Bazemore v. Friday Brief for the Federal Petitioners
Public Court Documents
January 1, 1986

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Brief Collection, LDF Court Filings. Bazemore v. Friday Brief for the Federal Petitioners, 1986. 8cfd2a06-c39a-ee11-be37-00224827e97b. LDF Archives, Thurgood Marshall Institute. https://ldfrecollection.org/archives/archives-search/archives-item/0692fce2-c0ff-438a-898e-007f9966023d/bazemore-v-friday-brief-for-the-federal-petitioners. Accessed July 02, 2025.
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V , «I ; TABLE of contents Page OpiniotiB below * ......... 2Jurisdiction..........................................................-.............. 2 Statutes involved ............................................. Statement ................................................................................ r , 12Snmmnry or argument ........................................................ Argument: I. Black slate employees establish a claim under Title VII by Identifying current salary dispari ties between tliemaelvea and white employeea bolding tbe same jobs and demonstrating that p„cb disparities result from a slate policy be fore 15)05 of paying blacks lower salaries than whites .......................................................................... II. The regression analyses showed racial discrimi nation, and respondents did not refute that showing ........................................................................ A. In order to establish a priina facie of snl- nry discrimination, a regression analysis must control for factors that normally alfect . . . . . 22 sa la ry ................................................................ B. Tbe court of appeals erred in analyzing tbe statistical proof offered in this case ............ 28 IN. Tbe service retains joint responsibility for Ibe selection or county chairmen, and is therefore liable under Title VII for discrimination in ^ those selections.......................................................... IV Prior segregation in the I I I and extension homemaker clubs was rally cured by respon dents’ adoption of a genuinely nondiscriminatory admissions policy.................... .................................. , . ........... GOConclusion .......................................................... (tit) IV TAHIjR o r AUTllOUITIRS Cnses: 1,nR0 Aclia. V. Bcarnc, 570 F.2d 57 ..................................... ^ Alabama Slate Teachers' Ass'n v. Alabama Public School & College Authority, 280 F. Siipp. 781, nlT’d, 808 U.S. 100 ............................... 40 Alexander v. llolmc*, 800 U.S. 10 41 American Tobacco Co. V. Patternon, 150 U.S. 08 ... 17, 20 Atonio V. I I'd i d i Cove. Packing Co., 708 F.2«1 1120 . 80 llartclt v. Itcrlitz School of Language of America, ■ Inc., 008 F.2tl 1008, cert, denial, 101 U.S. 015.. 10 Derry V. Hoard of Supervisors of Loniaiana Stale University, 715 F.2<l 0 7 1 .......................................... 49 Bowman v. County School Board, 882 I’ .2d 320.... 47 Drown v. ltd. of L'duc.: 347 U.S. 483 .......................................................... 40 340 U.S. 201 ........................................................... 40, 41 Colombo* ltd. of Kduc. V. Pcnick, 113 U.S. 440.. 38, 47 Corning (Ha** Work* V. Brennan, 417 U.S. 188 20 Cox V. Stanton, 520 F.2d 4 7 ........................................... 44 Dayton ltd. of Kduc. v. Brinkman: 433 U.S. 400 ......................................................... 40-41,45 443 U.S. 520 ............................................................. 48 Uothard v. Rawlinson, 433 U.S. 321.......................... 20 Duma* V. Town of Mount Vernon, 012 F.2d 074. .. 17 Ea*Hand v. Tennc**cc Valley Authority, 704 F.2d 013 ................................................................................ „ Farmer v. A It A Service*, Inc., 000 lp.2d 1000....... 35-3G Fnrnco Construction Cory. V. Water*, 438 U.S. 507 ................................................................................. Z2> 20 Coyle V. Browder, 352 U.S. 008.................................. 40 General Building Contractor* A**'n V. Pennsyl vania, 458 U.S. 875 ................................................ 2r* Co** V. ltd. of Kduc., 373 U.S. 083 ........................... Green v. School Board, 301 U.S. 430 41,43, 40, 47, 48, 40 Griffin V. Carlin. 755 I'.2d 1510 ....................... 25 Guardian* v. Civil Service Commission, 403 U.S. 583 .... ........................................................................ Hall V. Led ex, Inc., 000 F.2d 307 ............................. 10 ! V Cnacs—Continued: ' ”R0 Hazelwood School Hiatrict V. United Slate*, 188 U.S. 200 ......................................... -........................... passim Holme* v. City of Atlanta, 850 U.S. 870 ................ 40 International Brotherhood of Teamster* V. United Slate*, 431 U.S. 3 2 1 ............................40, 20, 22, 25, 20, 27 Jenkins V. Home Insurance Co., 035 F.2d 3 10 ...... 18 Keyes V. School District No. I, 413 U.S. 180....... .11,40 Kim v. Coppin. Slate College, 002 F.2d 1055 ............. Lamylierr v. Brown University, 085 F.2d 743....... 10 Manor of Baltimore v. Dawson, 350 U.S. 877 40 McDonnell Douglas Cory. v. Green, 411 U.S. 702 20 McDonald v. Santa Fe Trail Tran*p. Co., 427 U.S. 273 ............................................................................... 36 Millikrn V. Bradley: 418 U.S. 717 ................................................... 40, 41,40 433 U.S. 207 .......................................................... 40,41 Moose Lodge No. 107 v. Irvis, 407 U.S. 103 40 Monroe V. Board of Commissioners, 301 U.S. 450.. 40, 47, 48, 40 Muir V. Louisville Parle Theatrical Ass’n, 347 U.S. 071 ............................................................................... 40 Pasadena Bd. of Kduc. V. Spangler, 427 U.S. 424 40, 45, 40 Patterson v. American Tobacco Co., 580 F.2d 300 17 Perez V. Laredo Junior College, 700 F.2d 731 10 Pullman-Standard v. Swiut, 450 U.S. 273................. 17, 20 Raney v. Bd. of Kduc., 801 U.S. 443 ........................ 40 Robinson v. Lorillard Cory., 444 F.2d 701, cert. dismissed, 401 U.S. 1000 ......................................... 30 Salz V. ITT Financial Cory., 019 F.2d 738 10 Segar V. Smith, 738 F.2d 1240, celt, denied, No. 84-1200 (May 20, 1085) .................................... 25,84 Syeneer V. Kugle.r, 401 U.S. 1027.......................... - ^0 St. Marie v. Eastern R.R. Assn , 050 F.2d 305 25, 27 Swann v. Bd. of Kduc.. 102 U.S. I ..... 40, 41, 42, 45, 40, 47 Texas Department of Community Affairs V. Bur dina, 450 U.S. 218 ............................... 22,25,20,27 Trout v. Lehman, 702 F.2d 1001, rov'd, 405 U.S. 1050 ................. 25 United Air Lines, Inc. v. Keans, 431 U.S. 558 .10, 12, I I, 15, 10, 17, 18, 10 VI Cascn—Continued: ' B8° United Stairs Postal Service Hoard of Governors V. Athens, Kid U.S. 711 .................... ..................... Z8’ 8jl Valentino V. H.S. Postal Service, 674 F.2d 56....... Washinfllon v. Davis, 426 U.S. 22!) ..... - ................. 40 Wilkins v. Vniversitfi of Houston, 651 F.2d *188. .. 25 Constitution, plain tea and rcRulalion: U.S. Count. Amend. X IV ............................................4> 38, 40 Civil UIrIiIh Actor 1564,42 U.S.C. IdRI el serf.: Tit. VI, 5 lidI. 12 U.S.C. 2dddd .................. Z, 4 Tit. VII, 42 U.S.C. 2000c et seq.: § 708, 42 U.S.C. 2000C-2 ............................... 4 § 703(a ) (1 ) , 42 U.S.C. 20d0c-2(n)(i) .... 2 §703(li), 42 U.S.C. 2000c-2(1i) 17 |?<|unl Pay Act, 2!) U.S.C. 206 ..................................... z8 42 U.S.C. 1081 : 7 C .F.lt. 15.3(b) (0) (i) ..................... Miscellaneous: Flnkclnlein, Regression Models in Administrative Proceedings, R6 llarv. L. Ilev. 1442 (1073)....... 28 Flnlier Multiple Regression in Legal Proceedings, 80 Colnm. I , ltcv. 702 (1080) ......................... 23,24,26 j ilt l l f r g i t p r r iH r ( f ln u r t n f l l ip I t i iU r i ) S l u l r n O otoheii T e r m , 1985 No. 85-93 11 V. R. llAZEMOUE, ET Al,., p e t i t i o n mis • 11 V. WlliMAM C. FRIDAY, ET, Ale No. 85-428 U n it e k S t a t e s o f A m e iu c a , bt a e ., p e t it io n e iir v. W ie e ia m C. F r iday , e t a l . ON W RIT O F C E R T IO R A R I TO T I IE U N IT E D S T A T E S CO U R T o r A P P E A L S POR T H E FO U R TH C IR C U IT IIUIFiF FUll T ill? FI?m?IIAI, PETITIONERS OPINIONS IIEI<OW The opinion of llte court of appeals (Pci. App. 346a- 481a)' in reported at 751 F.2d 662. Tlie opinions of the I "Pet. App." re fern to I he separately I round appendix filed with the petition in No. S5-D3. In (proting materials fruni this appendix, we have corrected typographical errors in the IIIIiir ; those correc tions are inilicaled by brackets. "Rupp. Pet. App.” refers to the supplementary appendix hound with Ilia petition in No. 85-428. "J.A.” refers to Ihc separately hound appendix filed with this br ief. "(!.A. App." refers to the JO-volumc court of appeals appendix, 10 copies of which have been lodged willi this Court. "('.A. H r.’ refers to the Itricf for the United Stales filed in tire court of ap peals, 10 copies of which have also been lodged with this Court. ( 1 ) z district court (I 'd . 3n-207», are on- reirortcd. .MIUIRDICTION The judgment or Hie court or appeals ISupp. Ret. App. ln-3a) was entered .... December 10 ,1984 WJ " denied on April 15, 1985 (l’cl. App. 482a-483a). On July 5 ]J)85, Hie Chief Justice extended the Covet n- tncnl's time for filiitf' a petition for a writ of certiovan to and Including September 12, 1985. 1 lie petition No 85-93 was tiled on July 15, 1985, and the pel lion in No. 85-428 was filed on September 12, 1985 l oth petitions were granted on November 12, 1985 (J.A. iS i- 182). The jurisdiction or this Court is invoked under 28 U.S.C. 1254(1). STATUTES INVOLVED The relevant portions of Section 001 of ri ill« VI of the Civil Rights Act of 1904, 42 U.S.C. 2000d and Section 703(a)(1) or Title VII of the Civil Rights Act of 1904, 42 U.S.C. 2000o-2(a) (1), are reproduced at pages 3-4 o the petition in No. 85-93. STATEMENT 1 The North Carolina Agricultural Extension Service (the Service) provides services to state residents involv ing the dissemination or "useful and practical informa tion on subjects relating to agriculture and home eco nomics," c.fl-, through educational programs for fmnjcj- and sponsoring 4-11 and extension homemaker clubs (le t. App. 7a, 12a 20a). It is funded jointly by the United States Department of Agriculture, the Slate of Nor ' Carolina, and the various counties in the Mate Met. Ann. 7a-8a). The Service employs agricultural extension agents, professional employees at the county level, o which there are three ranks: full agent, associate agent, 2 T J L . I ''I'.... >■■*. Are- I7»i. perform "essentially Hie same types of tasks, but tin full agents have more responsibility and are expected to maintain bielier performance levels than associate I I agents, the intermediate position, or assistant agents, the entry level position {ihitl. I .'i 1 1 ' „ Until August 1905, the Service Was1 divided into a while branch * * * and a Negro branch * r * composed entirely of black personnel and scrvlinjfl only black farm ers, homemakers and youth” (Tel, App,, 27a). Although black and while county agents had,,j^lcntical responsi bilities and job descriptions (I’et. App. 29a), “ |l|he salaries or black agents in the segregated system were lower than the salaries of their while counterparts” (Ret. App. 30a). The two branches'of the Service were merged on August 1, 1905 (Ret. App. 30a, 359a), and a single minimum entry level salary was adopted for all agents hired alter the merger.* Shortly heroic the merger, the position of county ex tension chairman was created by making the white county agents responsible for coordinating the cntiie ex tension program in their respective counties (O.A. App. 1001-1002, 1783). In November 1972, the Service intro duced a system of announcing job vacancies and accept ing applications for county chairman positions (Ret. App. 24a-25a, 75a).' Applicants who possess I he minimum quidifications for county chairman are interviewed by Service ollicials, who then make a recommendation to the board of county commissioners (Ret. App. 25a-25a, 7<>a- 2 |u ||,fa |„ | , .r we will use the term "iigcnls" to refer rollerlivcly to nmploypcs in fill llirec rniiks. a Newly III m l ngcntfi wllli inlvnnred df'grcc*, prior rrlovnnt cx- iierience, or particularly ueeile.1 skills nre paid mere lluoi tl.c mini m i , R , n - I i spent's snliiry slsu rellcets a conlriliullmi by ,.,.iiiilv in whirl, he is employed, lira nmouiit varying from euunly p, eouuly Pay Increases nwanle.l by the comity or the stale may he In the fern, of an e-i'nal stun I" earl, employee or as a percentage „f the salary. I'll,ally, I he stale ami some counties provide To, merit pay illn esses and inn eases to olfset inlhillon U’el. App. JOita 115a, :il!0a-3li2a). 1 llrfme II,at lime, manly 'I,airmen were selected jomlly h.v the Service ami the hoard of eonaly commissioners ronrerned from a list or possible candidates prepared by the Service U'-A. App. It..', ,|ar> -ISM; Pel. App. loin). 1 77a). The county generally accepts the recommendation (C.A. App. 171), hut "all appointments are worked out jointly between the Extension Service and the commis sioners and no oflicial action can he taken unilateinlly by either parly with respect to Idling a vacancy” d ’et. App. 77a). . . . . .1 Prior to 15)05, the Service had established separate all- white and all-black I II and extension homemaker clubs, and many clubs presently have only members of a single race (J.A. 100; C.A. App. 1807), although the number of integrated Clubs increased nearly three-fold between 1972 and 1980 (C.A. App. 1807, 180, 1M0). After 1905, the Service requested a formal assurance from each club that it would not discriminate on the basis or race, color, or national origin (OX 115, at 3). lhe Service has also published in the media its policy that all voluntary clubs be organised without regard to race, instructed its agents to encourage formation of new clubs on that basis (Pel. App. 181a), and integrated all other aspects of I be'l-II program. 