Soutwest Workers Federation v Missouri Pacific Railroad Company Brief Plaintiff Appellees
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January 1, 1995

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Brief Collection, LDF Court Filings. Soutwest Workers Federation v Missouri Pacific Railroad Company Brief Plaintiff Appellees, 1995. f07a36e0-c49a-ee11-be37-00224827e97b. LDF Archives, Thurgood Marshall Institute. https://ldfrecollection.org/archives/archives-search/archives-item/f9a41416-0136-422a-b28d-bf3973647173/soutwest-workers-federation-v-missouri-pacific-railroad-company-brief-plaintiff-appellees. Accessed May 23, 2025.
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In the U n it e d Sta te s Co u r t o f Appea ls f o r t h e E ig h t h C ir c u it No. 94-2305 Southw est Workers Fed era tio n , Earnest Franklin , and Sidney W illiams, et al., Plaintiffs-Appellees, v. M issouri Pacific Railroad Company , Defendant-Appellant. On Appeal from the United States District Court for the Eastern District of Arkansas BRIEF FOR PLAINTIFFS-APPELLEES Elaine R. Jones Director-Counsel Charles Stephen Ralston Norman J. Chachkin Catherine Powell Paul K. Sonn NAACP Legal Defense & Educational Fund. Inc. 99 Hudson Street, 16th fl. New York. New York 10013 (212) 219-1900 John W. Walker Ralph Washington John W. Walker, P.A. 1723 Broadway Little Rock. Arkansas 72206 (501) 374-3758 Horace Walker Jones, Tiller & Walker Suite 518, Pyramid Place 211 West Second Street Little Rock, Arkansas 72201 (501) 375-1135 Attorneys for Plaintiffs-Appellees (Additional counsel listed on Inside Cover) Table of Contents Table of Authorities ...................................................................................................................... Note on Record Citation Form .............................................................................................xvii Statement of the Is su e s ..........................................................................................................xviii Statement of the C a se ..................................................................................................................1 Summary of the Argument ......................................................................................................1 ARGUMENT - In troduction ................................................................................................................................ 4 I THE DISTRICT COURT DID NOT ABUSE ITS DISCRETION IN CERTIFYING THE SUBCLASSES AND IN REFUSING TO DECERTIFY T H E M ..................................................................................................... 6 A. Standard of Review ............................................................................................7 B. The Claims Asserted in this Lawsuit Fall Comfortably within the Ambit of the EEOC Charge and Defendant Had Full Notice from the Outset that the Complaint Was a Class Claim Alleging Specific Types of Discrimination and Was Not Limited to Any One of the Railroad’s D epartm ents.......................................................................................................... 8 1. Legal S tan d ard ....................................................................................... 8 2. The Southwest Workers Federation’s EEOC Charge Gave Defendant Full, Fair, and Detailed Notice of the Claims Raised in this Law suit........................................................................... 10 C. The Timing of the Class Certification Motion was Reasonable and Did Not Prejudice the Class or D e fen d a n t..................................................... 16 L The Timing of the Class Certification Motion Was Reasonable ............................................................................................ 19 2. The Timing Did Not Prejudice Either the Class or Defendant ...............................................................................................20 Page - i - Table of Contents (continued) Page 3. Plaintiffs Were Represented at the First Class Hearing ........................................ 22 4. Plaintiffs Cannot be Faulted for Failure to Conduct D iscovery................................................................................................. 22 D. The District Court Did Not Abuse Its Discretion in Refusing to Decertify the Subclasses Because Plaintiffs’ Class Counsel Were Inadequate ......................................... 23 1. Defendant Misrepresents the District Court’s Findings................................................................................................... 24 2. The District Court Did Not Err in Finding that Neither Party Was Solely Responsible for Delays in the C a s e r ...............................25 3. The District Court Did Not Err in Finding Plaintiffs’ Statistical and Anecdotal Evidence Adequate to Survive Defendant’s Decertification Motion .........................................................................27 E. The Class Representatives Were Fully Adequate to Represent Their Respective Subclasses....................................................................................... 28 1. The Maintenance of Way D ep artm en t.............................................. 29 Terms and Conditions of Employment (Racially Hostile Work E nvironm ent)..........................................................................................32 Prom otions.............................................................................................. 32 Discipline................................................................................................. 34 2. Transportation D epartm en t..................................................................35 Sidney Williams .....................................................................................36 Individual plaintiffs added as representatives post-judgment..........................................................................................40 3. The Southwest Workers F ed e ra tio n ................................................... 46 Table of Contents (continued) II THE DISTRICT COURT’S RULINGS THAT PLAINTIFFS HAVE PROVEN A PATTERN AND PRACTICE OF DISCRIMINATION BY DEFENDANT ARE NOT CLEARLY ERRONEOUS AND ARE SUPPORTED BY SUBSTANTIAL RECORD EVIDENCE .............................................................................................. 49 A. Standard of Review ..........................................................................................49 B. Discriminatory Assignment of Black Workers to Trackman Jobs in the Maintenance of Way Department ..................................................................50 C. Discrimination Against Black Workers in Promotions within the Maintenance of Way Department ..................................................................52 1. The District Court’s finding — That the Statistical Evidence Showing Substantial Racial Disparities in MOW Promotions, Taken Together with the Anecdotal and Other Evidence, Supports an Inference of a Pattern and Practice of Discrimination — Is Not Clearly E rroneous.......................................53 a. Plaintiffs’ evidence and the District Court’s findings .................................. 53 b. The District Court correctly ruled that plaintiffs’ statistical and other evidence supported an inference of a pattern and practice of discrimination ............ .............. 55 c. The District Court’s reliance on the available statistical data, which was "snapshot" data, was appropriate ............ 60 d. Even if reliance on snapshot data were not generally appropriate, it would still be appropriate on the facts of this c a s e ....................................................................................... 65 2. The District Court’s Finding that Defendant Did Not Rebut the Inference of Discrimination Created by Plaintiffs’ Statistical and Other Evidence Was Not Clearly Erroneous .......................... 70 a. Legal standard .........................................................................70 Page - iii - Table of Contents (continued) b. Defendant failed to rebut the inference of discrimination created by plaintiffs’ evidence ......................73 i. Defendant’s expert’s testim ony..................................74 ii. Promotions allegedly based upon seniority and qualifications ..................................................................76 3. The District Court’s Ruling Satisfied the Requirements of Rule 52(a) ................................................................................................... 83 D. Discriminatory Terms and Conditions of Em ploym ent............................. 84 1. The District Court Properly Considered the Totality of the Circumstances as a Basis for Finding that Defendant Subjected its African-American Employees to Discriminatory Terms and Conditions of Employment ....................................................................84 2. Defendant Company Was Properly Held Liable for the Hostile Work Environment to Which Its African-American Employees Were Subjected Because the Evidence Showed Both Actual and Constructive Knowledge of these Conditions on the Part of its Management ................................................................................ 89 3. Defendant Was Liable for the Discriminatory Work Environment Because It Failed to Take Effective Action Against Objectionable Racial Harassment and Similar Conduct Despite Its Actual and Constructive Knowledge of the Situation ................................................................................................. 94 4. The District Court’s Findings Are Supported by the Record . . . 95 a. Testimony from members of the plaintiff subclasses . . . . 97 b. Testimony of employees other than members of the plaintiff subclasses ............................................................... 104 c. No negative inference from fact that some of plaintiffs’ witnesses did not give testimony regarding certain forms of harassm ent......................................................................... 108 Page - iv - Table of Contents (continued) Page d. Management testimony as to notice and failure to take remedial ac tio n ................ 109 5. Taking All of the Evidence into Account and Considering the Totality of the Circumstances, the District Court’s Finding of Racially Discriminatory Terms and Conditions of Employment Must Be U p h e ld ................................................................................ m 6. The Injunctive Relief Fashioned By the District Court Was Appropriate ....................................................................................... 112 E. The District Court Did Not Err in Finding a Pattern and Practice of Racial Discrimination in Discipline of Employees within the Maintenance of Way Department ............................................................. 113 Conclusion.............................................................................................................................. 121 Table of Authorities Cases: AFSCME v. County of Nassau, 664 F. Supp. 64 (E.D.N.Y. 1987) ......................................................................... 48 Albemarle Paper Co. v. Moody, 422 U.S. 405 (1975) ........................................................................ 9, 12, 15, 40, 113 Alexander v. Louisiana, 405 U.S. 625 (1972) ................................................................................................. 58 Allen v. Amalgamated Transit Union Local 788, 554 F.2d 876 (8th Cir.), cert, denied, 434 U.S. 891 (1977)............................................................... 9, 10, 12, 15, 44, 45, 47 Allied Van Lines, Inc. v. Small Bus. Admin., 667 F.2d 751 (8th Cir. 1982) .................................................................................. 83 - v - Table of Authorities (continued) Alvarado v. Carnation Co., CV94-0248-S-EJL, 1995 U.S. Dist. LEXIS 10084 (D. Idaho June 26, 1995) ........................................... Anderson v. City of Bessemer City, 470 U.S. 564 (1985) .................................. Anderson v. Douglas & Lomason Co., 26 F.3d 1277 (5th Cir. 1994), cert, denied, 115 S. Ct. 1099 (1995)............................... Babrocky v. Jewel Food Co., 773 F.2d 857 (7th Cir. 1985) ................... Ball v. Paramount Pictures, Inc., 67 F. Supp. 1 (W.D. Pa. 1946)................. Bazemore v. Friday, 478 U.S. 385 (1986) .................................. Bosley v. Kearney R-l School Dist., 904. F. Supp. 1006 (W.D. Mo. 1995) . . . Bremiller v. Cleveland Psychiatric Inst., 879 F. Supp. 782 (N.D. Ohio 1995) . . . . Bressman v. Farrier, 900 F.2d 1305 (8th Cir. 1990) ................. Cases (continued): Pane 32 49 ............................. 62, 67 ......................................... 12 .................................. 69 56, 57, 71, 72, 73, 76, 80 .................................. 85 .................................. 32 ................................ 65 Brickman v. Tyco Toys, Inc., 722 F. Supp. 1054 (S.D.N.Y. 1989) ...................................................................... 18 Briggs v. Anderson, 796 F.2d 1009 (8th Cir. 1986) .................................................................... 39, 40, 45 Broadnax v. Missouri P.R. Co., 27 Fair Empl. Prac. Cas. (BNA) 669 (E.D. Ark. 1978) ...................................................................................................... 20 - vi - Brown v. First National Bank in Lenox, 844 F.2d 580 (8th Cir. 1988) ............................................................................. 45, 65 Burkhalter v. Montgomery Ward and Co., 676 F.2d 291 (8th Cir. 1982) .................................................................................. 19 Burns v. McGregor Elec. Indus., Inc., 955 F.2d 559 (8th Cir. 1992) ..................................................................................... 4 Capaci v. Katz & Besthoff, Inc., 711 F.2d 647 (5th Cir. 1983) .................................................................................. 58 Carroll v. Sears, Roebuck & Co., 708 F.2d 183 (5th Cir. 1983) .................................................................................. 58 Castaneda v. Partida, 430 U.S. 482 (1977) .......................................................................................... 51, 59 Catlett v. Missouri Highway & Transp. Comm’n, 828 F.2d 1260 (8th Cir. 1987), cert, denied, 485 U.S. 1021 (1988)................. ........................................................................ passim Chambers v. McLean Trucking Co., 550 F. Supp. 1335 (M.D.N.C. 1982) .................................................................... 18 Cobb v. Stringer, 850 F.2d 356 (8th Cir. 1988) ......................................................................... 9, 12, 13 Coble v. Hot Springs School Dist. No. 6, 682 F.2d 721 (8th Cir. 1982) ............................................................................. 71, 76 Craik v. Minnesota State Univ. Bd., 731 F.2d 465 (8th Cir. 1984) ........................................................................... passim Crawford v. U.S. Steel Corp., 660 F.2d 663 (5th Cir. 1981) .................................................................................. 14 Crown, Cork & Seal Co. v. Parker, 462 U.S. 345 (1983) ................................................................................................... 6 Table of Authorities (continued) Page Cases (continued): - vii - Table of Authorities (continued) Davis v. Bethlehem Steel Corp., 769 F.2d 210 (4th Cir.), cert, denied, 474 U.S. 1021 (1985) ...................... Davis v. Monsanto Chemical Co., 858 F.2d 345 (6th Cir. 1988) .......... Donaldson v. Pillsbury, 554 F.2d 825 (8th Cir.), cert, denied, 434 U.S. 856 (1977)........................... Dothard v. Rawlinson, 433 U.S. 321 (1977) ........................ Dura-Bilt Corp. v. Chase Manhattan Corp., 89 F.R.D. 87 (S.D.N.Y. 1981) . . . . EEOC v. Contour Chair Lounge Co., 596 F.2d 809 (8th Cir. 1979) .......... EEOC v. Delight Wholesale Co., 973 F.2d 664 (8th Cir. 1992) .......... EEOC v. Keco Industries, Inc., 748 F.2d 1097 (6th Cir. 1984) ......... EEOC v. Shell Oil Co., 466 U.S. 54 (1984) ............................. EEOC v. Western Pub. Co., 502 F.2d 599 (8th Cir. 1974) ............ East Texas Motor Freight v. Rodriguez, 431 U.S. 395 (1977) ......................... Eirhart v. Libby-Owens-Ford Co., 89 F.R.D. 424 (N.D. 111. 1981).......... Cases (continued): Page 14 89 ----- 37, 38, 39 ...................... 62, 64 ....................... 17, 18 ....................... 37, 39 ....................... 12 ................. 113 ....................... 66, 67 ....................... 12 17, 37, 38, 39, 42 . 18, 21, 22, 26 - viii - Table of Authorities (continued) Cases (continued): Evans v. U.S. Pipe & Foundry Co., 696 F.2d 925 (11th Cir. 1983) Page 34 Falcon v. General Telephone Co., 611 F. Supp. 707 (N.D. Tex. 1985), affd, 815 F.2d 317 (5th Cir. 1987) .......................... Falcon v. General Telephone Co., 626 F.2d 369 (5th Cir. 1980), vacated on other grounds, 457 U.S. 147 (1982)........................... First Nat’l Bank in Brookings v. United States, 829 F.2d 697 (8th Cir. 1987) ................. In re Fleet, 76 B.R. 1001 (Bankr. E.D. Pa. 1987) Foster v. Wyrick, 823 F.2d 218 (8th Cir. 1987) .......... Franks v. Bowman Transp. Co., 424 U.S. 747 (1976) ........................ Frazier v. Consolidated Rail Corp., 851 F.2d 1447 (D.C. Cir. 1988) . . . Fred v. Wackenhut Corp., 860 F. Supp. 1401 (D. Neb. 1994) . General Telephone Co. v. Falcon, 457 U.S. 147 (1982) ........................ Goodman v. Lukens Steel Co., 777 F.2d 113 (3d Cir. 1985), affd, 482 U.S. 656 (1987)...................... 42 ........................... 43 ........................... 82 ...................... 18, 26 ................................... 8 ........................... 37 ........................... 47 ................................ 88 31, 36, 37, 38, 39, 41 47, 49 Griffin v. Carlin, 755 F.2d 1516 (11th Cir. 1985) - rx - 9, 24, 44, 72 Table of Authorities (continued) Griggs v. Duke Power Co., 401 U.S. 424 (1971) ................................................................................................. 64 Hall v. Bio-Medical Application, 671 F.2d 300 (8th Cir. 1984) .................................................................................. 18 Page Cases (continued): Hall v. Gus Constr. Co., 842 F.2d 1010 (8th Cir. 1988) .................................... . . 86, 87, 89, 92, 93, 94, 96 Hameed v. Ironworkers Local 396, 637 F.2d 506 (8th Cir. 1980) ....................................... Harris v. Forklift Systems, 510 U.S. , 114 S. Ct. 367 H9931 ........................... ........................ 84-85, 86, 88 Hartman v. Duffey, 19 F.3d 1459 (D.C. Cir. 1994) .................................... ............................. 41, 42, 49 Hartman v. Duffy, 158 F.R.D. 525 (D.D.C. 1994).................................... ............................. 41, 42, 43 Hazelwood School District v. United States, 433 U.S. 299 (1977) ................................................ Hebert v. Monsanto Co., 682 F.2d 1111 (5th Cir. 1982) .................................... Hervey v. City of Little Rock, 787 F.2d 1223 (8th Cir. 1986) ............................. Hill v. Western Elec. Co., Inc., 672 F.2d 381 (4th Cir. 1982) ....................................... Hirase-Doi v. U.S. West Communications, 61 F.3d 777, 782 (10th Cir. 1995) ................................................... Huey v. Sullivan, 971 F.2d 1362 (8th Cir. 1992) .................................... - x - Pape Ingram v. Missouri P.R. Co., 897 F.2d 1450 (8th Cir. 1990) ..................................................... 54, 69, 70, 83, 113 Jackson v. Harvard Univ., 721 F. Supp. 1397 (D. Mass. 1989) ...................................................................... 67 Jackson v. Missouri P.R. Co., 803 F.2d 401 (8th Cir. 1986) .................................................................................. 83 Jas. E. Matthews & Co. v. NLRB. 354 F.2d 432 (8th Cir. 1966) .................................................................................. 91 Johnson v. Morial, 843 F.2d 846 (5th Cir. 1988) .................................................................................. 65 Johnson v. Railway Express Agency, Inc., 421 U.S. 454 (1975) ................................................................................................. 16 Keyes v. School District No. 1, Denver, 413 U.S. 189 (1973) ................................................................................................. 86 Kloos v. Carter-Day Co., 799 F.2d 397 (8th Cir. 1986) .................................................................................. 40 Kopp v. Samaritan Health System, 13 F.3d 264 (8th Cir. 1993) .......................................................... 84, 88, 94. 96, 102 Lilly v. Harris-Teeter Supermarket, 720 F.2d 326 (4th Cir. 1983) .................................................................................. 45 Livesay v. Punta Gorda Isles, Inc., 550 F.2d 1106 (8th Cir. 1977), rev’d on other grounds sub nom. Coopers & Lybrand v. Livesay, 437 U.S. 463 (1978) ....................................................................................... 7, 18, 23 Local 179, United Textile Workers v. Federal Paper Stock Co., 461 F.2d 849 (8th Cir. 1972) ............................................ 10, 44, 45, 46 Table of Authorities (continued) Cases (continued): - xi - Pape Marquart v. McDonnell Douglas Corp., 859 F. Supp. 366 (E.D. Mo. 1994) ......................................................................... 85 Marshall v. Georgia Pacific Corp., 484 F. Supp. 629 (E.D. Ark. 1980) ...................................................................... 17 McDonnell Douglas Corp. v. Green, 411 U.S. 792 (1973) ................................................................................................... 8 McGowan v. Faulkner Concrete Pipe Co., 659 F.2d 554 (5th Cir. 1981) ..................................................................................... 7 McIntosh v. Weinberger, 810 F.2d 1411 (8th Cir. 1987) .................................................................... 63, 64, 65 McKinnon v. Talladega County, 745 F.2d 1360 (11th Cir. 1984)........................................................................... 7, 18 Meritor Savings Bank v. Vinson, 477 U.S. 57 (1986) ............................................................................................ passim Montana v. United States, 440 U.S. 147 (1979) ................................................................................................. 70 Movement for Opportunity & Equality v. General Motors, 622 F.2d 1235 (7th Cir. 1980) ............................................................. 62, 72 Muth v. Dechert, Price & Rhoades, 70 F.R.D. 602 (E.D. Pa. 1976) ............................................................................. 21 NLRB v. Broyhill Co., 514 F.2d 655 (8th Cir. 1975) .................................................................................. 91 Oatis v. Crown Zellerbach Corp., 398 F.2d 496 (5th Cir. 1968) ............................................................................. 9, 14 Palmer v. Schultz, 815 F.2d 84 (D.C. Cir. 1 9 8 7 ).................................................................................. 57 Table of Authorities (continued) Cases (continued): - xii - Table of Authorities (continued) Parham v. Southwestern Bell Tel. Co., 433 F.2d 421 (8th Cir. 1970) ........................... Parklane Hosiery Co. v. Shore, 439 U.S. 322 (1979) ......................................... Paroline v. Unisys Corp., 879 F.2d 100 (4th Cir. 1989) ........................... Patterson v. Youngstown Sheet & Tube Co., 659 F.2d 736 (7th Cir.), cert, denied, 451 U.S. 914 (1981) .......................................................... Paxton v. Union Nat’l Bank, 688 F.2d 552 (8th Cir. 1982), cert, denied, 460 U.S. 1083 (1983)................................................ Pegues v. Mississippi State Employment Serv., 699 F.2d 760 (5th Cir. 1983) ........................... Philips v. Joint Legislative Comm., 637 F.2d 1014 (5th Cir. 1981), cert, denied, 456 U.S. 960 (1982)........................................... Powell v. Missouri State Highway Dep’t, 822 F.2d 798 (8th Cir. 1987) .......................... Price Waterhouse v. Hopkins, 490 U.S. 228 (1989) ......................................... Pullman-Standard v. Swint, 456 U.S. 273 (1982) ......................................... Robinson v. Union Carbide Corp., 538 F.2d 652 (5th Cir. 1976), modified in part on other grounds, 544 F.2d 1258 (5th Cir. 1977) ........................................... Cases (continued): Pane 37, 39,112 . . . . 70 ___ 93 14 20, 35, 60, 73, 118 ........................ 4 . . . 62 . 96, 97 111 49 - xiii - 62 Roby v. St. Louis S.W. Ry., 775 F.2d 959 (8th Cir. 1985) .......................... .................................................. 39, 40 Sanders v. Lum’s, 76 F.R.D. 1 (S.D.N.Y. 1976) ................................................................................ 21 Saracini v. Missouri P.R. Co., 431 F. Supp. 389 (E.D. Ark. 1977) ...................................................................... 26 Satz v. ITT Financial Corp., 619 F.2d 738 (8th Cir. 1980) ............................................................................. 9, 12 Segar v. Smith, 738 F.2d 1249 (D.C. Cir. 1984) ............................................................................. 72 Sosna v. Iowa, 419 U.S. 393 (1975) ................................................................................................. 37 Stacks v. Southwestern Bell Yellow Pages, 27 F.3d 1316 (8th Cir. 1994) ................................................................. 4, 85, 88, 94 St Mary's Honor Center v. Hicks, 509 U .S .___, 113 S. Ct. 2742 (1993) ...................................................................... 4 Tart v. Hill Behan Lumber Company, 31 F.3d 668 (8th Cir. 1994) ......................................................................... 85, 92, 94 Taylor v. Jones, 653 F.2d 1193 (8th Cir. 1981) ........................................................................... 87, 93 Taylor v. Teletype Corp., 648 F.2d 1129 (8th Cir. 1981) ........................................................ 51, 58, 60, 72, 78 Teamsters v. United States, 431 U.S. 324 (1977) ...................................................................... 56, 57, 58, 75, 116 Texas Dept, of Community Affairs v. Burdine, 450 U.S. 248 (1981) ................................................................................................. 80 Table of Authorities (continued) Page Cases (continued): - xiv - Thomure v. Phillips Furn. Co., 30 F.3d 1020 (8th Cir.), cert, denied,___U.S. __ , 115 S. Ct. 1255 (1994) ..................................................................................... 45 Table of Authorities (continued) Page Cases (continued): Trout v. Lehman, 702 F.2d 1094 (D.C. Cir. 1983) ................................................................................ 4 UAW v. LTV Aerospace & Defense Co., 136 F.R.D. 113 (N.D. Tex. 1991) .................................................................... 46, 48 Ulvin v. Northwestern Life Ins. Co., 943 F.2d 862 (8th Cir. 1991) .................................................................................. 15 United Airlines v. McDonald, 432 U.S. 385 (1977) ............................................................................................... 41 United States v. California Dep’t of Corrections, 62 Fair Empl. Prac. Cas. (BNA) 1865 (E.D. Cal. 1990) 67 United States v. Mendoza, 464 U.S. 154 (1984) ................................................................................................. 70 United States v. O’Neal, 17 F.3d 239 (8th Cir. 1994) ..................................................................................... 52 United States Parole Comm’n v. Geraghty, 445 U.S. 388 (1980) ................................................................................................. 37 United States Postal Serv. Bd. of Governors v. Aikens, 460 U.S. 711 (1983) ..................................................................................... 4 Walker v. Jim-Dandy Co., 747 F.2d 1360 (11th Cir. 1984)............................................................................... 44 Webb v. Missouri P.R. Co., 826 F. Supp. 1192 (E.D. Ark. 1 9 9 3 )............................................................... passim - xv - Webb v. Missouri P.R. Co., 95 F.R.D. 357 (E.D. Ark. 1982)......................................................................... 20, 23 Wheeler v. City of Columbus, 686 F.2d 1144 (5th Cir. 1982) .................................................................................. 4 White v. National Football League, 41 F.3d 402 (8th Cir. 1994) ....................................................................................... 7 White Industries, Inc. v. Cessna Aircraft Co., 845 F.2d 1497 (8th Cir. 1988) ........................................................................... 83, 84 Whitus v. Georgia, 385 U.S. 545 (1967) ................................................................................................. 58 Winbush v. State of Iowa, 66 F.3d 1471, 1478 (8th Cir. 1 9 9 5 )........................................................ 9, 12, 44, 68 Statutes and Regulations: 42 U.S.C. § 1981 ............................................................................................................. 7, 16 42 U.S.C. § 2000e(a)............................................................................................................. 46 42 U.S.C. § 2000e-2(a)(l) ................................................................................................... 84 42 U.S.C. § 2000e-2(h) ........................................................................................................ 77 42 U.S.C. § 2000e-5(b) ................................................................................................... 10, 46 42 U.S.C. § 2000e-8(c) ........................................................................................................ 66 Section 703(h), Civil Rights Act of 1964 .................................................................... 77, 78 29 C.F.R. § 1602.14 (1995) ............................................................................................ 66, 67 Table of Authorities (continued) Page Cases (continued): - xv i - Rules: Fed. R. Civ. P. 23 ........................................................................................................ passim Fed. R. Civ. P. 23(c)(1) (emphasis added) ................................................................. 16. 17 Fed. R. Civ. P. 52(a) .............................................................................................. 49, 83, 84 Fed. R. Evid. 201(b)(2)........................................................................................................ 69 Local Rule C-9(3), United States District Court for the Eastern and Western Districts of Arkansas ............................................ 18 Miscellaneous: Herbert Newberg & Alba Conte, Newberg on Class Actions (3d ed. 1992) .................................................................................................................... 17, 19 Restatement (Second) of Agency § 27 (1958) ............................................................... 91 Charles A. Wright & Arthur R. Miller, Federal Practice and Procedure (2d ed. 1994) ........................................................................................................ 69, 83 NOTE ON RECORD CITATIONS Portions of the multi-volume Appendix prepared by Appellant are cited in the same fashion as in Appellant’s Brief: "T___" for trial transcript volumes, "A___" for pleading and hearing transcript volumes, and "E___" for Exhibit volumes. The single-volume Plaintiffs-Appellees’ Appendix contains only transcripts and excerpts from one pleading. Transcript pages contained therein are cited in this brief as "P-T " and other material as "P-A ." Table of Authorities (continued) Page - xvii - STATEMENT OF ISSUES Class Certification Issues Scope o f Subclasses and EEOC Charge (1) Whether the scope of the subclasses certified by the district court was proper where the Southwest Workers Federation EEOC charge had given defendant notice that this lawsuit was a class claim alleging specific types of discrimination and was not limited to any one of the railroad’s departments. Albemarle Paper Co. v. Moody, 422 U.S. 405 (1975) Allen v. Amalgamated Transit Union Local 788, 554 F.2d 876 (8th Cir.), cert, denied, 434 U.S. 891 (1977) Local 179, United Textile Workers v. Federal Paper Stock Co., 461 F.2d 849 (8th Cir. 1972) Cobb v. Stringer, 850 F.2d 356 (8th Cir. 1988) Timing, of Class Certification Motion (2) Whether the district court abused its discretion in certifying this class action where the timing of the class certification motion was reasonable and did not prejudice the class or defendant. Fed R. Civ . P. 23(a) Livesay v. Punta Gorda Isles, Inc., 550 F.2d 1106 (8th Cir. 1977), rev’d on other grounds sub nom Coopers & Lybrand v. Livesay, 437 U.S. 463 (1978) McKinnon v. Talladega County, 745 F.2d 1360 (11th Cir. 1984) Eirhart v. Libby-Owens-Ford Co., 89 F.R.D. 424 (N.D. 111. 1981) - xviii - Adequacy’ of Class Counsel (3) Whether the district court abused its discretion in finding plaintiffs’ counsel adequate to represent the class. Fed R. Civ. P. 23(a) Livesay v. Piinta Gorda Isles, Inc., 550 F.2d 1106 (8th Cir. 1977), rev’d on other grounds sub nom Coopers & Lvbrand v. Livesay, 437 U.S. 463 (1978) Griffin v. Carlin, 755 F.2d 1516 (11th Cir. 1985) Eirhart v. Libby-Owens-Ford Co., 89 F.R.D. 424 (N.D. 111. 