2. a. This suit was initialed in November 1971 by more than 50 black employees of the Service, alleging, inter alia, intentional racial discrimination in employ ment and services in violation of the Fourteenth Amend ment to the Constitution, 12 U.S.C. 1981, and Section 601 of Title VI or the Civil Rights Act of 1904, 12 U.S.C. 2000d (Pet. App. On-la). After Title VII of the Civil Rights Act of 1901 became applicable to the stales in 1972 the complaint was amended to include claims under Section 700 of that Act, 12 U.S.C. 200Uc-2, and the United States intervened in the action. The complaint in Intervention, as amended, also alleged racial discrimina-. tion against black employees and recipients of services In violation of the Fourteenth Amendment, Title VI, and Title V I I (Pet. App. 5a, 35a). . . . . Plaintiffs asserted intentional racial discrimination in various Incidents or employment, including salaries, job assignments and promotions, and in the selection of county chairmen, as well as in the continued support of 5 . I tl\Y single-race l-II and extension homemaker clubs (Pel. App. 19a-5ta). The employment-related claims included individual claims of discriminatory,..treatment as well as allegations of intentional patterns >and practices of discrimination (Pet. App. 19a-51a,' 227a-3,19a). b. The case was tried to the court1 for It) weeks start ing in December 1981 (Pet. App.' 4a),."'During discovery, the defendants had asserted that .four, factors were de terminative or salary: education,.tenure, job title and job performance (GX 159, at 90, 9(5 (Oct! 1(5, 1981, Deposi tion of Dr. Paul Dew, Assistant DilecW of County Op erations)). At trial, Die evidence introduced by the United Slates included multiple regression analyses comparing the salaries of black and while county agents in 1971, 1975 and 1981. Certain of these regressions used four independent variables—race, education, (enure, and job title—and showed a statistically significant racial effect for 1971 (C.A. App. 1(501, 102-103) and 1975 (C.A. App. 1589, 11(5), and a smaller racial effect, without sta tistical significance, for 1981 (C.A. App. 1578)." The district court indicated that, based on this evidence, plaintiffs would prevail unless defendants produced statis tical evidence demonstrating that the addition of other variables would reduce or eliminate the racial effect." Accordingly, defendants also introduced multiple regres sion analyses, for 1975 and 1981. Certain of these re gressions used the same variables ns plaintiffs' regres sions, but excluded county chairmen from the data base, and these analyses produced results similar to plain- r. These instills were cm rnhoi iited by oilier evidence, includliiR mi exhibit, l.nsnil on .? Mini my I »T,\ payroll data for 23 counties, Unit shuweil 2!l blnck employees ear nine Ess Ilian whiles in lhe panic enmity with eoinpnrnble or lower positions mill llie same 01 less (enure anil education (C.A. App. 1503-1567). « The court lolit respondents’ counsel (C.A. App. 525) : 11 |f miller the law nil those things should Imve been cranked in there, and if after crmtkiiiR them in you pet a different result. Ihen von win. If they ain’t Rot any business in there or ir you've cranked Ihciii in and It sllll doesn't show it, then lliey win. G tlfTa’ (C.A. App. 1710 (analyses), 1711-1712, 1001-16921. In addition, defendants presented regressions that added qua,tile rank, a measure of job performance, as an in dependent variable.’ Doing so for 15181 produced statisti cally insignificant racial disparities, but doing bo for 15)75 increas'd tbe racial effect, and Ibis result was statis tically signilicant (O.A. App. 1710 (analysis G), 1713- 1714)). t . „ . . Plaintiffs also introduced evidence showing lliat al though the si/,c or the d-ll club system has varied consid erably over the years, there have been more than 1,000 all-widte clubs each year since 15)72 (C.A. App. 2237; GX 11), and more than 850 single-race chibs in communities identified by defendants as "ethnically mixed” (C.A. App. 1807) The extension homemaker clubs also remain largely single-race clubs (J.A. 103-113; C.A. App. 1800- 1807; Tr. 941-942, 1524-1525, 235)0, 2449-2450)." t Qunrlllu rnnU is usnl In determining merit salary Increases (see note i)2, infra). I lie government did not use tills variable In Its regression analyses because Die quarlllc system wns Itself under allrnk In lids suit ns racially discriminatory (sec l ’et. App. 891a- 400a). i ' f he govern men l also introduced statistical and oilier evidence relating to the selection of county chairmen. The first black chair man was not selected until March 1971, after 151 while chairmen had been selected (J.A. 127; CX 75). Hclween November 1972 when the first vacancy announcement appeared (sec note 4, unpin) and October 1981, 72 (93.5%) of the 77 county chairmen selected were while and 5 <5.5%) were black (J.A. 114-124; C.A. App. 919-920). No black was selected for any of llic 31 positions filled between November 1972 and July 1, 1975, although 12 (10.3%) of the 115 applicants for those positions were black. Several blacks testified tha t they bad not sought chairmanships because they be lleved It would be futile to do so (I’et. App. 93a). Of the 5 blacks among the candidates selected for the 15 positions filled between July 1975 and October 1981, 3 were selected for vacancies for which only blacks were in competition, and the sole while applicant with which the other 2 competed was a female; no black bari ever been selected In compelIIion with a white male applicant (J.A. l H ' - J C.A. App. HMKt, MMM»; <JX 172, nt mc ^.A. *' nt lOn-lln). • . i "• ill }•«* ll I I • . I I I M i i i . •*|i: i i 7 A|" c TIip district court, rejected all dhims of the private plaintiffs and the United States. With respect to the salaries of county-level employees!, th6 court held that no pattern or practice of racially discriminatory treatment bad been shown (l’ol. App. 150a).„T|ie court noted hat « |i | t is undisputed” that before Aha merger of its black and while branches in 15)05, the Service paid black agents loss than while ones, and recognised that, although "steps were taken to begin |lhe| elimination” Of this disparity before tbe Service was covered by Title Vlf in 15)72, "the government has offered evidence lending to show that as of January 15)73, the s:|la()es of numerous black agents throughout the system were less than those or white agents in the same counties who were in comparable or lower positions and who bad comparable or less tenure * * * |and 1 defendants’ own exhibit [showed | some sal ary disparities between blacks and whites as late as Oc tober, 15)74” (Pet. App. 120a-121a). The district court nevertheless found that "while on its face libel evidence unquestionably establishes salary disparities, when viewed in the light of defendants’ explanatory evidence it fails to prove discrimination” (I’et. App. 122a-123a)Focusing on certain regressions that controlled only Tor tenure and education (I’et. App. 131a), rather than on those also ineluding job title and job performance as independent variables, (lie court described the regression analyses as v p r f .u o analyzing tlm statistical data, tbe court explained Its nppruneb In Ibe rr.,iiirenicnls of the Civil Rights Act of 195 1 <1 cl. App. I2 ln-I22n) : , Uq| .,q It bml been fmiml in tbe area of education Ibal. there is „„ nui'li tiling ns instnnl inlegrallnn. It was soon found In Ibe Held nf business and industry tlmt tbere is no such tiling as Instant |e | . |ua lity in employment. Without risking serin,is disruption nf a business by prnblfb|lllvely cosily budgetary nllcpillions and n possible practice of wholesale reverse d s- crlmlnalion it was soon recognized (though not always by tbe coiirl.nl lliat Ibe adjustments mandated by tbe law simply could md; bo made overnight. Tl„,s the "explanatory evidence” Ibe court viewed as justifying (he salary disparities established by tbe government npparenlly included ibe hisloricnt fact of discrimination. 8 flawed, primarily because the raw dal,a on wliich they were based included the salaries of higher-paid county chairmen, most of whom were white, as well as county agents (Pet. App. t:iC.a-138a), and because tliey failed to account for "several unmeasured factors, notably job performance” (Pel. App. Mia).'" In sum, the court "con clude! d | ‘ that (he plaintiffs had probably made out a prima facie case with respect to defendants promotion and salary practices * * * |bull the defendant articulnlledl plausible reasons for its actions * * * which the court found convincing” (Pel. App. 1!>()a). As to the claim that the Service permitted segregated 4-11 clubs and extension homemaker clubs to bo main tained in North Carolina, recognizing and providing serv ices to such clubs, the district court found that tlicie aic many clubs to which members of both races belong” (Pel. App. KiGa). and that “ | i | f any individual lias become a member of a club composed only of members of his oi lier own race, it has been an entirely voluntary act (1 ct. App. 172a). The court found no evidence of any denial of membership or discrimination in services on the basis of ' •T h e court rolled on n lint of variation provided by defendants (Pet. App. l!l!tn-l!Mn): (1) Performance of agents measured against (lie ngenls' plan of work; (2) The variation in salaries created by aeronn the board stale raises with the different percentage of alate contribu tions In each county; (2) The across Ibo board Increases in spent nnlnrles by some counties and not in others; (d) Tin* merit raises provided by Ibe slate; (fi) The merit raises provided Tor by the counties in which Extension Service personnel have no input; (0) The merit raises provided by the counties with limited or full participation in Ibe merit recommendation by Intension Service personnel; (7) The range in merit salary increases provided by Ibe counties (0 | ! " l I2',’!> in Itiftl); (fl) Prior and relevant experience; and *' Variations in salary due to market demands both at U,tm of hire and later for agents with skills in short supply or m ine ernrrienre i 1... ■ .1 . ■ I- 1 * toI.ml | : ,1 lie .,■! ' ' ’ . I I I I I ' lie I i • ii h I • I ii ' I I ' ...... race, ami concluded that the lawi dues pat require that these clubs be integrated (Pel. App. i !G5a-185a). I lie court ruled that the evidence did not demonstrate any discriminatory intent on the Services part in loleialing the single-race clubs (Pet. App. 17Ha-182a), and Hint (lie Service accordingly did not violate Ut# lAtV in coni liming In provide services to slid) clubs (lfet. Ajtjp. 184a-185a)." 3. a. The court of appeals aflivnicpl (Pel. App. 34(5a- 125a), Judge Pliillips dissenting in pprt (Pet. App. 425a- 481a). The panel majority adopted ,1!)?, t)islriel court’s lliiflings that under policies in effect when the Service maintained two separate racially1 segregated branches, black employees were paid less Iliad wllllc employees per forming (lie same job because of their race, and Unit even after (lie Service became subject to Title VII in I!17J, "fs|onie pre-existing salary disparities continued to linger on” (Pol, App. 3fi0a). However, Hie court staled suc cinctly (Pet. App. 380a) : The plaintiffs claim that the pre-Act discrimina tory difference in salaries should have been allirma- lively eliminated bill has not. We do not think (his is the law. n Tim (Unh id; court also held llmt the plaintiffs failed to estab- Holi n pi inui facie rase or racial discrimination in Ibe select ion of county chairmen, ami Hint “ in any event llie defendants have elfecHvely rebutted plaintiffs’ case try showing the inaccuracy ami insignificance of plnintiira’ proof” (Pet. App. 100a). I lie court found that only 77 county chairman positions hnd lieen filled since Hie institution of slnlewlde vacancy aiinnunccnicnls in 1072, Hie year Title Vi I was made applicable to public employers, and Unit Mocks bad applied for only IK or those positions (PH. App. 7Ka. R5a-SI>al. Hnnsiiloring those IK positions (and thus including posi tions for wldcli only blacks applied but excluding posilim.s for which only whiles applied) Hie court found the selection rale for Mocks occeplahle (Pel. App. 7!'a-K0a, R(in>, and held Uml Hie Service’s selection procedures for county chairman have, since 1!>(2, Item applied In a noiuliscriminatory manner (Pet. App. KKIa-IOla). The court reieded plainlilfs’ claim that lilacks Imd Iscu deterred from applvimr for chairmanships (Pel. App. IWn), and also rejected all Individual claims or discrimination In promotions to counly chairman (PH. App. 227a-3lfn). 10 The panel majority relied for its view on United Air Lines, Inc. v. Leans, -IHI IJ.S. 053 (1077), and Hazelwood School District v. United States, 433 IJ.S. 200 (1077), as well as several court of appeals decisions that followed Evans in rejecting lime-barred claims despite the con tinuing c(Teels of (lie alleged discriminatory acts on sen iority rights (IVI. App. 38(>a-3H2a). This view of Title V ll’s requirement led (he panel to fault all of the regres sion analyses of (lie salaries of current county employees _recent hires as well as prc-Acl hi res—because the fig-. ures analyzed "relied (lie elTect of prc-Act discrimina tion” (Pet. App. 380a). For this reason, as well as be cause "both experts omitted from their respeclivc anal- ys|els variables which ought lo he reasonably viewed as determinants of salary,” (he analyses were deemed "un acceptable as evidence of discrimination (Pel. App. 301a). With respect lo (lie selection of county chairmen, plain tiffs challenged on appeal the district court’s analysis of selection rales, arguing that the court erred in excluding vacancies for which only whiles applied, while including vacancies for which only blacks applied (Pet. App. 41 la- 412a). The court of appeals majority found it unneces sary to consider these objections, because it concluded that •The employment decisions made by the Intension Scrvieo with respect lo I ho selection of County Chairmen were made when the Service either recommended or did not recommend an applicant for an existing vacancy lo the County Commissioners” (Pet. App. 405a-40(5a). It there fore examined (he dal a as (o I he Service’s recommenda tions, rather than the selection statistics relied on by plaintiffs and (lie district court, and found no discrimina tion (Pet. App. 4180-4230).'= is The court's initial analysis (IVI. App. 4i:in-l l4a), includes nil positions for which Muck cnndldnlos applied, whether or not while cnudhlntcs also competed, lint excludes positions for which only while cnndidnles applied. The court’s more extended nnnlysls (id. At 4IBn-42ln) includes "spplicuul How data” for nil positions filled during the years 1008-1 PHI. In (lie Inller analysis, the court’s references lo '’applicants" or "applications" during the period 11(08-V1 " 1, ■■ -li |».ll H I 11 "*'*(*' ' •" '•> Finally, the panel majority hehUtwMJjp cn,"'t “correctly denied (lie plaintiiTs’ clai^ .re.speeL to the alleged allirmativc duly to require, integrated nicmbcr- ship” in 4-11 clubs and extensionhppiqipaker elnlis be cause, absent any proof of discrimination, "Ihe mere ex istence of all while and all black .Pa* ' |c|lubs in some racially mixed communities” does' Ml" Violate the law (Pet. App. 424a n.128). b. Judge Phillips dissented frclln' thP 'majority's dis missal of the salary claims (Pet. ^iij).,,425a, 433a-4(i!la),n noting that it was undisputed that prior to the 11X55 merger “Ihe salaries of black professionals were inten tionally and quite openly simply Set ldwet* than those of while colleagues in the same cmplpynl6lit positions’ (Pet. App. 437a), and that these salary (liflerenlials continued "well past l!M58 (the earliest limitatioii date applicable to the salary claim)” (Pet. App,,438a-43!