1981) Adequacy of Class Representatives: Maintenance of Wav (MOW) Department (4) Whether the district court abused its discretion in finding that Ernest Franklin would adequately represent the MOW department subclass. Fed R. Civ . P. 23(a) General Telephone Co. v. Falcon, 457 U.S. 147 (1982) Evans v. U.S. Pipe & Foundry Co., 696 F.2d 925 (11th Cir. 1983) Adequacy of Class Representatives: Transportation Department (5) Whether the district court abused its discretion in finding that Sidney Williams would adequately represent the Transportation department subclass. Fed R. Civ . P. 23(a) General Telephone Co. v. Falcon, 457 U.S. 147 (1982) Parham v. Southwestern Bell Telephone, 433 F.2d 421 (8th Cir. 1970) EEOC v. Contour Chair Lounge Co., 596 F.2d 809 (8th Cir. 1979) Craik v. Minn. State Univ. Bd., 731 F.2d 465 (8th Cir. 1984) - xix - (6) Whether the district court abused its discretion in taking the precautionary measure of certifying additional representatives for the Transportation department subclass following judgment. Fed R. Civ . P. 23(a) Hartman v. Duffey, 19 F.3d 1459 (D.C. Cir. 1994) Allen v. Amalgamated Transit Union Local 788, 554 F.2d 876 (8th Cir.), cert, denied, 434 U.S. 891 (1977) Local 179, United Textile Workers v. Federal Paper Stock Co., 461 F.2d 849 (8th Cir. 1972) Griffin v. Carlin, 755 F.2d 1516 (11th Cir. 1985) Adequacy of Class Representatives: MOW and Transportation Departments (7) Whether the district court abused its discretion in certifying the Southwest Workers Federation as an additional representative of the MOW and Transportation department subclasses. Fed R. Civ . P. 23(a) Title VII, 42 U.S.C. § 2000e et seq. Int’l Union, UAW v. LTV Aerospace & Defense Co., 136 F.R.D. 113 (N.D. Tex. 1991) Local 179, United Textile Workers v. Federal Paper Stock Co., 461 F.2d 849 (8th Cir 1972) AFSCME v. County of Nassau, 664 F. Supp. 64 (E.D.N.Y. 1987) - xx - Merits Issues Discrimination in Promotions (8) Whether the district court’s finding - that the statistical evidence showing substantial racial disparities in MOW department promotions, taken together with the anecdotal and other evidence, supports an inference of a pattern and practice of discrimination — is clearly erroneous. Title VII, 42 U.S.C. § 2000e et seq. Hazelwood School District v. United States, 433 U.S. 299 (1977) Craik v. Minn. State Univ. Bd., 731 F.2d 465 (8th Cir. 1984) Catlett v. Missouri Highway & Transp. Comm’n , 828 F.2d 1260 (8th Cir. 1987), cert, denied, 485 U.S. 1021 (1988) Anderson v. City o f Bessemer City, 470 U.S. 564 (1985) (9) Whether the district court’s finding that defendant did not rebut the inference of discrimination created by the statistical and other evidence is clearly erroneous. Title VII, 42 U.S.C. § 2000e et seq. Bazemore v. Friday, 478 U.S. 385 (1986) Craik v. Minn. State Univ. Bd., 731 F.2d 465 (8th Cir. 1984) Catlett v. Missouri Highway & Transp. Comm’n, 828 F.2d 1260 (8th Cir. 1987), cert, denied, 485 U.S. 1021 (1988) Anderson v. City o f Bessemer City, 470 U.S. 564 (1985) (10) Whether the district court’s rulings satisfy the requirements of Rule 52(a). FEd R. Civ. P. 52(a) White Industries, Inc. v. Cessna Aircraft Co., 845 F.2d 1497 (8th Cir. 1988) Allied Van Lines, Inc. v. Small Bus. Admin., 667 F.2d 751 (8th Cir. 1982) - xxi - Discrimination in Terms and Conditions of Employment (11) Whether the district court was correct in considering the totality of the circumstances as a basis for finding that defendant subjected its African-American employees to discriminatory terms and conditions of employment in the form of a racially hostile work environment. Harris v. Forklift Systems, 510 U .S .__ , 114 S. Ct. 367 (1993) Meritor Savings Bank v. Vinson, 477 U.S. 57 (1986) Kopp v. Samaritan Health System, 13 F.3d 264 (8th Cir. 1993) Hall v. Gus Constr. Co., 842 F.2d 1010 (8th Cir. 1988) (12) Whether the district court was correct in holding defendant liable for the hostile work environment to which its African-American employees were subjected where the evidence showed both actual and constructive knowledge of these conditions on the part of its management. Hall v. Gus Constr. Co., 842 F.2d 1010 (8th Cir. 1988) Taylor v. Jones, 653 F.2d 1193 (8th Cir. 1981) Hirase-Doi v. U.S. West Communications, 61 F.3d 111 (10th Cir. 1995) (13) Whether the district court was correct in holding defendant liable for the hostile work environment to which its African-American employees were subjected where defendant failed to take effective remedial action in spite of its actual and constructive knowledge of these conditions. Meritor Savings Bank v. Vinson, 477 U.S. 57 (1986) Stacks v. Southwestern Bell Yellow Pages, 27 F.3d 1316 (8th Cir. 1994) Kopp v. Samaritan Health System, 13 F.3d 264 (8th Cir. 1993) - xxii - (14) Whether the district court’s finding that defendant tolerated a prolonged and continuous pattern and practice of objectionable racial harassment and similar conduct by its white employees and supervisors toward its African-American employees is supported by the record and supports an inference of racial animus. Hall v. Gus Constr. Co.. 842 F.2d 1010 (8th Cir. 1988) Kopp v. Samaritan Health System, 13 F.3d 264 (8th Cir. 1993) Powell v. Missouri State Highway Dep’t, 822 F.2d 798 (8th Cir. 1987) Price Waterhouse v. Hopkins, 490 U.S. 228 (1989) (16) Whether the injunctive relief fashioned by the district court to redress defendant’s racially hostile work environment was appropriate. Albemarle Paper Co. v. Moody, 422 U.S. 405 (1975) Meritor Savings Bank v. Vinson, A ll U.S. 57 (1986) Ingram v. Missouri P.R. Co., 897 F.2d 1450 (8th Cir. 1990) EEOC v. Keco Industries, Inc., 748 F.2d 1097 (6th Cir. 1984) Discrimination in Discipline (17) Whether the district court was correct in finding a pattern and practice of racial discrimination in discipline of employees within the MOW department. Teamsters v. United States, 431 U.S. 324 (1977) - xxiii - BRIEF FOR PLAINTIFFS-APPELLEES Statement of the Case The history of the events in this litigation contained in defendant’s Statement of the Case gives the relevant dates and significant court activity in this litigation. Plaintiffs do not agree, however, with many of defendant’s characterizations of plaintiffs’ actions and positions in the case. To the extent these disagreements are relevant to the merits of the issues before this Court, they are covered, along with the important facts, in the Argument section of this brief. Summary of the Argument When the evidence before the District Court is viewed in its totality, instead of the fragments that defendant presents, it is clear that the Court’s findings of racial discrimination in job assignments, promotions, terms and conditions of employment, and discipline by the Missouri Pacific Railroad Company ("MOPAC") are fully supported by the record. I. The district court did not abuse its discretion in certifying and refusing to decertify this case as a class action. The charge filed with the Equal Employment Opportunity Commission contained clear allegations of class-wide discrimination on the basis of race by the Missouri Pacific Railroad. The defendant was on notice that the charge raised class claims, and it could be reasonably expected that an investigation by the EEOC would include class issues. There was no basis for the district court either to deny class certification or to decertify the class based on any purported dilatoriness on the part of plaintiffs in seeking certification. Any delays in reaching the class certification question were occasioned by the transfer of the case to four different judges, the backlog of cases in the Eastern District of Arkansas, and by actions of both the plaintiffs and the defendants. The defendant has failed to demonstrate that it was prejudiced in any way by the timing of certification. Plaintiffs and their counsel were more than adequate representatives of the class, as demonstrated by their success with regard to a number of the claims they raised. It is beyond dispute that counsel is highly experienced in bringing class action employment discrimination cases, and this case was diligently pursued and competently litigated. II. The findings of racial discrimination in job assignment, promotions, racial harassment, and discipline are fully supported by the record and are not clearly erroneous. The care with which the district court assessed the evidence is demonstrated by the fact that he held against plaintiffs on a number of their claims, including racial discrimination in hiring. Defendant-appellant does not dispute the district court’s finding of racial discrimination in job assignments in the face of the highly significant over-representation of African Americans in the Maintenance of Way department and their underrepresentation in the Transportation Department. Plaintiffs established a clear case of discrimination in promotions within the Maintenance of Way Department through statistics and expert testimony demonstrating a - 2 - consistent underrepresentation of African Americans in the positions of Foremen and Roadmaster in the Maintenance of Way Department. Plaintiffs’ reliance on "snapshot" statistics was proper under established law governing disparate treatment cases and in light of the absence of any applicant flow data. Defendant failed to meet its burden of showing that other factors could explain the underrepresentation, but instead sought to rely on speculation as to those purported factors. The record taken as a whole fully supports the district court’s findings of racial harassment against African Americans as a class in the Maintenance of Way and Transportation Departments. The district court properly viewed the totality of the evidence, rather than treating each incident as isolated and apart. The record is replete with incidents of racial slurs and other conduct of harassment and mistreatment directed at African-American employees. The district court’s findings of discrimination against African Americans as a class in the imposition of discipline are not clearly erroneous. The court’s findings were made in light of the entire record, including the evidence of discriminatory assignment of African Americans to the least desirable jobs, the exclusion of African Americans from supervisory positions, and the subjection of black employees to racial harassment and other discriminatory terms and conditions of employment. The subjective nature of the disciplinary process also supports the finding of discrimination in its application. - 3 - ARGUMENT Introduction Defendant-appellant has seized on a tactic commonly used by defendants in employment discrimination cases: the fragmentation of evidence so as to minimize each instance of discrimination and to obscure the overall pattern of illegal conduct. The courts have consistently rejected this tactic, and have held in both individual1 and class action cases,2 that it is essential to view the evidence as a whole. This Court has specifically rejected an approach that views individual acts as disconnected, isolated incidents when a pattern exists, embracing instead a totality of the circumstances approach: Under the totality of the circumstances analysis, the district court should not carve the work environment into a series of discrete incidents and then measure the harm occuring in each episode. Instead, the trier of fact must keep in mind that each successive episode has its predecessors, that the impact of the separate incidents may accumulate, and that the work environment created may exceed the sum of the individual episodes. Bums v. McGregor Elec. Indus., Inc., 955 F.2d 559 (8th Cir. 1992) (Burns I) (hostile work environment case). See also Stacks v. Southwestern Bell Yellow Pages, 27 F.3d 1316, 1327 (8th Cir. 1994). lSt Mary’s Honor Center v. Hicks, 509 U .S .___, ___, 113 S. Ct. 2742, 2753-54 (1993); Meritor Savings Bank v. Vinson, 477 U.S. 57, 69 (1986); United States Postal Serv. Bd. of Governors v. Aikens, 460 U.S. 711, 715-16 (1983). 'Craik v. Minnesota State Univ. Bd., 731 F.2d 465, 471-72 (8th Cir. 1984); Trout v. Lehman, 702 F.2d 1094, 1106 (D.C. Cir. 1983); Pegues v. Mississippi State Employment Serv., 699 F.2d 760, 769 (5th Cir. 1983); Wheeler v. Citv o f Columbus, 686 F.2d 1144, 1151 (5th Cir. 1982). - 4 - Thus, the question before this Court is whether the District Court was clearly erroneous when it concluded that the evidence in its entirety supported the inference that the Missouri Pacific Railroad had been guilty of racial discrimination in job assignments, promotions, terms and conditions of employment, and discipline. In this brief, plaintiffs-appellees will reassemble the evidence presented to the District Court from the fragments the defendant has set out. The complete picture presented when the pieces are fit back together supports fully the decision below. The evidence demonstrates that African Americans were discriminatorily assigned to positions in the Maintenance of Way ("MOW") Department, and concentrated there in the dirtiest and least desirable jobs. At the same time, African Americans were discriminatorily not assigned to the Transportation Department, which was, as a consequence, virtually all white. Even within MOW, African Americans were denied promotions to supervisory and management positions at statistically significant levels. And, not suprisingly, it was within the disproportionately black MOW Department, to which African Americans were relegated, and within the disproprotionately white Transportation Department, from which African Americans were excluded, that the district court found pervasive patterns of racial harrassment. Finally, the court found that African Americans as a class had been subjected to more onerous discipline than had white employees. As plaintiffs-appellees will demonstrate in detail, the evidence in this case fully supports the District Court’s findings of discrimination. That the Court’s conclusions were based on a considered and thorough weighing of all the evidence before it is demonstrated - 5 - by its rejection of a number of the claims of plaintiffs. In short, the decision of the court below should be affirmed in all respects. I THE DISTRICT COURT DID NOT ABUSE ITS DISCRETION IN CERTIFYING THE SUBCLASSES AND IN REFUSING TO DECERTIFY THEM Defendant spends the first half of its lengthy brief arguing that it was error for the District Court to certify this suit as a class action and that this Court should order it decertified. The grounds urged for decertification are, first, that the class claims impermissibly exceed the scope of the Equal Employment Opportunity Commission (EEOC) charge on which the suit was predicated; second, that plaintiffs delayed impermissibly long in seeking class certification; third, that the quality of representation supplied by plaintiffs’ counsel was inadequate to represent the class fairly; and fourth, that the class representatives were inadequate to represent the class (actually, subclasses) fairly. The third and fourth arguments are bizarre on their face: that in a case where the plaintiff class prevailed, the class should be decertified - thereby depriving the absent class members of the benefits of that judgment — out of solicitude for the interests of the class. Indeed, if there were any validity to defendant’s arguments, a far more plausible case could be made for decertifying the subclasses for the claims on which plaintiffs lost. Moreover, strategically speaking, it is baffling that defendant should seek decertification at all. Decertification on any ground would open the door to relitigation of some or all of the former class members’ claims, either through new individual suits or in a newly filed class action. This result would follow because all of the class members’ claims have been tolled during the pendency of this action. See Crown, Cork & Seal Co. - 6 - v. Parker, 462 U.S. 345 (1983). Obviously, such relitigation, either piecemeal or wholesale through a class action, would be a most inefficient and unfortunate use of the Eastern District of Arkansas’s scarce judicial resources.3 In any event, there is no specter of such wasteful relitigation since defendant’s arguments for decertification are without merit and need not detain this Court. However, the fact that defendant’s brief leads with these issues is telling as to its apparent assessment of the strength of its arguments on the merits. A. Standard of review "The district court has wide latitude in determining whether an action may be maintained as a class action. If the court applies the proper criteria in making this determination, its decision is reviewable only for an abuse of discretion." Livesay v. Punta Gorda Isles, Inc., 550 F.2d 1106 (8th Cir. 1977), rev’d on other grounds sub nom. Coopers & Lybrand v. Livesay, 437 U.S. 463 (1978). Accord e.g., White v. National Football League, 41 F.3d 402, 407 (8th Cir. 1994). Other Circuits take the same approach. See, e.g., McKinnon v. Talladega County, 745 F.2d 1360, 1365 (11th Cir. 1984) ("The determination of the adequacy of the class representative is properly governed by the sound discretion of the trial court and by the factors in Fed. R. Civ. P. 23"); McGowan v. Faulkner Concrete Pipe decertification on the first ground - that the classes exceeded the scope of the EEOC charge - would effectively bar relitigation of class members’ Title VII claims found to fall outside of the scope of the EEOC charge. However, as discussed below, in no event would complete decertification occur, since plaintiffs’ claims concerning both the Maintenance of Way and Transportation Departments are additionally supported by other EEOC charges. In addition, decertification would not affect those class claims asserted under 42 U.S.C. § 1981, since there is no administrative exhaustion prerequisite for suing under that statute. See infra note 7. - 7 - Co., 659 F.2d 554, 559 (5th Cir. 1981) ("The discretion afforded the district court, within the criteria of Rule 23, is not to be disturbed on appeal absent an abuse thereof, at least when based upon facts educed at an evidentiary hearing"). B. The Claims Asserted in this Lawsuit Fall Comfortably within the Ambit o f the EEOC Charge and Defendant Had Full Notice from the Outset that the Complaint Was a Class Claim Alleging Specific Types of Discrimination and Was Not Limited to Any One of the Railroad's Departments Defendant argues that the EEOC charge on which this case is predicated did not give the company fair notice that the complaint would involve charges of several different types of employment discrimination by Missouri Pacific against a class of black workers and job applicants in more than one of the railroad’s departments. On that basis, defendant charges that plaintiffs did not adequately exhaust their EEOC administrative remedy as to the class claims and that the district court therefore erred in certifying some or all of the subclasses in this case. Def. Br. at 18-22. This argument is wholly without basis, for defendant was apprised from the outset - indeed, defendant was given far clearer notice than is legally required — that this was a class complaint concerning a wide range of the railroad's discriminatory practices and was not limited to any one of the railroad’s departments. 1. Legal Standard Before a Title VII claim can be brought in federal court, a timely administrative charge must first be filed with the EEOC, and the Commission must notify the charging party of her right to sue. McDonnell Douglas Corp. v. Green, 411 U.S. 792, 798-99 (1973); Foster v. Wyrick, 823 F.2d 218, 221-22 (8th Cir. 1987). The purpose of an EEOC charge is to put the employer on notice as to the nature of the discrimination alleged and to give - 8 - the EEOC an opportunity to investigate and attempt to resolve the controversy through conciliation before a lawsuit is filed. Cobb v. Stringer, 850 F.2d 356, 359 (8th Cir. 1988). In order to be raised in court, a Title VII claim must therefore first have been called to the employer’s attention in the EEOC charge. See, e.g., Satz v. ITT Financial Carp., 619 F.2d 738, 741 (8th Cir. 1980) (charging party may raise in complaint claims "‘like or related’ to the substance of the . . . charge before the EEOC"). In cases involving multiple plaintiffs, including class actions, it is well established that, under the "single filing" rule, the EEOC exhaustion requirement can be satisfied so long as just one class member files an EEOC charge. Albemarle Paper Co. v. Moody, 422 U.S. 405, 414 n.8 (\915f, Allen v. Amalgamated Transit Union Local 788, 554 F.2d 876, 882- 83 & n.9 (8th Cir.), cert, denied, 434 U.S. 891 (1977); Winbush v. State o f Iowa, 66 F.3d 1471, 1478 (8th Cir. 1995). Moreover, that EEOC charge need not even allege class claims. Rather, so long as the class action lawsuit asserts claims of discriminatory treatment that are "similar" to those alleged in the individual class member’s EEOC charge, the exhaustion requirement is satisfied. Winbush, 66 F.3d at 1478. Accord Oatis v. Crown Zellerbach Corp., 398 F.2d 496, 499 (5th Cir. 1968), quoted in Allen, 554 F.2d at 883 n.9. Further, the Title VII claims that may permissibly be asserted in a lawsuit are not limited to those that were actually alleged in the EEOC charge. Instead, under the liberal canon of construction applied to EEOC charges, "the sweep of any subsequent judicial complaint may be as broad as the scope of the EEOC ‘investigation which could reasonably be expected to grow out o f the charge of discrimination. ’" Cobb, 850 F.2d at 359 (quoting Griffin v. Carlin, 755 F.2d 1516, 1522 (11th Cir. 1985)) (emphasis added). "Because persons - 9 - filing charges with the EEOC typically lack legal training, those charges must be interpreted with the utmost liberality in order not to frustrate the remedial purposes of Title VII." Id. Finally, Title VII provides that the EEOC charge need not even be filed by the person(s) suffering discrimination but also may be filed "on behalf' of such person(s) by another party. 42 U.S.C. § 2000e-5(b). This Circuit has held that class EEOC charges on behalf of groups of workers suffering discrimination may be filed by organizations such as trade unions that represent the interests of the aggrieved workers or are themselves aggrieved. Local 179, United Textile Workers v. Federal Paper Stock Co., 461 F.2d 849, 851 (8th Cir. 1972). See also Allen, 554 F.2d at 883 (discussing Federal Paper Stock). 2. The Southwest Workers Federation’s EEOC Charge Gave Defendant Full, Fair, and Detailed Notice of the Claims Raised in this Lawsuit The principal EEOC charge giving rise to this action was filed on June 28, 1974, by Charles McFadden, the Regional Director of the Southwest Workers Federation (SWF), an organization formed for the purpose of advocating on behalf of black workers in the fight against racial discrimination in employment [P-T8986-94], The SWF charge was filed on behalf of a class of all of defendant’s black employees, all black persons who have sought jobs with defendant, and five named individual black workers employed by defendant. It stated: I wish to file this charge on behalf of all Negro employees, past, present & future, of the Mo. Pacific Railroad. As the Regional Director of the Southwest Workers Association, I have personal knowledge of the discriminatory acts of this employer. I have listed the specific complaints in the attachments to this charge of discrimination form, as well as the identity of the aggrieved employees on whose behalf I file this charge. E1308 (emphasis added). The attachment referred to in the charge continued: - 10 - The above-named employer has discriminated against me and other black employees as well as applicants for employment and past employees because of race, based upon the following acts and conducts among others. 1. The company does not hire blacks on the same basis as whites or in proportion to their numbers in the population. 2. The company does not hire blacks for office clerical, professional or managerial positions. 3. The company does not promote blacks on equal basis. 4. The company has historically, paid blacks less than whites for equal or comparable work and responsibilities. Some of the effects of this practice has caused present black employees to suffer economic discrimination. 5. This company summarily suspends or terminates blacks for offenses which are ignored when they are committed by white employees. By these acts and the totality of their employment practices this company discriminates against me and other blacks because of race on hire, tenure, promotion and all other aspects o f the terms and conditions of employment. E1310 (emphasis added). This charge unambiguously alleged discrimination against the class of all present, past, and future black employees and job applicants. The charge was in no way limited to any single department but rather charged discrimination in all of defendant’s operations. It was unmistakable from the charge that plaintiffs were alleging class-wide discrimination of numerous sorts in all of defendant’s operations. No other interpretation of the charge is remotely plausible. Moreover, the charge clearly enumerated the specific types of discrimination subsequently alleged in the complaint, including those claims at issue in this appeal: discrimination in promotion, in terms and conditions of employment, and in suspension and termination (i.e, discipline). Under the law of this Circuit, such clear enumeration is unnecessary. EEOC charges listing only certain narrow claims can nonetheless support - 11 - much broader lawsuits where the additional claims are found to be either implied or else simply within "the scope of the EEOC ‘investigation which could reasonably be expected to grow out of the charge of discrimination.’" Cobb, 850 F.2d at 359.4 Similarly, as explained above, the law governing EEOC charges does not even require that a defendant receive notice that a claim will be a class action. Rather, a charge filed by an individual that in no way alludes to the possibility of class claims is nonetheless sufficient to satisfy the exhaustion requirements for a subsequent action on behalf of a whole class of workers suffering similar discrimination. Albemarle, 422 U.S. at 414 n.8; Allen, 554 F.2d at 882-83 & n.9; Winbush, 66 F.3d at 1478. Thus, the SWF EEOC charge, with its explicit claims of class-wide discrimination in promotion, terms and conditions of employment, and discipline went far beyond the minimum of what is legally required and gave defendant full, fair, and detailed notice of the nature of the charges leveled against it. Defendant attempts to argue that because the five individual black railroad workers named in the SWF EEOC charge all happened to be employed in defendant’s Mechanical Department, the charge somehow led the railroad to believe that only discrimination *See, e.g., EEOC v. Western Pub. Co., 502 F.2d 599, 603 (8th Cir. 1974) (EEOC charge alleging discrimination in references found to imply broad claim "that the company has been practicing and continued to practice discrimination with respect to every phase of employment"); EEOC v. Delight Wholesale Co., 973 F.2d 664, 668-69 (8th Cir. 1992) (EEOC charge of discriminatory demotion found to support lawsuit also alleging constructive discharge and wage discrimination); Satz v. ITT Financial Corp., 619 F.2d at 741 (EEOC charge of discrimination in pay and promotion found to support lawsuit also alleging discrimination in training and job assignments); Babrocky v. Jewel Food Co., 773 F.2d 857, 865-66 (7th Cir. 1985) (EEOC charge alleging sex-segregated job classifications found to support lawsuit also alleging discriminatory hiring, recruiting, transfer, and promotion practices). - 12 - against workers in that department was at issue. Def. Br. at 19-20. Defendant notes as meaningful the fact that the SWF EEOC charge did not mention the MOW and Transportation Departments by name.5 What defendant fails to mention, however, is that the SWF EEOC charge does not specify any departments. Rather, the charge enumerates specific types of discrimination that defendant has engaged in against black workers and job applicants, and in no way limits itself to any one department. The governing interpretive standard is "the scope of the EEOC investigation which could reasonably be expected to grow out of the charge of discrimination," Cobb, 850 F.2d at 359 (internal quotation marks omitted), construing the charge "with the utmost liberality." Id. It is important to recall that the EEOC charge was filed by SWF, a group committed to attacking employment discrimination institution-wide, and was directed against the Missouri Pacific Railroad, Arkansas’s then-largest private employer and an institution notorious for its treatment of black workers. Given that context, and the broadly framed nature of the charge, it is inconceivable that a resulting EEOC investigation would confine itself narrowly to just one department at the railroad and would arbitrarily ignore discrimination of precisely the types enumerated in the complaint - in promotions, terms 'Defendant also makes reference to the first complaint, filed in 1975, which charged it with various specific types of discrimination and which, like the EEOC charge, did not confine itself to any one department [Al-5], The complaint and its actual content have no legal or other relevance to the instant question of how broad a lawsuit the SWF EEOC charge can support. Rather, as explained above, that scope is determined by the content of the charge and "the scope of the EEOC investigation which could reasonably be expected to grow out of the charge of discrimination." Cobb, 850 F.2d at 359 (internal quotation marks omitted). - 13 - and conditions of employment, and discipline — when it occurred in departments such as Maintenance of Way or Transportation. Indeed, even where an EEOC charge is filed on behalf of an individual, asserting discrimination in a single department of an employer and making no mention whatsoever of discrimination against other workers, that charge can support a lawsuit brought by workers employed in other departments if they suffer from the same sorts of discrimination. Crawford v. U.S. Steel Corp., 660 F.2d 663, 666 (5th Cir. 1981); Oatis, 398 F.2d at 499. Accordingly, there can be no question that the SWF EEOC charge expressly alleging class claims of enumerated types of discrimination can support a lawsuit challenging those same enumerated forms of discrimination as they occur in any of the employer’s departments. Defendant notes that plaintiffs acknowledged at the class certification hearing that individual black Mechanical Department workers might not, under Rule 23, be able to represent a class that included workers from other departments. Def. Br. at 20 (citing A115). While true, this Rule 23 issue has absolutely no bearing on or relevance to the question of how broad a lawsuit the SWF EEOC charge supports. Similarly, Davis v. Bethlehem Steel Corp., 769 F.2d 210, 212 (4th Cir.), cert, denied, 474 U.S. 1021 (1985), cited by defendant, Def. Br. at 19, has no applicability to the instant question. It did not involve interpretation of an EEOC charge, but rather of the allegations in a federal court complaint, and did so not for purposes of evaluating a class certification, but rather to address a tolling issue not raised in this case.6 °The other cases cited in defendant’s brief are equally irrelevant or misleading. Patterson v. Youngstown Sheet & Tube Co., 659 F.2d 736, 739 (7th Cir.), cert, denied, 451 U.S. 914 (1981), simply holds that where, unlike here, an EEOC charge is expressly limited - 14 - In light of the above, there can be no doubt that the claims remaining at issue in this lawsuit - discrimination in assignments in the MOW department, discrimination in promotions in the MOW department, discrimination in terms and conditions of employment in the MOW and Transportation departments, and discrimination in discipline in the MOW department — fall comfortably within the ambit of the EEOC charge filed by SWF. The district court’s certification of the classes was accordingly proper.7 to a single department of an employer and fails to name a particular union as a respondent, that charge cannot support a suit against that union. Hebert v. Monsanto Co., 682 F.2d 1111, 1114-15 (5th Cir. 1982), similarly reiterates the uncontroversial proposition that a lawsuit cannot extend beyond the scope of the EEOC investigation that would reasonably be expected to grow out of the EEOC charge. Defendant’s citation to Ulvin v. Northwestern Life Ins. Co., 943 F.2d 862 (8th Cir. 1991), is misleading because Ulvin is a case concerning the Age Discrimination in Employment Act and accordingly contains holdings which have no applicability to Title VII cases such as this one. See infra note 29 (discussion of Kloos case). The citation to Schnellenbaecher v. Baskin Clothing Co., 943 F.2d 862 (8th Cir. 1991), is similarly misleading. Schnellenbaecher holds that the absence of class-wide allegations in an EEOC charge precludes, or at least weighs strongly against, construing the charge to support a class-wide lawsuit. Id. at 127-28. As discussed above, this position is squarely contradicted by well-established binding precedent of this Circuit and, indeed, of the Supreme Court, which hold that an EEOC charge need not contain class allegations in order to support a class action complaint. See e.g, Allen, 554 F.2d at 882-83; Albemarle, 422 U.S. at 414 n.8. ’There is no question that the SWF EEOC charge fully supported the range of claims certified by the district court. However, we note that even if that were not true, all of the claims concerning the MOW department — i.e, all of the remaining promotion claims, all of the remaining discipline claims, and half of the remaining terms-and-conditions of employment (racially hostile work environment) claims - would still be proper by virtue of a second EEOC charge that named plaintiff and MOW class representative Ernest Franklin filed on December 9, 1975 [E1040-43], Franklin’s charge includes allegations of these same types of discrimination - in promotions, in terms and conditions of employment, and in discharges (i.e., discipline) - and does so on behalf of himself "along with other black persons" [E l042], Were it necessary to rely solely on Franklin’s charge to support the MOW claims, the time period covered by the MOW Department claims would be reduced by eighteen months, since Franklin’s charge was filed a year and one- - 15 - C. The Timing of the Class Certification Motion was Reasonable and Did Not Prejudice the Class or Defendant Defendant misstates the law with regard to the timeliness of class certification. The plain language of Rule 23(c)(1) of the Federal Rules of Civil Procedure places a duty on the court (not plaintiffs, as defendant suggests) to determine, as soon as practicable, whether a suit is to be maintained as a class action.* 8 Of course, "the named plaintiffs' failure to protect the interests of class members by moving for certification surely bears strongly on the adequacy of the representation that those class members might expect to half later than the SWF charge. Because the SWF charge fully supports the claims asserted in the lawsuit, it is unnecessary to rely on Franklin’s charge. Similarly, even if the SWF charge were somehow deemed inadequate, the claims of the Transportation Department subclass, which at this stage concern only discrimination in terms and conditions of employment, would equally survive by virtue of an additional EEOC charge filed by Transportation Department subclass representative Sidney Williams [E233-34], Although Williams’ charge asserted discrimination only in transfers into the Transportation Department, when it is read in conjunction with the charge filed by SWF (of which Williams is a member), the two jointly suffice to support the Transportation Department subclass’ claim concerning terms and conditions of employment. P-T May 27, 1988 telephonic hearing [on temporal scope of subclass] at 5, 9 (last item in Appellees’ Appendix). We also note that, in any event, any problem with the EEOC charge would have no effect whatsoever on plaintiffs’ claims under 42 U.S.C. § 1981 - chiefly concerning promotion within the MOW department from union jobs such as Foreman to management positions such as Roadmaster - for which no administrative EEOC exhaustion requirement obtains. See Johnson v. Railway Express Agency, Inc., 421 U S 454, 460-61 (1975). 