>a)." The regression analyses of belli plaintiffs’ find defendants’ ex ports were, moreover, in his view, "wholly consistent in showing a substantial, across-the-board race-based dis parity (Pet. App. 410a-450a). Because these analyses “employfed| the most obvious alternative variables of tenure, education, and job position” (I’ct. App. 4l!la), Judge Phillips found no authority for rejecting such analyses “for failure to include a number of oilier in dependent variables merely hypothesized by defendants” (Pet. App. 448a). UI7I, when there were no vacancy announcement ami application procedures, evidently refers lo the list of possible candidates pre pared by Service ollleials, from which they later made recommendii- llons lo the counties (see note I, supra); the’ court's references lo white or black “approvals” refers lo the recommendations made by the Service to the counties (see chart preceding I’et. App. 120a). n | | (, „|!m dissented from Ihe majority’s rejection of the I II and extension homemaker club claims (Pet. App. 425a, 400a-48la). h As .fudge Phillips recognized the complaint, tiled in Novem ber 1071, included claims based on the Constitution and Title VI; the la tter lias been applicable lo ihe states since 11)01. A lliree-year limitation period applies lo I hose claims. Cox V. Stanton, 520 l'\2d 47, 40 5(1 ( lib Clr. 1075). 1 2 In sum, Judge Phillips concluded Hint “the only ra- lionnl assessment In ho made of the evidence in lids rec ord” is Hint “Ihe general pattern of pre-J9(»5 overt dis crimination in salary continued in substantial, if giudtt- nlly diminishing, degree until at least 197(1 and perhaps beyond,” and that responsible Service officials knew that such a race-based pattern continued and failed to coricct it (I’et. App. 455a-l5l»a). In bis view, the majority’s failure to award relief on such a record resulted from "misapprehensions of controlling legal principle’ (le t. App. 45(ia), including the "relevant time frame within which the existence of a pattern or practice of salary dis crimination was to bo assessed” (Pet. App. 457a).,r’ ^ 4. Rehearing on banc was denied by an equally divided court, without opinion, on April 15, 1 !)F?5, and the panel, Judge Phillips again dissenting, also declined to rehear the case (Pel. App. 4<S2a-483a). SUMMARY OF AltUllMICNT Hiring and promotion decisions are discrete acts, which, if taken before (he effective date of Title VII or outside of the applicable statute of limitations, cannot be the subject of a successful Title VII suit, even if the con sequences of those actions continue to affect the employee until the time of suit. Hut Title VII does require the correction of unequal salaries that are the continuation of racially-based pay differentials originating prc-Act or in the time-barred period. This continuing salary dis crimination is akin to intentionally discriminatory sen- ority systems, which, regardless of the dale of their incep tion, afford no justification for race-based disparate treat ment. I’liillips ilis.'ii'ieml with llic pmicl majority's l end I up of Evans ami tliizchrimil an Mppliinblc to plaintitro’ (Hilary claims (|<ct. App. 4l!!2n-1(>7a I . Those cases, he explained, do not permit an employer to "continue practices now violative [of Title VIII dimply because at one lime lliey were not” (Pel. App. 405a). In his view, tin* Evans /JozWieood principle "simply has no loRienl application” in cases involving "pay and oilier ‘condition of employ ment’ claims, as opposed to hiring and other work-force composition claims” (Pet. App. 400a). 13 11 .i > .i We i t . With regard to the statistical evidence, the court of appeals articulated the correct rulis—that in a disparate treatment ease challenging salary’,,(Ji^graices, plaintiff’s statistical analysis must include i"variables which ought to be reasonably viewed as determinants'of salary” (Pet. App. 3t)la)—but improperly npplhkl that1 ride. The par ties’ multiple regression analysed) lo^tillier with the other evidence introduced, proved that! (hgre Was racial dis crimination in salaries. None of the .variables omitted from petitioners’ analyses undorniines 'that conclusion. As a corollary to the “reasonableness” Standard for statis tical proof, we urge (hat district coWls bo encouraged to make formal determinations at the ea^'ligsl possible stage '•rif if 1,r ii, (i Mini f llxk I'lelm-a in Vm itlplllilfwl lical analyses offered at trial. \n •’, Although private petitioners ask1 this Court, to consider whether Title VII permits an employer to delegato its hiring decisions to a third parly that invariably acts in a discriminatory manner (85-93 Pet. 49-55), Ibis case presents no such issue. It is clear that the Service was jointly responsible with the county commissioners for the selection of county chairmen; even the court of appeals recognized this (Pet. App. 403a). The court’s reliance on statistics relating to the recommendations made by re spondents, rather than the final selection statistics, was accordingly inappropriate. Finally, the court of appeals correctly found that re spondents had satisfied their affirmative duty to desegre gate the 4-11 and homemaker extension clubs by main taining and publicizing a policy of entirely open admis sions to such clubs. Although some single-race clubs re main, neither the Constitution nor Title VI requires any particular degree of racial balance, and maintenance of the traditional option of individuals to join any club that they choose does not suggest that respondents are per petuating their prior segregative practices. M ARGUMENT f. IILACK STATE EMPLOYEES ESTABLISH A CLAIM UNDER TITLI5 VII MY IDENTIFYING CURRENT SALARY DISPARITIES BETWEEN THEM SELVES AND WHITE EMPLOYEES HOLD ING THE SAME JOIIS AND HEMONSTIIATINO THAT SUCH IMSPAIUTIES RESULT FROM A STATE POLICY IIEFORE 1905 OF PAYING IILACKS LOWER SALARIES THAN WHITES. The court of appeals acknowledged that, before the merger in Ihe Service maintained two separate ra- cially-segregaled hranches and paid black employees less than white employees because of their race; that, after the merger, these race-based disparities were not im mediately eliminated; and that these disparities continued after this suit was tiled and after Title VII became ap plicable It* tlie Service in March 1072 (Pet. App. 35!)a- 3(50a, 385)a-35>Oa). As a result, since the effective date of the Act, black employees hired before 15)05, because of their race, have received and continue to receive lower salaries than while employees who have been performing the same job for Ihe same length of lime. The court of appeals incorrectly decided that 'Title VII provides no remedy to these black employees (Pel. App. 38fta-382a, 3!)Da-100a). Thq court oT appeals relied in large part on this Court’s decisions in United Air Dines, Inc. v. Evans, 431 U.S. 553 (15)77), and Hazelwood. School District V. United States, 433 U.S. 20!) (1077), interpreting those decisions as absolving an employer of any responsibility for af firmatively eliminating the continuing effects of prc-Acl salary discrimination provided il has adopted a race- neutral policy in establishing salaries for posl-Act hires. The appellate court’s reliance is misplaced, however, as this Court’s decisions in Evans and Hazelwood are read ily distinguishable from the case at bar. In Evans, a female Might attendant forced to resign when she married in 10(18, and rehired in 1072 after the "no marriage” policy for female Might attendants was i i t * 111 * 111 i 15 • l.. * . .1 i. discontinued, challenged United’s refusal to credit her prior service towards her seniorjjy. , looting the absence of any allegation that prior service..is,credited to rehired male employees under United’s, seniority system, this Court acknowledged that the denial of pre-1072 seniority "does indeed have a continuing Irtijtitct on 111',vans’| pay and fringe benefits” (131 U.S. at 558), but rejected her claim that United was guilty 6f a cdiitliiuing violation of Title VII, staling (id. at 558, 5 (* 0 )1 • • - I • 11 • I. M I |T1 he seniority system gives present effect to past act of discrimination | the, forced resignation]. Hut United was entitled to treat lliut past act as lawful after respondent failed to file a charge of discrimi nation within the f statu lory limitations period |. A discriminatory act which is not made the basis for a timely charge is the legal equivalent of a discrimina tory act which occurred before the statute was passed. It may constitute relevant background evi dence in a proceeding in which the status of a cur rent practice is at issue, but separately considered, it is merely an unfortunate event in history which has no present legal consequences. « « • • • 'The statute does not foreclose attacks on Ihe current operation of seniority systems which are subject to challenge as discriminatory. But such a challenge to a neutral system may not be predicated on the mere fact that a past event which has no present legal significance has affected the calculation of seniority credit, even if the past event might at one time have justified a valid claim agninst the employer. The Court's decision in Evans thus turned on the fact that United’s past act of discrimination—forcing Evans In resign because she was a married female—was a sin gle, discrete act taken at a lime outside of the applicable statutory limitations period, and as such was not action able under Title VII. 'The Court acknowledged, as the court of appeals assumed here, that the Evans rule is equally applicable when the discriminatory act was taken before the effective dale of 'Title VII. f 16 To similar effect is the Court’s decision in Hazelwood. There this Court vacated a court of appeals judgment, based on statistical disparities between the rncial compo sition of Hazelwood’s leaching staff and that of the quali fied public school teacher population in the relevant labor market, that the school district had engaged in a pattern and practice of hiring discrimination in violation of Title VII. Although (his Court agreed that the court of appeals correctly rejected the district courts statistical analysis, it held that the statistical disparities on which the appellate court relied were not dispositive ('133 U.S. at 309-310 (footnote omitted)): The Court id' Appeals totally disregarded the pos sibility that this prima facie statistical proof in the record might at the tidal level he rebutted by statis tics dealing with Hazelwood’s hiring after it became subject to Title VII. Racial discrimination by public employers was not made illegal under Title VII un til March ‘21, 1972. A public employer who from that dale forward made all its employment decisions in a wholly noiidiscriminalory way would not vio late Title VII even if it had formerly maintained an all-white work force by purposefully excluding Ne groes. For this reason, the Court cautioned in the Teamsters opinion \ International llrollicrhood of Teamsters v. United States, 431 U.S. 324 (1977) 1 that once a prima facie case lias been established by statistical workforce disparities, the employer must be given *ui opportunity to show llutl the chinned discriminatory pattern is a product of prc-Act hid ing rather Ilian unlawful posl-Acl discrimination.’ 431 U.S., at 360. Thus, Hazelwood indicates that Title VII is not vio lated by disparities in the racial composition of an em ployer’s staff which are the present effects of discrimina tory hiring decisions, all of which ocelli icd befoie the effective dale of Title VII. FJvans and Hazelwood thus establish that prc-Act or lime-barred hiring and termination decisions cannot form the basis of a claim under Title VII, even when those de cisions have continuing current effects due, for example, to I ho operation of a bona fide seniority system."' Simi larly, prc-Act or time-barred qironiotiom decisions cannot be challenged under Title V illon ilhe theory that the claimant who should have1 I’e c e i • itlie- promotion now continues in a lesser job at a> salaryi level below that which he would have obtained' hndlhot not been the victim of the pre-Act or lime-barred'-discrimination.” Hiring and promotion decisions arc 'diset'ete1 acts, taken once and for all at a single moment in Unite.< Evans and Hazelwood teach that if that moment occurred prior to the effective Section 70.1(h) of Title VII, 42 U.S.C. 2000e-2 (h), validates only "Itona lute” seniority systems. If nn employee ran show Hint tiie seniority system was adopted with n discriminatory intent. Section 70:t(h) affords llie employer no protection. 1‘idlmnn- Standard v. Sivinl, 450 U.S. 27.1, 270-277 (1082). This Court has emphasized Hint Section 70.1(h) “makes no distinction between seniority systems adopted before its effective date and those adopted after Its effective dale.” American Tobacco Co. v. l'oiternon, 450 U.S. 01, 70 (1082). 11 There appears to lie a mnllict among the circuits as to whether nn employee can avoid a statute of limitations defense by establish ing lie was denied promotion pursuant to a continuing practice of discriminatory promotion denials, or whether lie must tile within the statutory period after lie is himself dented promotion even where such a practice Is alleged. Compare, e.g., Aclia V. Ilcnmc, 570 I'.2d 57, 05 (2d Cir. 1078) (continuously maintained promotion policy may be subject of complaint until statutory time “after I lie fast occur rence of an instance of that policy,” citing cases), and I'allernon v. American Tobacco Co., 580 F.2d 800, 804 (41h Clr. 1078) iheann is Inapplicable where a discriminatory promotion system is main tained; the discrimination continues from day to day and a specific violation occurs whenever a promotion is made), with, e.g., Human V. Town of Mount Vernon, 012 F.2d 074, 077-078 (5lh Cir. 1080) (suit must he filed within statutory lime after employee should have perceived discrimination wns occurring). However, we are unaware of any case In which u court has permitted an employee to rely on the current effect of a discriminatory promotion policy that was terminated In a lime-hnrred period. Such a complaint, we submit, would clearly lie untenable under Feans. Moreover, we have serious doubts about the validity of any theory that would permit an employee who does not sue In n representative capacity to recover when the denial of promotion that affected him is wholly prc-Act or time-barred, even If the discriminatory policy continues so as lo affeel other employees. 