8Rule 23(c)(1) requires that "[a]s soon as practicable after the commencement of an action brought as a class action, the court shall determine by order whether it is to be so maintained." FED. R. Civ. P. 23(c)(1) (emphasis added). By contrast, defendant states, "Rule 23(c)(1) requires that a person seeking to represent a class make a timely motion seeking class certification as soon as practicable." Def. Br. at 22 (emphasis added). As described below, a party’s obligation to make a timely motion stems from Rule 23(a)(4), not Rule 23(c)(1) — a subtle but important distinction. - 16 - receive." East Texas Motor Freight v. Rodriguez, 431 U.S. 395, 405 (1977). In this sense, Rule 23(c)(1) relates to Rule 23(a)(4), which requires that "the representative parties will fairly and adequately protect the interests of the class." This determination, however, is more than a mechanical exercise. In the present case, the timing of the class certification motion did not undermine the plaintiffs’ compliance with their Rule 23(a)(4) duty fairly and adequately to protect the interests of the class, nor did it run afoul of the court’s Rule 23(c)(1) obligation to make a determination as soon as practicable.9 "The timeliness of the filing of a class motion may hinge on different benchmarks in different cases." Herbert Newberg & Alba Conte, 1 Newberg on Class A ctions § 3.43, at 3-232 (3d ed. 1992) [hereinafter "NEWBERG"].10 In discussing class certification, this Court has recognized that 9While it appears anomalous that defendant should concern itself with the adequacy of plaintiffs' representation of the class, several courts have recognized that such "concern" is a curious product of the adversary system: It is in the nature of motion practice on class action determination issues that defendants, who naturally have no interest in the successful prosecution of the class suit against them, are called upon to interpose arguments in opposition to class determination motions verbally grounded upon a concern for the "best" representation for the class, while the implicit, but nonetheless real objective of their vigorous legal assault is to insure "no" representation for the class. Dura-Bilt Corp. v. Chase Manhattan Corp., 89 F.R.D. 87, 101 n.15 (S.D.N.Y. 1981) (citations omitted). 10Some federal forums have adopted local court rules requiring plaintiff to file a class certification motion within a designated time period following the filing of the complaint. However, this requirement did not go into effect in the Eastern District of Arkansas until July 1979. more than six months after plaintiffs filed a class certification motion in the instant case on January 28, 1979. See Marshall v. Georgia Pacific Corp., 484 F. Supp. 629, 631 n.2 (E.D. Ark. 1980) ("General Order No. 6 governs procedure in class actions filed in this district on or after July 1, 1979"). The requirement in General Order No. 6 that a plaintiff move for class certification within 90 days of filing the complaint is currently - 17 - "a late motion [for class certification] may be considered upon a finding of excusable neglect or good cause for the delay." Hall v. Bio-Medical Application, 671 F.2d 300, 302 (8th Cir. 1984). Similarly, the Eleventh Circuit has found that "plaintiffs failure to request certification does not automatically make him an inadequate representative of the class, although it is one factor to consider." McKinnon v. Talladega County, 745 F.2d at 1365.“ This Court has held that "the general rule is that a delay prior to moving for class action certification is not a basis for refusing certification absent some showing of prejudice." Livesay v. Punta Gorda Isles, Inc., 550 F.2d at 1111 (no prejudice shown from fourteen-month delay).11 12 The leading treatise in this area suggests that in determining the timeliness of a class motion, the court is usually interested in two things: What was the embodied in Local Rule C-9(3) of the U.S. District Court for the Eastern and Western Districts of Arkansas. 11See also Eirhart v. Libby-Owens-Ford Co., 89 F.R.D. 424, 429 (N.D. 111. 1981) (rejecting defendant’s "unpersuasive" argument that four-year delay in filing for class certification indicates plaintiffs inability to represent class); In re Fleet, 76 B.R. 1001, 1010 (Bankr. E.D. Pa. 1987) ("[W]e are certainly not prepared to say that [four-year delay] pronounces their counsel as less than ‘generally able to conduct the litigation’"). 12Accord e.g., Brickman v. Tyco Toys, Inc., 722 F. Supp. 1054, 1064 (S.D.N.Y. 1989) (shareholders’s failure to seek class certification in federal securities fraud action in timely manner in accord with local rule did not require that class action allegations be stricken, where defendants did not assert that delay in filing for class certification had prejudiced them in any way, and there was no apparent prejudice to putative class); Chambers v. McLean Trucking Co., 550 F. Supp. 1335 (M.D.N.C. 1982) (class certification would not be denied on grounds that the motion was untimely, absent a showing of prejudice); Eirhart v. Libby-Owens-Ford Co., 89 F.R.D. at 429 n.5 ("[Defendant] has not supported its claim by any showing of prejudice" from four-year delay); Dura-Bill Corp. v. Chase Manhattan Corp., 89 F.R.D. at 101 (finding six-year delay not prejudicial; court stated that "[d]elay only plays a decisive role if it results in prejudice"). - 18 - reason for any delay in filing, and will it prejudice the class or the defendant? NEWBERG, at 3-233. Accordingly: The court is seeking to determine only if such a late filing of the class motion will cast doubt on the plaintiffs adequacy to represent the class. Normally, a late filing of a class motion will not automatically bar a class, and doubts about adequacy arising from a belatedly filed class motion will be resolved in the plaintiffs favor, provided the court is further satisfied that there is no material prejudice to the class or to the defendant from such delay. Id. at 3-235. In the instant case, the timetable for determination of the class certification motion was reasonable and did not prejudice either the class or defendant.13 1. The Timing of the Class Certification Motion Was Reasonable Plaintiff did not move earlier for class certification for several reasons. First, the case was transferred to four different judges in four-and-a-half years and became part of a backlog of cases due to vacancies on the bench. Judge Howard correctly recognized this in finding that the lack of discovery and passage of time between commencement of the action and the filing of the class certification motion did not render the representation inadequate. He stated that: The Court is of the view that much of the time that has elapsed since this action was instituted is not chargeable to plaintiffs or their counsel. The record plainly demonstrates that since the filing of this action, this case has been transferred to four different courts before reaching this Court. Moreover, the Court is fully aware that this case is one among many that has been listed, over the years, as a statistic in the backlog of cases in this district because of the lack of judges to deal with the civil and criminal dockets. Notwithstanding the long delay, plaintiffs have continued to press their claims when the opportunity was afforded them. 13This Court should note that unlike in Burkhalter v. Montgomery Ward and Co., 676 F.2d 291, 294 (8th Cir. 1982) (cited in Def. Br. at 23 n.12), plaintiffs in this matter adhered to the briefing schedule established by Judge Arnold’s January 22, 1980 order, which itself was entered "[a]t the request of the plaintiffs, and for good cause shown." Order (Jan 22 1980) [A24], - 19 - Webb v. Missouri P.R. Co., 95 F.R.D. 357, 367 (E.D. Ark. 1982), A319.14 Second, determination of the precise scope of the class was not possible until issues in Broadnax v. Missouri P.R. Co., 27 Fair Empl. Prac. Cas. (BNA) 669 (E.D. Ark. 1978), were resolved, as even one of the defendant unions in this litigation conceded: "It will be difficult, if not impossible, to resolve those issues [related to class certification] until the final resolution of the Broadnax litigation." Response to Motion for Class Certification (by United Transportation Union) [A33], 2. The Timing Did Not Prejudice Either the Class or Defendant In addition to being reasonable, the passage of time between the filing of the complaint and the class certification motion did not prejudice the class or defendant. First, the class was not prejudiced by the delay, as indicated by the fact that the class won on a number of issues at trial.15 Second, by its own account, defendant was able to present sufficient evidence. In fact, defendant goes into great detail discussing the breadth of evidence it presented, in contending that the district court failed to give adequate weight to evidence it offered. See, e.g., Def. Br. at 35, 58-59, 96-97, 107-12. Defendant cannot have it both ways by arguing, on the one hand, that delay in the filing of the class certification motion prejudiced its ability to gather and present evidence, while on the other 14See also Paxton v. Union Nat’l Bank, 688 F.2d 552, 558 (8th Cir. 1982) (highlighting the backlog in Eastern District of Arkansas, this Court quoted from an opinion below, in which the district court judge indicated: "We had a terrible experience in this court of having a moratorium on civil cases for years. Class actions were filed and they sat here for years"), cert, denied, 460 U.S. 1083 (1983). 15While plaintiffs did not win every single issue at trial, a rule requiring a finding of inadequacy whenever one side lost an issue would obviously be unworkable. - 20 - hand, contending that the District Court ignored mountains of evidence gathered and presented by it. Furthermore, it is clear that defendant was not prejudiced by any delay because defendant knew from the start of this lawsuit that its nature was that of a class (not individual) action. The class allegations contained in the EEOC complaint and district court complaint put defendant on notice that the suit was a class action. In this sense, this case is similar to Eirhart, in which the court rejected defendant’s argument that a four-year delay indicated plaintiffs inadequacy, noting that "[i]n literal terms, however, Eirhart moved for certification of the class simultaneously with filing the first pleading that contained class allegations." Eirhart v. Libby-Owens-Ford Co., 89 F.R.D. at 429.16 In the instant case, both the EEOC charge and the district court complaint contained clear indications that the suit would be pursued as a class action.17 XbSee also Sanders v. Lum ’s, 76 F.R.D. 1, 3 (S.D.N.Y. 1976) (delay of over 6 years excused despite local rule because no prejudice shown to defendants who "have been on notice that plaintiff was bringing this action on behalf of himself and ‘others similarly situated’ since the complaint was filed in 1970"); Muth v. Dechert, Price & Rhoades, 70 F.R.D. 602, 606 (E.D. Pa. 1976) (two-year delay excused in light of "absence of any showing of prejudice to the defendants or to members of the class" and the "class action allegations were clearly set forth in the original complaint" so that "[pjrior to the submission of this motion, all parties, and the Court, were well aware of the class action nature of this suit"). l7The EEOC charge filed by the Southwest Workers Federation stated that it was filed "on behalf of the Negro employees, past, present & future, of the Mo. Pacific Railroad." SWF EEOC charge [E1307], See supra pp. 10-11. The complaint filed in the district court is even more specific with regard the class nature of the suit Complaint, at 1 [A1J): Plaintiffs bring this action on their own behalf and on behalf of others similarly situated, pursuant to Rule 23 . . . . Plaintiffs represent the class of black persons who are employed, have been employed, have sought employment, and will in the future seek employment with the defendant Missouri Pacific Railroad, at its facilities in North Little Rock, Arkansas, and - 21 - It is also clear that any delay did not prejudice defendant from the fact that the company did not raise the issue of delay as an objection to the filing of plaintiffs’ initial class certification motion. In fact, the company neither filed a written opposition to plaintiffs' initial motion for class certification, see Docket Sheet (Appellant’s Appendix, Vol. 1 [unnumbered pages]), nor raised an objection based on timeliness at the first class certification hearing. See A35-74. Thus, this objection is waived. See Eirhart, 89 F.R.D. at 429 n.6 ("Any criticism based on the timing of [plaintiffs] class claims is really just such an objection and should properly have been interposed at that time"). 3. Plaintiffs Were Represented at the First Class Hearing Defendants are incorrect in stating that plaintiffs’ counsel were absent from the first class certification hearing and therefore provided inadequate class representation. In fact, Mr. Quiggle, who then represented plaintiffs along with Mr. Walker’s firm, was present at that hearing. See Hearing on Motion for Class Cert. [A36], While defendant contends that plaintiffs’ counsel were unprepared, it was Mr. Smith, counsel for the defendant Railroad, who stated, "I, frankly, thought perhaps the court might set an evidentiary hearing [for a later date] on this issue; I didn’t really realize, and still don’t, really, that the Court might be prepared to hear evidentiary material today" [A46-47], 4- Plaintiffs Cannot be Faulted for Failure to Conduct Discovery Although plaintiffs had propounded some interrogatories, A60, defendants fault them for failing to conduct more extensive pre-trial discovery. Judge Howard was correct who have been, continue to be, and may in the future be adversely affected by the practices complained of herein. - 22 - in observing that "meaningful and comprehensive discovery could not be initiated and implemented until plaintiffs knew whether this action would ultimately proceed either as a class or an individual action." Webb, 95 F.R.D. at 367 [A319-20]. This echoes then- district court Judge Arnold’s earlier observation when he commented, "I can understand why discovery might not have gone forward while the motion for class certification had not been resolved" [A70]. Indeed, when plaintiffs counsel explained that the backlog of cases discouraged counsel from conducting discovery until the case was active so as to avoid having to update and duplicate discovery later, Judge Arnold said, "I can appreciate what you say and I think I would have done the same thing in Mr. Walker’s place . . . ." [A70], D. The District Court Did Not Abuse Its Discretion in Refusing to Decertify the Subclasses Because Plaintiffs ’ Class Counsel Were Inadequate A decision regarding decertification must be upheld unless it was "so erroneous as to constitute an abuse of discretion". Livesay v. Punta Gorda Isles, Inc., 550 F.2d at 1110. The District Court here did not abuse its discretion in rejecting defendant’s repeated attacks on plaintiffs’ adequacy of representation. In its opinion certifying the class, the District Court gave careful consideration to defendant’s arguments before finding, "[plaintiffs’ attorneys have adequate experience and qualifications to assure the Court and the subclasses that they can conduct this litigation in a competent manner." Webb, 95 F.R.D. at 366-67 [A320]. The District Court revisited this issue in its ruling rejecting defendant’s motion to decertify, finding: "It is plain to the Court, and MOPAC does not really deny this, that plaintiffs' attorneys are qualified, experienced and capable of conducting this litigation." Order (March 30, 1988), at 8 (ruling on Rule 41(b) and class decertification motions) [A555], These findings address the essence of the "adequacy of - 23 - representation requirement." See, e.g., Griffin v. Carlin, 755 F.2d at 1533. While defendant relies heavily on Hervey v. City o f Little Rock, 787 F.2d 1223 (8th Cir. 1986), in its brief, that case is inapposite because the district court in Hervey decertified the subclasses - a decision affirmed by this Court on the basis of the deferential "abuse of discretion" standard. By contrast, in the instant case, the District Court rejected defendant’s motion to decertify the subclasses - a decision which should also be affirmed under the abuse of discretion standard. 1- Defendant Misrepresents the District Court’s Findings Defendant’s misplaced reliance on inapposite cases appears to be rooted in its own misconceptions about and mischaracterizations of the record. In its brief to this Court, for instance, defendant incorrectly states in passing that "Judge Arnold had found plaintiffs’ counsel inadequate in 1980." Def. Br. at 26. This allegation, made by defendant carelessly and casually, is not supported by the record. The alleged finding cannot be found in the class certification hearing before Judge Arnold nor can it be deduced from his order denying the first class certification motion.18 18However, in defendant’s Memorandum in Support of Oral Motions to Decertify or Limit Subclasses, submitted to Judge Howard during the trial, defendant made a similar error by asserting that "Judge Arnold therefore concluded ‘that these parties would not be adequate representatives.’" Def. Memorandum in Support of Oral Motion to Decertify or Limit Subclasses, at 39 [A475] (citing Hearing on Class Cert. Motion Transcript (Feb. 11, 1980), at 22-23). A review of the cited transcript pages of the hearing before Judge Arnold reveals that the phrase, "would not be adequate" (emphasis added), nowhere appears. In fact, rather than making such a finding, Judge Arnold stopped short of making any defin itive determination, stating that "the Court does not on the present record conclude that these parties would be adequate representatives." Hearing on Class Cert. Motion Transcript (Feb. 11, 1980), at 23 [A57] (emphasis added). Defendant apparently equates the words, "does not on the present record conclude," with "these parties would not be adequate." Ironically, in its brief to this Court, defendant chides the reader that "Counsel, as officers - 24 - Defendant also contends that the district court mechanically incorporated into its opinion "errors" contained in plaintiffs’ proposed findings, citing a list of findings with which it disagrees (Def. Br. at 34) and referring to purportedly contrary evidence that it proferred on these subjects. A careful comparison of plaintiffs’ proposed findings with the District Court’s decision makes clear that the court below did not simply adopt either party’s proposed findings wholesale. Further, to the extent the District Court chose plaintiffs’ findings over defendant’s on any particular subject, that choice reflects the Court’s determination that plaintiffs’ evidence and interpretation of the evidence was more credible. 2. The District Court Did Not Err in Finding That Neither Party Was Solely Responsible for Delays In the Case_______________________ Defendant has conceded that "plaintiffs’ counsel have not been responsible for all of the delays that have occurred in this litigation"; that defendant was responsible for some delay, such as "changes in counsel and management and trial of other discrimination suits"; and that the parties jointly caused delay with "the settlement of the Mechanical subclass, which did lead to a jointly requested recess in the trial." Consolidated Reply Brief in Support of Motions for Rule 41(b) Dismissal of Claims and Decertification or Limitation of Subclasses, at 51 [A514].19 Indeed, plaintiffs’ delay in constructing their statistical case of the court, have a duty to maintain ‘scrupulous accuracy in references to the record.’" Def. Br. at 34 (citation omitted). ‘"See also the District Court’s finding that "MOPAC conceded in its brief that plaintiffs’ counsel ‘have not been responsible for all the delays that have occurred in this litigation’ and concedes further that the settlement of the Mechanical Class ‘led to a jointly reques- - 25 - was in no small part due to defendant’s refusal to provide statistical information, particularly its litigation data base, when sought through discovery requests. See Hearing in Chambers Transcript (Oct. 16, 1984), at 2-26 [A379-403], Judge Howard noted: Defendant has seen fit to come forth and voluntarily submit the litigation data base. It was at a belated time. It’s sort of conveying a benefit or gift without any substance. Here it is, and [plaintiffs] are unable to use it because of the time factor. Id. at 26 (emphasis added) [A403].* 20 Multiple reasons occasioned delay in the case, including: changing counsel (the only attorney who remained with the case from its inception was plaintiffs’ lead counsel); a change in management at MOPAC (now Union Pacific) including new supervising counsel from Omaha; partial settlement of a major part of the litigation; MOPAC’s need to attend to other discrimination suits, such as Broadnax and Saracini v. Missouri P.R. Co., 431 F. Supp. 389 (E.D. Ark. 1977); and general judicial delays in all civil actions in the entire federal judicial district. Assigning fault to one party or the other is both impossible and unproductive. ted recess in trial’ which has shortened the ‘ultimate resolution of this case.’" Order (March 30, 1988), at 7 (ruling on Rule 41(b) and class decertification motions) [A554], 20See also Eirhart v. Libby-Owens-Ford Co., 89 F.R.D. at 429 (in certifying the class, the court found defendant largely responsible for delay in class certification, noting: "Indeed the principal delay in this action has been caused by [defendant’s] failure to tell Eirhart openly that the rule she was complaining of applied to both men and women"); In re Fleet, 76 B.R. at 1006 (in rejecting defendants’ argument concerning timeliness in class certification motion, the court agreed with the plaintiffs "that Defendants have been less than reasonably cooperative, in discovery and in litigation tactics, and that this factor justified some delay on their part"). - 26 - 3. The District Court Did Not Err in Finding Plaintiffs’ Statistical and Anecdotal Evidence Adequate to Survive Defendant’s Decertification Motion_______________________________________________ ______ Defendant misrepresents the district court's findings regarding plaintiffs’ promotions statistics by suggesting that "the lower court held that plaintiff s promotions statistics had ‘little or no probative value’ and struck them because they had ‘not taken into account nondiscriminatory reasons for the alleged disparity.’ [A561-62]" Def. Br. at 31-32. In fact, a review of the cited pages of the district court’s Rule 41(b) order reveals that this particular finding was limited to one statistical table that was stricken. Order (March 30. 1988), at 15 [A561-62]. Other statistical tables regarding promotions survived the court’s ruling at that juncture and were ultimately relied on in the court’s liability opinion. Plaintiffs presentation of these data, generated from a data base supplied bv defendant reflecting payroll and work history records, was certainly adequate to survive defendant’s decertification motion, and the District Court did not abuse its discretion in so finding. Indeed, the court’s liability opinion reflects that "the parties stipulated that the Payroll file was reasonably reliable and accurate." Webb v. Missouri P.R. Co., 826 F. Supp. 1192, 1204 (E D. Ark. 1993), A657.21 Moreover, the court noted that "Missouri Pacific concedes that there is statistically significant underrepresentation of blacks in the management position of roadmaster when compared to the Maintenance-of-Way Department workforce as a whole." Id. at 1204 n.13, A658. Finally, it was not clearly erroneous for the court to find plaintiffs’ statistical evidence adequate in light of the fact that at the same time defendant 21The court’s findings regarding statistical evidence concerning promotions are based chiefly on the payroll file. - 27 - attacked the information from the data base system as unreliable, it "relied on and submitted data generated from the system to the Equal Employment Opportunity Commission." Id. at 1199, A644.22 It was also not clearly erroneous for the District Court to find plaintiffs' non- statistical evidence (for promotions, terms and conditions, and discipline and discharge) adequate to survive defendant’s decertification motion and to be credible as a basis upon which the ultimate finding of liability could be predicated. Based on anecdotal and statistical evidence, the court found that plaintiffs met the burden of establishing a prima facie case of discrimination in promotions, terms and conditions, and discipline and discharge. Moreover, in each instance in which plaintiffs ultimately prevailed, Judge Howard found that defendant failed to demonstrate legitimate or nondiscriminatory reasons for the disparate treatment or otherwise overcome the inference of discrimination that he found warranted by plaintiffs’ prima facie and rebuttal presentations. E. The Class Representatives Were Fully Adequate to Represent Their Respective Subclasses After a lengthy class certification hearing held over the course of three days, the district court certified five plaintiff subclasses.23 Defendant contends that the two “ "It must be remembered that under federal law all employers who employ fifteen or more employees are covered by Title VII and possess a duty to maintain records regarding employment decisions." Id., A644. "Indeed, Missouri Pacific knew or should have known that the central purpose in structuring and maintaining the records in question is to assist in the resolution of controversies involving employment decisions such as we have in the current case." Id. at 1204, A656. 23The principal subclasses were defined as (1) black workers discriminated against in the Transportation department; (2) black workers discriminated against in the MOW department; (3) black workers discriminated against in the Mechanical department; - 28 - subclasses that prevailed at trial - those for the MOW and Transportation departments - must be decertified on the ground that the designated class representatives do not satisfy the requirements of FED. R. Civ. P. 23. These representatives are fully adequate to represent their respective subclasses, and the District Court did not abuse its discretion in so certifying them. 1. The Maintenance of Wav Department The workers in defendant’s MOW department are responsible for building and maintaining the railroad tracks and beds. The MOW department subclass was defined as All black persons . . . discriminated against because of their race in seeking a transfer into the transportation department, or who have been discriminated against in the terms and conditions of their employment or who were discriminatorily discharged. [A316], The court certified plaintiffs Earnest Franklin and the Southwest Workers Federation (SWF) as representatives of this subclass. Id. As both Franklin and SWF qualify to serve as class representatives, there exist two independently adequate grounds on the record for upholding the MOW certification. Ernest Franklin worked first as a Trackman (an entry-level laborer) and then as a Foreman (a first tier supervisor) within the MOW department. The dirty, physically demanding work of maintaining the tracks makes MOW one of the least desirable places to work in the railroad. Because of discriminatory steering of black workers, MOW has also been the most predominantly black of defendant’s departments. See infra pp. 50-52it has been there that racial harassment has been most pervasive. (4) black job applicants seeking work in any of defendant’s departments. There were also two subclasses concerning claims against union defendants. [A305-26.] - 29 - The MOW subclass prevailed at trial on the following four claims: discrimination in (1) initial job assignments; (2) promotions; (3) terms and conditions of employment (hostile work environment); and (4) discipline. Rule 23(a) establishes the prerequisites for certification of class representatives.24 Defendant challenges Franklin’s qualification to serve in that capacity. First, the railroad charges that Franklin does not demonstrate "high standards of honesty and integrity" and therefore cannot be relied on to "fairly and adequately protect the interests of the class" as required by Rule 23(a)(4). Def. Br. at 43- 49. It is certainly true that the honesty and integrity of a proposed class representative are relevant to a representative’s "adequacy" under Rule 23(a)(4). However, while there is ample authority establishing that a district court may, if it deems appropriate, decline to certify a proposed representative because of such concerns, defendant has cited no case and research has revealed not a single reported decision in which a Court of Appeals has vacated a district court’s class certification on this ground. In this case, after a three-day hearing at which twenty-eight witnesses testified and Franklin was examined at length, the District Court, in its sound discretion, found Franklin an adequate and appropriate class representative. Ruling on one of defendant’s subsequent motions for reconsideration and 24Rule 23(a) provides: Prerequisites to a Class Action. One or more members of the class may sue or be sued as representative parties on behalf of all only if (1) the class is so numerous that joinder of all members is impracticable, (2) there are questions of law or fact common to the class, (3) the claims or defenses of the representative parties are typical of the claims or defenses of the class, and (4) the representative parties will fairly and adequately protect the interests of the class. - 30 - decertification, the Court appeared to be persuaded by plaintiffs' evidence that "Franklin was one of the few black employees who possessed the courage to speak out against" defendant’s system of pervasive discrimination [A567]. In large-scale discrimination cases challenging a powerful defendant’s entrenched practices of discrimination, those willing to brave the retaliation and harassment that all too often greet class representatives typically are iconoclasts. If the idiosyncracies common in persons with such perseverance were to render them inadequate representatives, these systems of discrimination would be rendered immune from legal challenge. On these facts, the district court’s rulings finding Franklin an adequate class representative were not an abuse of discretion. Second, defendant maintains Franklin’s certification was error because his legal claims are not "typical" of those of the MOW class members, as required by Rule 23(a)(3). Def. Br. at 51-56. As the Supreme Court has explained, Rule 23(a)(3)’s typicality requirement and Rule 23(a)(4)’s mandate that the representative "fairly and adequately protect the interests of the class" tend to merge. General Telephone Co. v. Falcon, 457 U.S. 147, 157 n.13 (1982). In essence, they require that "a class representative must be part of the class and possess the same interest and suffer the same injury as the class members." Falcon, 457 U.S. at 156 (quoting East Texas Motor Freight v. Rodriguez) (internal quotes omitted). In Title VII cases, in order to suffer the same injury, the class representative must allege she was harmed by the same discriminatory employment practice that the class alleges. Falcon, 457 U.S. at 158-59 & n.15. Assessed under this standard, it is evident that Franklin’s claims parallel almost exactly the subclass’s three claims — discrimination in - 31 - (1) terms and conditions of employment; (2) promotion; and (3) discipline - easily meeting Rule 23’s typicality threshold. Terms and Conditions of Employment (Racially Hostile Work Environment). The class of MOW workers (together with the class of Transportation workers) charged that defendant had tolerated the existence of a work environment in which black workers were routinely subjected to threatening and demeaning racial slurs, to conditions and treatment worse than that received by whites, and to numerous other daily indignities, small and large. Plaintiffs proved the class claims at trial with extensive anecdotal evidence. See infra Part II.D. Franklin’s own claims concerning hostile work environment were of precisely this same sort, detailing numerous slurs and other indignities he suffered. Franklin’s claim is as typical of the class claim as is likely to occur in a hostile environment case. Both allege and tend to show a pervasive management tolerance for such behavior, thus satisfying Falcon's requirement that both must challenge the same practice. Defendant’s argument that his allegations are too "individualized" and "personal" to be typical, Def. Br. at 56, amounts to a claim that hostile environment claims can never receive class treatment. However, courts have routinely certified hostile environment class actions, and Franklin’s representation in this case falls comfortably within the standard of typicality demonstrated in this body of law. See, e.g., Bremiller v. Cleveland Psychiatric Inst., 879 F. Supp. 782, 796-97 (N.D. Ohio 1995); Alvarado v. Carnation Co., CV94-0248-S-EJL, 1995 U.S. Dist. LEXIS 10084 (D. Idaho June 26, 1995). Promotions. The MOW class charged that, throughout the department, defendant maintained a pattern and practice of discriminating against those black workers seeking to - 32 - be promoted up through the ranks. While blacks were concentrated in the entry-level laborer position of Trackman, very few advanced to the first tier supervisory rank of Foreman, to the desirable craft position of Machine Operator, or to the management rank of Roadmaster. The class proved this claim through statistical, anecdotal, and other evidence. See infra Part II.C. Franklin himself charged he was discriminatorily rebuffed in his efforts to win promotion to the supervisory position of Foreman [T53-54]. He further charged that after he was eventually appointed Foreman, he was then discriminated against still more in attempts to be promoted to the skilled craft position of Machine Operator [T183-85], and to the management positions of Assistant Roadmaster and Roadmaster [T180-83], These claims are identical to the three types of promotion claims asserted by the class: discrimination in promotion from Trackman to Foreman; Trackman/Foreman to Machine Operator; and Foreman to Roadmaster. See infra Part II.C.l. Franklin’s claims thus cover each of the two overarching categories of promotion claims: (1) promotion to union jobs within the MOW bargaining unit (i.e., Trackman to Foreman; and Trackman/Foreman to Machine Operator); and (2) promotion from the bargaining unit to non-union, management jobs (i.e., Foreman to Roadmaster).25 The fact that Franklin’s claims cover both of these categories makes him an ideal class representative. Moreover, the claims of Franklin and the class were both predicated 25Those two groupings are deemed significant because they indicate two different sets of promotional practices. First, within the bargaining unit, promotions were ostensibly governed by a strict bidding system in which seniority weighed heavily. See infra pp. 77 -78. By contrast, there was no formal job announcement, application, or selection process for promotions to management jobs. Seniority was not considered either. See infra pp. 68-69. - 33 - on the existence and operation of a department-wide pattern and practice of discrimination, proven largely through statistical evidence, which was the mechanism by which this promotion discrimination occurred, thereby satisfying Falcon. See infra Part II.C. Defendant argues that because Franklin’s claimed instance of discriminatory denial of promotion to Foreman may have occurred outside of the limitations period for this case, he cannot represent the class as regards that type of claim. Def. Br. at 54. However, even if it is true that his Foreman promotion claim is time-barred, Franklin may still represent the class on such claims since he still asserts a timely promotion claim concerning a bargaining unit position: Machine Operator. Since all of the bargaining unit positions employ the same promotion system (see supra note 25), under Falcon, Franklin’s Machine Operator promotion claim is enough to allow him to represent the class on Foreman promotion claims as well. See Craik, 731 F.2d at 480 n.18 (where two claims involve same employment mechanism or practice, plaintiff alleging one may represent the class on both); Evans v. U.S. Pipe & Foundry Co., 696 F.2d 925, 930 (11th Cir. 1983) (where same evaluation process used for promotions to different positions within a collective bargaining unit, plaintiff allegin discrimination as to one position may represent whole class).26 Discipline. As with promotions, the factual allegation undergirding the discipline claims of both Franklin and the class is the existence of a department-wide pattern and 2l’Defendant also objects that, in light of Franklin’s admission that he did not know the qualifications for promotion to Roadmaster, his management promotion claim is too "amorphous" to be typical of the class’s claims. Def. Br. at 55. However, this quality of Franklin’s claim is not at all atypical. The management promotion system was a standardless "old boy’s network," from which blacks were excluded precisely because of such lack of information. See infra pp. 68-69. - 34 - practice of tolerating supervisors’ meting out far harsher punishment to black workers than to whites. Both claims alleged that this pattern and practice operated through the mechanism of supervisors’ discriminatorily exercising their discretion not to report or punish whites for offenses for which blacks would be punished and, in the case of formal discipline procedures, rubber-stamping punishments meted out to blacks while scrutinizing those for whites. As such, Franklin’s claim was clearly typical of those of the class to a degree that has been recognized to render class certification appropriate. See Paxton v. Union Nat’l Bank, 688 F.2d at 566-67 (reversing district court’s denial of certification of discharge class upon a comparable allegation). 