18 dale of llie Acl or beyond Hie reach of Hie statute of limi- lations, llie discriminatory decision eamiol be the subject of n Title VII anil, even though the consequences of that decision may well continue to Hie present. Indeed, it could scarcely be otherwise unless the Act is, as a prac tical matter, to have retroactive application, and relief for past illegalities is to be available into the indefinite future. For heller or worse, unlawful discriminatory hir ing, promotion and termination decisions must either be timely complained of or be taken to iiave fixed a person s situation once and for all—unless, of course, fresb illegal ities nrc subsequently committed. No such practical and conceptual difficulties attend the correction of unequal salaries that are the continuation of prc-Act, admittedly racially-based pay differentials. One claim in the case at bar is that the Service has con tinued to pay certain black employees less than while em ployees holding the same job for the same length of time, simply because of their race. Until now, the courts of appeals—including the Fourth Circuit—have consistently held that such discrimination in compensation is a con tinuing violation of Title VII, and as such is actionable, notwithstanding Kvans and Hazelwood, even when the pay differentials originated before the elective dale of the Act or outside of the statutory limitations period. Thus, for example, the Fourth Circuit slated in Jenkins V. Home Insurance Co., (!35 F.2d 310, 312 (1080) (per curiam ): Unlike Keans, (lie Company’s alleged discrimina tory violation occurred in a series of separate hut related acts throughout the course of Jenkins’ em ployment. I'Ivory two weeks, Jenkins was paid for the prior working period * * * an amount less than was paid her male counterparts for the same work covering the same period. Thus, the Company’s al leged discrimination was manifested in a continuing violation which ceased only at the end of Jenkins employment. Accord, Kim v. Coppin Slate ('allege, (5(52 F.2d 1055, 1001 (4th Cir. 1081) (“This court * * * has consistently dis- I till . Will* l 19 , y lint o. tinguished Keans when the (li^ i^ ijia lo ry employment practice lias continuously affected . lj|c,.£|imphiining em ployee and is continuing.” ) ; HalLjl.^(ulgx, Inc., 000 l1.2d 307, 308 (0th Cir. 1082) CTTJhei(discrimination was continuing in nature. Hall suffq^ftl q,.denial of equal pay with each check she rccoivejlf”^ V. ITT Finan cial Corp., 010 F.2d 738, 743 ( g t y , ^ ^080) ("The prac tice of paying discrinunatorily, upgquaj pay occurs not only when an employer sets pay Jpvpls, ,\>ut as long as tho discriminatory differential contin(^.”jl( j, [jarlcll v. Hcrlilz School of Languages of America,t . 008 F.2d 1003, 1004 (Olh Cir.), cert, denied, 4(54 y.$f j)15 (1083) (“The policy of paying lower wages lo,,ftma|q employees on each payday constitutes a ‘continuing violation.’ ” ). Cf. I'erez V. Laredo Junior College, 700 F.2d 731 (5th Cir. 1083) (applying Title VII principles in suit under Sections 1081 and 1083). Viewing discrimination in compensation as a continu ing violation of Title VII, the courts of appeals after Keans have held that pre-Act, intentional discrimination cannot be used to justify llie post-Act payment of lower salaries to minority employees than to other similarly situated employees. In Lamplicre V. Ilrown University, 085 F.2d 743, 747 (1st Cir. 1082), for example, the First Circuit ruled that a female faculty member’s “allegations that she received a discriminatorily low wage after 1072 | when Title VII became applicable to educational institu tions | as a result of pre-1072 discrimination” were ac tionable, staling: “ |A | decision to hire an individual at a discriminatorily low salary can, upon payment of each subsequent pay check, continue to violate the employee’s rights.” Cf. Ilcrry v. Hoard of Supervisors of Louisiana Slate University, l i b F.2d 071, 080 (5th Cir. 1083). . These court of appeals decisions refiect the proper con struction oT Title VII, and correctly distinguish challenges to salary discrimination originating before the Acl or out side of the limitations period, but continuing after the effective date of the Act, from cases such as Keans and Hazelwood involving challenges to the post-Act effects of J 20 discrete prc-Act decisions sucli as hiring and termination. The continuing salary discrimination involved here is akin to the continued use of an intentionally discrimina tory seniority system, which this Court has held is unlaw ful under Title; VII even if the seniority system was adopted before the Act became effective. See I’ulliuan- Stauilurd v. Swinl, inti U.S. 273, 270-277 (1082); Ameri can Tobacco Co. v. Tall arson, 400 U.S. 03, 70 (1082).'" Just as an intentionally discriminatory prc-Act seniority system affords no justification for current employment practices that have a race-based effect, so loo an inten tionally discriminatory prc-Act salary system atfords no justification for current salary practices that have a race- based effect. To the extent that the court of appeals’ **“ of post-Act salary disparities as merely the "lingering effect” of pre-Acl overt discrimination (I’et. App. 300a) represents a willingness to tolerate such prac tices, its decision cannot he allowed to stand.” ** Seo nolp ll>, nn/oo. Tills Court addressed llie <|ucsl!on of continuing prc-Act salary disparities in the context of a suit under tile Ri|unl Pay Act, 2!l II.S.C. 20(1; Coruiuij (ilonn IPorA*s v. Hrounon, 417 li.fi. I8R ( 11171). 1 list decision is not strictly In point hero, however, as a violation of the Hipial Pay Act is established simply by showing the payment of lower wages lo women than to men performing llie. same work; the dale when the disparity originated, nnd the reasons underlying the disparity, arc largely Irrelevant. In contrast, the plaintiff in a discriminatory treatment case under rillo VII must establish not only the disparity in wages, hut also the employer’s inlcnl to discriminate. See Intornulioiml llrothcr- hnod of Teamsters v. lluitrd Stolon, PI I tl.S. a t 3.75 n.lB. Thus, a current disparity in salaries, without more, cannot he the basis for this Title VII claim of discriminatory treatment. Instead, It Is necessary to examine the basis for that disparity to determine whether (here has been actionable intentional discrimination subject lo a timely challenge. Here, although the Service’s decision lo pay black employees less than whites for llie same work was taken before Title V'll heroine applicable to public employers, there Is no dispute that the Service's compensation scheme remained intention ally discriminatory. See pages 7, It, sspn i ; Pel. App. 43!)n-440n; Jf,A . i2n -t:to . ” Further fact finding will he necessary lo establish the recovery due any individual employee. As both courts below emphnslzcd, the I i i • in i .■ ii 21 V I I lilt • 11 Hit’ I nil .0 1 ; II. THE ItEDItESSION ANAEyt-fES.SHOWED IIACIAL IMSCIII 111 I NATION, ANLMIESPONDENT.S Dill NOT IIEl''IITI5 THAT SHOWING ...... • .. i.i- i t "■ Tin; court, of itppnals clearly >yqt||d, have erred if it bad held, as private petitioners assert .in their Questions Pre sented, "that statistics may nob 'bd treated its probative evidence of discrimination unless' tl)d'£Uilistical analysis considers every conceivable npji-rAcjuil (variable” (85-83 Pet. i). However, the court /bftlQW.idid not impose this onerous "every conceivable variable”, burden on petition ers in this case. Halher the appellate' tout t articulated the correct rule, that a plaintifTVMhtislical analyses in a disparate treatment case m ust1 ihcliule "variables which ought lo be reasonably viewed as determinants of salary" (Pet. App. 31)la). We nevertheless agree with private petitioners that the result reached by the court below cannot be sustained because of a variety of errors of fact and law. It should be noted til the outset that reversal of the court below on the first Question Presented automatically requires reversal of (lie court of appeals’ analysis of the statistical proof. One of the bases for the court’s rejec tion of petitioners’ regression analysis in this case was that “the analysis contained salary figures which reflect the effect of pre-Acl discrimination” (Pet. App. 383a). Hccause the result we urge on the first Question Pre sented affirms the correctness of considering the effects of the pre-Acl, salary discrimination in this case, the hold ing of the court below cannot stand. At a minimum, the case should tie remanded for consideration of whether, when the effect of the pre-Act discrimination on salary effects of Hie original discriminatory snlnry practices m o part of n complex matrix of pro- ami poat-Act salary decisions, including merit raises, cost of living increases, and county to •county varia tions in salary increases ( I ’et. App. lOOn-llOa, !I(i0a-:t02a). The extent to which these decisions carry forward the effects of 'the' original discriminatory practices, nnd the extent to which any such decision Is actionable in this suit by any employee, must lie resolved flrsl by tile district court. 13113124 22 ia considered, llie petitioners’ statistics demonslrnle dis parate treatment in fixing salaries. Hut oilier factual and legal errors in Hie court of ap peals’ analysis of the statistical proof in lliis case lcquiio entry of judgment for tlie petitioners on (lie issue of salary discrimination. Itefore discussing lliesc ciiois, however, we outline the general standards for analyzing the legal sufficiency or a plaintiff's regression analysis in a disparate treatment pay disparity case. ” A. In Order To list aid isli A I’llinn Facie Cnsc Of Salary I Useriniiu:iI ion, A Regression Analysis Most Control For Factors That Normally Atfccl Salary Because this is a disparate treatment case, ” | pi roof of discriminatory motive is critical” to a claim of class- wide discrimination in fixing salaries. International Brotherhood of Teantxle.ru v. United States, dill U.S. at 1135-330 n.15. But a plaintiff is not required to prove discriminatory motive directly. A plaintiff establishes a primn facie case ol intentional racial disci iinination un der Title VII if be "eliminates the most common nondis- criminatory reasons” for the challenged act. t exas De partment of Community Affairs v. Iturdine, 450 U.S. 248, 254 (1081). The reasoning underlying this standard was explained in Furtteo Construction Tory. V. Watci s, 438 U.S. 507, 577 (1078) (emphasis in original): fW]e arc willing to presume 1 intentional discrimina tion 1 largely because we know from our experience that more often Ilian not peojde do not act in a totally arbitrary manner, without any underlying reasons, especially in a business setting. Thus, when all legitimate reasons for rejecting an application have been eliminated as possible reasons for the em ployer’s actions, it is more likely than not the em- 2* Our discussion focuses on llie use of one typo of stalisticnt evidence: multiple egression analyses. A party may offer other types of statistics, such as cohort studies and multiple pool tests, cither Instead of or .........ion to regression analyses. We do not suggest tha t regression analyses are the only, or even the best, statistical loots for use in disparate treatment cases. 23 .. nil y jut ml ' l-nily lu\v x ploycr, who we generally assumeiffcts onty with some reason’, based his decision on an.linipormissiblo con sideration such as race. ■ ' i. i,i hit. When plaint iffs present their proof 'in 'the form of sta tistical analyses, these basic principled'should not change. Statistical methods should continue'to'reflect the prem ises that in a disparate treatmenB cKW iffrti'ntiff claims to be the victim of intentional discrimination, and that plaintiff bears the burden of proviHg Wih't intention. Statistics arc just a way of proving intenlidn by indirect, inferential means. The touchstone df"'whethcr plaintiff lias made out a prima facie case (that'is, whethci plain tiff has made a showing sufficient to1 permit the case to he presented to the trier or fact) is whether bis statis tical analysis eliminates the “most common nondisci iin- iualory reasons” for the disparate treatment, thus leav ing racial discrimination as the logical inference. In order to apply these principles to statistical proof in a disparate treatment ease, however, it is essential to understand the probative value of the statistics. As this Court admonished in Teamsters: ‘| S I tatistics . . . come in infinite variety . . . . |T |heir usefulness depends on all of the surrounding facts and circumstances.’ 431 U.S., at 340.” Hazelwood School District V. United States, 433 U.S. at 312. In this case the primary statistical proof offered by the United States on behalf of the plaintiffs consisted of multiple regression analyses. The purpose of a multiple regression analysis in this setting is to determine whether the factor of race has sufficient correlation to salary differentials lo satisfy plaintiff’s burden of proving in tentional discrimination. In the language of statistics, salary is referred to as the “dependent variable” in the calculation. To make the calculation “one first specifies the major variables | referred to as ‘independent vari ables’! that are believed lo influence the dependent vari able.” Fisher, Multiple degression in Legal Proceedings, 80 Colum. 1/. Itev. 702, 705 (1080). “The relationship between the dependent variable [here, salary) and the 24 independent variable nr in te re st I here, race] is then esti m ated by ex trac tin g Hie effect* of the o ther m ajor v an - nbles” (id a t 70(1). “ 'I’hc resu lts of m ultiple regressions can be read as showing the effects or each variable on the dependent variable, holding the others constant, Moreover, those resu lts allow one to make statem ents about the probability th a t the effect described has merely been observed as a resu lt of chance fluctuation 0 * • Thus in order to show that race is likely to have in fluenced salary, a multiple regression analysis must con trol for other major variables that are thought to influ ence salary. A multiple regression analysis that is so structured can meet the plaintiff’s burden of proving a prima facie case of disparate treatment because the sta tistical proof eliminates the "most commoni nondiscrini- inatory reasons" for the disparate treatment. Conversely, if the plaintiff’s multiple regression analy sis does not account statistically for the “most common nondiscriminatory reasons” for differences in salary, the statistics cannot he said to give rise to an inference of racial discrimination and therefore do not make out a prima facie case. This principle was recognized in the context of hiring discrimination in Hazelwood School District v. United Slate*, 433 U.S. at 308. The Court held in that case that in order to show racial discrimina tion in hiring school teachers the “proper Islatislical| comparison was between the racial composition of Hazel-, wood’s teaching staff and the racial composition of the qualified public school teacher population in the relevant labor market” lihid.; emphasis added). The Court went on to explain Unit the statistical analysis must account 21 In mlilitiim, or course, llie multiple regression nmdysis ""ih1 Imve Hlnlistic»l reliability. “ I A | regression not only estimates tl«e rlTecln of llie variables involved in Ilic mo.lcl but also niensunw llie certninly or nccnracy of such eslinmtes. In mldillon. It |»rovl.l.H ' oven.ll measnres of how well the mo,lei Ills I be data ns n whole Fisher, nupra. HO Colon,. I,. Itev. at 710. The s t a t i s t i c slgnincance of the petitioners’ repression analyses was not questioned by the courts below ami is not an issue in Ibis rase. i ‘ i ♦ ti . m.ilv 25 1 .'l u v li. , for hiring qualiflcations in order to Wav^prob'ative value (id. at 308 n .l3): In Teamsters, the <cmq>arkjpn ^cl^eeu the per centage of Negroes on I be employer^ work force and the percentage in the general areawide population was highly probative, because the Joli skill (here in volved—the ability lo drive A1 tfbek^ift one that many persons possess or can fairly readily acquire. When special qualifications afe r^qiiNd to fill par ticular jobs, comparisons to the, gcnerhl, population (rather than to the smaller grpjip fit individuals who possess the necessary qualifications), .mgy have little probative value. ' It follows from llie Hazelwood Court'd'ft'rittlysis, and a number of cases have so held," that in a disparate lieat- ment case ir a plaintiff’s statistics fail to account for the "most common nondiscriminatory reasons’ for the em ployer’s behavior (Burdinc, 450 U.S. at 254) (that is, if they do not account for “variables which ought to be reasonably viewed as determinants of salary (1 oL App. 301a), the defendant may prevail merely by pointing out that plaintiff’s proof is not sufllcient to give rise to an inference of discrimination. In those circumstances it should not be necessary for the employer to offer his own statistics in rebuttal.M 22 Si>c, e . iV u lc i i l i iw v. U.S. I'nslal Service, 074 F.2,1 r.r., 70-71 ( l )C Cir 1082); ICnstlaml v. Tennessee Valley Authority, 704 l' 2,l 613 024-025 ( l l t l , Cir. 1083); Wilkins V. University of Houston, 054 F.2,1 388. 401-405 (Bill Cir. 1981); cf. St. Marie v. 1C os tern ti ll. /Is.i ' ii. 050 F.2,1 305, 400 (2d Cir. 1081). MSome enses have Indicated IImt an employer cannot challenge a plaintilf’H statistical evidence with,ml making a showing that the factor llie employer clainiM all,mid have been Included in tlm plain- tllfq analysis would in fact have eliminated the racial effect. Seyar V. Smith, 738 F.2,1 1240, 1207-1270 (D.C. Cir. 1084), cert, denied. No. 84-1200 (May 20, 1085); Trout v. Lehman, 702 F.2,1 1004,^1102 fl) C Cir HNW), rcv'il nil oilier grounds, 465 U.S. 1056 cf (irifjin v. Carlin, 755 F.2,1 1510, 1520-1528 (1111, (hr. 1085). These cases rely on Teamsters, 431 U.S. at 300-302. for the relevant pattern of proof In class disparate treatment cases. Hut be of proof In Teamsters docs not differ signiflcanlly from that staled 20 This is not. to s:iy that the plaintilT as part of his , prima facie case must present a perfect statistical analy sis which Lakes into account every conceivably relevant variable. Dolliai d V. Itawlinson, '103 U.S. 321, 331 (15)77). Indeed, statistical theory presumes that even after the multiple regression analysis accounts for all the major factors thought to influence the dependent variable, other factors remain unaccounted for, and these factors may have a significant influence on the dependent variable. Fisher, Hit pm, 80 Colmn. L. ltcv. at 705-700. If the plaintiff’s statistics include the major non-discrim- Inatory factors thought to influence salary, and if they show a statistically significant effect for race as a de pendent variable, the plaintiff has made the required prima facie showing of disparate treatment. If at that point the defendant asserts that some additional factor should have been accounted for in the regression, the defendant must show that inclusion of the factor would have explained the salary disparity (that is, that inclu sion of the factor would, have eliminated the statistically significant effect for race). Requiring the defendant to offer statistical for other) proof at this stage is consist ent with the requirements of McDonnell Douglas Carp. v. Green, d ll U.S. 75)2, 302 ( 15)73). To dispel the adverse inference from a prima facie showing the em ployer must "articulate some legitimate, nondiscrimina- lory reason for the employee’s rejection.” Ibid. Accord Furnco, 428 U.S. at 578. As stated above, we believe that the court of appeals in (his case articulated the correct standard, requiring the plaintiff’s statistics in a disparate treatment case lo include "variables which ought to be reasonably viewed as determinants of salary” (l’cf. App. H!)la). Ibis rule of reason, like all general evidentiary standards, par- in lluriliiie. Iinloctl Trunutlcrs explicitly mloimvlcdacs Hint the employer may nllncli the plnlntiH'n nine by Rhmvinu Hint plninlill's proof is "iiuiceiirnle or iiiHi|-iiill'':inl” ns well ns by "prnvhlf iii({I n iioiiillMcriiiiinsloiy r\plminlion for Hie nppniciilly tllscrliiiinnloiy result’’ (431 U . H . nl Slid-IMil & n.t(i). A iiculnrly those relating lo slalisfftaf j)Wbf, will neces sarily vary in application from cadti W Owe.' Sec Hazel wood, 433 U.S. at 312; Tcainslcrd,'A$\' V & at 310. In many situations, common sense wfll*'Vltel*?’'obvimia an swers. In this case, for example,’ i f WHlr'iWnablc to expect that the length of time the''6mj)loybrJ worked for the defendant (job tenure) would employees salary, because some of the pay raifteB tlle"dihploycr gave were across-the-board percentage ' Incl'feusdsh Therefore the slalislics offered by the United SlilleA bn behalf of the plaintiffs in this case did include jWl Tenure as a variable in flic multiple regression analysis. In general the “variables which ought to lie reason ably viewed as determinants of salary” sfioUld reflect the factors that go into the employer’s own salary decisions In a disparate treatment case it is assumed that an employer is not required to make hiring, promotion o. salary decisions on a basis common lo most employers, or on any given basis. Title VII requires only that the basis or decision be nomliscriminatory. Ihndine, 450 U.S. at, 258-255); St. Marie v. Eastern It.R. Ass'v, 050 F.2d 305, 30!) (2d Uir. 1081). Thus, for example, \( the defendant chooses lo give raises on the basis of job atten dance, the plaintiffs’ regression analysis should include job attendance as a variable.1' In disparate treatment cases where the parties dispute whether a particular factor or variable "ought^ to be reasonably viewed as |a l determinantM salary (l et. App. 3!)la), if that dispute is not resolved before trial, one party or the other may be seriously disadvantaged by the trial court’s ruling on that issue. If plaintiff's regression does not account for the variable and the dis trict court rules that its inclusion was required as part of plaintiff’s prima facie case, plaintiff will lose unless si In lliin hypothetical, if Ibi; plaintiff wan i«lb-»-iiur Hint job ntlemlniico lecm.ls bail boon kepi In a illscrliniiintory fashion, plninliir’a icgniH.qion nnnlymH need not include thin "limited vnri- able, .10 four; .1.1 plninlHf olToro.l some proof that nllcn.lnticc reconla wero tninleil by racial illsci iiiiiiinlioii. See note 34, infra. 1I 28 lie bus prepared back-up statistics. Conversely, if the district court rules Hint Hie variable was not required to be included, a defendant who bad been relying on tbe inadequacy or plaintiffs case will lose if be bad not prepared counter-statistics. Hut these barsli results are not inevitable. A preliminary judicial determination of the nondiscriminatory factors Unit arc to be subjected to analysis will greatly aid in eliminating evidentialy nnd burden of proof problems because it will focus Hie court’s and the parlies’ efforts on tbe same data from tbe outset. This approach will preclude wasted efforts (an important consideration because of Hie exceptional time and expense involved in preparing multiple regres sion analyses) and post hoc reallocation of bin dens. \Ve therefore urge, as a corrollary to tbe reasonableness standard we have outlined, that district courts be en couraged to make formal determinations at the earliest possible stage of proceedings as to tbe required (for tbe plaintiff) and permissible (for tbe defendant) data to be Included in multiple regression analysis offered at trial. See Finkclstein, degression Models in Administrative Proceedings, 8(1 llarv. L. Ucv. 1442 (1973). II. The ('m ill Of A|i|icnls Hired In Analyzing The Hliilisliciil Proof Offered In This (’use The allocation of proof outlined in tbe preceding sec tion docs not place excessive burdens on plaintiffs in dis parate treatment cases. Indeed, application of these standards to the facts or this case compels the conclusion that the multiple regression analyses employed on behalf of petitioners, in conjunction with the other evidence introduced, proved racial discrimination in salaries.'55 Although the nondiscriminatory variables on which the courts below focused are generally ones that should be 2" We submit Unit pel it loners eslnblishcd n prlmn fnelc disc; Unit 1 tho Service did not successfully produce probative rebutting evi dence; nnd that tin- petitioners therefore sustained llieir burden of persuasion In accordance with thii ln l Stales fo i l 'd Service Hoard , of Governors v. Min us, ICO U.S. 711 (I!I8H>. we now focus oil tbe evidence ns a whole. 2!) considered in an analysis of salary, f̂ he jipurts cited in their examination of these factors in |t)jQ,particulai cii- cuinslances of Ibis case. •' ' ,u" The United .Slates’ expert prepaid multiple regres sion analyses concerning salaries for.Iilie .years 1871, 1.175 and 1(181. Certain of these regressiAns usdrl four inde pendent variables—race, education,1 Whyil‘6; hlld job title. This model reflected the deposition .leijtjmqjjy, of a Service official who staled that the most important, feelers in de termining salaries were tenure, job title*' education de gree and job performance (see page 5,' sliprH)'; Hie model omitted only Hie factor of job perfoHVuihcci which was accounted for by other evidence itj' Ihe 'pase.2'' The re gressions showed that in 1074 the average black em ployee earned $331 less Ilian a while employee with Ibo same job lille, education and tenure (C.A. App. 1501, 402-403), and that in 1975 the disparity was $395 (C.A. App. 1589, 4Hi).*21 Holli of (hose racial disparities were statistically significant (C.A. App. 402-403, 4 Hi).-'" The Service introduced multiple regression analyses prepared by its expert for the years 1975 and 1981. Using Hie same model that Hie petitioners had used, re spondents’ expert obtained substantially the same result for 1975, a statistically significant racial effect of $384 2,1 Sec pages !I2-!I'1, infra. 21 Contrary h> the district min i's suggestion (Pet. App. ISlin- I;)i).,), | | , e Inclusion of county cluiirincn in the ilaln Imse iliil not distort the results of these regressions. Job title wns included ns n vnrlnble in the erllienl regressions, nnd therefore the snlnries of county chairmen were only compared with those of other county chairmen—nnd the salary claims related only to the salaries or agents. “ The regressions for I'.IRI showed n smaller disparity which lacked slnlistlcal significance (C.A. App. 1I>7R). The lack of a significant racial disparity it, 1U8I affects, at most, the relief In which plaint Ilfs are entitled; it does nut affect the Service's tinbililn for the post Act violation of Title VII established by the P.I71 and 11)75 regressions, whether or not the pattern and practice of salary discrimination demonstrated for those years continued at the lime of trial In 1081. 30 (C.A. App. 1710 (analysis 5), 1711-1712). Respondents also introduced repressions adding quarlile rank ns an independent variable. Doing so for 1075 actually in creased the amount oT the racial elTecl to $175—again a statistically signilieant result (C.A. App. 1710 (analysis 0), 1713-1711). , . . Thus, the slatislieal evidence offered by respondents actually bolstered petitioners’ case rather than rebutting it. Taken together, the regressions accounted for all of the elements respondents themselves identified during dis covery ns the most important determinants of salary: job level, tenure, education and quarlile rank. Nevertheless, respondents criticized petitioners’ statis tical case as inadequate, listing additional variables which they hypothesized might, if included, have an ef fect on the racial disparities demonstrated by the regres sions. As we demonstrate below, however, none of the “omitted variables” provides an appropriate basis for do- • termining lli«it petitioners luul not met then but den o proof. , . 1 TJie only variables specifically discussed by the panel majority are those relating to differences among counties as to salaries (l’ct. App. 3 8 7 a -3 5 )0 n )I t is undisputed in this case that salary levels varied among the various counlies and thus the court of appeals is cot- rcct that such a major salary-affecting variable should have been accounted for ns part of petitioners case in chief.10 The court erred, however, because it failed to *» The ninjnrity Hinted ( t ’et. App. 3!)0n) : Xhe ncross-lhe hoard mid peiccnlage pay increases granted by n county, mh well an counties wltieli simply pay higher aalai lea, also arc hound lo (law the regression analyses since they were not taken account of. I t Ih also apparent that percentage pay raises from whatever source will magnify any existing disparity. This discussion relates lo items (2), (It) and (7) on the defendants’ list of omitted variables (sec note 10, snpru), and may also relate to Items ( I) and (II). oo Although if is not necessary lo reach the Issue in order In decide this case, It is arguable that petitioners should he excused 1 recognize that the county-by-county dfehbHlies were ac counted for by petitioners’ evident,"'silbeil not in the multiple regression analyses. ‘ The United Stales introduced unrCbUttetl evidence that removed county differences as a pbsijible VWpIrinalion for the racial disparities in salaries shWh hylllc regression analyses. This evidence included: (1) 'an dkhibit estab lishing that black employees were1 iittt! ItJintbll dispropor tionately in the low-contributing counties (C.,^. App. 189, 1011-1023); and (2) intra-county, cpifliwisqns showing dozens of examples of black agents, who were paid less than their while counterparts (C.A. App." 1503-1507 (ex hibit based on 1(173 data), 18(1-190 (pfbfasetl findings)). In addition, the same pattern—whites earning more than blacks in the same county who had the same or supciioi job title, tenure and education level—was shown in ex hibits introduced by respondents (C.A. App. 1020-1080; 1)X 07). from including Ibis voidable in their regression analyses because until the brink of trial Ibc Service did not identify inter-county snlnry variance ns a major factor influencing salary. The multiple regression analyses introduced at trial included variables the Service identified during discovery as Ihe primary factors ulfecting salary (sec page 5, supra), ltespomlenls criticized the omission of other variables from these regressions, variables that they had listed fur the first lime a few day's before trial In response lo our motion for summary judgment on the salary issue (Def. Response hied Nov 27, 11)81). The court slated tha t the regressions sulheed to establish a prlma facie case of salary discrimination, and indicated that petitioners would prevail unless the Service established that the Introduction of other variables into the analyses would eliminate or reduce the disparities shown (sco note C, supra). ' i tm l pio- cceded on that basis, and the Service failed to meet lls burden. Nevertheless Ihe district court entered judgment for the Service on the salary claim, stating that the plaintiffs “had probably made out a prlma facie case,” but that the Service had rebutted that case by meeting its ' burden of articulating plausible reasons for its actions * * * which Ihe court found convincing” ( l ’ct. App. Ji'Oa). This post hoc reallocation of the burdens of proof raises serious questions or procedural fairness in this cuse. Of. Keyes V. School District No. t, <113 U.