2. Transportation Department The Transportation department subclass was defined as Ail black persons . . . discriminated against because of their race in seeking a transfer into the transportation department, or who have been discriminated against in the terms and conditions of their employment or who were discriminatorily discharged. [A317]. The court certified plaintiffs Sidney Williams and the Southwest Workers Federation (SWF) (as well as another plaintiff who was later dismissed) as representatives of this subclass. Id. Moreover, in an abundance of caution, following entry of judgment on the merits, the court certified as additional representatives of the subclass three individual Transportation department workers who had participated throughout the litigation, two of whom had prevailed on individual claims at trial [A737]. As Williams, the intervenors, and SWF all qualify as adequate class representatives, here there exist three independently adequate grounds for the district court’s certification of this subclass. - 35 - Sidney Williams. Sidney Williams worked as a laborer in the railroad’s Mechanical department until 1979 when he transferred into the Transportation Department. Transportation, whose workers operate the trains, has generally been considered the most desirable of the departments. Historically, Transportation has had the lowest representation of blacks workers and, as discussed below, has given rise to a racially hostile work environment for blacks. Williams charged that he had been discriminatorily treated less favorably than similarly situated whites when, like many workers, he attempted to transfer into this desirable department. 826 F. Supp. at 1217-18, A690-91. Williams also charged that once he transferred into Transportation, he was subjected to a racially hostile work environment in the department. 826 F. Supp. at 1218, A691-92. The District Court found Williams failed to prove both claims. Specifically, the court rejected the hostile work environment claim because Williams had testified to only one racial incident at trial. Id. Defendant charges that Williams did not satisfy the Rule 23(a) requirements as regards the Transportation subclass’s terms and conditions of employment (hostile work environment) claims, thus rendering his certification erroneous. Def. Br. at 39-40. (Defendant does not question Williams’ adequacy to represent the subclass regarding the transfer claims.) Under Falcon, "a class representative must be part of the class and possess the same interest and suffer the same injury as the class members." Falcon, 457 U.S. at - 36 - 156. In addition, there can be no conflict of interest between the class representative and the class.27 Falcon and Rodriguez made clear that the appropriateness of a class representative must be determined based on the evidence at the time of the certification hearing. Significantly, the Supreme Court held that the mere fact that the class representative ultimately proves unable to prove her individual claim at trial in no way undermines her adequacy and ability to serve as a class representative or the propriety of the initial certification. Falcon, 457 U.S. at 156 (quoting Rodriguez, 431 U.S. at 406 n,12).“ This ruling had been anticipated by this Circuit, which long ago adopted the same rule. See Parham v. Southwestern Bell Tel. Co., 433 F.2d 421, 428 (8th Cir. 1970) ("[The named plaintiff s] failure to establish his claim for individual damages will not bar relief for the class he represents. . . . [T]he success or failure of the plaintiffs individual claim in this litigation need not determine the availability of relief to rectify the employer’s class discrimination"); see also EEOC v. Contour Chair Lounge Co., 596 F.2d 809, 813 (8th Cir. 1979); Donaldson v. Pillshury, 554 F.2d 825, 831-32 & n.5 (8th Cir.), cert, denied, 434 U.S. 27For example, where the representative is an incumbent worker wrongly denied promotion, she sometimes cannot represent a class of rejected applicants, since she and the class, if granted relief, might then have conflicting interests with respect to fringe benefits or seniority. Falcon, 457 U.S. at 157 n.13 (citing General Telephone Co. v. EEOC 446 U S 318, 331 (1980)). ^Similarly, in a line of cases addressing the analytically distinct but very closely related question of whether the failure or mooting of a class representative’s claim results in destruction of Article III standing, the Supreme Court has repeatedly affirmed that once certified, such developments do not affect the validity of the certification or the representative’s ability to continue serving in that capacity. See United States Parole Comm’n v. Geraghty, 445 U.S. 388 (1980); Franks v. Bowman Transp. Co., 424 U.S. 747 (1976); Sosna v. Iowa, 419 U.S. 393, 395-403 (1975). - 37 - 856 (1977). Indeed, so strong is this rule that this Court has on occasion reversed lower courts and ordered class certification even where the district court had already rejected the class representative’s individual claim and the viability of that claim remained unclear on remand. See Donaldson, 554 F.2d at 831-32 & n.5. In this case, Williams’ inability at trial, perhaps due to the fading of memories, to offer more than one example of racial harassment (leading the District Court to deny Williams’ individual claim, 826 F. Supp. at 1218, A691-92), does not alter the fact that he believed he had been subjected to a hostile work environment and asserted such a claim at trial. Id. In asserting this claim, Williams was charging that he had "suffered the same injury" regarding the racially hostile work environment as had the class members of the Transportation subclass, thus rendering him an appropriate class representative under Falcon. 457 U.S. at 156. This case bears no resemblance to those where class representatives have been deemed inadequate because they "did not suffer the same injury" as the class. For example, in Rodriguez, the class representatives, who alleged discrimination in promotion, were found inadequate to represent a class charging discrimination in initial hiring because the representatives had formally stipulated that they had not suffered discrimination in hiring. Rodriguez, 431 U.S. at 403-04. In addition, there was evidence of conflict of interest between the representatives and the class, as the representatives were suing to obtain a remedy that the class had already voted to reject. Id. at 405. By contrast, here there is no imaginable conflict of interest between Williams and the Transportation subclass concerning the hostile work environment claim. The court’s - 38 - eventual rejection of Williams’ hostile work environment claim is a classic case example of the sort of post-certification adverse outcome that, under Falcon, Parham, Contour Chair, and Donaldson, does not undermine Williams’ status as class representative. Moreover, Falcon held that even where the class representative suffered from a different sort of discrimination from the class, certification may still be appropriate if the two types of discrimination are linked by or result from the employer’s same "general policy of discrimination." Falcon, 457 U.S. at 156. Applying Falcon, this Court has held that a representative alleging promotion discrimination may represent a class alleging assignment and pay discrimination, since both stem from the employer’s general policy of discrimination concerning employee ranking issues. Craik, 731 F.2d at 480 n.18. Williams not only asserted a hostile work environment claim, but he charged that defendant had a policy and practice of discriminating against him and other black workers seeking to transfer into Transportation. The hostile work environment, which pervaded the Transportation department and the discrimination that met black workers seeking to transfer in, were both manifestations of a pervasive system of discrimination in the Transportation department. In light of this relationship, and the fact that Williams did, in fact, assert a hostile environment claim, there can be no question that under Falcon, Rodriguez, and Craik, he "suffered the same injury" as the class.29 29The cases cited by defendant, Def. Br. at 40, are not to the contrary. In Roby v. St. Louis S. W. Ry., 775 F.2d 959, 961-62 (8th Cir. 1985), the court found that where one named plaintiff admitted facts showing clearly that he had no promotion claim, and where other named plaintiffs had discharge claims that arose in a significantly different context from those of the putative class, the district court did not abuse its discretion in decertifying the class. Similarly, in Briggs v. Anderson, 796 F.2d 1009, 1018 (8th Cir. 1986), a case arising in a highly unusual circumstances, see infra note 31, the court found no abuse of discretion - 39 - Individual plaintiffs added as representatives post-judgment. Following entry of judgment on the merits, defendant moved (as it had done before) to decertify the subclasses, asserting inadequate representation by the named plaintiffs. Although the district court denied that motion [A720-27], in an abundance of caution, it granted plaintiffs thirty days to move to add additional class representatives for the Transportation subclass [A723], Plaintiffs promptly moved to add as representatives three additional individual Transportation department class members - Lawrence Barbee, Barry Duran Stewart, and Billy Joe Collins - the former two of whom had prevailed on individual claims at trial when a district court decertified a termination class after it became clear that several named plaintiffs had voluntarily resigned or else had time-barred claims. Williams’ case is unlike those where the would-be class representatives could not satisfy the most basic elements needed in order to assert the claim charged by the class. Even more important, Briggs and Roby arose in an opposite posture from this case: in both the district court decertified and this Court reviewed and affirmed under the deferential abuse of discretion standard. By contrast, here it is defendant’s burden to show abuse of discretion. Citing Kloos v. Carter-Day Co., 799 F.2d 397, 399-402 (8th Cir. 1986), defendant also charges that Williams is an inadequate class representative because the EEOC charge that he filed (in addition to the EEOC charge filed by SWF, see supra pp. 10-11) did not mention class-based claims concerning terms and conditions of employment. Def. Br. at 40. Defendant’s citation of Kloos is highly misleading. That Age Discrimination in Employment Act (ADEA) case held that in order to support a class action lawsuit, an ADEA EEOC charge must expressly allege class claims. 799 F.2d at 401. This holding rested on an interpretation of ADEA statutory provisions which have no counterparts in Title VII. Acknowledging that the Supreme Court has already held that a Title VII EEOC charge need not allude to class claims in order to support a subsequent class action lawsuit, Albemarle, 422 U.S. at 414 n.8, see discussion supra p.9, the Kloos court thus expressly limited its holding to the ADEA. See Kloos, 799 F.2d at 401 n.5. The fact that Williams’ own additional EEOC charge did not specifically mention a terms and conditions of employment claim is of no significance since, as explained above, defendant received full notice of such claims in the class action EEOC charge filed by SWF, which expressly alleged discrimination in terms and conditions of employment. See supra p. 11. - 40 - [A731]. See 826 F. Supp. at 1218-20, A692-98. The district court granted their motion, certifying the three as representatives of the Transportation subclass, along with Sidney Williams and SWF [A737]. District courts possess an inherent power — indeed, a duty — to reevaluate and, when deemed necessary, "to modify [class certification decisions] in the light of subsequent developments in the litigation." Falcon, 457 U.S. at 160. Although Rule 23(c)(1) empowers district courts to do so at any time "before the decision on the merits," post-judgment intervention is also permitted in appropriate circumstances. See,e.g., United Airlines v. McDonald, 432 U.S. 385 (1977) (approving post-judgment intervention of new plaintiff class member in order to appeal denial of class certification where named plaintiffs would not do so). In large-scale, long-pending Title VII cases, complying with Falcon’s mandate concerning adequacy of class representation has proven a vexing task for courts. The D.C. Circuit has recently addressed this problem in a case where a finding of liability had been entered years before but where possible questions persisted concerning the adequacy under Falcon of the class representatives. See Hartman v. Duffey, 19 F.3d 1459 (D.C. Cir. 1994). The Hartman court expressly recommended that district courts consider adding additional class representatives post-judgment in order to cure any possible adequacy problems. See Hartman, 19 F.3d at 1474. Following the Court of Appeals’ recommendation, the Hartman district court permitted post-judgment intervention and certified the intervenors as class representatives. Hartman v. Duffy, 158 F.R.D. 525, 531-33, 546 (D.D.C. 1994). - 41 - Hartman is on all fours with this case, and confirms the appropriateness of the District Court’s authorization of post-judgment intervention in order to remove any possible doubt concerning the adequacy of the class representation for the Transportation subclass. While such intervention was not necessary in light of Williams’ and SWF’s adequacy (discussed below), the precautionary measure was proper and fully within the discretion of the District Court. Defendant raises a number of objections to the intervention, none of which have merit. First, charging that neither of the original class representatives — Williams or SWF - was ever adequate, defendant argues, citing language in Rodriguez, that if the initial class representatives were inadequate, substitution may never suffice to cure that inadequacy. Def. Br. at 41. This sweeping language, taken out of context from Rodriguez, cannot possibly be taken literally, for if it were, it would bar even pre-trial substitution and would doom all suits with class representation defects to wasteful relitigation, no matter how readily curable they might be through substitution. The opposite reading is expressly confirmed by Hartman.™ Indeed, in the Falcon case itself, the district court on remand, finding the named plaintiff inadequate to represent the class, permitted intervention of new representatives, conditioned only on there having been filed an EEOC charge broad enough to encompass their claims. See Falcon v. General Telephone Co., 611 F. Supp. 707, 718-19 (N.D. Tex. 1985), ajf’d, 815 F.2d 317 (5th Cir. 1987). ™See Hartman, 19 F.3d at 1474 ("Of course, the district court should consider first whether class certification back in 1978 was proper. However, even if class certification in 1978 was premature, it may nonetheless be proper now"). - 42 - Second, citing the fact that the court denied as untimely a motion filed by plaintiffs during the trial seeking to intervene two of the same plaintiffs, Barbee and Stewart [A430- 32, A550 n.3], defendant charges that the post-judgment intervention was somehow untimely. Def. Br. at 42. However, the operative event was the District Court’s reconsideration of the issue, evidently in light of the evidence at trial and defendant’s post trial renewal of its decertification motion. Exercising its inherent discretion to reconsider certifications, the court invited the post-judgment intervention motion [A723], in response to which plaintiffs filed their motion within thirty days as ordered [A731], On these facts, the motion was timely. See Hartman, 158 F.R.D. at 531-32. Third, defendant charges that there is reason to doubt the adequacy of the intervenors to serve as class representatives and that, accordingly, it was error to certify them without first holding a hearing. Def. Br. at 42. However, as the Fifth Circuit held in a section of its first Falcon opinion that was not among those undermined by the Supreme Court’s opinion, certification of a class without a hearing does not constitute grounds for reversal unless the defendant comes forward with evidence "show[ing] that if a hearing had been held, it could have affected his rights substantially." Falcon v. General Telephone Co., 626 F.2d 369, 374 (5th Cir. 1980), vacated on other grounds, 457 U.S. 147 (1982). In this circumstance, such a showing requires evidence tending to cast doubt on the propriety of the certification. While defendant raises (unconvincing) objections to the adequacy of two of the intervenors - Collins and Stewart - defendant has not even alleged Barbee’s inadequacy. Def. Br. at 42. Without such evidence, defendant has not carried its burden of showing that it was prejudiced by the failure to hold a hearing on the - 43 - intervention. Moreover, when intervention of Barbee and Stewart was first considered in 1986 on plaintiffs’ motion, defendant was afforded the opportunity to submit extensive briefing on the issue [A433-38], On these facts, and in light of the District Court's deep familiarity with the intervenors and their claims as a result of the trial, it was not reversible error to intervene these plaintiffs without holding a hearing. Finally, defendant suggests that Barbee, Collins, and Stewart cannot be adequate class representatives if none has filed a valid EEOC charge asserting a terms and conditions of employment (hostile work environment) claim. However, as discussed at length above, in this case, SWF filed a comprehensive EEOC charge containing class claims and specifically charging discrimination in terms and conditions of employment. See supra pp.10-11. This Court held in Local 179, United Textile Workers, 461 F.2d at 850-51, that where an EEOC charge is filed on behalf of a class of workers suffering discrimination, that charge suffices to exhaust their administrative remedies such that any of them may be joined in the action and may sue in their own name as full plaintiffs. The Court reaffirmed and expanded on this principle in Allen, 554 F.2d at 882-83 & n.9, holding that where one individual files a simple, non-class charge with the EEOC, that charge is sufficient to exhaust administrative remedies as regards other individuals who are suffering the same discrimination from the same employer, thus entitling them to sue in their own names. This longstanding law of this Circuit was affirmed again recently in Winbush, 66 F.3d at 1478. It is well-established that where a plaintiffs administrative remedies are exhausted in this fashion, she is available to be certified as a class representative so long as she satisfies the requirements of Rule 23. See Griffin v. Carlin, 755 F.2d at 1532; Walker v. Jim- - 44 - Dandy Co., 747 F.2d 1360, 1366 (11th Cir. 1984); Lilly v. Harris-Teeter Supermarket, 720 F.2d 326, 335 (4th Cir. 1983).31 Under this binding Circuit precedent, the intervenors’ terms and conditions claims are deemed administratively exhausted by virtue of the SWF EEOC charge. Barbee, Stewart, and Collins were thus properly intervened as plaintiffs. In order to be properly certified as class representatives, the only additional requirement was that they meet the ^Defendant cites Briggs v. Anderson, 796 F.2d 1009, 1018-19 (8th Cir. 1986), and Thomure v. Phillips Furn. Co., 30 F.3d 1020, 1027 (8th Cir.), cert, denied,___U .S .___ , 115 S. Ct. 1255 (1994), as contrary authority. Neither is. Thomure, a non-class suit by two individuals under the ADEA and state law, holds simply that one plaintiffs EEOC charge cannot exhaust administrative remedies for another plaintiff if the charge has already been conclusively shown to be without merit. While attempting to distinguish Allen, Thomure acknowledges that Allen, of course, remains the binding law of this Circuit. Briggs is a highly unusual case in which a district court apparently permitted parties to stipulate to a class certification without the parties’ ever so moving or the court’s conducting any Rule 23 analysis. Briggs, 796 F.2d at 1017 & nn.2-3, 1019. The court subsequently decertified the class after trial but before judgment. When the plaintiffs appealed the decertification, this Court catalogued a variety of reasons why the decertification was not an abuse of discretion. In the course of this discussion, the Court stated: "[I]t is also true that the class representative must have filed an EEOC charge in order to have standing to raise the appropriate issues for those class members who did not." Briggs, 796 F.2d at 1018 (citing Allen, 554 F.2d at 882). From the context and the fact that the Briggs court purported to be follow Allen, it seems fairly clear that the above-quoted statement was predicated on a background assumption that no other EEOC charge had been filed. Absent a charge filed by a third party complaining of the same discrimination (as in Federal Paper Stock), it is indeed true that in order for a plaintiff to serve as a class representative, she must have filed her own EEOC charge. Thus, it appears likely the Briggs court did not mean to hold that when there is such a third-party EEOC charge alleging the relevant claims, a plaintiff must still have filed a second, overlapping charge in order to be eligible for certification as class representative. Given this plausible explanation, the fact that this language is at most an alternative ground for the Briggs decertification ruling, the case’s reliance on Allen, and its unusual facts, it seems clear that Briggs does not purport to overrule Allen. Of course, if Briggs did intend such a break, it would then cease to be valid Circuit precedent, for "one panel of this Court is not at liberty to overrule an opinion filed by another panel. Only the Court en banc may take such a step." Brown v. First National Bank in Lenox, 844 F.2d 580, 582 (8th Cir. 1988). - 45 - requirements of Rule 23. The District Court, being familiar with Barbee, Stewart, and Collins’ claims and those of the Transportation subclass as a result of the trial, evidently assessed their qualifications and found them adequate. On these facts, that ruling was not an abuse of discretion. 3. The Southwest Workers Federation As explained above, the named individual representatives of the MOW and Transportation subclasses were fully adequate class representatives. However, SWF, which the court certified as an additional representative of both the MOW and Transportation subclasses, also satisfied the requirements of Rule 23. As such, SWF provides an additional, independently sufficient ground supporting the adequacy of representation for the subclasses. Title VII authorizes "persons aggrieved" by "unlawful employment practices" to sue in court, after having exhausted administrative remedies with the EEOC. 42 U.S.C. §§ 2000e-5(b), (f)(1). The statutory definition of "person" specifically includes "labor unions," "associations," and "unincorporated organizations." 42 U.S.C. § 2000e(a). Interpreting this language in cases involving unions, courts have held that "a union . . . may also be a ‘person aggrieved’ or a ‘person claiming to be aggrieved’ who has standing to sue under Title VII — that is, a member of an aggrieved class. To put the matter simply, a union may be a representative plaintiff in a class action lawsuit brought pursuant to Title VII." UAW v. LTV Aerospace & Defense Co., 136 F.R.D. 113, 124, 127 (N.D. Tex. 1991). This interpretation has long been the law of this Circuit, which in Federal Paper Stock Co., 461 F.2d at 851, held that unions may sue under Title VII to secure redress for - 46 - a class of workers suffering employment discrimination. See also Allen, 554 F.2d at 883 (discussing Federal Paper Stock). The language of Title VII accords unincorporated organizations such as SWF a status equal to labor unions. Under the statute, discrimination against members of an unincorporated association renders the association a "person aggrieved" within the meaning of Title VII, thus entitling it to maintain a lawsuit - and to be certified as a class representative - like any other Title VII litigant. See Goodman v. Lukens Steel Co., I l l F.2d 113, 125 (3d Cir. 1985), aff’d, 482 U.S. 656 (1987) (considering substitution of an unincorporated association as class representative in a Title VII class action, but ultimately concluding record evidence was insufficient to demonstrate association’s eligibility under Rule 23). Not only is there no statutory basis for treating unincorporated associations differently from unions but where, as here, unions are unavailable to serve as class representatives because they have been among those discriminating, it would be particularly unfair to accord an organization such as SWF lesser representational rights. Defendant argues that SWF does not satisfy the prerequisites for associational standing. Def. Br. at 37. This objection misses the point, for SWF’s status in this litigation is as a certified representative in a Rule 23 class action, not as an entity asserting associational standing. "[AJssociational standing . . . [is] irrelevant to [the] analysis of the propriety of class certification pursuant to Rule 23." Frazier v. Consolidated Rail Corp., 851 F.2d 1447, 1456 (D.C. Cir. 1988). It is established that where a union or unincorporated association is a "person aggrieved" under Title VII by virtue of discrimination against its members, it may properly - 47 - be certified as a class representative under Rule 23. See LTV, 136 F.R.D. at 124-26. I Accord AFSCME v. County of Nassau, 664 F. Supp. 64, 68-69 (E.D.N.Y. 1987). Like any other Title VII class representative, the scope of the class the union or unincorporated association may properly represent will depend on the scope of the controlling EEOC charge and the applicable Falcon criteria such as the absence of any intra-class conflict of interest. LTV, 136 F.R.D. at 124-25 & n.9. Defendant charges that SWF cannot establish that its claims are "typical" of those of the subclass, as required by Rule 23. However, as acknowledged by defendant, SWF’s members aggrieved by defendant’s discrimination included Ernest Franklin of MOW and Lawrence Barbee of Transportation. Def. Br. at 38 & n.25. SWF thus has members in each of the departments. It has also filed the operative EEOC charge. Moreover, as a public interest organization, its claims and interests are broad and comport more closely with those of the subclasses than could those of most any individual. Under these circumstances, SWF’s claims qualify as typical and its representation adequate for purposes of Rule 23. Though defendant invokes SWF’s financial status as rendering it inadequate, Def. Br. at 37-38, the court’s judgment to the contrary, after review of all the evidence, is not clearly erroneous. Finally, the fact that SWF was originally certified to represent the Applicant subclass, as well as MOW and Transportation, is of no moment now. Def. Br. at 39. Even if it were true that such joint duties posed a conflict at one time, in light of - 48 - the judgment for defendant on the Applicant claims, any such conflict is now moot and would no longer constitute grounds for modifying SWF’s certification.32 II THE DISTRICT COURT’S RULINGS THAT PLAINTIFFS HAVE PROVEN A PATTERN AND PRACTICE OF DISCRIMINATION BY DEFENDANT ARE NOT CLEARLY ERRONEOUS AND ARE SUPPORTED BY SUBSTANTIAL RECORD EVIDENCE A. Standard of Review The district court’s findings of fact, including its findings of discrimination and its decisions to credit or discount the testimony of various witnesses for the parties, are subject to review under the "clearly erroneous" standard and in considering the correctness of the trial judge’s findings, this Court must take into account the opportunity that the lower court had to observe the witnesses’ demeanor in weighing their credibility. FED. R. Civ. P. 52(a); Anderson v. City o f Bessemer City, 470 U.S. 564 (1985); Pullman-Standard v. Swint, 456 U.S. 273 (1982). ,2For the above reasons, the District Court did not abuse its discretion in finding that the named class representatives of the MOW and Transportation subclasses satisfy the requirements of Rule 23. However, should this Court conclude otherwise, we urge that the court follow the curative course taken by the D.C. Circuit in Hartman, 19 F.3d at 1474, and remand to the District Court with instructions to intervene any additional class representatives that may be needed. A related alternative endorsed by the Third and Fourth Circuits in such cases has been to vacate the judgment but to remand with instructions to "explore the possibility of intervention by qualified class representatives, followed by a proceeding to determine if the findings previously reached may be reinstated." Goodman, 111 F.2d at 124. See also Hill v. Western Elec. Co., Inc., 672 F.2d 381 (4th Cir. 1982). Otherwise, as noted earlier, relitigation of the tolled absent class members’ claims in a new suit would be almost inevitable. "That result would yield no discernable benefit to anyone but would generate substantial loss in time for court, counsel, and parties." Goodman, 111 F.2d at 124. - 49 - B. Discriminatory Assignment of Black Workers to Trackman Jobs in the Maintenance of Way Department In its 125 pages of briefing trying to find fault with the thorough and balanced opinion of the District Court, defendant curiously fails to mention that it has apparently decided not to appeal a major claim on which plaintiffs prevailed: the court’s finding that defendant had a pattern and practice of discriminating against black workers in initial job assignments by concentrating them in Trackman jobs in the Maintenance of Way (MOW) Department. This omission places the rest of defendant’s brief in perspective, exposing defendant’s indignant protestations as a divide-and-conquer strategy by which the railroad seeks to cut its losses by focusing atomistically on selected sub-issues, thereby hoping to obscure the bigger picture and the substantial quantity of evidence of discrimination. Defendant’s MOW Department is charged with building and maintaining the railroad tracks and beds. This dirty and physically demanding work is among the least desirable in the railroad. Predictably, the Trackman position, the lowest-level laborer position within MOW, has historically been one of the most heavily black of defendant’s job categories. The District Court found that once black workers were accepted for employment at the railroad, defendant made a practice of discriminatorily assigning or steering them to work as Trackmen, rather than to other entry-level positions within MOW and in the railroad’s other departments. Plaintiffs adduced statistical evidence in the form of a study by their expert, Dr. Frank James, showing that over the period between 1972 and 1983, the Trackman position was on average 47.5% black [E1343], By contrast, over the same period. Blacks averaged 31.1% of the MOW department-wide work force [E1327], and just - 50 - 16.3% of defendant’s overall work force in its Arkansas and North Little Rock divisions [E1319] — the segments of the company at issue in this case. Plaintiffs’ expert analyzed the likelihood that such disproportionate assignment of black entry-level workers into this one position could have occurred by chance and concluded that that probability was extremely low.33 Plaintiffs also adduced anecdotal evidence in the form of testimony from black workers employed by defendant who confirmed that the Trackman position was radically disproportionately black, and that black workers who applied expressing an interest in any open entry-level position tended to be assigned to work as Trackmen.34 The District Court credited all of the above evidence and analysis, 826 F. Supp. at 1204-05, A657-59, and on that basis found plaintiffs’ statistical study supported an inference that defendant had engaged in a pattern and practice of discriminating against black workers by discriminatorily assigning them to work as Trackmen. 