«. 18!), 20!) (1073). • I 32 The court of appenla majority completely failed to ac knowledge this evidence. Yet, as Judge l ’hillips pointed out in his dissent, such evidence "completely undercuts lrespondents’! suggestion * * ’ that the regression analyses were flawed because of diffeient sal.uy levt s from county to county" ( l’et. App. Jhfia n.137; sec also Pet. App. 45'la & n.l3(»l. Accordingly, the evidence shows cletirly that the majority erred in using the issue of sal ary differences a m o n g counties as a ground for discount ing the results of the regression analyses because overall salary differences among counties did not explain the lower salaries of black agents. 2. The district court stressed job performance as the most important factor determining post-entry salaries (Pet. App. 131 a, I lia ). According to the district court, "neither side” incorporated job performance in its regres sion analyses (Pet. App. 131a). 'Ibis was a piimaiy reason the district court refused to credit the regression data (Pet. App. M ia). The district court clearly erred in this ruling, and the court or appeals improperly sustained that error. As stated above, regression analyses prepared by respondents’ own expert included the qunrlile rank measure of job performance." Inclusion of the quartile measurement re al The Service’s melhml of evaluating job performance Is its qunrlile system under which, each year, the respective district chairmen place each agent in one nr four quarllles (C.A. App. 288-28-1). (Jnarlilc rank is used as the basis for awarding mol it ruiscs, with agents in quartile 1 receiving tliu highest salary in creases (C.A. App. 1882-1887). There are no numerical ratings or rankings within a quartile (Pet. App. 1 IMa 11 la), so the only feasi ble measure of job performance is quartile itself. The validity of the quartile system under Title VII, although not r„|Rcd in the petitions for certiorari, was a separate issue in the courts below. The court of appeals held that quartile ranks were assigned in n nondisrriminatnry manner (Pel. App. Jl!lln-!|!»7n). According to the ....... or appeals majority, this finding meant that there was no discrimination in awarding merit salary increases. In reaching that conclusion, Hie majority did not mention the Services 11)75 regression which included quartile rank and thereby increased thp race elfect. Moreover, as Judge Phillips pointed out in his ( 1 33 porting the claim of salary (lisc rim ^o n ^ .'.'O f course, it does not matter that this proof qame.into the case as part of the respondents’ evidence. 'After a full trial on the merits a reviewing court looks tb the evidence as a whole. United Staten V. Ailcena, stipYa.**' dissent (Pci. App. 452n n.tSB). even if the qutfrlile system itself was valid it by no means follows aulomnllcWlly that the pioeess for determining salaries (including merit increases) was nan- disci Iminalory. ' . ( « However, inclusion of quartile rank sjgidlicnnlly c(ccr,,.3cd the disparity for 1881 ($810 to *1 12) (C.A. App. l t l ! l- i7M , 171b). As was true or the United Stales’ regressions for llMl. the Services regressions for that year, both with and without quartile rank, showed racial effects that were not statistically significant ( t ,A . App. 1081 -1082, 1700, 1701). m qunrlile rank is pertinent to other items on the Service's list of variables that allegedly should have been Included in pet. .oners regressions: "merit raises provided by the stale ,” and merit raises provided by the counties with « * * participation * * * by hxlcnsm" Service pc, son,.el” (Pet. App. 188a). Merit Increnses-whc her pro vided by the stale or a county- are, according to W " de" j j bJ J ^ o„ quartile rank (Pet. App. I P2a-115n ( s ta le ) ; id. nt HOa-1‘2 (county))• Hem (5) on Hie Service’s list is "merit raises provided for by the counties in which Intension Service personnel have no input ’’ There is no factual basis for the dsllrict court s hnding (Pel. App. 183.0 that merit raises have heel, made In that maimer as the court of npenls seems to have acknowledged ( U t . A | | . 30in n.3). a. Job performance is, of course, normally related to salary and ll.us should lie controlled for in a regression analysis a t d i s t where, as here, the employer considers job performance in making salary dele, minalious. Here, however, the only feasible measure of job performance quartile rank was itself alleged to he d isc y' in our view a plaintiff should not he excused from including „„ otherwise imp... taut factor in his multiple regression analysis by merely alleging that the factor is itself discriminatory. A plaintiff m usU n addition make at least some showing, through statistics or otherwise that Hie factor lie excludes from ills analysis ,s in fact discriminatory If a plaintiff is not required to negate the signifi cance of directly relevant, omitted variables, this effectively creates " mesomptim, Hist the variable* that were excluded because they on H he "tainted” by discrimination arc* in fact being applied in discriminatory manner. Such a burden of proof simply assumes the 34 3. The hist, two il(ins on the Service’s list relate to prior experience.’1' Here, the Service had no existing standard and produced no evidence whatsoever relating to the kinds of experience, if any, that arc relevant to extension work or affect, salary levels (sec C.A. App. 928- 930; GX 10(5, at 0 2 - 5 3 As a result, there is no basis for measuring the prior experience of Service employees or for including that factor in a regression.” conclusion Unit tlio defendant lias discriminated with respect to fnclura directing salary. If a plaintiff is to lie excused from includ ing numerous variables that are most directly related to salary because those variables are susceptible to discriminatory manipula tion, lie must also be reipiired to provide supplementary evidence to support the claim that those variables have been so manipulated. Ill this case petitioners did seek to prove that the ipiartllc system was applied in a discriminatory manner, by offering evidence sepa rate from the multiple regression analyses. I’et. App. 115n-110u. The correctness of the court of appeals’ determination that qunrlilo ranks were assigned in a nondisci iminalory manner is not presented fur decision by this Conti. And there also is no need In determine whether the showing made was snliicienl to excuse petitioners from including quni tile rank in their regression analyses because, ns slated in the text, the respondents included qunrlile rank in their regressions. These items are " Ip lr io r and relevant, experience” (Item 8)) and "[vjarialioiis in salary due to market demands both at time of hire and later for agents with skills in short supply or prior experi ence” (item (!!)) ( I'el. App. I.Tln-NMa). The latter item Is, as the district court recognized (Pel. App. Ill la), "dilllcult if not Impos sible to measure and quantify.” an This case is, in our view, distinguishable from Sctfar V. Smith, 7.18 F.2d 1249 < 1 *.(I. Cir. HIR'D, ceil, denied. No. 81-1200 (May 20, 1085) on this basis. In .SVc/ar, which involved the assignment of new employees to different job levels ((.S-7 or (»S-9), the fedeial agency had a written standard as to prior experience qualifying an employee for placemen! al I lie higher level (see 7.18 I ' .2d at 1275). .Under lliose circumstances, as we pointed out in our petition for certiorari in that ease, prior experience is one of the factors nor- ' mally expected lo explain salary differentials and therefore should bo Included in plaint ills' regression analyses as part of their prims facie case. b > in The United States placed into evidence Service personnel files including applications which list the employee’s pre-hire work his- i' In sum, (ho court oT appeals majority 'erroneously re fused to accept the multiple i ^ l ^ o ^ ’ttAalysca (piof fered by both petitioners and rgspqjidents) as proof of racial discrimination. The rcgressilWg,, along with the oilier evidence discussed above, did establish iaci.il dis crimination in salaries, and, Accordingly, petitioners should have prevailed on (his claim.' ^ "" ” ' III. TUB SERVICE RETAINS JOI'NT'HWSPONRI 111 MTV 1011 TUB REFECTION OF COUNTY CHAIRMEN, AND IR TIIBHBFORB 1,1 AllFETINDEH TITI.B VII FOR DISCRIMINATION lN T l ^ | ! S FI,F ( TIONS The private petitioners invito tliis Court lo coiisnloi whether Title VII permils an employer to delegate its hiring decisions to a third party which invariably acts in a discriminatory manner (85-93 Fet. 49-55). We submit, however, that this question is not properly presented here. The court or appeals concluded that the Service was not “separately responsible” for the selection of county (’bail ment (l’et. App. 412a). It also noted, however (Fet. App. 403a), thill “the agreement of (he Extension Service and the County Commissioners is required in order to (ill the |county chiiirmanl vacancy.” The district court explicitly so found: “nil appointments are worked out jointly be tween the Extension Service and the |county 1 commis sioners and no official action can be taken unilaterally by either party” (I’et. App. 77a). No party challenged this finding on appeal, and it is well supported by the record (see, c.{)., .1.A. 1(53; C.A. App. 1090). The only question properly presented in this context is thus whether each participant in a joint employment decision must comply with the dictates of Title VII. It requires no extended analysis to demonstrate the fallacy of permitting each participant to avoid liability solely by showing that it shared the decision with another. /?.</., Farmer v. ARA buy (NX OS). Analysis of lliose applications allows flint black agents averaged more years of pre-hire experience limn did while agents (C.A. Ur. Table 0, at On). Many black witnesses described Minir prior experience, and much of it was directly related lo extension work (see, e.p., Tr. !M, 027-02!), 807, 924). 1 nr. Services Inc., «f,0 l-’.2d 10%, 1104 (Olh Cir. 1081); Robinson V. Lorillard Carp., 444 l'\2il 701, 700 (4lli Clr.), cert, dismissed, 404 U.S. 1000 (1071); sec ^ to,uo V‘ Wards Cove rack ing Co., 708 F.2d H20 1125 (0U> Ch. 108G); cf. McDonald V. Sonic V c Trad lra n sp . Go., 427 U S . 278, 284-285 (1070). 11 whs accordingly inappro priate for Hie com 1 of appeals to focus on the statistics ;^ » „ lln B Iho ................. irtcnliliwl l,y the Soivlco for cmroliloiiUo,, for inmnrthm. rather limn fit the hUiUslies with respect to (lie final choices that were made. In sum n‘ remand for reconsideration of the appropriate statistics may he warranted, hut this record P»»v'des no occasion for consideration of an employers liability for decisions made without ils participation. If the Court nevertheless reaches I lie issue urged liy the private petitioners, we submit, Tor the reasons ex plained in our petilion, that General lluilding Contractors Ass’n V. renns,,Ivania, 458 U.S. 875 (1882), makes clear that an employer cannot properly he held vicariously liable under Title VII. ««See mile 12, supra. The court .11.1 refer briefly l<> the ulti mate success rules of black nn.l white applicants n'e -Kitenuiu s " lu ls ln g the .listriel court's mell.o.l or calculation, Hint the relative rates ili.l not raise an Inference of disparate l ,cn ,n"!" ‘ (Pet. App. 410a), hut the c u r l used incurred figures In cn d i n t i n g those rates The court's analysis was also Hawed by its inclusion o case a while female (see note 8, supra). In addition the court failed to lake account of the f a d that although the S "" lc e n ho vast majority of cases recommended only a sinirlc candidate to the i t , „............*■>■............... i;1” mending a while can.....ale, if one was available. In ta d . where both a white and black candidate were recommended, the white can idalc was always selected even though the sin ed reason d u a l ly .pmliried (C.A. App. HM-'Jir.). I > l 1- 1 1 ,i IV. I’l l lO lt SHHHEUATION IN T IIE 4-BU AND EXTEN SION HOMEMAKER CI.UIIS WAS1 rMUEY C llltED I1Y RESPONDENTS’ ADOPTIONOF'A 'fiENllINKLY NONIHSt'IIIMINATORY ADMISSIONS I’OMPY Thn narrow legal <|ueslinn raised by,prjvato petitioners is whether a slate actor has fai led,1 «s «"matter of law, In satisfy its allirmalive duty to deSC^gregalc a formerly do jure system because it rctain^l'it ri'^'choice admis sions system I he result of which |S ,t,|î |> sjjiRc all while and all black 4-11 and extension homemaker clubs con tinue to exist (85-5)3 Pet. i-ii, Question,.«I.1’ There is no issue in this Court concerning either'the validity of (ho lower courts' factual conclusion thrit llih 4-11 and ex- Ielision homemaker clubs have been dperaled in a purely nondiscriminalory manner since ut least 19(i5, oi that the respondents have taken no action designed to per petuate Iho prior segregation or otherwise to have a segregative effect.10 .inThe precise extent of racial mixing within the 4-11 nnd exlcn- hIoii club!, is nuclei.r. Uetween 1072 and 1080, the tolnl number of Integrated (nt least one member of n different race) 4-11 Clubs in mixed communities grew from r.Hfi to 1442. while the number of single rare units in mixed communities remnlncd fairly constant (R92 In 1972; 880 in 1980) (C.A. App. 1807, 1140). Of all partici pants In 4-11 f’luhs in the slate, 15.7 percent belong to these 880 one-race clubs (OX I I ) . As of 1972, the lust year for which Htatlslics are contained in the record, only 22 out of IRIK! home maker chibs were Integrated ( I A. 102). >o T|,e court of appeals found that “ | l lh n record Is totally devoid of any proof of discrimination with respect to services provided by nny 4-11 or Extension Homemaker Club" (Pet. App. 424a n.128). The district court likewise found no evidence of any discrimination in services or membership (Pet. App. ir.B«-185n) and found Ihnt nny racial imbalance existing among the clubs resulted exclusively from Hie wholly voluntary nnd unfettered choice of private individ uals (IVt. App. 172a). On this hnsis, the district court distin guished two other cases which found segregated extension-related Hubs had not been dismantled (Pel. App. 17Bn). Specifically, the district court noted "that the Extension Service has had a policy that all voluntary clubs be organized without regard to race and that each club certify that ils memhcrshlp is open to all persons regardless of race; that it instructs Ils agents .........courage the H8 Accordingly, we og'co witli Uio court of nppculB con clusion llmt llic “more existence of all while and all black 4-11 and Extension Homemaker Clubs in some racinlly mixed communities violates neither 1 itle VI nor the equal protection clause of the Fourteenth Amend ment” (I'el. App. 424a n. 128).» Prior decisions of Ibis formation of new clubs witlioul in fan t to race; llml It pnblislies Us policies in llic iiicilin; llml nil - f its el.il. work and functions shove the local coiiimi.nily level are h. injr conilnclcd on a f""y Integrated husis; d ial its l-H camps are folly integrated ami linve been for over ten years ami that no person has heel, denied mem bership In any dub on account of race” (I’d . App 18 aE The district court found dial " | i | n working willi llic clubs nil e x t e n sion] nifcnls work across racial lines” (I’d . App. 159a 1.63) A - though the United Stales and private petitioners introduced ev - deuce Hint the Service had assigned agcnls In rlidis on a r»c » basis until 11.71 f.f.A. 138-139; Tr. 1078-1079. I9»l 1005 201»- 2020, 2025), they did md present the district court with a l> o|i finding of f a d on Ibis subject. We do not understand Petitioners to nrgue Hint the court’s findings were clearly crmnemiH, or l n the Service has lake, any adlon after Ihe de jure period Hint has •’servefdl to perpetuate or re-establish (lie dual * "^ le i i r Cnf mil him n,t. of I'd lie. v. I’mirli, Fill UR. 440, 400 (1079). o evidence relating In Ihe racial compusilinii oT clubs foimed aflc the dc jure period was introduced at trial, because neither the United Stales nor private petitioners drew any distinction between clubs formed before or after lids period. 4. The discrimination prohibited by Title VI Is coextensive with that proscribed by the O ns li tu l ion ; our discussion will therefore Guardian* V. Civil S o r i n ' Cammuaian. 46.1 U S. 583 <IIW .tU II United Stales Dcparl.ncnt of Agriculture has promulgated regula tions pursuant to Title VI which require that federal ni' rec^ ^ J that have "previously disc-in.hinted against persons on Ihe ground S race cd'or or . .at........ origin, * * • m - t lake anirmative ac tion to overcome the elfecls of prior discrimination. 7 ( , .11. >15 3(h) (0) ( I ) . As disciiascd in Hie lexl infnt, where, as , admissions are traditionally the product of privnlc voluntary choice an entity covered by Title VI has fulfilled this requirement o lake nliirmnllve action In nvcrcome Ihe etfccls of prior segregat on , pdrrilsshins when it has established a genuinely nond scri.n na o y ndmlssions system. Rim e the regulation simply c.nbnd es lids slat., liiry and constitutional requirement, the lower courts conclusion t I I ,n In* I ;i!\t‘M •11 I l.i |*;iI t ! C ourt in Ibc school (Icscgrnlioii a rea ,^W91V*lt,a lc V'al !‘ Blalc wliicb Ims instiled llml. all il^iJlliMvUqq?, ic la lin g to adm issions a re tru ly lace -n eu lia l uoqri lnof.|,i\ssui e a par- lluit the Service lias created such a d-lt and extension homemakers do plianco with these regulations. The Department of Agriculture sent MllUKluUVc ilftiou guide lines” in 11172 and 1973 to the Directors of illl ISxtinsion Services expressing the Department's views concerning steps those Services should lake will, respect to desegregating' 4̂ 11 Alnlextension Im.nu- ,unkcr clubs. These guidelines, on their face;'specifically exempt the respondent Intension Service frmd eovii'agfc h0fcai.se of the pendency of lids liligallui. ( I ’d . App. l tM 'n JIR f l*A. App. 1905, 11)14-11158). It Is also undisputed Unit these gulllclilies are, in any event, liniildmling. The slated purpose of tlieso guidelines is to set forth standards by which I'Monsion Services will "assure tha t all Kx tension 4-11 and other youth prugrams * * # are provided to all clientele on a iiondiscriiniiialoi y basis without regard to race, color, or national origin” (U.A. App. 1941; see ulso C.A. App. 1923, 1801-1855, 1888). To accomplish this goal of nondiscrimination, llio guidelines state that formerly segregated Extension Services should establish ”11011 iill rcunmnldr i/Joils have been mailc to recruit individuals from all racial groups represented; and reasons for individuals not desiring to become members of such clubs in inter racial settings arc nut based upon race, color or national origin” (C.A. App. 1905 (emphasis in original)). Respondents did not institute one of the recruitment elicits specified by the Department as part or their allirnialive ellorl to ensure nondiscrimination: personal visits bv Kxteiisimi stall members to potential minority participants in the clubs (C.A. App. 1910). As a general en forcement policy, the guidelines’ "personal visit” standard is an appropriate and beneficial reel ailment measure to assure both Ihe Department and the covered extension Service that all persons are aware that clubs arc truly nomliscriniiiuitory, so that the “reasons for Individuals not desiring lo become members of such clubs in interracial sellings arc not based upon race.” However, Ibis com ponent of the Department's allii inalive action program is not an absolute prerequisite lo finding that the clubs are truly iinndiscrimi- nuliiry. ’I he district court's findings of nondiscrimination and that any racial imbalance is solely attributable to the free choice of persons unfettered by subtle racial barriers are not clearly errone ous. For this reason, the United Slates did not appeal the district court's decision on this issue. . * t,l ib i I .lull . . iioiidlscrlminnlory system in llic hs establishes'Mint It is In com- 1 .11,,-, u | i -i 40 ticular racial mix''' nr eliminate personal choice in order to cure its prior segregation. It is well established that the Couslilution does not require, either as a matter of substantive right (e.y., Pasadena City ltd. <>/ Kduc. v. Syauylcr, 427 U.S. 424, 433-434 ( l!)7<5) ; Spa near v. Keyin', 404 U.S. 1027 (1072)) or as a matter of remedy {Mill ikon V. Bradley (Millikcn /) , 418 IJ.S. 717, 740-741 (1074); Swann v. Bd. of Kduc., 402 IJ.S. I, 21 (1071)), any particular degree of racial balance in a slates activities. Itatbei, the Constitution requires that government refrain from any action intentionally designed to exclude or segregate persons on (he basis of race. Dayton ltd. of Kduc. V. Brink-man (Dayton 11, 433 U.S. 400, 413 (1077); 11 ash- in,jton V. Davis, 42(5 U.S. 220, 230 (107(5). It is not disputed that the Service engaged in such deliberate seg regation after (his Court’s decision in Brouni V. Bd. of Kduc. {Brawn / l , 347 U.S. 483 (1054), and thus "auto matically assumes an adirmalive duly ‘to effectuate a transition to a racially nondiscriminalory system. Keyes V. School District No. I, 413 U.S. 180, 200 (1073), quoting Brown v. Bd. of Kduc. {Brown II), 340 U.S. 204,301 ( lor.r,) Such remedial efforts arc necessary to rcsloic the victims of discriminatory conduct to the position they would have occupied in the absence of such conduct (Millilcen I, 418 U.S. at 74(5) by eliminating the con dition that violates the Constitution and the conditions that flow from such a violation. Millikan V. Bradley {Millilcen II), 433 U.S. 2(57, 282 (1077). Sec Dayton I, n Although private poliliniiniH do not expressly slnle Hint nuy particular rneiiil mix is required, tlirir nsscrlinn Hint the slnle's efTrols have ‘Tailed" (85-113 Pel. i-ii) can only lie premised on tins assumption Hint some degree of racial mixture Is necessary for “Success". -I 4.i | t fa n|HO umlispulcd Hull II was llie slate’s deliliernle action ' that caused iulenlimml segrcgalion iu (lie clubs and llius conslltuled )"n(nle aclion” govcrmsl l..v Hie I'nm tecntli Amendment. See Moose I,miffn No. W7 V. Irvis, 107 U.S. Kill (1072). I. i |M |..O l l l. l ' l ie l.i.t ... 433 U.S. at 417, 420." Since tile c^ndilioH that offends (.he Couslilution is a race-conscious admissions policy, not the absence of racial balanc'd,t h e constitu tional violation with respect to adjidksibnfe ik fully cured by establishing a system or admis^ipifs f.hgt >xclude|s| no |person | of a racial minority, .directly or indirectly, on account of race.” Swann, 402 U.Si a t 23.'r’ Accord ingly, a unitary system id' admissions is1 one "within which no person is to be «• ffoctively) texiltitlcd fiom any | club| because of race or color.” Ah^aiifler V. Ilointcs, 30(5 U.S. Id, 20 (10(50). Accord, Greeny, School Board, 301 U.S. 430, 432 (10(58), quoting.'/Jtvmnt U\ 340 U.S. at 300-301 (formerly segregated school'systems must " ‘achieve a system of determining adirtisSflioi1! t(> the public schools on a nonracial basis.’ ” ); Brown II, 340 U.S. at 300 (“At stake is the personal interest of the plaintiffs 4i n,,(|, Millikcn cases, like idlicr cases c(tcd nbove, conrcriied limitations nu llie remudliil disci clioii nf ferlcrul courts in segregn- | i„n c„at.s> mid mil wlml u slnle nctnr sucli ns respundent nmsl dn in order In cure prior segregation. These coses, never!hole is, estab lished llie outermost hounds of desegregation remedial ellorls be cause they involved llie question of whether a district court has exceeded its authority by fashioning n remedy which goes beyond (lie "nature and extent of the * * * violation." Millikcn l. I!« US. at 7,11 , in definiiiiv the limitations on judicial remedial aulhorily, however, these cases do not establish that every defendant must lake every slep a court could possibly order to cure past discrimina tion. For example, a district court would be authorized lo require intensive aUirmalivc recruitment efforts to cure prior discrimina tion. However, a stale defendant Hint has not performed such recruitment in all particulars will nevertheless have complied with the (('institution if it arrives at the same end: ......Useriminnlory mlmiHflions. (Set* Hole 41, sn/mi . ) 4ti Of course, a ayfllem cIocm not become unitary In all respects simply by curing lls prior discriminatory admissions. Katlier, it must remedy all aspects of the system tha t have been affected by such discrimination. In (he public school context this would include faculty facilities, and llie oilier so-called "Green fac tors" Kec Green V. School Hoard, 3»l U.S. 430, 4115 (11108). Our discussion Is expressed in lerms of admissions only because we do not understand the private pel.illoners to cm.lcnd that the Service has not fulfilled lls affirmative duly with respect lo the formation of clubs or any other aspect of the chibs’ programs. f 42 In admission l» public schools * * on a nondisci iniina- tory basin” ). To bo Bin e, in I lie elementary mid secondary school context, achievement. of the truly race-neutral admissions scheme necessary to remedy prior segregation requires more than discoidimiancc of discrimination if the former unconstitutional practices have created a race-based as signment system that remains in place. Simply ending de jure segregation and returning to a neighborhood school system often will not restore the conditions that would have existed absent prior segregation, and thus will not effectively dismantle the dual system. In such school systems, student attendance districts often have been racially gerrymandered, schools may have been pur posely constructed in a particular area to achieve arti ficial racial separation, and the location of segregated schools may well have significantly contributed to segre gated residential patterns. Siotiui, 102 U.&. at 25, 28. In these circumstances, assigning students to their neigli- Imiiiood school does not place students- either those who attended school during the period of de jure segregation or those who will subsequently enter the system—in the desegregated school environment (or actual school) that they would have experienced absent such prior unconsti tutional actions. Accordingly, "|w |hen school authorities present a district court with a 'loaded game hoard, af firmative action in the form of remedial altering of at tendance zones is proper to achieve truly nondiscrimina- tory assignments.” hi. at 28. To do otherwise would perpetuate the prior de jure segregation by leaving iu- tnct conditions that are directly attributable to the uncon stitutional actions of state actors. Where the stale has not ossif/acd persons during or after the de jure period, however, the process of dis- >establishing the dual system through achievement of a neutral admissions policy can he more directly accom plished. Where public officials do not assign persons to ,,n particular program, there is no stale-controlled atten dance pattern, discriminatory or otherwise, to undo or I **» r"-) , . < l|i< .1 I * ll. redraw. Thus, unlike elementary artd Sethltdftry educa tion, affirmative action to assure a '^nu ine ahd complete termination of all discrimination in actiyities affecting admissions will not leave in place any dwrl tPM'atory con ditions caused by previous stale-imposedt, segregation. Such a genuinely 'race-neutral policy will, absent any sub sequent conduct that c o n t r i b u te s to s e d a t io n , fully dismantle the dual admission system1 bttctUlSe it will re store to the victims of discrindnatorjf .cttmltiH <“"<* I"'0' vide to others) the system mandatedt by( the Constitu tion, i.c., one in which each person hasnfl .equal oppor tunity to participate in government.ftcMyiMp* fl'cc fn 'm discrim ination and racial separation attributable to state action. This is not to say that a voluntary attendance system is unitary with respect to admissions because the stale entity simply announces that it will henceforth conduct admissions without regard to race. Unifier, such a foi ,nerly segregated government program is unitary only if the state has, in fact, established an admissions “sys tem in which racial discrimination |isl eliminated root and branch.” Green, m U.S. ut 438. Thus, the relevant program must he free from all practices that either indi cate that the program is not genuinely open to all free from subtle discrimination or that otherwise create fur ther racial separation. This transition will normally involve diligent over sight and remedial efforts to ensure that the defendant’s existing administrative and admissions practices arc not tainted by discrimination, and do not send a subtle dis criminatory message, that its personnel arc sensitized to the need In treat applicants and potential applicants in a wholly nondiscriminatory manner, that its present and future practices do not have the effect of impeding deseg regation, and that it is made clear to all that any prac tices discouraging or diminishing racial mixing are truly a thing of the past. Such affirmative action by the stale will ensure that a genuinely race-neutral admissions pol icy has been achieved, and that any subsequent racial im- .1 44 balance is lima not <lne lo acliona attributable to public olllciala, but In Hie truly Tree exercise