826 F. Supp. at 1206, A661-62. The Court went on to find that defendant had not discredited plaintiffs’ evidence 33The expert employed standard deviation analysis, which the Supreme Court and this Circuit have endorsed as one (but not the only) appropriate methodology for gauging statistical significance. See Hazelwood School District v. United States, 433 U.S. 299, 311 n.17 (1977); Castaneda v. Partida, 430 U.S. 482, 496-97 n.17 (1977); Taylor v. Teletype Corp., 648 F.2d 1129, 1133 n.9 (8th Cir. 1981). Plaintiffs’ expert calculated that the above concentration of blacks in the Trackman position differed by 13.157 standard deviations from what one would otherwise expect. E1343 (handwritten notation); T12554-55. Since the Supreme Court has indicated that a standard deviation of more than two or three is statistically significant, Hazelwood, 433 U.S. at 311 n.17; Castaneda, 430 U.S. at 497 n.17, this disparity is highly probative. MSee 826 F. Supp. at 1205, A658-59 (District Court’s summary of testimony of Eric Hawkins, Walter Robert Washington, and William Baucum). - 51 - (by showing that plaintiffs’ statistical evidence was either unreliable or misleading),35 and accordingly ruled for plaintiffs on this claim. Defendant apparently contemplated appealing this ruling, since it listed several job assignment issues on its Eighth Circuit Appellant’s Form A Appeal Information Form. [A751], However, ultimately defendant elected not to appeal the ruling and has omitted the issue from its appellate brief, evidently concluding that the weight of supporting statistical evidence renders an appeal futile; under the law of this Circuit defendant has now waived its right to do so. United States v. O ’Neal, 17 F.3d 239, 243 n.8 (8th Cir. 1994) ("Rule 28 of the Federal Rules of Appellate Procedure requires the inclusion of a statement of issues in the appellate brief, and issues not raised are considered waived"). C. Discrimination Against Black Workers in Promotions within the Maintenance of Way Department The District Court found that through statistical, anecdotal, and other evidence, plaintiffs proved that defendant engaged in a pattern and practice of disparate treatment discrimination against black workers in awarding promotions within the MOW Department. This ruling is supported by ample record evidence and certainly is not clearly erroneous. 35For a discussion of the type of evidence that must be adduced by a defendant in a Title VII pattern-and-practice disparate treatment case in order to rebut an inference of discrimination that has been established by the plaintiff using statistical evidence, see infra Part II.C.2.a. - 52 - 1. The District Court’s Finding — That the Statistical Evidence Showing Substantial Racial Disparities in MOW Promotions, Taken Together with the Anecdotal and Other Evidence, Supports an Inference of a Pattern and Practice of Discrimination — Is Not Clearly Erroneous a. Plaintiffs’ evidence and the District Court’s findings. As just noted, plaintiffs adduced statistical evidence showed that between 1972 and 1983, the Trackman position was on average 47.5% black [E1343], In sharp contrast, during this same period, Blacks comprised only 29.7% of Assistant Foremen and Foremen, the first tier of MOW supervisors who are promoted from the pool of Trackmen [E1341], The pattern repeated itself at the next promotional level. During the same period, in the MOW management ranks of Assistant Roadmaster and Roadmaster - management positions above Foreman which most often were filled by promotions from the 29.7% black Foremen pool, often by way of the intermediary management position of Track Inspector36 - the black representation was a mere 10.2% [E1329], Finally, in the desirable MOW craft position of Machine Operator (sometimes referred to as Equipment Operator37), openings in which were filled from the Trackmen pool so long as no unassigned Machine Operator was available to fill the position [T16641], Blacks held only 26.3% of jobs [E1337], 36The lowest-level management rank within the MOW department is the Track Inspector position, which is filled by promotions from the Foreman pool [T19913-14, 19916, 19998-20000], Assistant Roadmaster (sometimes called Track Supervisor) and Roadmaster are the next management ranks within MOW above Track Inspector and are filled largely through promotions either from the Track Inspector pool [T20008], or directly from the Foreman pool. 37See, e.g., Defendant’s Proposed Findings of Fact and Conclusions of Law at 90 (using term Machine Operator in discussing job classification referred to as MOW Buildings & Bridges Equipment Operator in Dr. James’ study). - 53 - In addition to their statistical evidence, plaintiffs came forward with anecdotal and other evidence supporting the inference that defendant had a pattern and practice of racial discrimination in MOW promotions. The anecdotal evidence consisted of testimony by individual black railroad workers employed in the MOW department confirming that, in their experience, after Blacks were disproportionately and discriminatorily assigned or steered to work as Trackmen, very few were promoted into supervisory and management posts or into desirable craft positions. See, e.g., P-T12125-26 (testimony of William Baucum) (noted in the district court’s sampling of plaintiffs’ evidence, 826 F. Supp. at 1205, A659). The other evidence introduced by plaintiffs consisted of evidence that promotions - particularly with respect to management positions such as Roadmaster - were made through an informal, highly subjective process that provided ample opportunity for discrimination (discussed infra pp. 68-69) evidence of defendant’s long history of relegating Blacks to only the dirtiest and least desirable jobs, and the anecdotal witness testimony showing that defendant tolerated and maintained a racially hostile work environment (discussed infra Part II.D). Plaintiffs also called to the court’s attention the case of Ingram v. Missouri P.R. Co., 897 F.2d 1450 (8th Cir. 1990), a separate contemporaneous lawsuit in which defendant Missouri Pacific was found to have discriminated against a black worker regarding promotion. The District Court credited plaintiffs’ statistical evidence, 826 F. Supp. at 1204, A657-58, noting that the statistics were based chiefly on data drawn from defendant’s Payroll Data Base, which "the parties stipulated . . . was reasonably reliable and accurate." Id. The court also noted similar analyses by Dr. James showing that very few black workers - 54 - were employed in a range of other positions within the MOW department. See id. at 1203- 04, A658 (MOW Bridges and Buildings positions: Helper Apprentice 19%; Journeymen 7.6%; Inspector Gang Foremen 0.7%). Reviewing these data, the District Court concluded that "[t]he comparisons proffered by Dr. James disclose large disparities as opposed to dose or marginal differences." 826 F. Supp. at 1204, A657 (emphasis added). (By contrast, earlier in the opinion the Court concluded that separate statistical analyses submitted for plaintiffs’ hiring — as opposed to promotion - claims did not "demonstrate^ [a] ‘long lasting and gross disparity’ between those blacks actually hired by Missouri Pacific during the relevant time frame and those pools resorted to in making the statistical comparisons." 826 F. Supp. at 1202, A652.) After additionally noting the anecdotal and other evidence of discrimination summarized above, and stressing that defendant "resorted to standardless policies and practices when making meaningful employment decisions" such as promotions, the Court concluded that plaintiffs’ evidence supported an inference "that Missouri Pacific maintains a policy, pattern and practice of discriminating against the members of the (MOW] subclass in promotionsf,] which action is based on race." 826 F. Supp. at 1206, A661.38 b. The District Court correctly ruled that plaintiffs' statistical and other evidence supported an inference of a pattern and practice of discrimination. The District 3sAlthough the District Court occasionally characterized defendant’s proof as inadequate to rebut plaintiffs’ prima facie case, these comments must be taken in the context of the entire opinion, which makes clear that the Court weighed all of the evidence without regard to any "presumption" created by the prima facie case - and found that plaintiffs had proved some of their claims by a preponderance of the evidence and had failed to prove others. See infra p. 115 n. 72 . - 55 - Court’s finding was fully in accordance with binding precedent governing consideration of statistical proof in Title VII pattern-and-practice disparate treatment cases. The Supreme Court held in Teamsters v. United States, 431 U.S. 324 (1977), and Hazelwood School District v. United States, and reaffirmed in Bazemore v. Friday, 478 U.S. 385 (1986), that plaintiffs in Title VII pattern-and-practice cases may prove disparate treatment employment discrimination by means of statistical evidence. In Craik, now-Chief Judge Arnold summarized this body of law governing class actions charging a pattern-and-practice of disparate treatment discrimination: Normally, the plaintiff will produce statistical evidence showing disparities between similarly situated protected and unprotected employees with respect to hiring, job assignments, promotions, and salary, supplemented with other evidence, such as testimony about specific incidents of discrimination. The defendant, in rebuttal, will attempt to show that the plaintiffs "proof is either inaccurate or insignificant." [Teamsters, 431 U.S. at 360], If it fails, the "trial court may then conclude that a violation has occurred and determine the appropriate remedy." Id. at 361. Craik, 731 F.2d at 470. Accord Catlett v. Missouri Highway & Transp. Comm’n , 828 F.2d 1260, 1266 (8th Cir. 1987), cert, denied, 485 U.S. 1021 (1988).39 39Craik correctly anticipated Bazemore v. Friday, 478 U.S. 385 (1986), by treating the plaintiff s statistical showing as sufficient not only to establish a prima facie case and to require the defendant to go forward, Craik, 731 F.2d at 476, but also as evidence probative on the ultimate question of discriminatory treatment, which the defendant can in turn attempt to rebut "by showing that [the statistical evidence] was inaccurate or insignificant or by providing a nondiscriminatory explanation for the apparently discriminatory result." Id. See Bazemore, 478 U.S. at 398: [I]f the defendants have not succeeded in having a case dismissed on the ground that plaintiffs have failed to establish a prima facie case, and have responded to the plaintiffs’ proof by offering evidence of their own, the factfinder must decide whether the plaintiffs have demonstrated a pattern and practice of discrimination by a preponderance of the evidence. - 56 - Statistical evidence showing a disparity between the representation of minorities in a particular job category and their presence in the relevant labor pool from which hires or promotions are drawn can — either taken alone or bolstered by other evidence — give rise to an inference of discrimination so long as the disparity is of a greater scope than that reasonably attributable to chance. See Teamsters, 431 U.S. at 339; Hazelwood, 433 U.S. at 310-11 & n.17; Craik, 731 F.2d at 475-76 & n.13. Moreover, even fairly crude statistical analyses showing racial disparities between a particular job category and the general population in that region can support an inference of discrimination when they reveal "gross statistical disparities." See Hazelwood, 433 U.S. at 307-08 (citing Teamsters, 431 U.S. at 339); Craik, 731 F.2d at 479. In this case, the very low representation of Blacks (1) in the positions of Assistant Foreman/Foreman (29.7%) and Machine Operator (26.3%), when contrasted with the 47.5% black Trackmen pool (the relevant labor pool for promotions to these positions), and (2) in the positions of Assistant Roadmaster/Roadmaster (10.2%), when contrasted with the 29.7% black Foreman pool (the relevant labor pool for promotions to these positions), when considered together with plaintiffs’ anecdotal and other evidence,40 more * 4 This Court and the other courts of appeals have interpreted Bazemore as endorsing Craik’s treatment of statistical evidence as creating an inference of discrimination on the ultimate question of disparate treatment - an inference that the defendant bears the burden of rebutting. See Catlett, 828 F.2d at 1266; Palmer v. Schultz, 815 F.2d 84, 101 & n.13 (D.C. Cir. 1987). See also discussion infra Part II.C.2.a. 4l,Defendant charges that the fact that the anecdotal testimony of discrimination in MOW promotions noted by the District Court chiefly concerned promotions to supervisory positions (i.e, Assistant Foreman/Foreman), as opposed to management positions (i.e., Assistant Roadmaster/Roadmaster), should somehow count against plaintiffs. Defendant contends that "if there was a routine, classwide practice of discrimination in promotions to - 57 - than sufficed to create an inference of racial discrimination under Hazelwood and Teamsters, as the district court correctly concluded. By any measure, these degrees of underrepresentation suffice to create an inference of discrimination. See, e.g., Teletype , 648 F.2d at 1134 (where Blacks were 20.4% of work force but 24.7% of workers laid off. disparity supported inference of discrimination); Catlett, 828 F.2d at 1266 (where women were up to 48% of the relevant work force but less than 10% of hires, disparity supported inference of discrimination); Carroll v. Sears, Roebuck & Co., 708 F.2d 183, 193 (5th Cir. 1983) (where Blacks were 26.8-34.3% of the work force, but only 14.5-18.7% of division managers and 0-4% of other managers, disparities supported inference of discrimination); Capaci v. Katz & Besthoff, Inc., 711 F.2d 647, 652, 662 (5th Cir. 1983) (where women were 19.2% of applicants for manager trainee positions but only 9.2% of those chosen, disparity made "an overwhelmingly strong statistical case" supporting inference of discrimination).41 41 MOW management, plaintiffs should have been able to bolster their case with specific instances of discrimination." Def. Br. at 94-95 (citing Eubanks v. Pickens-Bond Const. Co., 635 F.2d 1341, 1351 (8th Cir. 1980)). Eubanks, however, in no way holds that a negative inference should be drawn from an absence of anecdotal evidence on a given claim. Rather, it simply notes the well-established rule that pattern-and-practice claims may be proven using anecdotal evidence. It is the law of this Circuit that "[e]ither of these types of proof [~ anecdotal or statistical evidence --] alone may be sufficient to establish a pattern or practice of discrimination." Catlett, 828 F.2d at 1265 (emphasis added). 41The Supreme Court has expressly disavowed that "precise calculations of statistical significance are necessary in employing statistical proof." Hazelwood, 433 U.S. at 311 n.17. However, such calculations can assist a court in gauging the significance of an observed disparity, and the Supreme Court has welcomed inclusion of such calculations in appellate briefs as an aid to the reviewing court. See Alexander v. Louisiana, 405 U.S. 625, 630 n.2 (1972) (relying on analysis contained in petitioner’s brief in the Supreme Court); Whitus v. Georgia, 385 U.S. 545, 552 n.2 (1967). The disparity between the 47.5% eligible black workforce of Trackmen and the 29.7% black representation in the Foremen ranks reflects a standard deviation or "z value" - 58 - of -2.58, whether calculated using the formula employed by plaintiffs’ expert, see P-T125lb- 23 (plaintiffs’ expert applying the formula), or that recommended by the Supreme Court in Hazelwood, 433 U.S. at 311 n.17, and Castaneda, 430 U.S. at 496-97 n.17. The fact that the z value is negative indicates that Blacks are underrepresented among Foremen. A z value of -2.58 means that the probability that this promotion pattern could have resulted by chance is approximately 0.01 or 1%. See WILLIAM M. MEREDITH, BASIC Mathematical and Statistical Tables for Psychology and Education , Table 5-1 (1967) (z value of ±2.58 means probability distribution occurred by chance is .0100); T12520-23. Since the Supreme Court has indicated that a z value of more than two or three is statistically significant, Hazelwood, 433 U.S. at 311 n.17; Castaneda, 430 U.S. at 497 n.17, this calculation confirms that the observed disparity is reliable to demonstrate a pattern and practice of discrimination. The formula used by plaintiffs’ expert, as applied to the Trackman pool / Foremen comparison, would be as follows: z=- ob eb N EbxEB w Ob = Observed Blacks, that is, the mean percentage of foremen who were black during the time period covered. EB = Expected Blacks, that is, the percentage of Blacks in the eligible workforce (the Trackman pool). Ew = Expected Whites, that is, the percentage of whites in the eligible workforce (the Trackman pool). T = Total number of Foremen, that is, mean number of foremen during the time period. Based on plaintiffs’ statistical evidence, the relevant values for these variables are: Ob = 29.7% = .297; EB = 47.5% = .475; Ew = 52.5% = .525; T = 52.5 See E1343, 1345. Plugging these values for the variables into the formula yields the following calculation: z=- .297-.475 -.178 -.178 .475*.525 /0O475 <*» N 52.5 = -2.58 - 59 - Moreover, the Court’s noting of defendant’s informal and standardless promotion policies as a fact bolstering this inference is fully supported by the law of this Circuit: Promotional procedures wherein white supervisors make the promotional decisions on the basis of largely subjective criteria must be closely scrutinized because of their susceptibility to discriminatory abuse. Paxton v. Union Nat’l Bank, 688 F.2d at 563-64 n.15 (gathering cases). While the fact that defendant’s largely white supervisory force administered a subjective promotion system "provides no direct proof [of discrimination], it bolsters the trial court’s conclusion of discrimination." Teletype, 648 F.2d at 1135 (gathering cases). Similarly, this Court has held that an employer’s history of employment discrimination can equally bolster the inference of discrimination created by plaintiffs statistical evidence. Paxton, 688 F.2d at 564. c. The District Court’s reliance on the available statistical data, which was "snapshot" data, was appropriate. Plaintiffs’ statistical evidence concerning MOW promotions consisted of what is known as "snapshot" data for each of the twelve years The Castaneda/Hazelwood formula is: s/TxEbxEw In this formula, NB = the mean number of Blacks who were foremen, or 15.6, during the time period, and PR = the mean number of Blacks that would be expected to be foremen given their representation in the eligible Trackman pool workforce, or 24.9 (calculated by multiplying ER times T). Plugging the values for the variables into this formula yields the following calculation: 15.6-24.9 -9.3 _ -9.3 v/52.5x.475x.525 /I3 T 3-6 -2.58 - 60 - between 1972 and 1983. These data showed the number of employees, broken down by race, that worked for defendant in each of the various MOW job categories (e.g., Trackman; Assistant Foreman/Foreman; Assistant Roadmaster/Roadmaster; Machine Operator) during each of the twelve years. See E1343, 1341, 1329, 1337. These snapshot data differs from "applicant flow" data, which would show the racial composition of the pool of workers who actually applied for available promotion positions, together with the racial breakdown of the group of persons ultimately awarded the promotions. Defendant charges that the district court erred as a matter of law in according any probative weight to plaintiffs’ snapshot statistical evidence. Def. Br. at 82 (quoting McIntosh v. Weinberger, 810 F.2d 1411, 1428 (8th Cir. 1987)). Defendant’s contention is flatly contradicted by longstanding Supreme Court doctrine. In Hazelwood, the Court expressly held that The [Eighth Circuit] was correct in the view that a proper comparison was between the racial composition of Hazelwood’s teaching staff and the racial composition of the qualified public school teacher population in the relevant labor market. Hazelwood, 433 U.S. at 308. This analysis endorsed by the Supreme Court was a snapshot analysis because it consisted of an aggregate comparison between the racial composition of the incumbent employee pool and that of the relevant pool from which the employees were hired. An applicant flow analysis would have required comparison of the racial composition of (1) the group of persons that actually applied for jobs, and (2) the group of persons ultimately hired during the relevant period. While acknowledging that, where available, such applicant flow data is very helpful, the Hazelwood Court affirmed that inferences of discrimination may nonetheless be drawn from aggregate snapshot statistics: - 61 - Although the petitioners concede as a general matter the probative force of the comparative work-force statistics, they object to the Court of Appeals’ heavy reliance on these data on the ground that applicant-flow data, showing the actual percentage of white and Negro applicants for teaching positions at Hazelwood, would be firmer proof. As we have noted, see n.5, supra, there was no clear evidence of such statistics. We leave it to the District Court on remand to determine whether competent proof of those data can be adduced. If so, it would, of course, be very relevant. Cf. Dothard v. Rawlinson, [433 U.S. 321, 330 (1977)]. Hazelwood, 433 U.S. at 308 n.13. The courts of appeals have unanimously and faithfully applied this rule: [Wjhen applicant flow figures are flawed or otherwise unavailable, we have allowed plaintiffs to use other statistical measures to establish a prim a facie case of discrimination. See, e.g., [Philips v. Joint Legislative Comm., 637 F.2d 1014, 1025 (5th Cir. 1981), cert, denied, 456 U.S. 960 (1982)] (noting that actual applicant flow figures were unavailable because the employer did not identify applicants by race); Robinson v. Union Carbide Corp., 538 F.2d 652, 657-58 (5th Cir. 1976) (upholding the district court’s refusal to employ an applicant flow analysis), modified in part on other grounds, 544 F.2d 1258 (5th Cir. 1977). Anderson v. Douglas & Lomason Co., 26 F.3d 1277, 1287 (5th Cir. 1994), cert, denied, 115 S. Ct. 1099 (1995). Accord Movement for Opportunity & Equality v. General Motors, 622 F.2d 1235, 1244-45 (7th Cir. 1980). In Craik, this Court followed Hazelwood and permitted use of snapshot statistics to prove a Title VII pattern-and-practice claim, thus establishing the law of this Circuit on this issue. In Craik, the plaintiffs adduced snapshot statistical evidence to demonstrate that the defendant, a university, had discriminated in the ranks it assigned (through both initial job assignments and promotions) to female professors. See Craik, 731 F.2d at 475-76 (describing snapshot analysis which compared representation of women at different ranks without focusing on actual promotions or assignments made during the relevant period). The Craik court held that plaintiffs’ snapshot evidence, together with other evidence, - 62 - sufficed to create an inference of a pattern-and-practice of disparate treatment discrimination. Id. In an attempt to rebut plaintiffs’ statistical showing, the Craik defendant came forward with a variety of evidence including applicant flow data. Id. at 477. The Craik court recognized that "[ejvidence such as [applicant flow data] is quite probative because it focuses precisely on the decisions made during the relevant time frame; it does not, like ‘snapshot’ statistics, incorporate ‘the residue of past discrimination.’" Id. at 478 (quoting Movement for Opportunity & Equality, 622 F.2d at 1245). However, finding methodological flaws in the defendant’s applicant flow analysis, the court rejected it and consequently found that the plaintiffs had proven discrimination through their snapshot evidence. Id. Defendant relies on this Circuit’s ruling in McIntosh v. Weinberger, 810 F.2d 1411, 1428 (8th Cir. 1987), in arguing that snapshot evidence cannot suffice to prove employment discrimination. Def. Br. at 82. The relevant discussion in McIntosh concerns a Title VII disparate impact claim (not a pattern-and-practice disparate treatment claim) charging that the net effect of the various selection criteria used in a civil service promotion system had a disparate impact on black workers. The McIntosh court held that, in that case, snapshot evidence did not suffice to show that the challenged promotion system indeed had a disparate racial impact. 810 F.2d at 1428. It is quite clear that McIntosh has no applicability to this case. McIntosh does no more than restate a well-established principle that applies only to disparate impact cases and, even there, only to a certain subset of disparate impact cases: those charging that the use of a test or other similar employee selection procedure serves disproportionately to - 63 - exclude minority candidates. It is obvious that in order to assess whether a test or promotion procedures like those at issue in McIntosh have a disparate racial impact, one must have data showing the effects of the test or procedure on those who take it - that is, on applicants for hire, transfer, promotion, etc. In such cases, analysis of racial impact is simply impossible without such applicant flow data. (By contrast, however, where a disparate impact challenge focuses on an employment criterion such as a minimum height and weight requirement or a high school diploma requirement, the Supreme Court has expressly held that snapshot data showing the distribution of these characteristics or qualifications among men and women or Blacks and whites in the general population can suffice to demonstrate disparate impact. See Dothard v. Rawlinson, 433 U.S. 321, 330 (1977); Griggs v. Duke Power Co., 401 U.S. 424, 430 & n.6 (1971)). It is clear that the McIntosh court’s statements about snapshot data are limited to the above species of disparate impact case, as confirmed by the court’s prefatory observation that "the adverse-impact theory . . . imposfes] on the plaintiff a more exacting duty of showing the actual effect of the challenged practice" than does the disparate treatment theory. McIntosh, 810 F.2d at 1427. As discussed above, the Supreme Court in Hazelwood has expressly sanctioned use of snapshot data to prove pattern-and-practice disparate treatment cases, and McIntosh in no way purports to flout the teaching of this binding precedent. As such, the McIntosh holding has no applicability in a disparate treatment case such as this one.42 42Indeed, had the McIntosh court purported to bar consideration of snapshot evidence in pattern-and-practice disparate treatment cases, such a ruling would have violated not only the Supreme Court’s mandate in Hazelwood, but also the law of this Circuit. Craik, - 64 - Under Hazelwood and Craik, the District Court was correct to permit plaintiffs to rely on snapshot evidence to prove a pattern and practice of disparate treatment discrimination. As defendant failed to come forward with applicant flow data or any other statistical evidence explaining the disparities demonstrated by plaintiffs, the district court properly found for plaintiffs on the promotion claim. d. Even i f reliance on snapshot data were not generally appropriate, it would still be appropriate on the facts of this case. Even if applicant flow data were instead the only generally acceptable form of statistical evidence for proving pattern-and-practice disparate treatment claims, an exception permitting the use of snapshot data would have to apply on the facts of this case, for three reasons. First, although applicant flow data concerning MOW promotions might have been useful, they simply were not available in this case. While applicant flow data did exist for entry-level hiring [T17351-52], defendant’s data base expert, Mr. Mark Flolid, testified that defendant’s computerized Human Resources System data base (the company’s chief which permitted use of snapshot data to prove a statistics-based pattern-and-practice disparate treatment claim, was decided before McIntosh and thus constitutes the law of this Circuit on this issue. "[OJne panel of this Court is not at liberty to overrule an opinion filed by another panel. Only the Court en banc may take such a step." Brown v. First Nat’l Bank in Lenox, 844 F.2d at 582. "A necessary corollary of that rule, and one equally as firmly established, is that should a later panel render a decision conflicting with that of an earlier one, it is the earlier decision which is to be followed and not the later." Johnson v. Mortal, 843 F.2d 846, 847 (5th Cir. 1988). See Bressman v. Farrier, 900 F.2d 1305, 1318 (8th Cir. 1990) (opinion of Heaney, J.). Accordingly, even if McIntosh purported to bar reliance on snapshot data in disparate treatment cases, the "law of the Circuit" doctrine would oblige this Court to disregard McIntosh and follow Craik. However, the fact that both opinions were authored by now-Chief Judge Arnold strongly suggests that McIntosh did not purport to overrule Craik and is instead limited to disparate impact cases challenging the use of tests or other similar employee selection procedures. - 65 - repository of information on defendant’s work force) did not accurately record information indicating which workers had received what promotions. See T17092 ("Clearly the promotion counts and transfer counts, that information was not there at all in terms of accurate identification of that type of transaction"). Nor did it include the other essential data component that would be needed in order to perform an applicant flow analysis: data on workers who unsuccessfully sought promotions. Moreover, there is no record evidence indicating that defendant collected and then preserved in paper form these applicant flow data on promotions. Under Hazelwood and Craik, it was proper for the district court to allow plaintiffs to prove their case using snapshot evidence regardless what applicant flow data existed. However, the complete unavailability of applicant flow data renders the court’s conclusion doubly proper. Indeed, defendant’s failure to preserve applicant flow data for promotions not only further validates reliance on the snapshot data, but it would actually entitle the District Court to presume that flow data, had it been preserved, would have strengthened plaintiffs’ (not defendant’s) case. Once an EEOC charge is filed in a Title VII case, an employer has an obligation to preserve records relevant to that charge. 42 U.S.C. § 2000e-8(c); 29 C.F.R. § 1602.14 (1995)43; EEOC v. Shell Oil Co., 466 U.S. 54, 78 n.35 43The version of the present 29 C.F.R. § 1602.14 regulation which was in effect in 1974 when the EEOC charge giving rise to this action was filed provided, in pertinent part: Any personnel or employment record made or kept by an employer (including but not necessarily limited to application forms submitted by applicants and other records having to do with . . . promotion . . . ) shall be preserved by the employer for a period of 6 months from the date of the making of the record of the personnel action involved, whichever occurs later. . . . Where a charge of discrimination has been filed . . . against an employer under Title VII, the respondent shall preserve - 66 - (1984).44 Since the EEOC charge in this case complained of a pattern and practice of discrimination in promotions [E1310], defendant was on notice and had a duty to save records pertaining to promotions, the most basic of which would have been records demonstrating applicant flow. Failure to maintain such relevant records can entitle a court to presume that the lost evidence would have harmed, not helped, the defendant’s case.45 Second, even if applicant flow data were available, it would have been improper to rely on them because such data would have understated the true scope of discrimination in MOW promotions. As discussed above, applicant flow data compare the pool of applicants for promotion with the pool of persons awarded promotions. However, in this all personnel records relevant to the charge or action until final disposition of the charge or action. The term "personnel records relevant to the charge," for example, would include all personnel or employment records relating to the aggrieved person and to all other employees holding positions similar to that held or sought by the aggrieved person and application forms or test papers completed by an unsuccessful applicant and by all other candidates for the same position as that for which the aggrieved person applied and was rejected. 29 C.F.R. § 1602.14 (1976), codifying 37 Fed. Reg. 9219 (May 6, 1972), reprinted in Barbara L. Schlei & Paul G rossman, E mployment D iscrimination Law at 1354-55 (1st ed. 1976) (emphasis added). 44Defendant has previously asserted that a duty to maintain such records obtains only once a lawsuit has been filed and certified as a class action. However, the authorities make clear that this duty attaches immediately upon the filing of an EEOC charge that contains class allegations. See EEOC v. Shell Oil Co., 466 U.S. at 78 n.35. 