of choice by private actors unaffected by subtle discriminatory exclusion.4" Against (be backdrop of recent, blatant discrimination, affirmative recruitment activities in tbo media or other wise will normally be an important component in Ibis nondiscrimination rirorl, but the ultimate question in every case is whether the stale’s policies and practices are conducted in a manner that does not exclude 01 segregate any person on Hie basis of race. In this case, as noted, the lower courts found that Hie respondents bad fully cleansed Hie clubs of any such racially-based activities and that racial imbalance is solely the product of unfettered private action (see note 40, sit pm). Private petitioners do not maintain that these concurrent findings of fact are erroneous or that the respondents engaged in any action that bad a segre gative effect. Accordingly, for the reasons staled above, we believe tin* lower courts’ determination that such racial discrimination bad been eliminated from the sys tem "root and branch” establishes that respondents bad fully performed their duly to redress prior segregation. The Service was not required to attain a particular ra cial mix in its system, regardless of whether private actors continued lo retain Hie freedom lo choose which, if any, club to attend. He facto segregation that is purely the product of private decision making, and thus not al- ■"•The '1-11 ••iikI oxlcnsiuii lioiiicinnker rliilm me nut ncliinlly n port of the Extension Service, ho the |in;<ise form of respondents’ nlltnnnlivc remediM duly is somewhat different, iilthouirh no less compelling, limn :i slide m lor that most cure Its own intermit prac tices. With respect lo admissions, the respondents are obliged to lake nlllrmalive aelioo lo ensure nondlsirlmiiiathm against club members by I lie private voluntary lenders of llmsc clubs. For ex ample, with respect lo Hie sole Inslamn of discrimination by n vol untary worker in the record, the Service promptly removed llm Worker and admitted Hie Idaek child lo the 4-11 f.luh ( l e t . App. 1G7n 11.51). Of course, the Service lined also ensure Hint its own actions related In these cliilis - formation of clubs, recruitment of tenders, provision of services are imndiscrlmlmitory and arc not used ns devices lo perpetuate segregation. •I, i j 4f> i i i. i.i i trilnilahlc to any action by tbo aljilq, l.B,, not proscribed by the Constitution. Dayton I, 477.U.S, lhal being so, aucli racial imbalance need not bei eliminated in order to render an admissions system fullydesegregated if the government entity baa established a genuinely race- neutral admissions pattern. ........" This Court’s decision in SimHyUir'"Makes this clear. There the district court’s adoption 'o'f, a pf^denL assign ment plan to remedy public schooli segregation “eslah- lishcd a racially neutral system of student .assignment in , the | school district I." 427 U.8. at 434; After the first year of this plan’s implementation;'free Movement of per sons within the district "resulted in some changes in the demographies of |the district’s] residential patterns, with resultant shifts in the racial makeup of some of the schools.” td. at 4.70. “ |A |s these shifts were not at tributed lo any segregative actioiiR on the part of the |school district|” {ibid.), Ihe raciul imbalance caused by these voluntary choices of private citizens did not mean that the district had failed to perform its duty to remedy prior segregated student assignments. Consequently, the district court’s requirement lhal the defendants engage in additional remedial admissions practices was impermis sible because it enforced a right not. secured by the Con stitution, i.c., the “ ‘substantive * right |lo al pat- tictilar degree of racial balance nr mixing. I<l. at 474, quoting Swann, 402 U.S. al 24. “For having once imple mented a raeially-neutral attendance pattern in order to remedy the perceived constitutional violations on the part of the defendants, Ihe District Court had fully performed its function of providing tlie appropriate remedy for pre viously racially discriminatory attendance patterns.” 427 IJ.S. at 477. Thus, just as the Spaui/lcr school lmard’s adherence lo the district court’s racially neutral student assignment plan fully redressed previously segregated admissions not withstanding a racial imbalance due lo the voluntary de cisions of private individuals, so loo does Ihe respon dents’ establishment of a nondiseriminatory system here 40 fully remedy Mir? prior constitutional violation regaulless of wlicllicr private nelivilies beyond their control result ill mi absence of racial mixing. In conclude nlbciwiso would be to equale racial balance wilb effective desegre gation; an equal ion Unit, as noted, .S wann and <S/>anylei expressly rejected. Tills principle obtains wilb equal force in situations where private choice, rather than official compulsion, is the moans by which attendance is determined. 1 lie bold ing and analysis in Green- and its companion cases {Raney V. Hd. of Edue., .‘Itll U.R. 413 (1908); Monroe V. Hoard of Commissioners, 391 II.ft. 400 (1908)) is lim ited to compulsory public education or other contexts where the government, rather Ilian the participant, tiadi- lionally makes the decision concerning where participants in the government program will attend. Thus, Greene rejection of “freedom of choice” student assignment plans simply reflects the familiar rule that a system which has not yet achieved unitary status may not take steps that foster segregation where there exists a reasonably avail able alternative that equally or belter serves the govern mental purpose purportedly being furthered. And, while the “freedom or choice" plan at issue in Green was plainly such a segregation-inducing device, the same is not true where, as here, such private choice is the norm. In public elementary and secondary schools, the deci sion whether to attend and which school to attend is vir tually always made by the school district, not by the student. Accordingly, adoption of a “free choice” or 'free transfer” plan which is used or operates to perpetuate the separation of tin' races is impermissible, at least ab sent persuasive justification. Utilization of such ail un usual and administratively awkward admissions scheme ill preference! to the traditional, more efficient mandatory assignment system creates the inference that, at a mini mum, the defendant school district is not striving in good fitllli to establish a student attendance system that is truly free from racial considerations. In such circum stances, then, it. is the' school officials' abdication of tlicii normal responsibility to assign students that causes or at eU I, lit « I ■ill III 11 * * i \v I 47 least fosters segregation. Such segrc^alioi| is thus di rectly attributable to the stale, not'to private actors. In short, a noil-unitary school el is! riqi’s 'ay ojVtlô i of a “free dom of choice” plan that predictably if' not designedly, results in greater segregation than j!be traditional and reasonably available mandatory 'aflsi^i^ent 'alternative violates liio district’s affirmative rc^popsi^ilitv to refrain from adopting policies that “serve lî pmjp^tuatc or re establish the dual school system” ' {dolujiiftm Hd. of Educ. v. Vcniek, 443 U.S. at 400) in preference to Jess segrega tive and equally legitimate! policies. See .fyoexipi, 402 U.S. at 20-21; Columbus, 443 U.S. at 406-40^.' Iii oiir view, it was precisely for this reason that (he Tide choice ’ ami “free transfer” plans were struck down in Green and Monroe. Noting that normal geographic zoning assignment was a "reasonably available” option that would greatly in crease integration, the Green court held that a school hoard's preference for an attendance scheme such as "freedom of choice” “may indicate a lack of good faith; and at the least if piaccs a heavy burden upon the Hoard to explain its preference for an apparently less elfective method.” 391 U.S. at 439. Since the use of a “free choice” plan in these circumstances clearly served no legitimate purpose particularly given the procedural and historical context in which the plan was adopted (id. at 432-433, 449 n.fi), the school hoard in Green was unable to meet this burden. Indeed, “ ‘it is evident that here the Hoard, by separately busing Negro children across the entire county to the ‘Negro’ school, and the while children to the ‘while’ school, is deliberately maintaining a segre gated system which would vanish with noil-racial geo graphic zoning.’ ” 391 U.S. at 442 n.G, quoting How man V. County Sellout Hoard, 382 F.2d 32(5, 332 (4th Oir. 19(57) (concurring opinion). In Monroe, this Court was even more explicit. In that case, the "free transfer” option allowing students to transfer after initial geographic assignment, “permitted the ‘considerable number’ of while or Negro students in at least two of the zones to return, at the implicit invila- U 48 lion of llic Boanl, In Die coinforlnlile security of llie old, eslablislicd discriminatory pallcrn * * * no ullempt has been made lo justify Die transfer provision as a device designed lo meet ‘legitimate local problems’; rather, it patently operates as a device lo allow reseijrcyation of the rnces lo the extent desegregation would be achieved • bv geographically drawn zones.” SHU U.S. at 45!), quoting Goss V. l U l «f Mur., 373 U.S. 083, 08!) (15)03) (emphasis in original). No such constitutional infirmity attaches lo the continu ance of free choice in those situations where such choice is a traditional aspect of the government program or ac tivity. In contexts such as public .parks, higher educa tion and the 4-11 (Hubs here, participation or attendance in the slule activity is wholly voluntary in all respects. Unlike public schools, free choice as lo whether and where lo attend is a normal and important feature of llie sys tem—not, as in the public elementary and secondary school context, a newly discovered device that will clearly have a segregative elf eel. In such cases, a ti mis i lion to officially compelled assignments would constitute a fun damental alteration of the system. It would increase gov ernment regulation of private conduct by denying indi viduals the liberty to attend, for example, the park that is most convenient or the university best suited lo their educational needs. Accordingly, preservation of the par ticipants’ traditional "free choice” cannot reasonably be viewed as an act. of had faith or a device that oncotiinges or perpetuates segregation. To the contrary it scrvelsl important and legitimate ends.” Dayton ltd. of Kduc. v. Brinkman IDayton I I ) , 443 t).S. 52(i, 538 ( 15)751). Unlike the public schools in Green and Monroe, there fore, any lingering racial imbalance in the 4-11 and ex tension homemaker clubs here is not attributable to un justified segregative action by the government respond ents, but solely to decisions freely made by private actors. Thnt being so, neither Green nor Monroe suggests that the stale has an affirmative duty in such circumstances lo eliminate or restrict the discretion of private actors to achieve a greater racial balance. Nor has this Court evei .1 I ! ) - ' l l | ' l i t ■ i mi ■ iog suggested such a rule in any otherUtonteidifV Indeed, in the same term that Green and Monroe wetti decided, this Court summarily affirmed, over ■ dissent)) ia" three-judge court’s decision that those cases’ coiidetnnfeitibn of free dom of choice” plans was in a p p o s i te din t h e 'higher educa tion context because admissions tlierdcarc (traditionally governed by private choice. Alabama State Teachers Ass’n, V. Alabama Public School A Gdllage'Authority, 28!) F. Supp. 781 (M.l). Ala. l!)08)y alT’d," 8!)3 U.S. 400 ( 1 5 ) 0 ! ) ) 1 ......... . i,». Thus, Green did not hold that thb cohtiriualion of free choice is an inherent defect in a lucinlly imbalanced system, but only that the adoption ©f"BUdh'a scheme in llio public school context is impermissible if it impedes or frustrates desegregation. Any contrary interpretation of Green ’Van he supported only by drastic expansion of the constitutional right itself, an expansion without any support iu either constitutional principle or precedent. Mill then I, 418 IJ.R. at, 747. Such an understanding of Green would not only read into it a requirement for “mandatory integration” which Hint opinion expressly rejected (3!)I U.S. at 437), but also would bring that decision squarely into conflict with this Court’s estab lished precedent that no particular degree of racial mix ing is constitutionally required. Sec page 10, supra. Of course, the Service undoubtedly could have sought to increase integration by attempting-to close one-race clubs, by denying club members the opportunity to join « For example, lids Court Issued n series of per curinm decisions following Ill-men which Invalidated segregation In various slate activities without any suggestion that the relevant public olticials must do more Ilian henceforth insure a nondlscrlndiialory admis sions policy, i.e., provide free choice. See Muir V. Louisville I'ark Theatrical Ass'n. 947 U.S. 071 (1054) (parks); Mayor of Halti- tuorc v. Dawson, .'150 U.S. R77 (1955) (beaches and bathhouses); llolmes v. City of Atlanta, .150 U.S. 879 (1955) (golf courses); C.ayk V. Himmler, 152 U.S. 901 (1950) (public transportation). « o r course, a higher education system must tnke affirmative remedial action not only with respect lo admissions, hut also, for example, faculty, facilities, and lingering funding disparities before it will become unitary in nil respects. r 50 the club of their choice or by discriminalorily excluding black and while children from clulm where their race predominates through preferential olhcr-race goals and quotas. We fail In perceive, however, why such actions aro in any way necessary In vindicate Ihc con stitutional rights of I hose persons whose unfettered access to government-supported programs is being so restricted. Where a slate lias unlawfully segregated railroad cars, for example, the slate is not constitutionally required to compel blacks to sit in the previously all-white railroad car or to restrict access to the car formerly reserved for blacks. Ily the same token, so long as I ho Service ensured equal access to the clubs and did not engage in practices that impeded desegregation, it. was not required to re strict persons’ normal discretion to join the club of their choice, even if those persons exercised their unfettered choice to join a club in which their race predominates. CONCLUSION For the foregoing reasons, the judgment of the court of appeals should be reversed in part, allirined in part, and remanded. Respectfully submitted. r:iiAtu,F.s fuifii Solicitor Cl cor m l WM. HUAIIFOUD ItRYNOtJIS Assistant Attorney General Cauoi.yn H. Klim- Deputy Solicitor Clcncrnl MlCIIAfil- Cauvin Dcjioty Assistant Attorney General Wai.tku W. Haiinrtt I I-OIIISK A. t-fi.UNfiU , David It. Makiii.iostonb ,, i Attorneys JANUAIIY l!)H(! a « « «oviaM»KNr MINHN* n-ririi tmto 2nt3t 11 . 11, , I..