45See United States v. California Dep’t o f Corrections, 62 Fair Empl. Prac. Cas. (BNA) 1865, 1872-74 (E.D. Cal. 1990). See also Anderson v. Douglas & Lomason Co., 26 F.3d at 1287 n.13 (adverse inference a permissible sanction for failure to preserve required records, but not appropriate where facts show defendant did, in fact, preserve records in its possession from six months before date of EEOC charge); Huey v. Sullivan, 971 F.2d 1362, 1364 (8th Cir. 1992) (EEOC recognizes duty to preserve records and applies adverse inference where defendant’s destruction prevents plaintiff from proving case); Jackson v. Harvard Univ., 721 F. Supp. 1397 (D. Mass. 1989). - 67 - case, use of the pool of MOW Trackmen who actually applied or "bid" for promotions as the appropriate labor pool for this comparison would not reveal the true scope of discrimination because many Trackmen were likely deterred from even applying for promotions. The Supreme Court and this Circuit have held that courts may appropriately presume that where an employer has a pattern and practice of discriminating, minority workers, who otherwise would have sought promotions, may be deterred from applying, believing that to do so would be futile. See Craik, 731 F.2d at 474-75 (quoting Dothard v. Rawlinson, 433 U.S. at 330). Moreover, this Court has specifically held that where, as here, an employer maintains a racially hostile work environment (see 826 F. Supp. at 1207-08, A663-66 & discussion infra Part II.D), such deterrence is particularly likely. See Winbush, 66 F.3d at 1480-81 (quoting Teamsters, 431 U.S. at 365). In such circumstances, the courts should use the pool from which applicants would normally emerge - rather than data on workers who actually applied for promotions - as a proxy for what the expected racial composition of the applicant pool would have been, had minority workers not been deterred from seeking promotions. In this case, for promotions to Assistant Foreman, Foreman, and Machine Operator, that pool is the aggregate Trackman labor force. For promotions to Assistant Roadmaster and Roadmaster, that reference group is the pool of Assistant Foremen and Foremen. Finally, it would be literally impossible to use applicant flow data to analyze discrimination in promotions to the MOW management ranks of Assistant Roadmaster and Roadmaster. While there was a formal application or "bidding" process for promotion to - 68 - the first tier supervisory ranks of Assistant Foreman and Foreman, defendant had no formal application procedures for MOW workers seeking promotion to Assistant Roadmaster and Roadmaster [P-T180; P-T20861; P-T20776 (stipulation of counsel)]. Rather, under this informal system, neither promotion opportunities [P-T19729], nor the procedures for seeking promotion were publicly posted [P-T20862-63], Although workers were free to communicate an interest in promotion to supervisors [P-T0861], those superiors ultimately made promotions to management by hand-picking the workers to be promoted, often without the workers’ ever having communicated an interest to the supervisor [T20861-62; T19730 ("Management positions are by appointment")]. It was not until approximately the summer of 1985, just before this case went to trial, that defendant adopted a written application process as a consequence of its merger with the Union Pacific Railroad [T20776], Indeed, in Ingram v. Missouri P.R. Co., a separate lawsuit in which the district court made a finding, affirmed by this Court, that Missouri Pacific discriminated against a black worker regarding promotion, there was an explicit finding that defendant’s promotion process was "an old boys’ network wherein some people are ‘picked’ for promotion over others without any general notice and wherein some people are excluded from any information about the network . . . ." 897 F.2d at 1451.46 46The court below took judicial notice of the Ingram court’s findings, 826 F. Supp. at 1206-07, A663, pursuant to Fe d . R. Evid . 201(b)(2). Defendant charges that such judicial notice was improper, citing 9A CHARLES A. WRIGHT & ARTHUR R. MILLER, FEDERAL Practice and Procedure § 2579, at 543 (2d ed. 1994) [hereinafter "Wright & MILLER]. Def. Br. at 91. Flowever, the treatise citation and the single fifty-year-old district court case on which it relies, Ball v. Paramount Pictures, Inc., 67 F. Supp. 1 (W.D. Pa. 1946), cited in 9A WRIGHT & MILLER § 2579, at 543 n.18, are not relevant. Ball simply - 69 - In light of this highly informal promotion procedure, it would have been literally impossible to come up with applicant flow data for promotions to MOW management positions made during this period. This fact still further confirms the appropriateness of the district court’s acceptance of and reliance on plaintiffs’ snapshot evidence. 2. The District Court’s Finding that Defendant Did Not Rebut the Inference of Discrimination Created by Plaintiffs’ Statistical and Other Evidence Was Not Clearly Erroneous__________________ a. Legal standard. Once a plaintiff in a pattern-and-practice class action adduces statistical evidence of racial disparities creating an inference of discrimination, "[t]he defendant^ [is] required to rebut the plaintiffs’ evidence by showing that it [is] inaccurate or insignificant or by providing a nondiscriminatory explanation for the apparently discriminatory result." Craik, 731 F.2d at 476 (citing Teamsters, 431 U.S. at held that a court may not adopt findings made in a previous case in which neither the parties nor the issues were the same. However, where the litigants in successive suits are either identical, or else are in privity with one another, then the principle of collateral estoppel or issue preclusion permits either party in the latter action to assert against its opponent any of the factual or legal rulings rendered in the earlier suit. Montana v. United States, 440 U.S. 147, 153 (1979). Indeed, even where a litigant is not a party or a privy to a party in the earlier action, it may nonetheless assert against its opponent rulings made adverse to that party in the previous litigation, under the doctrine of "offensive, non-mutual collateral estoppel." See United States v. Mendoza, 464 U.S. 154, 158-59 & n.4 (1984); Parklane Hosiery Co. v. Shore, 439 U.S. 322, 326 n.5, 331-32 (1979). The Ingram case was litigated between Missouri Pacific, the instant defendant, and an individual black railroad worker. The Ingram plaintiff was obviously in privity with the plaintiffs in this case. Thus, instant plaintiffs are entitled to invoke the Ingram court’s rulings and Missouri Pacific is collaterally estopped from objecting to or denying them. Moreover, as noted above, even if the instant class plaintiffs were not in privity with the Ingram plaintiff, they would still be entitled to assert the Ingram findings against defendant as an exercise of offensive, non-mutual collateral estoppel. - 70 - 360 & n.46). "If it fails, the ‘trial court may conclude that a violation has occurred and determine the appropriate remedy.’" Craik, 731 F.2d at 476 (quoting Teamsters, 431 U.S. at 361). Under this standard, rarely may a defendant rebut the inference of discrimination simply by asserting that the plaintiffs’ analysis is methodologically flawed or that the observed disparity can be explained by factoring in a particular non-discriminatory criterion. In Bazemore, although the Supreme Court did not itself determine whether plaintiffs had proved discrimination, it pointedly observed the weakness of the defendant’s attempt to counter plaintiffs’ statistical evidence: Respondent’s strategy at trial was to declare simply that many factors go into making up an individual employee’s salary; they made no attempt that we are aware of - statistical or otherwise - to demonstrate that when these factors were properly organized and accounted for there was no significant disparity between the salaries of blacks and whites. 478 U.S. at 403 n.14. This Court made the same point following Bazemore: [M]ere conjecture or assertion on [a] defendant’s part that some missing factor would explain the existing disparities between men and women generally cannot defeat the inference of discrimination created by [a] plaintiff[’s] statistics. Catlett, 828 F.2d at 1266 (quoting Palmer v. Schultz, 815 F.2d at 101 & n.13). Rather, "[t]he defendant] b[ears] the burden of introducing evidence to show [that an asserted failure] is significant." Id. When a plaintiff submits accurate statistical data, and a defendant alleges that relevant variables are excluded, defendant may not rely on hypothesis to lessen the probative value of plaintiffs statistical proof. Rather, defendant, in his rebuttal presentation, must either rework plaintiffs statistics incorporating the omitted factors or present other proof undermining plaintiffs claims. Coble v. Hot Springs School Dist. No. 6, 682 F.2d 721, 730 (8th Cir. 1982) (quoting Segar v. - 71 - Civiletti, 508 F. Supp. 690, 712 (D.D.C. 1981)). Accord Craik, 731 F.2d at 476-78 (finding liability on statistics-based pattern-and-practice claim after scrutinizing and rejecting as flawed defendant’s statistical analysis presented to rebut plaintiffs’ analysis); Teletype Corp., 648 F.2d at 1134 (affirming liability in statistics-based pattern-and-practice case because defendant "makes no showing that the figures used produced inaccurate results or that a different result would have been reached had the statistician used a different population base").47 The company argues that all a defendant in a pattern-and-practice class action need do in order to respond fully to the plaintiffs statistical evidence, no matter how powerful, is to "articulate a race-neutral reason for its decisions," at which point "the plaintiffs then have the burden of proving ‘pretext’ (that the true reason for the decision was intentional race discrimination), and that this occurred often enough to justify an inference of a •pattern or practice’ of classwide discrimination." Def. Br. at 86. However, Catlett is the law of this Circuit interpreting the teaching of Bazemore. It holds clearly that while the mere articulation of a possible explanation for the statistical racial disparities suffices to overcome the plaintiffs prima facie case and avoid judgment as a matter of law for the plaintiff, the statistical evidence is still strongly probative of a pattern and practice of discrimination. If the statistical showing supports an inference of discrimination which the 47This standard is in accord with that applied by the other circuits. See Griffin v. Carlin, 755 F.2d at 1526-27; Segar v. Smith, 738 F.2d 1249, 1268-70 (D.C. Cir. 1984), aff’g Segar v. Civiletti, 508 F. Supp. 690 (D.D.C. 1981); Movement for Opportunity & Equality v. General Motors, 622 F.2d at 1244-45. - 72 - trier of fact draws, as discussed above it is the defendant’s burden to rebut the inference, usually by means of a contrary statistical analysis. See Catlett, 828 F.2d at 1266.48 b. Defendant failed to rebut the inference of discrimination created by plaintiffs’evidence. Defendant has conspicuously failed to come forward with any alternative statistical analysis attempting to explain away the above-noted disparities in MOW promotions, or with other information showing that plaintiffs’ analysis is methodologically unreliable. Although defendant nakedly asserts that controlling for certain factors would explain the observed disparities, "mere conjecture or assertion" of such explanations does not suffice to carry a pattern-and-practice defendant’s burden under Catlett, Craik, and Bazemore of rebutting the inference of discrimination created by plaintiffs’ statistical and other evidence. Moreover, the record evidence indicates that controlling for the factors cited by defendant would be very unlikely to explain the observed disparities and, indeed, 4 4 It is true that in Paxton v. Union Nat’l Bank, the court permitted a defendant to rebut charges of a pattern and practice of discriminatory discharge of black workers by coming forward with employment records documenting non-discriminatory reasons for the discharge of each and every black class member who was discharged. Paxton, 688 F.2d at 567. However, Paxton does not support defendant’s argument here. In order to make a showing in this case comparable to that of the Paxton defendant, the company would have had to have come forward with qualifications evidence showing that each and every black class member from the relevant labor pools (the Trackman pool for promotions to Assistant Foreman/Foreman and Machine Operator; the Assistant Foreman/Foreman pool for promotions to Assistant Roadmaster/Roadmaster) who was not promoted did not deserve to be promoted. Not only could defendant not identify "applicants" who were not promoted, see supra pp. 65-67, but, as discussed below, defendant made no such attempt and instead has simply hypothesized that a statistical showing controlling for certain factors might explain the promotion disparities. - 73 - in one case would be likely actually to enlarge them. On this record, therefore, the District Court was correct in ruling that plaintiffs’ unrebutted evidence entitled them to prevail on the MOW promotions claim. (i) Defendant’s expert’s testimony. The statistical analysis prepared by defendant’s expert failed to explain the observed racial disparities. Defendant asserts that the District Court erred in failing to find that the statistical study prepared by its expert, Dr. Robert Russell, sufficed to rebut the inference of a pattern and practice of discrimination in MOW promotions created by plaintiffs’ statistics. Def. Br. at 82-83. However, Dr. Russell’s study is inadequate to rebut plaintiffs’ evidence since it does not explain the observed stark racial disparities in MOW promotions. On this issue, Dr. Russell’s analysis did little more than note the fact - already obvious from plaintiffs’ analysis - that (1) the Trackman pool was becoming gradually less black over time (from 57.6% in 1972 to 40.8% in 1983) [E938-39], and (2) black representation among Roadmasters was gradually increasing (from 5.6% in 1972 to 13.0% in 1983) [E941-42]. (Compare with plaintiffs’ study [E1329, 1343].) The Russell study did not purport to explain the persistent and severe disparities between black representation in the Assistant Foreman/Foreman job category versus in the Trackman pool from which the former were promoted. At the Assistant Foreman/Foreman level there was no black progress whatsoever between 1972 and 1983, see E1341 (Blacks 31.4% in 1972; 28.8% in 1983), such that even in 1983, the black Trackman/Foreman gap remained a substantial 40.8% to 28.8%. Id.-, E1343. The Trackman/Foreman racial disparity decreased only because new Trackman hires were less disproportionately black - - 74 - not because defendant improved in any way the severe underrepresentation of Blacks at the Assistant Foreman/Foreman level. Moreover, as discussed below, since seniority is a factor in Assistant Foreman/Foreman promotions, the fact that the Trackman pool was becoming gradually less black should not have had much bearing on Assistant Foreman/Foreman promotions since it would have been the more predominantly black group of senior Trackmen that should have been the strongest candidates for promotion. Similarly, at the Assistant Roadmaster/Roadmaster level, notwithstanding the gradual narrowing noted by Dr. Russell, even in 1983 the gulf between black representation in these management positions as compared to the Assistant Foreman/Foreman pool (from which promotion to Assistant Roadmaster/Roadmaster were chiefly made, see discussion supra note 36 and accompanying text) remained a stark 28.8% to 13.0% [E1329, 1341], The fact that these disparities were gradually lessening in no way explains the persistent racial gulf in MOW promotions.49 As defendant failed to adduce statistical evidence of the sort needed to rebut the inference of discrimination created by plaintiffs’ statistics, the district court was correct in disregarding the analysis of defendant’s expert. 49Defendant asserts that this incremental lessening of the racial disparities in MOW promotions is legally significant because, under Teamsters, plaintiffs must show "longlasting" disparities in order to prove a pattern and practice of discrimination. Def. Br. at 83 (citing Teamsters, 431 U.S. at 339-40 n.20). However, under Teamsters and Hazelwood, as applied by this and other Circuits, statistical disparities need only be sufficiently large so as not to be attributable to chance in order to support an inference of discrimination. See, e.g., Craik, 731 F.2d at 475-76. Under Teamsters, "longstanding and gross" disparities appear to be required only where the statistical analysis employed is fairly crude, such as one using general population data. See Teamsters, 431 U.S. at 339-40 n.20. The statistical disparities shown in this case are in the range that courts have routinely found sufficient to create an inference of discrimination in cases involving snapshot data. See supra Part Il.C.l.b (gathering cases). In any event, even if a requirement of "gross and longlasting disparities" applied, those revealed in this case would surely meet that requirement, notwithstanding their marginal lessening over time. - 75 - (ii) Promotions allegedly based upon seniority and qualifications. Regarding promotions from the Trackman pool to the positions of Assistant Foreman, Foreman, and Machine Operator (the MOW bargaining unit positions), defendant adduced evidence showing that, under its rules and procedures, promotions to these positions were supposed to be decided strictly based on the seniority and qualifications of the Trackmen candidates seeking promotion. Defendant charges that this evidence sufficed to explain the racial disparities shown in plaintiffs’ statistics, and that the District Court erred in not so holding. Def. Br. at 84-86. This argument is utterly without basis. To begin with, defendant erroneously assumes that, as a matter of law, simply "articulating] a race-neutral reason for its decisions" suffices to rebut the inference of discrimination created by plaintiffs’ statistical evidence. However, as explained above, a substantially heavier rebuttal burden applies in a statistics-based pattern-and-practice class action. See discussion supra Part II.C.2.a. Under the proper rebuttal standard, such evidence - that it is a company’s policy to base promotions on non-discriminatory criteria - is a classic example of the sort of proof that does not suffice to rebut an inference of discrimination created by a showing of statistical disparities. If it did, every employer would be immunized against claims alleging a pattern and practice of discrimination based on statistical evidence since (virtually) all employers have such rules. Rather, as just explained, under Catlett, Craik, and Bazemore, defendant "must either rework plaintiffs statistics incorporating the omitted factors or present other proof undermining plaintiffs claims." Coble, 682 F.2d at 730 (quoting Segar - 76 - v. Civiletti, 508 F. Supp. at 712). "[M]ere conjecture or assertion on [a] defendant’s part that some missing factor would explain the existing disparities between [black and white workers] generally cannot defeat the inference of discrimination created by [a] plaintiff['s] statistics." Catlett, 828 F.2d at 1266 (quoting Palmer v. Schultz, 815 F.2d at 101 & n.13). Indeed, this Court has held that even where a defendant does rework a plaintiffs statistics to incorporate an allegedly explanatory omitted factor, that evidence can still fail to rebut the plaintiffs evidence if the rebuttal analysis turns out to be methodologically flawed. See Craik, 731 F.2d at 478.50 If an actual statistical analysis can fail to rebut an inference of discrimination where the analysis is flawed, then the mere fact that company policy dictates that promotion should be based on non-discriminatory factors plainly cannot suffice to do so. Defendant additionally asserts that, notwithstanding the stark racial disparities in its promotions, its practices are immunized from the non-discrimination requirements of Title VII by virtue of Section 703(h) of that statute, 42 U.S.C. § 2000e-2(h). Section 703(h) shields decisions made pursuant to bona fide seniority systems from Title VII disparate impact challenge (but not from charges that a decision involving a seniority system resulted from intentional discrimination). Hameed v. Ironworkers Local 396, 637 F.2d 506, 516 (8th Cir. 1980). However, in order to qualify for the Section 703(h) exception, a challenged 50In Craik, the Court ruled that a statistical analysis of disparities in promotions that, while controlling for certain eligibility factors, did not control for other prerequisites for promotion eligibility, nonetheless sufficed to establish a prima facie case of a pattern-and- practice of disparate treatment. Craik, 731 F.2d at 475-76. The defendant was, of course, permitted to try to explain away the disparity with statistics attempting to show the effect of the ignored eligibility criteria. Id. at 476-78. However, when the defendant’s rebuttal statistics were rejected as methodologically flawed, the plaintiffs prevailed. Id. at 478. - 77 - employment decision must be shown to be caused by the employer’s seniority system, rather than by other factors. Teletype Corp., 648 F.2d at 1134-35. As already discussed, if defendant had come forward with evidence showing that the MOW racial promotion disparities could indeed be explained by factoring in seniority, defendant would have rebutted the inference of discrimination created by plaintiffs’ statistical evidence. Having failed to do this, Section 703(h) affords defendant no additional defense from liability. It is not plaintiffs’ burden to rule out the possibility that controlling for the factors cited by defendant — seniority and qualifications — could reduce or eliminate the stark disparities observed in MOW promotions. Nonetheless, we note that from the relevant record evidence, it appears quite unlikely that the cited factors would, in fact, explain the observed disparities. This fact makes doubly clear that it was not error for the district court to find plaintiffs’ statistical evidence probative of discrimination. Controlling for seniority - ostensibly a significant factor in promotions to Assistant Foreman, Foreman, and Machine Operator - would be unlikely to explain the racial disparities for the simple reason that the Trackman job category, the pool from which promotions to these positions are drawn, had historically been predominantly black, but was becoming gradually less so over the course of the 1970’s and 80’s. See E1343 (Trackmen 57.6% black in 1972, but 40.8% black in 1983). Because newer Trackman hires were thus disproportionately white, one would presume that the average seniority of black Trackmen would, if anything, be greater than that of whites. Accordingly, controlling for seniority would not be expected to reduce the observed racial hiring disparity. Indeed, it would be expected to increase it. - 78 - Regarding qualifications, the chief skill prerequisite for promotion to the Assistant Foreman/Foreman level is the ability to read and write. 826 F. Supp. at 1206, A662. Literacy is no longer a job prerequisite for Trackmen. However, it was required for Trackmen until October 15, 1973. See E432 (MOPAC memo announcing policy change). As a consequence, those Trackmen who had been with the railroad for any significant period of time - and who were hence most eligible for promotion under the seniority system - were guaranteed to meet the literacy requirement. In light of this fact, controlling for literacy in the promotion pool would be unlikely to affect significantly the observed disparities. Moreover, defendant maintained no data on literacy levels among Trackmen generally, nor on Trackmen rejected for promotion to Assistant Foreman, Foreman, or Machine Operator positions. (Indeed, as explained above, defendant maintained no data of any sort on Trackmen who unsuccessfully sought promotions.) Controlling for this factor would thus be very difficult, in addition to being unnecessary. Regarding promotions from the Assistant Foreman/Foreman pool to the MOW management positions of Assistant Roadmaster/Roadmaster, defendant charges that plaintiffs’ statistical analysis "will not support an inference of discrimination because it does not account for qualifications and does not focus on the actual selection pool." Def. Br. at 94. This argument is unavailing. Plaintiffs’ failure to attempt to control for qualifications in their statistical analysis of promotions from the Assistant Foreman/Foreman pool to the ranks of Assistant Roadmaster/Roadmaster does not deprive their study of probative value. First, as just noted, Craik held that, as with other asserted explanations for an observed disparity, a claim - 79 - that qualifications explains a racial gap must be proven by the defendant by means of statistical evidence. Here defendant has done nothing of the sort, but rather has simply noted that plaintiffs did not attempt to control for qualifications. Even where it is clear that a plaintiffs statistical analysis fails to take into account a relevant factor, the burden remains on the defendant to show that the omitted variable would fully explain away the observed disparities. Absent such a showing by the defendant, a plaintiffs admittedly imperfect statistical evidence may nonetheless suffice to prove discrimination. See Bazemore, 478 U.S. at 400-01: [I]t is clear that a regression analysis that includes less than "all measurable variables" may serve to prove a plaintiffs case. A plaintiff in a Title VII suit need not prove discrimination with scientific certainty; rather, his or her burden is to prove discrimination by a preponderance of the evidence. Texas Depl. of Community Affairs v. BurcLine, 450 U.S. 248, 252 (1981). Whether, in fact, such a regression analysis does carry the plaintiffs’ ultimate burden will depend in a given case on the factual context of each case in light of all the evidence presented by both the plaintiff and the defendant. However, as long as the court may fairly conclude, in light of all the evidence, that it is more likely than not that impermissible discrimination exists, the plaintiff is entitled to prevail. The Supreme Court has expressly held that a plaintiffs statistics need not control for the residue effect of preexisting racial disparities in the employer’s work force. Although this factor may well exacerbate an observed disparity, the Court has held that it is nonetheless the defendant’s burden and duty to show that the observed disparity can be explained away on such grounds. See Hazelwood, 433 U.S. at 310 (citing Teamsters, 431 U.S. at 360). Additionally, as explained earlier, it would be literally impossible to control for qualifications, because no applicant flow data exists for promotions to Assistant Roadmaster/Roadmaster because, until 1985, defendant’s promotional system was a - 80 - standardless, informal "old boy’s network" with no formal application procedures. See discussion supra pp. 68-69. Finally, there is no reason to believe that controlling for qualifications would alter the observed racial disparity. For example, Mr. Kenneth Welch, one of defendant’s managers who served as Roadmaster in several different locations [T1565-66], testified that he did not believe that black Foremen were less likely than white Foremen to have the qualifications required for promotion to Track Inspector - the rank between Foreman and Assistant Roadmaster/Roadmaster [T20007-08]. In light of the above, the District Court was correct in finding plaintiffs’ statistics probative without requiring them to control for qualifications. Defendant’s objections regarding the selection pool are similarly misplaced. Defendant seems to interpret the District Court’s opinion as finding discrimination in promotions to Assistant Roadmaster/Roadmaster based simply on the very low (10.2%) black representation in that job category, without making reference to the relevant labor pool from which promotions were drawn. Def. Br. at 94. However, in the preceding sentence of the opinion, the District Court noted and stressed the fact that the Assistant Foreman/Foreman pool (from which Assistant Roadmaster/Roadmasters are promoted) is 29.7% black. 826 F. Supp. at 1204, A657-58. From this context, it is quite clear that the District Court’s conclusions regarding this category of promotions were based on the disparity demonstrated in this comparison. Moreover, even if this were not true and the District Court had not quite focused on the right statistical disparity when making its findings, this Court would still be obliged to uphold the district court finding of liability, - 81 - for it is the practice of this Circuit to "affirm on any ground supported by the record, even though that ground was not directly addressed (or, in fact, addressed at all) in the court below." First Nat’l Bank in Brookings v. United States, 829 F.2d 697, 699 (8th Cir. 1987) (quoting Katter v. Arkansas Louisiana Gas Co., 765 F.2d 730, 734-35 (8th Cir. 1985)). As explained in this brief, the statistical disparities demonstrated by plaintiffs’ analysis, together with the other record evidence of discrimination, by any measure suffice to create an inference of discrimination, which defendant has not rebutted. In the single sentence in its brief in which it alludes to the selection pool issue, Def. Br. at 94, defendant does not raise any objection to use of the Assistant Foreman/Foreman pool as the relevant labor pool for showing racial disparity in promotions to Assistant Roadmaster/Roadmaster. The Assistant Foreman/Foreman pool is an accurate proxy for this analysis, since Assistant Roadmaster/Roadmasters are chiefly promoted from this position, often by way of the Track Inspector position. See discussion supra note 36. Moreover, this Court has held that where a plaintiffs statistical analysis makes use of a comparison pool that is substantially (but not entirely) the correct one, the burden remains on the defendant (as it is with any asserted explanation for an observed disparity) to rework the analysis in order to show that using a more accurate comparison pool would reduce or eliminate the disparity. See Craik, 731 F.2d at 477 n.15. As defendant has come forward with no such alternative analysis, any objections it might have to plaintiffs’ selection pool analysis do not suffice to rebut plaintiffs’ statistics. - 82 - 3. The District Court’s Ruling Satisfied the Requirements of Rule 52(at Defendant charges that the district court’s lengthy and balanced opinion does not explain the basis for the court’s ruling in sufficient detail to satisfy the requirements of Rule 52(a) of the Federal Rules of Civil Procedure. Def. Br. at 87, 88-90. This Court has rejected the same argument on at least two pior occasions when it was raised by this defendant in employment discrimination cases. See Jackson v. Missouri P.R. Co., 803 F.2d 401, 403 (8th Cir. 1986); Ingram v. Missouri P.R. Co., 897 F.2d at 1454. The Court should do the same here. "It is well established that the trial court does not need to make specific findings on all facts but only must formulate findings on the ultimate facts necessary to reach a decision." Allied Van Lines, Inc. v. Small Bus. Admin., 667 F.2d 751, 753 (8th Cir. 1982) (citing Falcon Equip. Corp. v. Courtesy Lincoln Mercury, 536 F.2d 806, 808 (8th Cir. 1979)). "In preparing findings under Rule 52(a), the trial judge is not required to assert the negative of each rejected contention as well as the affirmative of those found to be correct." 9A Wright & Miller § 2579 at 542. In massive cases such as this involving lengthy trials with thousands of exhibits and many witnesses, this Court has approved of district courts making generalized findings that summarize large bodies of evidence at a fairly high level of generality. See White Industries, Inc. v. Cessna Aircraft Co., 845 F.2d 1497, 1499 (8th Cir. 1988). In White Industries, this Court explained, "What Rule 52(a) does not require is a particularized finding on each piece of evidence presented by the parties. If it did, it would be impossible to adjudicate cases as complex as this one." Id. - 83 - In this case, the District Court’s findings sampling the vast quantity of record evidence are in full conformity with the approved White Industries model. Moreover, as the preceding discussion makes clear, the core of the parties’ dispute on the promotion claim concerns the statistical evidence, as to which there can be no serious question concerning the adequacy of the findings. As such, no Rule 52(a) issue is presented in this case. D. Discriminatory Terms and Conditions o f Employment Title VII makes it "an unlawful employment practice for an employer to discriminate against any individual with respect to his compensation, terms, conditions, or privileges of employment, because of such individual’s race, color, religion, sex, or national origin." 42 U.S.C. § 2000e-2(a)(l). The District Court correctly concluded that defendant violated the statute: [Plaintiffs have demonstrated, by a preponderance of the evidence, that black employees, in both the North Little Rock facility and the Arkansas Division, were required to work in an environment that was racially intimidating and insulting; that the racial harassment and intimidation complained of are not isolated instances, but are prolonged and continuous involving white co-employees and supervisors as well; and that Missouri Pacific has failed to take steps to remedy the ongoing racial harassment. 826 F. Supp. at 1206, A666. 1. The District Court Properly Considered the Totality of the Circumstances as a Basis for Finding that Defendant Subjected its African-American Employees to Discriminatory Terms and Conditions of Employment___________________ _______________________ _ _ In harassment or hostile environment cases, "the key issue ‘is whether members of one sex [or race] are exposed to disadvantageous terms or conditions of employment to which members of the other sex [or race] are not exposed.’" Kopp v. Samaritan Health System, 13 F.3d 264, 269 (8th Cir. 1993) (Arnold, C.J.) (quoting Harris v. Forklift Systems, - 84 - 510 U .S .___, ___, 114 S. Ct. 367, 372 (1993) (Ginsburg, J., concurring)); see also Stacks v. Southwestern Bell Yellow Pages, 27 F.3d at 1326 (quoting same language and citing both Harris and Kopp).51 Moreover, "Title VII comes into play before the harassing conduct leads to a nervous breakdown . . . [s]o long as the environment would reasonably be perceived, and is perceived, as hostile or abusive." Harris, 114 S. Ct. at 370-71.52 As the Supreme Court has indicated, "the trier of fact must determine the existence of . . . harassment in light of ‘the record as a whole’ and ‘the totality of circumstances.’" Meritor Savings Bank v. Vinson, 477 U.S. 57, 69 (1986) (quoting EEOC Guidelines, 29 C.F.R. § 1604.11(b)).53 Defendant errs for several reasons in asserting that the hostile work environment claims must be evaluated by considering evidence of harassment or hostility involving only individuals from each subclass independently of others. Def. Br. at 95-96. First, while departments and seniority lines exist on paper, members of employee subclasses are not rigorously isolated from one another in the workplace. Company personnel from different departments may interact, and are likely to do so at different sites "‘District courts in this Circuit, quoting this language, have followed this reasoning See, e.g., Bosley v. Kearney R-l School Dist., 904 F. Supp. 1006, 1023 (W.D. Mo. 1995); Marquart v. McDonnell Douglas Corp., 859 F. Supp. 366, 368 (E.D. Mo. 1994). 52The statute is violated by "an objectively hostile or abusive work environment — an environment that a reasonable person would find hostile or abusive" — that the protected class members "subjectively perceive . . . to be abusive." Id. at 370. The Supreme Court has described this standard as a "middle path between making actionable any conduct that is merely offensive and requiring the conduct to cause a tangible psychological injury." Id. "’While Meritor and some of the other cases cited herein concern sexual harassment, "that difference does not alter the analysis." Harris, 114 S. Ct. at 372 (Ginsburg, J., concurring). See also Meritor, M l U.S. at 65-67 (treating cases of sexual harassment in the workplace the same as racial harassment); Tart v. Hill Behan Lumber Company, 31 F.2d 668, 672 (8th Cir. 1994) (same). - 85 - in the railroad’s extensive "workplace." It simply blinks reality to suggest that employees of one subclass could not be aware of and affected by hostile signs, gestures, remarks or treatment for which employees of another subclass are responsible. Cf Keyes v. School District No. 1, Denver, 413 U.S. 189, 203 (1973) ("proof of state-imposed segregation in a substantial portion of [a school] district will suffice to support a finding by the trial court of the existence of a dual system" unless the district is "dividfed] . . . into separate, identifiable and unrelated units"); id. at 213 (defendant’s burden to show intentional discrimination was limited to "separate, identifiable and unrelated section of the school district that should be treated as isolated from the rest of the district"). Second, and contrary to the defendant’s insistence on compartmentalizing and counting up individual instances of harassment that occurred in each subclass, evaluating hostile work environment claims "is not, and by its nature cannot be, a mathematically precise test." Harris, 114 S. Ct. at 371. An analogous argument to that made here has already been disapproved in this Circuit. In Hall v. Gus Constr. Co., 842 F.2d 1010, 1014 (8th Cir. 1988), the defendant contended that the evidence of objectionable conduct directed toward each of three plaintiffs had to be considered separately in determining whether a hostile work environment had been demonstrated as to each. This Court "rejectfed] appellants’ contention that the district court erroneously considered all of the women's claims together in determining that the harassment was sufficiently pervasive and severe to constitute a violation of Title VII," concluding that the evidence as a whole established that "[a]ll of the women were subjected to sexual insults that were systematicalIv - 86 - directed to them throughout their employment with Gus Construction Co." Id. at 1014-5 (emphasis added).54 In assessing the work environment in Hall, this Court considered not only the claims of the plaintiffs collectively, but also evidence of harassment directed toward other employees. Id. at 1014-15.55 Defendant is therefore also incorrect in contending that harassment that was directed at employees other than those in the plaintiff subclasses is irrelevant background evidence. Def. Br. at 103-06. In addition to providing proof of discriminatory intent of the person making the comment (a point defendant concedes in its brief, Def. Br. at 100, n.95), evidence of harassment of other employees is relevant in proving hostile work environment for the plaintiff class. See, e.g., Hall, 842 F.2d at 1015 ("evidence of sexual harassment directed at employees other than the plaintiff is relevant to show a hostile work environment"); Taylor v. Jones, 653 F.2d 1193, 1198 (8th Cir. 1981) (citing with approval district court’s crediting of testimony of employees other than plaintiff who also had been subjected to racial slurs, epithets, and jokes); Hirase-Doi v. U.S. West Communications, 61 F.3d 777, 782 (10th Cir. 1995) ("evidence of a general work atmosphere, including evidence of harassment of other women, may be considered in evaluating a claim"). 54Hall, much like the instant case, involved outdoor jobs. While defendant’s brief, quoting Hall, remarks that "[o]ne may well expect that in the heat and dust of the construction site language of the barracks will always predominate over that of the ballroom", Def. Br. at 98, defendant does not mention that the Hall Court went on to find, "What occurred in this case, however, went well beyond the bounds of what any person should have to tolerate." Id. at 1017-18. 55The Court noted that "Title VII evinces a Congressional intention to define discrimination in the broadest possible terms." Id. at 1014. - 87 - Since plaintiffs "may rely on [defendant’s] harassment of others to the extent that it affected [plaintiffs’] general work atmosphere," id., defendant’s attempts to view the record below through a fragmented lens that separates the discrimination into separate departmental spheres is simply an effort to obscure and dissipate the overwhelming evidence of harassment, disparate terms and conditions, and other forms of racial discrimination in its North Little Rock and Arkansas Division that was presented to the District Court. As this Court has recently said, In assessing hostility of an environment, a court must look to the totality of the circumstances . . . . Just as "[a] play cannot be understood on the basis of some of its scenes but only on its entire performance, . . . a discrimination analysis must concentrate not only on individual incidents but on the overall scenario." Stacks, 27 F.3d at 1327 (quoting Burns /, 955 F.2d at 564) (internal quotation and citation omitted).56 In taking this broad view, this Court has faithfully followed Supreme Court precedent. "[W]hether an environment is ‘hostile’ or ‘abusive’ can be determined only by looking at all the circumstances." Harris, 114 S. Ct. at 371 (emphasis added). See also Meritor, 477 U.S. at 69 ("[T]he trier of fact must determine the existence o f . . . harassment in light of ‘the record as a whole’ and ‘the totality of circumstances’").57 Thus, we reiterate 56District courts in this Circuit have followed this reasoning. See, e.g., Fred v. Wackenhut Corp., 860 F. Supp. 1401, 1404 (D. Neb. 1994) ("This is not a ‘mathematically precise test,’ [Harris], and the Court should not pigeon-hole each alleged sexually harassing episode and measure the harm occurring in each incident. Burns /, 955 F.2d at 564. ‘[A] discrimination analysis must concentrate not on individual incidents but on the overall scenario’"). 57Accord Catlett, 828 F.2d at 1265 ("[T]he question is whether the totality o f the circumstances makes it more likely than not that the . . . disparity . . . resulted from discriminatory decisionmaking") (emphasis added); Kopp, 13 F.3d at 269 ("To determine whether a work environment is hostile or abusive, the adjudicator must consider all of the circumstances") (emphasis added). - 88 - that there is no valid basis for criticizing the District Court’s conclusions in this case on the ground that it did not compartmentalize the proof. 2. Defendant Company Was Properly Held Liable for the Hostile Work Environment to which Its African-American Employees Were Subjected Because the Evidence Showed Both Actual and Constructive Knowledge of these conditions on the part of its manaeement________________________ In determining when employers are liable for a hostile work environment, the Meritor Court recommended that courts "look to agency principles for guidance in this area," 477 U.S. at 72, and this Court has followed such an approach. See, e.g., Hall , 842 F.2d at 1016 (8th Cir. 1988) (finding foreman who had both actual and constructive notice of harassment was agent of the company, making employer liable). Other Circuits have followed this precedent as well. See, e.g., Hirase-Doi, 61 F.3d at 783); Davis v. Monsanto Chemical Co., 858 F.2d 345, 348 (6th Cir. 1988).58 58This Court has noted that the scope of employer responsibility for the workplace environment is to be determined under agency principles different from those applicable to the doctrine of respondeat superior, which makes an employer liable only for those intentional wrongs of employees that are carried out in furtherance of the employment. Hall, 842 F.2d at 1015-16. Otherwise, an employer could insulate itself from liability simply by adopting a formal policy statement against workplace harassment. In Hall, this Court found the company liable for acts about which its management-level employees knew or should have known, holding: [A]n employer is directly liable (that is independent o f respondeat superior) for those torts committed against one employee by another, whether or not committed in furtherance of the employer’s business, that the employer could have prevented by reasonable care in hiring, supervising, or if necessary firing the tortfeasor. Consistent with this principle, an employer who has reason to know that one of employees is being harassed in the workplace by others . . . and does nothing about it, is blameworthy. Id. at 1016 (emphasis added). See also Hirase-Doi, 61 F.3d at 783. - 89 - Defendant concedes that the following were management officials who exercised supervisory authority: MOW department - track inspectors, assistant roadmasters, roadmasters, general roadmaster, division engineer, district engineer, assistant district engineer, chief engineer; Transportation department - assistant trainmasters, general yardmasters, trainmasters, road foreman of engines, assistant superintendent, division superintendent, assistant general manager, district general manager. See Def. Proposed Findings of Fact and Conclusions of Law (Appendix A: Company Structure and Procedures), at 16-19 [P-A5-8]. Clearly, these supervisors were agents of the company and, as described below, much of the harassment that occurred was either carried out by or reported to supervisors in these positions. Furthermore, the District Court held that track foremen and assistant track foremen (in MOW), and conductors and engineers (in transportation) could also be considered agents, because they had apparent authority to supervise and monitor work activities, having been delegated responsibility to do so. Following agency principles, the District Court in the instant case determined that those who held these positions and who subjected black employees to adverse working conditions were themselves agents of the company: It is clear from the evidence and, as a matter of fact Missouri Pacific concedes as much, that Missouri Pacific has delegated responsibility and authority to certain employees, assistant foreman, foreman, engineers and conductors, to supervise and monitor the work activities of co-employees . . . . It is clear that these designated employees, endowed with unqualified approval of management [and] are representing the interest of Missouri Pacific . . . . Webb, 826 F. Supp. at 1200, A647.59 Additionally, the District Court found that those who 5yThe district court noted that "‘[t]he relation of agency need not depend upon express appointment and acceptance thereof, but may be, and frequently is, implied from the words - 90 - held these positions had supervisory authority because they "are rewarded for such faithful performance in salary benefits." Id. See Jas. E. Matthews & Co. v. NLRB , 354 F.2d 432, 435 (8th Cir. 1966) (finding supervisory authority and highlighting "significance" in the fact that "leadmen are paid from eleven to forty cents an hour more than the regular employees in their departments"). Moreover, former division superintendent Hillebrandt testified that "A track foreman assigns the work for the people on the gang for the day. They might decide who is going to drive spikes, who is going to carry material, who is going to pull tied, that sort of thing" [P-T15585 (emphasis added)].60 The exercise of such independent judgement is the essence of supervisory authority. This Court has found that the authority to assign work is "[o]f controlling importance" in determining whether an individual has supervisory authority.61 and conduct of the parties and the circumstances of the particular case.’" Id. (quoting 2A C.J.S. Agency § 52). See also RESTATEMENT (SECOND) OF AGENCY § 27 (1958) ("apparent authority to do an act is created as to a third person by written or spoken words or any other conduct of the principle which, reasonably interpreted, causes the third person to believe that the principal consents to have the act done on his behalf by the person purporting to act for him"). (,0See also testimony of Donald Keels [T807-09] (describing how his foreman, Hadley Caldwell, had authority to assign whites and Blacks to separate work crews, with Blacks getting the harder work). The tasks of the assistant track foreman are similar insofar as he or she fills in for the foreman when a larger gang splits into two parts [T15585]. In such an instance, according to Hillebrandt’s testimony, "[t]he assistant foreman would assign the work to the other men. The assistant foreman also fills in for the foreman if he’s off or on vacation or something." Id. 6lJas. H. Matthews & Co. v. NLRB, 354 F.2d at 435 ("Of controlling importance is the testimony that the leadmen assign work to the employees in their departments; . . . pass on employee requests for time off; effectively recommend discipline; and oversee the other employees’ work, as well as checking its quality"); see also NLRB v. Broyhill Co., 514 F.2d 655, 658 (8th Cir. 1975) (finding supervisory authority where individual participated "in the preparation of daily work schedules of each employee [and] would then assign work projects to each employee throughout the day"). - 91 - In any event, this Court has found that an employer can be held liable for the acts of non-management employees where an agent of the employer has actual or constructive notice of the conduct. Hall, 842 F.2d at 1016. Given that all MOPAC employees were allegedly required to report instances of racial harassment to management, constructive knowledge can be inferred.62 The company cannot have it both ways, claiming on the one hand that it had effective grievance procedures and disciplinary structures in place to respond to racial harassment on the one hand, while on the other hand, asserting that it had no notice that such incidents had occurred. An employer is not automatically or strictly liable for the conduct of its employees or supervisors who engage in such discriminatory conduct in the absence of actual knowledge. However, "absence of notice to an employer does not necessarily insulate that employer from liability." Meritor, M l U.S. at 72 (citing RESTATEMENT (SECOND) OF AGENCY §§ 219-37 (1958)). "[A] company will be liable if management-level employees knew, or in the exercise of reasonable care should have known, about the barrage of offensive conduct." Hall, 842 F.2d at 1015. See also Tart, 31 F.3d at 672; Hirase-Doi, 61 F.3d at 783. Indeed, "[constructive knowledge exists if there is a pervasive . . . harassing work environment." Barbara L. Schlei & Paul G rossm an , E mployment D iscrimination Law 423 (2d ed. 1983). For instance, a hostile work environment may be found where "the atmosphere of racial discrimination and prejudice was so pervasive and 62Hillebrandt testified to the existence of a disciplinary structure under which all employees were required to report rule violations [P-T 15694] ("General Rule D. requires a report of any violation of the rules."). He also testified that racial slurs would be prohibited under General Rule N., and that if this rule were violated, there was a "responsibility to report that as part of these general rules" [P-T15694-95]. - 92 - so long continuing . . . that the employer must have become conscious of it." Taylor v. Jones, 653 F.2d at 1199. See also Meritor, 477 U.S. at 72 (citing Taylor for proposition that employer can be held liable "for racially hostile working environment based on constructive knowledge"); Hall, 842 F.2d at 1016 (same); Hirase-Doi, 61 F.3d at 784 ("a plaintiff may prove an employer’s knowledge of a sexually hostile work environment by proving that the harassment was ‘so pervasive that employer awareness may be inferred’") (quoting Katz v. Dole, 709 F.2d 251, 255 (4th Cir. 1983)). In fact, a defendant company "may be put on notice if it learns that the perpetrators] ha[ve] practiced widespread . . . harassment . . . even though [defendant company] may not have known that th[ese] particular plaintiffs] w[ere] the perpetrator’s victims", where harassment of others was "similar in nature and near in time" to harassment of plaintiffs. Hirase-Doi, 61 F.3d at 783 & 784 (applying principles of proximate cause and foreseeability). See also Paroline v. Unisys Corp., 879 F.2d 100, 107 (4th Cir. 1989) (imputing liability to employer who reasonably should have anticipated that the plaintiff would be the victim of harassment). In the instant case, the defendant railroad, through its agents, had both actual and constructive notice of a continuing pattern of racial slurs, insults, and other discriminatory terms and conditions. In fact, in some instances, it was those in supervisory positions (who are agents of the company) who engaged in this conduct. It was properly held responsible for the discriminatory work environment. - 93 - 3. Defendant Was Liable for the Discriminatory Work Environment Because It Failed to Take Effective Action Against Objectionable Racial Harassment and Similar Conduct Despite Its Actual and Constructive Knowledge of the Situation________________________ Under Title VII, an employer is liable for harassment "if the employer knew or should have known of the harassment and failed to take proper remedial action." Stacks v. Southwestern Bell Yellow Pages, 27 F.3d at 1327. See also Tart, 31 F.3d at 672; Kopp, 13 F.3d at 269. Once an employer has either actual or constructive notice of the harassment, there is an affirmative duty on the employer to take immediate corrective action. Hall, 842 F.2d at 1016 ("Even if [defendant] did not know everything that went on, the incidents of harassment here, as in Hunter, were so numerous that the [defendant foreman] and [defendant company] are liable for failing to discover what was going on and to take remedial steps to put an end to it") (referring to Hunter v. Allis-Chalmers Corp., Engine Div. 797 F.2d 1417 (7th Cir. 1986)). Moreover, the Supreme Court has held:"[W]e reject [the defendant’s] view that the mere existence of a grievance procedure and a policy against discrimination, coupled with [the victim’s] failure to invoke that procedure, must insulate [the defendant] from liability." Meritor, 477 U.S. at 72. This contention, made also by defendant in the instant case, Def. Br. at 96-97, would undoubtedly be stronger "if its procedures [had been] better calculated to encourage victims of harassment to come forward." Meritor, 477 U.S. at 73. As in Meritor, and as described below, in this case it was futile, and even perilous, for plaintiffs to complain to superiors about racial harassment at MOPAC, because of fear of retaliation. Nevertheless, even when the company had either or both actual and constructive knowledge, the record shows that defendant took no - 94 - effective corrective action. The trial court was therefore correct in finding liability under Title VII. 4. The District Court’s Findings Are Supported by the Record Examination of the record as a whole confirms that the evidence was more than sufficient to support the District Court’s findings detailing examples of the discriminatory terms and conditions of employment for African Americans at MOPAC. 826 F. Supp. at 1207-08, A663-66. Witness after witness testified to the existence of a work environment pervaded with racial hostility, frequently expressed through insults, demeaning jokes and epithets. Moreover, the evidence demonstrates that when Blacks complained of such incidents to their supervisors, their complaints were shrugged off or ignored, demonstrating tolerance and thus at least tacit encouragement of racist language, jokes, and insults. In some instances, complaints were answered with retaliatory conduct, which discouraged black employees from filing future complaints. Significantly, the evidence reveals much more than a few isolated racial slurs; the record is replete with evidence of racially derogatory remarks that permeated the workplace. The District Court’s findings are based upon direct evidence of the pervasiveness of racially discriminatory conduct presented through testimony of members of the plaintiff subclasses, testimony from employees in other departments or seniority lines, and testimony of the company’s management establishing both notice by the company of the problems and its failure to remedy the conduct. Defendant’s disagreement with the trial court’s findings boils down to two main objections; First, defendant asserts that it was error for the District Court to consider testimony of employees other than plaintiffs or of members of - 95 - management, or testimony of harassment prior to the limitations period, asserting such evidence is "irrelevant background information," Def. Br. at 103 (emphasis added); see id. at 103-06. However, evidence of discriminatory conduct toward employees other than plaintiffs may serve both as proof of intent and as "evidence of . . . a hostile work environment." Hall, 842 F.2d at 1015. See cases cited supra p. 87. Furthermore, plaintiffs may rely on testimony from members of management to demonstrate that defendant knew or should have known of racial slurs, degrading remarks, or other discriminatory conduct. "This evidence is admissible at trial either as proof of the [company’s] knowledge of [defendant’s] behavior or as admissions." Kopp, 13 F.3d at 270. Defendant’s second major objection concerning the District Court’s findings relates to credibility and corroboration. See Def. Br. at 107-12 & 117-19. Of course, in reviewing credibility determinations of the trial judge, this Court must take into account that "the district judge enjoyed the opportunity [this Court] now lackfs] to observe the demeanor of the witnesses and weigh their credibility" and is "not free to reverse the district court simply because [it may] believe[] that [it] would have weighed the evidence differently or disagree as to where it preponderates," Powell v. Missouri State Highway Dep’t, 822 F.2d 798, 800, 801 (8th Cir. 1987). The trial judge assessed the evidence offered by both parties and made findings reflecting, in part, that certain witnesses were more credible than others. For example, where defendant failed to offer documentary evidence that investigations or reprimands actually occurred subsequent to a complaint of harassment, the trial court was entitled to discount the credibility of defendant witnesses’ testimony that racial harassment or racially offensive language in its workplace was not tolerated. In addition, as - 96 - summarized below, plaintiffs’ witnesses provided ample testimony demonstrating that defendant failed regularly to encourage complainants to come forward, to carry out formal investigations, to reprimand perpetrators in writing, or to prohibit retaliation. As to "corroboration," the company seeks to create a new evidentiary rule out of whole cloth. Defendant cites no law, other than Powell to support its claim that witnesses’ testimony regarding terms and conditions must be corroborated. See Def. Br. at 108. Powell accepted the trier of fact’s determination that the plaintiff failed to establish his hostile environment claim. In affirming, the panel commented that "[r]acially derogatory language in the workplace can be evidence of a discriminatory atmosphere, and is certainly not to be condoned. Title VII, however, is not necessarily violated by a few isolated racial slurs," 822 F.2d at 801. To be sure, the district court in Powell had considered, in reaching its conclusion, the fact that the plaintiff s administrative charge of discrimination mentioned only his discharge and not the prevalence of racial slurs in the workplace. But the district court in that case also found credible, testimony that the plaintiff not only failed to object to racial comments but himself engaged in racially charged verbal joking with his co workers. This Court’s decision simply announces no rule of corroboration nor does Title VII require one. a. Testimony from members of the plaintiff subclasses. Henry Johnson, a member of the MOW subclass, testified that on several occasions Roadmaster Clyde Brown made racially offensive remarks, including, "[y]ou can’t get these niggers to work" [T2137]. In safety meetings, Brown would pick out one Black and make racial slurs [T2141 ]. Also, Brown once told Johnson to "get [his] ass off' of railroad property [T2138], - 97 - Once Brown called all the whites off to the side for a meeting. When Johnson and another Black confronted Brown about the purpose of the meeting, Brown responded by holding another meeting just for Blacks, because, he stated, someone was jealous and was "a little baby" [T2142], Another MOW subclass member, Andre Hawkins, testified that both foreman Johnny Niswonger and J.D. Billingsly made racist jokes or remarks. Niswonger would bring watermelon on the job and make racist remarks calling Hawkins "watermelon" and "nigger." According to Hawkins, upon bringing this conduct to the attention of Roadmaster Billingsly, Billingsly replied that "as long as Mr. Niswonger hadn’t put a hand on [Hawkins], there’s not really much he could do about it." In fact, according to Hawkins’ testimony, Billingsly also made racially offensive remarks, saying, for instance, "I don’t know what I’m going to do with you six niggers that come off the rail gang." [T1463-65.] Hawkins also testified that Billingsly said, "Black guys that come off the rail gang were number one on his shit list and that [Billingsly] didn’t like us, and that . . . he was going to do all he could to get us away from around here" [T1433]. Billingsly’s own racist attitudes and inaction after Hawkins reported the "watermelon" comment to him caused Hawkins to feel as though reporting racial slurs was futile. On cross-examination, Hawkins explained, "I went to [Billingsly] complaining that [sic] I have been talked against, called a watermelon nigger . . . and he didn’t take any action toward it" [T1547], Attempts by Blacks to protest the use of demeaning remarks simply led to further abuse. For example, MOW subclass member, Darryl Talley, testified that when he protested against being called "boy" by Track Foreman Lester Rorie, Rorie said, "you’re a - 98 - smart ass little nigger, aren’t you?" and "I’ll call you anything I want to call you" [T1928]. Additionally, Talley testified that Rorie referred to him as "my little spaded brother" [T1929], According to Talley’s testimony, when Talley complained to Hillebrandt about the racial remarks, he was told, "[w]ell, just go on and work." Id. Talley also complained to Roadmaster Garfield Bridges, which caused Bridges to pull Rorie aside to talk to him. However, following this, Rorie retaliated by returning to Talley, told him, "[sjince you’re so smart, I got something for you to do," and assigned Talley even harder work [T1969], A barrage of harassment continued, leaving Talley with the impression that he would just have to put up with it [T1970] ("I was trying to ignore this man . . . . I knew I had told somebody about it. You know, it was just something that I was contending with"). While defendant argues that Bridges’ unsuccessful conversation with Rorie was corrective action precluding liability, defendant’s failure to take effective remedial action brings to mind the Supreme Court’s remark about the misguided contention that the establishment of grievance procedures (however unsuccessful) insulates a company from liability: such an argument "might be substantially stronger if [the company’s] procedures were better calculated to encourage victims of harassment to come forward." Meritor, 477 U.S. at 73. In this case, far from encouraging victims of harassment to come forward, MOPAC failed to take steps that would give black employees any confidence in the grievance process. Complaints to the company triggered retaliatory conduct or apathy, discouraging black employees from complaining about the discriminatory conduct. - 99 - MOW subclass members also testified to other discriminatory terms and conditions of employment beyond being subjected to racial epithets. For instance, both Andre Hawkins and Roger Williams testified to the fact that Blacks (but not whites) were required to work in inclement weather conditions. Roger Williams testified that among the forms of "everyday" harassment he faced [T2508-11, T2521, T2523, T 2529], he was not allowed to stand by a fire-lit barrel to warm up alongside his white co-workers. "They stand around the fire. So I walked up there and they told me that I couldn’t stand there, to go back to work" [T2523], The white employees got to stand by the fire "or they get in the machines that got heat in it, and they sat in the machines, and the machines keep warm." Id. When asked on cross-examination whether, as a probationary employee, he thought he should be able to stand by the fire, Williams responded, "I thought I should be able to get warm in that kind of temperature as a human being" [T2529], Williams further testified that he was trying to get warm because, "you can’t do nothing when your hand is blistering and frostbit. . . . You can have a pair of gloves and your hands still froze . . . . Your gloves is going to get wet. Then you got a pair of froze gloves on your hand" [T2529-30].63 Andre Hawkins testified that on one occasion, when a tornado appeared and members of the track gang sought shelter, Billingsly nevertheless ordered Blacks to go back outside to pick up the tools [T1457-58], When the storm and lightning first came on, he said, the white employees went into the office while the black employees went into box “ Contrary to defendant’s characterization of Williams’ testimony in its brief, Def. Br. at 112, n.106, in the testimony quoted in text Williams was not "claiming]" that his hands were "blistering and frostbit" or that he was "so cold that the gloves froze on his hands." The more plausible understanding of his testimony, which the district court credited, is that Williams was describing risks he tried to avoid in cold weather so that he could do his job. - 100 - cars. Billingsly then dismissed the whites, allowing them to go home [Id. & T. 1552-55] ("He didn’t tell us to go home when he told them, when he dismissed them" [T1555]). When Hawkins complained to Billingsly that he felt this was unfair, Billingsly told Hawkins, "[y]ou don’t get paid to be feeling" [T 1457]. On cross, in response to a query whether this was the only time "whites got to go home without having to pick up the tools", Hawkins testified, "it’s normally left for us to pick up the tools every night when [the white employees] come in, and they wash up and so forth, while we pick up the tools" [T1556].64 64Defendant suggests that Hawkins’ claim about the tornado "was essentially retracted on cross-exam" (Def. Br. at 112 n.106). It is difficult to conceive of the basis for this representation in the brief. On cross-examination Hawkins clarified that he had not personally heard Billingsly tell the white employees inside the office that they could go home but was told of this by "Kevin," a white worker leaving the worksite at the time. This statement was properly stricken as hearsay. But Hawkins never retreated from his assertion that Billingsly allowed the whites to depart and then required black employees to pick up the tools. In fact, Hawkins put the incident into the context of black employees’routinely being required to pick up white workers’ tools as well as their own: Q. Let’s talk about the tornado or when the tornado comes. Did that happen one time, this incident where the whites got to go home without having to pick up the tools? A. No, I wouldn’t say that happened - it happened at one time, at the time of the storm, but it’s normally left for us to pick up the tools every night when they come in, and they wash up and so forth, while we pick up the tools. Q. . . . Are you talking about more than one incident or just one time? A. Well, I might have been - at that particular time [his deposition], I might have been stating the time that I’m telling you about now, but like I say, every night we was left to put up the tools. Q. Always the Black guys, and the white guys got to home earlyf?] A. I never did see them help us put up the tools. - 101 - Such disparate treatment vividly illustrates what Title VII was designed to outlaw. "[T]he key issue ‘is whether members of one sex [or race] are exposed to disadvantageous terms or conditions of employment to which members of the other sex [or race] are not exposed.’" Kopp, 13 F.3d at 269 (quoting Harris, 114 S. Ct. at 372 (Ginsburg, J., concurring). Hawkins also testified that whites got Gatorade and shady spots on hot days, unlike Blacks [T1458-59], Moreover, Hawkins testified about other discriminatory terms and conditions of employment, including the facts that white employees would get their break just a little earlier than Blacks so that they got better shaded and comfortable places to relax on break [T1459, T1507-08]; that Billingsly showed preferential treatment toward whites by providing them with sunglasses for work in glaring light [T1468]; and that Billingsly took no formal action against Niswonger when Hawkins’ reported Niswonger’s unauthorized search of Hawkins’ car [P-T1461-62], Q. And if a white guy was working there side by side with you, he didn’t have to pick up his tools? A. It wasn’t a question . . . if he had to or if he didn’t have to but he didn’t. It was his job to. Q. They were just laying there and you would just pick them up for him? A. He would just walk off and go start to clean hisself up, getting ready to go home. Q. Did you stop that white and say, "Listen, mister, you pick up your tools"? A. No, sir, I didn’t. . . . It wasn’t my job to tell somebody what they had to do. [T1556-58]. - 102 - Sidney Williams, a transportation subclass member, related an incident involving a white co-worker, Donny Chambliss, a fireman, who approached Williams and asked what a "black boy was doing working on the first shift" [T3085], When Williams notified supervisor Steve Sparr, about this incident, Sparr requested Chambliss to step outside [T3086, T3096], Upon returning to the area where Williams was standing, Sparr said to Williams apathetically, "[y]ou know how these Arkansas rednecks are," and went back to his office. Id. While the district court found that this single incident standing alone was insufficient to establish Williams’ individual claim, when viewed in the context of the pattern and practice claim, this evidence was properly considered by the district court as part of the totality of the circumstances. An isolated incident may not provide a sufficient basis for finding discrimination in an individual claim, but such an incident, when considered collectively with numerous other instances of harassment to various black employees, should be taken into account "in light of the record as a whole." Meritor, 477 U.S. at 69; see Catlett, 828 F.2d at 1265. Another transportation worker, Barry Stewart, related several instances in which he was subjected to racial slurs. See T7532-36 ("nigger, you better not show up to my job late again"); T7520 ("black ass"); T7519 ("nigger, you hadn’t marked off'). Transportation subclass member, Lawrence Barbee, observed racial slurs such as "nigger" written in the bathrooms at locations as various as the service track facility in North Little Rock, the depot in Popular Bluff, and the Texarkana depot [T3959-61], Barbee complained to General Foreman, Mr. Jordan, who had the slurs painted over at the service track facility, but the slurs reappeared [T3961], Barbee also observed racial slurs - 103 - on the engine inside the cab, as well as KKK signs on the box cars at the North Little Rock yard, as recently as two weeks prior to his testimony at trial [T3560], He had observed the KKK signs for approximately six months on the box cars, which were located in plain view of managerial personnel. Id. Management took no action until the district judge observed a KKK sign on a box car during a tour of the North Little Rock facility, prompting the railroad to paint it over [T848-49, T20268-71, T20342-50]. Even then, no investigation was undertaken to determine who was responsible [T20346]. b. Testimony of employees other than members of the plaintiff subclasses. As discussed supra p.87, testimony of witnesses other than those in the plaintiff subclasses is relevant and bolsters the finding of discriminatory terms and conditions. For instance, the testimony of Phoebe Hudspeth, a black female brakeman, regarding a confrontation with white male engineer Earl McKenzie was appropriately considered by the trial court. Although it occurred in another division of the railroad, Hudspeth reported it to supervisor Lee Roach (the division superintendent) who later became division superintendent in North Little Rock, one of the divisions at issue in this case.65 As such, Hudspeth’s testimony relates to the company’s knowledge of discriminatory conduct (via notice to one of its agents) and its failure to effectively redress the conduct. Ms. Hudspeth testified that she rejected sexual advances by McKenzie and, as a consequence, McKenzie threatened to have her removed from the job. According to her testimony, after Hudspeth advised McKenzie 65Note that part of the Louisiana Division, where this incident occurred, became incorporated into the Arkansas Division during a corporate reorganization in fall of 1984. See Def. Proposed Findings of Fact and Conclusions of Law (Appendix A: Company Structure), at 11-12 [P-A3-4], Even before this reorganization, portions of the Louisiana Division covered trackage within the state of Arkansas. Id. at 2 [P-A2], - 104 - that she was going to register a complaint to their supervisor, McKenzie told her, "[o]h yeah, and if you do, you will be one dead nigger." Hudspeth related that although she reported the incident to Roach, she knew of no investigation having been done [T3670- 72].66 Similarly, the court correctly took into account the testimony of Mike Wilkins, who was a clerk in the transportation department and therefore subject to the same work environment as transportation subclass members. Wilkins testified that his supervisor, Leota Merrit, in referring to a division he had worked in, said, "that’s what we call the nigger division" [T6840]. Also, superintendent A.W. Reese reached over to touch Wilkins’ head, saying, "who was this, [B]uckwheat?" in front of two other company officials, Mark Landrith and Kenneth Cargile, a trainmaster and assistant trainmaster. These management officials took no action, even though Wilkins expressed displeasure about the statement [T6910-11], In fact, the trial transcript is rife with evidence of numerous other instances of harassment, racial hostility, insults, demeaning jokes, and epithets. This testimony comes from members of the plaintiff subclasses and other employees alike.67 ""Although Roach testified that he had asked a trainmaster to conduct an examination, defendants (who introduced numerous investigation transcripts and related records as exhibits) proferred no documentary evidence confirming that such an investigation ever occurred or that the engineer was disciplined for his conduct [T7207-18], 67 See, e.g., Curtis Carter: T2842-43 & T2852 (foreman Chaney and Roadmasters Chapman and Clyde Brown called Carter "black bastard", "nigger", and "son of a bitch"); Louis Pressley: T56-57, T140 (Earnest Franklin related instance in Hope, Arkansas in which Gene Butler grabbed an older gentleman, Louis Pressley, by the collar and - 105 - kneed him on the butt, stating, "that’s the way all you darkies ought to be - that’s the way I ought to take and do all you darkies"); Otis Ransom: P-T1097-1105 (Central Division General Roadmaster Pratt referred to Blacks as "niggers"; stated that the only thing he did not like about the railroad was "niggers and women"; and did not reprimand assistant roadmaster Hattan, who joked, "I think all whites ought to own a nigger" and that "niggers don’t know nothing"). (The Central Division, where these incidents occurred, became incorporated into the Arkansas Division during a corporate reorganization in fall of 1984, see Def. Proposed Findings of Fact and Conclusions of Law (Appendix A: Company Structure), at 11-12 [P-A3-4], and even before this reorganization, portions of the Central Division covered trackage within the state of Arkansas. Id. at 2 [P-A2]. Edward Smith: P-T5951-56 (trainmaster Smith referred to black employee Edward Smith as a "nigger", and said he could call Edward Smith anything he wanted to when Edv/ard Smith complained; racial slurs were commonly made by Edward Smith’s white co workers in the presence of supervisors, nothing was ever done about it); Joe Louis Hunter: T2595-2600 (continuously subjected to barrage of racial slurs by foreman Cook and Roadmaster Clyde Brown, who laughed at Cook’s use of racial slurs); Ronald Moore: P-T7429 (conductor said to engineer, "I can’t stand that nigger", referring to Moore); Ronald Watkins: P-T8301, P-T8303 (racial joke about "coons" told in front of assistant supervisor, Tom Campbell); P-T6869-70 (Harold Weber’s reference to "Black nigger" and "Black ass" in conversation with supervisor); Earnest Franklin: T53-54, T76 (foreman Gene Butler referred to Blacks as "darkies", "coon", "niggers", and required them to say "yaw suh" instead of "yes sir" to indicate subservience). Jerry Bradley: P-T6545-46 (it was "commonplace for conductors and engineers to give orders and instructions to black employees prefaced or interlaced with terms such "jungle bunnies", "coons", "monkeys", "niggers"; witness did not protest as it was plain he would not be able to finish training if he did); P-T6561-62 (conductor and engineer asked him if he could set whites up with black women, and "[i]s it true true niggers only like to copulate at night and all kinds of various positions?"; witness tried to "steer clear" of these type s of conversations, but called a "smart ass nigger" if he did not answer); P-T6569 (Leota Merrit made comments to him such as, "[i]t is too hard to keep up with you niggers"); P- T6571-73 ("Well, jungle bunny, it’s time for you to go to work. I guess you coons, for instance, don’t need any more than 10 hour of rest"; witness did not report because "I was - 106 - really afraid, you know, not only for my job but just for my safety"); T6577-78 (engineer states "I don’t care what the damn rule book says" about name calling, and "I'm going to say any damn thing I want to, nigger"); P-T6588-91 (similar slurs and derogatory comments); P-T6784-85 (never knew of anyone written up for the use of racial terms); P- T6785-89 (when Bradley complained to Assistant Supintendent Halfrey about other people’s use of racial terms, Halfrey called him a "nigger" and put the onus of dealing with the problem on Bradley, telling him not to try to create a whole bunch of ruckus with the other men); P-T6788-89 ("I mentioned to [Halfry] how that my conductors and engineers and the callers had persisted in constantly referring to me as nigger, jungle bunny and coon, and telling racial jokes . . . . I went to this gentleman, who was Assistant Superintendent [Halfrey], and told him about [this] and he himself attacked me with these racial slurs, I didn’t have anywhere else to turn); P-T6813 (describing working environment as stressful, "knowing that you have to continue going through this each time you report to work, is extremely stressful to someone to be able to — conditions to be able to perform under, and not knowing that you had any recourse whatsoever except to just take it"); P-T6814 ("I didn’t have anywhere to turn after I found out that I was going to be treated that way I was treated by Mr. Halferty, the Assistant Superintendent. So I was in a Catch-22 situation. I wanted the job. I needed the job, and if I wanted to stay there, the only way I knew how to stay there was to try to just take whatever it is they gave me and try my best not to violate any of those rules"). There were also numerous examples of how Blacks were forced to work in more difficult conditions and were humiliated in ways other than through slurs: Donald Forte: T756-58 (Blacks and whites assigned to separate work crews, with Blacks assigned harder, dirtier work, such as pulling out ties; complained to Roadmaster Cowan, who did nothing about this); Walter Washington: T615-16 (separate work crews); Hershel Lovelace: P-T12029-31, P-T12070 (separate work crews, with Blacks doing the mauling, which requires more physical labor than whites were assigned; work assignments made by roadmaster, Danny King); Donald Keels: T808-10 (separate work crews, with Blacks assigned to Ballast work, which was harder work than whites were assigned; reported this to roadmaster Cowen, but no action taken); Earnest Franklin: T66-75 (Blacks on road crews were not allowed to go into towns for lunch, as were whites, and Blacks had to be content with cold sandwiches that whites would bring back; Gene Butler told local police officials not to worry because Butler would "gel these darkies out of town," P-T75); - 107 - c. No negative inference from fact that some of plaintiffs’ witnesses did not give testimony regarding certain forms of harassment. Defendant suggests that there is some significance in the fact that some of plaintiffs’ witnesses testified about discriminatory employment practices other than harassment, testified to only a few instances of harassment, or otherwise did not "corroborate" — although they did not contradict — other witnesses who testified to sustained patterns of harassment.68 Def. Br. at 112-17 & 119-21. However, as previously noted, supra p.97, corroboration is not a requirement in hostile work environment cases, and credibility determinations are better made by the trial judge than by a reviewing court on the cold record. Defendant’s reference to witnesses who did not testify to certain forms of harassment does not serve to undermine the overwhelming evidence of discriminatory terms and conditions. One example illustrates why this is the case. Defendant refers to Donald Keels’ testimony that he had not heard any racial terms used by white supervisors. Def. Br. at 115. First, it is not surprising that Keels did not hear racial slurs used by white supervisors given that he did not work around white people much [T828], particularly given the existence of workforce segregation [T808-09]. Second, this aspect of Keels’ testimony Mike Wilkins: P-T6895-6905 (observed white callers manipulating calls so that white employees would get the favored and higher paying jobs over black employees). See also defendant’s concessions of numerous racial slurs, insults, and other forms of harassment, each which defendant tries to characterize as "isolated." Def. Br. at 113-21, and accompanying footnotes. )8See, for example, Roger Williams: T2508-11, T2521, T2523, T2529 (racial slurs and other forms of harassment "everyday"); Curtis Carter: T2842-43, T2852, T3021-22 ("continually harassed"). - 108 - does not necessarily reflect that he had not heard white co-workers use racial terms that were tolerated by supervisors. Nor does it suggest Keels was not subjected to other forms of harassment. In fact, Keels testified to having been subjected to several instances of discriminatory conduct and harassment, such as being forced to participate in separate work crews for whites and Blacks, with Blacks assigned to harder work [T808-09]; his observation of a dispute between a black co-worker, Jerry Deloney, and a white supervisor, Denver Weaver, whom Deloney called a racist [P-T819]; and his observation of Deloney being harassed by white supervisor, Jim Pruitt [P-T821].69 d. Management testimony as to notice and failure to take remedial action 7(1 Charles Malone, a trainmaster, testified about observing the KKK sign during the district judge’s tour of the North Little Rock facility [T20342], He admitted that despite his knowledge of the racist sign, no investigation was undertaken [T20346], He also conceded that other members of management knew about the KKK sign. Malone testified that "it was pretty well known that this had occurred on the tour with the judge. That was pretty common knowledge among the officials that this thing had occurred" [T20348]. " ’Keels also testified that Pruitt had authority to make workers change job assignments, indicating Pruitt’s supervisory role in the company, for which he and other supervisors were agents [P-T821, P-T823], 7(’Defendant concedes that Malone, Lang, and Roach (discussed below) are "members of management." Def. Br. at 105-06. Additionally, this Court can infer that Hillebrandt was considered a member of management from defendant’s admission that superintendent and general manager (both positions Hillebrandt held) were managerial positions. See discussion supra p. 90. - 109 - Furthermore, Malone testified that on another occasion, he saw a sign on railroad property in Arkadelphia that said, "where is the world coming to, a nigger train master?" [T20267- 68], Other management officials testified to their tolerance of a hostile work environment. Alfred C. Bennage, a general road foreman of engines actually testified that he allowed ethnic jokes as a matter of personal choice or preference, despite the fact that he knew such jokes violated company rules [T4596] and despite the fact that he was required to report any rule infraction.71 In explaining why he did not take remedial action and thereby violated the rules, he explained, "I chose not to make an issue of it . . . . I’d say it was personal prerogative" [T4596-97], General Manager R.G. Lang also conceded that he never disciplined anyone for use of racial slurs, nor did he know of any supervisor who had been reprimanded for the use of racial terms, despite the fact that he admitted to having heard racial terms used on the railroad [T5186-88], Furthermore, Division Superintendent Lee Roach admitted at trial that the company had no established procedure wherein employees could make complaints, and that there was no uniform practice of making written reports of complaints of race harassment [T7137, T7142], Additionally, he conceded that he himself heard racial terms used in the workplace, but did not write up reports on these occasions [T7140-41], 71Hillebrandt testified that "General Rule D requires a report of any violation of the rules" [P-T15694]. - 110 - 5. Taking All of the Evidence into Account and Considering the Totality of the Circumstances, the District Court’s Finding of Racially Discriminatory Terms and Conditions of Employment Must Be Upheld_______________________________________ The evidence overwhelmingly demonstrates that racially discriminatory conduct in MOPAC’s Arkansas and North Little Rock Divisions was so pervasive that it altered the conditions of employment for African-American workers. The evidence further reveals that company officials who exercised supervisory authority had either actual or constructive notice of this conduct. (For example, witnesses testified that they reported this conduct to the company, but no corrective action was taken.) In fact, members of management themselves testified that they did not discipline or reprimand those who engaged in discriminatory conduct, despite their knowledge of this conduct. The evidence also shows that in a significant number of instances, management personnel themselves were offenders. Further, some Black employees who complained of harassment suffered adverse consequences as a result. See, for example, discussion of Darryl Talley and Phoebe Hudspeth, supra pp. 98-99, 104-105. Fear of retaliatory conduct and the company’s failure to take remedial action discouraged black employees from filing future complaints and constituted at least tacit encouragement of racist conduct and insults. Beyond proving the plaintiff claim of discriminatory terms and conditions, therefore, evidence of racial slurs and harassment is also evidence that racial animus played a significant role in making employment decisions that adversely affected black employees and applicants. See Price Waterhouse v. Hopkins, 490 U.S. 228, 251 (1989). The managers who made racially insulting remarks, thereby demonstrating prejudiced attitudes, also made - I l l - decisions and recommendations regarding other employment matters encompassed in plaintiffs’ claims. The racial hostility evidenced by these managers’ remarks - as well as their tolerance of such remarks by white employees - properly bears upon their motivations regarding decision-making with respect to promotions, assignments, and discipline that produced the underrepresentation of Blacks in all but the most menial and low-paying jobs. 6. The Injunctive Relief Fashioned By the District Court Was Appropriate ____________________________ _____________ On April 15, 1994, the District Court issued an order enjoining defendant from "creating or tolerating a racially oppressive work environment for any member of the MOW or Transportation subclasses" [A739]. The injunction requires defendant to keep anti- discrimination policies in effect; provide EEO training; maintain grievance procedures; post vacancies accessible to MOW subclass members who may seek promotions and job assignment; develop written guidelines delineating criteria to be used in evaluating job performance used as the basis for promotions; and maintain records demonstrating compliance with anti-discrimination requirements [A738-46], In its liability opinion, after carefully considering defendant’s objections to injunctive relief, the trial judge found that it was "not convinced, based upon the record, that the work environment complained of is free of the adverse conditions testified to by the plaintiffs and class members." Webb, 826 F. Supp. at 1207 n.17, A663. In this sense, the instant case is unlike Parham, in which the trial judge found the Company’s record regarding its EEO policy to be "impressive and salutary." Parham v. Southwestern Bell Tel.Co., 433 F. 2d at 429 (relied on in Def. Br. at 124-25). - 112 - In what appears to be a backdoor challenge to the underlying finding of liability, defendant contends that the railroad has put in place an EEO/AA program, making injunctive relief no longer necessary. Def. Br. at 121-25. However, "compliance with [an] affirmative action [policy] does not automatically translate into compliance with Title VII." EEOC v. Keco Industries, Inc., 748 F.2d 1097, 1101 (6th Cir. 1984). And, as the Supreme Court has said, "the mere existence of a grievance procedure and a policy against discrimination . . . [does not, standing alone,] insulate [the defendant] from liability." Meritor, 477 U.S. at 72. Inasmuch, therefore, as Title VII vests courts with broad equitable powers to fashion such relief as the circumstances involved may require, it was well within the District Court’s discretion, in view of its liability findings, to conclude that injunctive relief was appropriate, and was in fact necessary, to eliminate the discriminatory effects of the past, to prevent similar conduct in the future, and to make whole the victims of discrimination. Ingram v. Missouri P.R. Co.. See Albemarle (one purpose of Title VII is to make whole the victims of employment discrimination). In the forthcoming remedial phase of this case, the district court will afford the parties further opportunity to be heard as to whether there is a continuing need for injunctive relief and retention of jurisdiction and judicial supervision. E. The District Court Did Not Err in Finding a Pattern and Practice of Racial Discrimination in Discipline of Employees within the Maintenance of Way Department In this complex challenge to a wide variety of the policies and work practices of a major employer in the Little Rock area, the District Court’s decision reflects a careful sifting and weighing of the evidence presented by the parties. The trial judge’s dismissal - 113 - of plaintiffs’ claims with respect to various subclasses and individuals (e.g., 826 F. Supp. at 1201, A649; 826 F. Supp. at 1209 n.18, 1211 n.21, A667 n.18, 673 n.21; A. 555-58, 562-63), and his rejection of proffered statistical evidence that he found did not meet appropriate standards of reliability or relevance (e.g., 826 F. Supp. at 1209, A667-68), demonstrate the extent to which the court engaged in a reasoned application of evidentiary principles in deciding whether, and to what extent, the defendant railroad company practiced racial discrimination against its African-American employees during the relevant time periods involved in this litigation. As we have shown in the previous sections of this brief, the court’s conclusion with respect to promotions and terms and conditions of employment were well supported by the evidence. The same thing is true of the findings regarding administration of discipline within the Maintenance of Way Department. Defendant attacks those findings basically on two grounds. First, it argues that the testimony of individual plaintiffs on this subject, especially Earnest Franklin, was not credible (see, e.g., Def. Br. at 44-48, 68 n.52). Second, it contends that plaintiffs failed to show disparate treatment of African-American employees because every instance of a white employee who received a lesser sanction involved an individual or infraction distinguishable from - and therefore not comparable to - the situation of the minority worker. As far as the plaintiffs’ testimony is concerned, defendant is basically expressing its dissatisfaction with the lower court’s credibility and demeanor determinations, aspects of the ruling below that cannot be meaningfully assayed by this Court on the cold record. Moreover, defendant overlooks the fact that the trial court did not ignore unfavorable aspects of various individuals’ workplace conduct or trial testimony in reaching the - 114 - conclusion that when the charges were filed that led to this litigation, African-American employees were subject to harsher discipline by Missouri Pacific’s supervisors. Thus, for example, even employees who felt they had been unfairly and unnecessarily disciplined would "accept responsibility" for their "misconduct" in order to retain or regain their positions. See T317 (Franklin). The District Court heard all of the testimony and concluded that the pattern of racially discriminatory discipline that it discerned, including the imposition of harsher sanctions against African-American employees, could not be justified by the fact that rule violations had been committed, or because individual minority employees’ testimony may not have been accurate in every detail. Additionally, in evaluating the totality of the evidence72 presented by plaintiffs, the trial court could properly consider, in determining whether African-American employees of the railroad faced disparate administration of discipline for infractions of the company’s rules and procedures, the facts that discrimination was otherwise demonstrated to have 72It is true that in the section of its opinion discussing the discipline issue, as occurred elsewhere, the District Court made reference to the defendant’s failure to "rebut plaintiffs’ prima facie case," e.g., 826 F. Supp. at 1211, A674. It is clear from the court’s opinion, however, that it evaluated the weight of the evidence as a whole (without regard to the sufficiency of the plaintiffs’ evidence, at the close of their case in chief, to withstand the defendant’s Rule 41(b) motion — the denial of which the defendant has not appealed) in reaching its ultimate conclusion that African-American employees in the Maintenance of Way Department were subject to discriminatory discipline. The court evaluated the testimony of defendant’s witnesses, such as Mr. Hillebrandt, about the factors that the company asserted could explain the disciplinary sanctions imposed on black and white employees, respectively, for arguably similar offenses. It determined in some instances, defendant’s position was justified. E.g., 826 F. Supp. at 1213-14, A678-81 (Deloney). In others, the trial judge found the ostensible distinguishing factors were insufficient to justify the difference in treatment. E.g., 826 F. Supp. at 1209-11, A668-73 (Franklin). Taking the evidence as a whole, the court found ample support for plaintiffs’ pattern-and-practice claim. - 115 - been the "company’s standard operating procedure - the regular rather than the unusual practice," Teamsters, 431 U.S. at 336. As previously discussed, during the time period relevant to the District Court’s conclusion, Blacks who were hired by the railroad were assigned in overwhelming and disproportionate numbers to entry-level positions in the Maintenance of Way Department, rather than into the Transportation or other divisions. They were thus relegated to perform the most physically demanding and least desirable jobs. Even within the MOW Department, African-American employees faced a racially demeaning and hostile environment, including the use of racial slurs by co-workers and managers without corrective action by the company.73 Their efforts to secure promotions to less onerous and higher-paying positions within the company were limited by racial discrimination. In such circumstances, it is hardly surprising that discipline for rules violations was also administered in a discriminatory fashion. The railroad maintained no written guidelines limiting either the discretion of first-line supervisors to initiate formal investigations leading to discipline (beyond direct counseling) for asserted infractions or the authority of supervisors and investigating officers to offer or withhold from employees the opportunity to waive formal investigation and accept a reprimand or deferred suspension74 7,Mr. Hillebrandt, who was Superintendent of the Arkansas Division during portions of the 1970's and General Manager of the District including the Arkansas Division during part of the 1980’s, testified that the use of racial slurs was not a company rules violation unless it created an unsafe situation; that is, unless the minority employee toward whom the slur was directed was so upset that he or she "was taking a racial slur as affecting one of those [safety] conditions" [P-T15694-95]. 74The railroad company did not routinely inform employees of this "waiver" option; instead, it was left to union officers to disseminate such information [P-T16545] (Hillebrandt). - 116 - [P-T16281-83, P-T16300-03 (Hillebrandt)]. In each instance, white supervisors would have been able to exercise their discretion in a racially discriminatory fashion. The company relied upon the grievance and appeal process, Public Board decisions, and the internal review of discipline cases by the railroad’s Labor Relations Department to insure consistency and avoid arbitrariness [T16063-65, T16320-23 (Hillebrandt)]. However, there was no evidence that the Labor Relations Department ever reversed or modified a disciplinary sanction because of discrimination or studied racial patterns. Although defendant uses forms and reports to monitor the performance of management employees in many areas, nondiscrimination is an exception to this practice [P-T15908-09 (Hillebrandt)]. Mr. Hillebrandt was not aware whether information about Public Board decisions was routinely distributed to subordinate supervisors who initiate disciplinary proceedings [T16064-65]. As far as comparisons of discipline imposed upon minority workers with that given white employees is concerned, defendant’s approach would virtually eliminate the possibility of ever demonstrating the occurrence of discrimination in disciplinary cases for large organizations. The railroad relies primarily upon individual discharge or other discipline suits. In such cases this Court (and other Circuits) have understandably insisted upon a very high degree of comparability between the circumstances of the plaintiff and the employee who is not a member of the class protected under the applicable statute but who, it is claimed, received no discipline or lesser discipline for a similar infraction. That is because an individual case necessarily focuses upon a very small number of events and the difficulty of accurately ascertaining whether or not a particular decision was discriminatory is correspondingly high. In a class action, however, the court surveys a much broader field. - 117 - Decisions about whether particular class members were subjected to discrimination are largely relegated to "Stage II" proceedings. The fact-finder’s task in making the liability determination is rather to discern, from all of the evidence, whether an employer’s practices and procedures incorporated or prevented the occurrence of racially discriminatory treatment of workers on a regular basis; whether "the given reasons [for discipline] were prelextual in at least enough instances that the court could find a pattern and practice of racial discrimination," Paxton v. Union Nat’l Bank, 688 F.2d at 567. When the court addresses that inquiry, though, it should not place upon plaintiffs the burden of demonstrating that every disciplinary decision made by the company was skewed by racial or other invidious discrimination, e.g., that white employees alwavs got shorter suspensions or dismissals than African-Americans. The court need determine only that there were "enough instances" to warrant the conclusion that discrimination took place with regularity in the defendant’s operations. Thus, defendant’s evidence that some white employees in what it considered comparable circumstances to plaintiffs and class members received equal or more severe discipline75 does not indicate whether the treatment of these white employees was typical or atypical nor, standing alone, compel the conclusion that African-Ajnerican employees could not for the most part have been treated in a discriminatory fashion by the company’s supervisors and officials. At the same time, defendant should not be permitted to obscure the existence of discrimination by fashioning so large a number of potential variables - all of which it ’5See, e.g., P-T16503 (Hillebrandt)("I was trying to find examples of comparability. When I found two or three and found the personal records and was able to develop that information, that was the end of my study"). - 118 - claims are taken into account in administering discipline — that any meaningful comparison becomes impossible. In the instant matter, the company had numerous rules, often stated in general terms,76 whose violation could lead to sanctions. There were multiple supervisory personnel who could initiate, investigate, settle or terminate disciplinary proceedings. The wide range of sanctions that could be imposed (from counseling through reprimand, suspension, dismissal and ultimate reinstatement, to permanent termination) made it highly likely that even individuals with similar tenure and work history would have enough differences in prior disciplinary records to "explain" or "justify" differences in treatment. Other factors that the defendant’s witnesses claimed were relevant, such as an employee’s "acceptance of responsibility" through the waiver or request for leniency procedures were subject to manipulation on the basis of race in the same fashion as the determination of sanctions for a given infraction, see, e.g., P-T16050 (Hillebrandt) (no rule requiring dismissal, as opposed to lesser sanction, for unexcused absence of specified number of days). Finally, there were no records from which supervisors’ decisions to overlook rule infractions committed by white, but not African-American, employees could be identified. See, e.g., T15917-20 (Hillebrandt) (no company rule required a supervisor to report every employee found sleeping on the job; if supervisor chose to ignore such an incident it might never come to the attention of higher-level management). In response 76See, e.g., T15574; E468 (General Rule F., requiring that "[ejmployes [sic] must report promptly to their immediate supervisor all injuries, no matter how trivial," covers racial slurs); E479 (Maintenance of Way General Rule C. provides that "[ejmployes [sic] . . . who do not conduct themselves in such a manner and handle their personal obligations in such a way that their railroad will not be subject to criticism or loss of good will, will not be retained in the service"). - 119 - to questioning by the court below, even defendant’s witness Hillebrandt recognized the extraordinary difficulty of making comparisons on every factor that the company claimed could have an impact on the occurrence and amount of discipline: he testified that he did not review discipline records resulting in different levels of discipline imposed for the same offense, but only at a limited number of instances where similar discipline was imposed for the same offense, "recognizing that there are probably hundreds of personal records that back up each of these I tried to limit my comparison to those that appeared more common . . . . I just began with looking at other dismissals" [P-T16111-12]. The district court in its opinion identified numerous instances in which white employees, who were sufficiently similarly situated to African-American workers to permit comparison, received harsher disciplinary treatment at the hands of company personnel. Together with the evidence of other discriminatory practices in the MOW Department, the court concluded that plaintiffs had demonstrated "enough instances" to warrant the conclusion that the railroad maintained a pattern and practice of allowing its supervisors to treat black workers in a discriminatory fashion in administering discipline. On the evidence as a whole, this determination is unexceptionable and should be affirmed. - 120 - Conclusion For all of the reasons stated above, the judgment should be affirmed. Respectfully submitted, Elaine R. Jones Director-Counsel Charles Stephen Ralston Norman J. Chachkin Catherine Powell Paul K. Sonn NAACP Legal Defense & Educational Fund, Inc. 99 Hudson Street, 16th fl. New York, New York 10013 (212) 219-1900 Lazar M. Palnick University of Pittsburgh Medical Center 3811 O’Hara Street Pittsburgh, Pennsylvania 15213 (412) 647-0410 John w. Walker Ralph Washington John W. Walker, P.A. 1723 Broadway Little Rock, Arkansas 72206 (501) 374-3758 H orace Walker Jones, Tiller & Walker Suite 518, Pyramid Place 211 West Second Street Little Rock, Arkansas 72201 (501) 375-1135 Martin M. Shapiro Emory University Department of Psychology Tilgo Circle Atlanta, Georgia 30322 (404) 727-7447 - 121 - I