BAZEMORE ET AL. v. FRIDAY ET AL.
No. 85-93
Supreme Court of the United States
Argued April 22, 1986—Decided July 1, 1986
478 U.S. 385
*Together with No. 85-428, United States et al. v. Friday et al., also on certiorari to the same court.
Howard E. Manning, Jr., argued the cause for repondents in both cases. With him on the brief were Howard E. Manning and Millard R. Rich, Deputy Attorney General of North Carolina.†
PER CURIAM.
These cases present several issues arising out of petitioners’ action against respondents for alleged racial discrimination in employment and provision of services by the North Carolina Agricultural Extension Service (Extension Service). The District Court declined to certify various proposed classes and, after a lengthy trial, entered judgment for respondents in all respects, finding that petitioners had not carried their burden of demonstrating that respondents had engaged in a pattern or practice of racial discrimination. The District Court also ruled against each of the individual plaintiffs’ discrimination claims. The Court of Appeals affirmed. 751 F. 2d 662 (CA4 1984). We hold, for the reasons stated in the concurring opinion of JUSTICE BRENNAN, that the Court of Appeals erred in holding that under Title VII of the Civil Rights Act of 1964, 78 Stat. 253, as amended,
It is so ordered.
JUSTICE BRENNAN, joined by all other Members of the Court, concurring in part.
I
A
The purpose of North Carolina‘s agricultural extension program, administered through the North Carolina Agricultural Extension Service (Extension Service), is to aid in the dissemination of “useful and practical information on sub-
The Extension Service operates in four major areas: home economics, agriculture, 4-H and youth, and community resource development. In both the home economics and 4-H areas, one of the Extension Service‘s methods entails the establishment of clubs to educate the club members in home economics and other useful and practical skills. The agricultural program educates and encourages farmers to adopt scientific methods and to adjust to changing economic circumstances. The community resource development program emphasizes group action through citizen groups and organizations. Each of these programs is implemented by local agents who are selected for employment jointly by the Extension Service and the county Boards. Agents are divided into three ranks: full agent, associate agent, and assistant agent. “While the three ranks of agents perform essentially the same types of tasks, when an agent is promoted his responsibilities increase and a higher level of performance is expected of him.” Id., at 17a.
The salaries of all workers are determined jointly by the Extension Service and the Boards. Id., at 33a; CA App.
The Extension Service has overall responsibility for establishing qualifications for employment in the Service and for screening applicants before recommending qualified applicants to the county commissioners for appointment to vacant or new positions. The Extension Service also prepares and submits an annual budget request to the Board for the county‘s share of funds for salaries.
Each Board reviews the budget requests from the Extension Service each year and confers with and advises the District and County Extension Chairman concerning Extension Service programs. The Board furnishes the county‘s share of salaries for extension personnel. In addition, it provides office space and equipment, utilities, telephone, demonstration materials, etc.
Prior to August 1, 1965, the Extension Service was divided into two branches: a white branch and a “Negro branch.” Only the “Negro branch” had a formal racial designation. The “Negro branch” was composed entirely of black personnel and served only black farmers, homemakers, and youth. The white branch employed no blacks, but did on occasion serve blacks. On August 1, 1965, in response to the Civil Rights Act of 1964, the State merged the two branches of the
B
The private petitioners include employees of the Extension Service, recipients of its services, members of Extension Homemaker Clubs, and parents of 4-H Club youths. Complaint ¶ 2. They brought this action in 1971 alleging racial discrimination in employment and in the provision of services on the part of the Extension Service in violation of the First, Fifth, and Fourteenth Amendments to the Constitution,
On April 7, 1972, the United States intervened under § 902 of Title IX and §§ 601 and 602 of Title VI of the Civil Rights Act of 1964,
On two occasions prior to trial the District Court was asked, but declined, to certify the action as a class action.
The first issue we must decide is whether the Court of Appeals erred in upholding the District Court‘s finding that petitioners had not proved by a preponderance of the evidence that respondents had discriminated against black Extension Service employees in violation of Title VII by paying them less than whites employed in the same positions. The Court of Appeals reasoned that the Extension Service was under no obligation to eliminate any salary disparity between blacks and whites that had its origin prior to 1972 when Title VII became applicable to public employers such as the Extension Service.5 It also reasoned that factors, other than those included in petitioners’ multiple regression analyses, affected salary, and that therefore those regression analyses were incapable of sustaining a finding in favor of petitioners.
A
Both the Court of Appeals and the District Court found that before the black and white Extension Service branches were merged in 1965, the Extension Service maintained two separate, racially segregated branches and paid black employees less than white employees. Pet. App. 120a; 751 F. 2d, at 666. The Court of Appeals also acknowledged that after the merger of the Extension Service, “[s]ome preexisting salary disparities continued to linger on,” and that these disparities continued after Title VII became applicable to the Extension Service in March 1972 and after this suit was filed. Ibid. Indeed, the Court of Appeals noted that “the Extension Service admits that, while it had made some adjustments to try to get rid of the salary disparity resulting
The error of the Court of Appeals with respect to salary disparities created prior to 1972 and perpetuated thereafter is too obvious to warrant extended discussion: that the Extension Service discriminated with respect to salaries prior to the time it was covered by Title VII does not excuse perpetuating that discrimination after the Extension Service became covered by Title VII. To hold otherwise would have the effect of exempting from liability those employers who were historically the greatest offenders of the rights of blacks. A pattern or practice that would have constituted a violation of Title VII, but for the fact that the statute had not yet become effective, became a violation upon Title VII‘s effective date, and to the extent an employer continued to engage in that act or practice, it is liable under that statute. While recovery may not be permitted for pre-1972 acts of discrimination, to the extent that this discrimination was perpetuated after 1972, liability may be imposed.
Each week‘s paycheck that delivers less to a black than to a similarly situated white is a wrong actionable under Title VII, regardless of the fact that this pattern was begun prior
B
We now turn to the issue whether the Court of Appeals erred in upholding the District Court‘s refusal to accept the petitioners’ expert statistical evidence as proof of discrimina-
At trial, petitioners relied heavily on multiple regression analyses designed to demonstrate that blacks were paid less than similarly situated whites. The United States’ expert prepared multiple regression analyses relating to salaries for the years 1974, 1975, and 1981. Certain of these regressions used four independent variables—race, education, tenure, and job title. Petitioners selected these variables based on discovery testimony by an Extension Service official that four factors were determinative of salary: education, tenure, job title, and job performance. GX 159, pp. 90, 96. In addition, regressions done by the Extension Service itself for 1971 included the variables race, sex, education, and experience; and another in 1974 used the variables race, education,
The regressions purported to demonstrate that in 1974 the average black employee earned $331 less per year than a white employee with the same job title, education, and tenure, GX 123; CA App. 1601; Tr. 364-365, and that in 1975 the disparity was $395, GX 123; CA App. 1589; Tr. 377.9 The regression for 1981 showed a smaller disparity which lacked statistical significance.
The Court of Appeals stated:
“[The] district court refused to accept plaintiffs’ expert testimony as proof of discrimination by a preponderance of the evidence because the plaintiffs’ expert had not included a number of variable factors the court considered relevant, among them being the across the board and percentage pay increases which varied from county to county. The district court was, of course, correct in this analysis.” 751 F. 2d, at 672.
The Court of Appeals thought the District Court correct for essentially two reasons: First, the Court of Appeals rejected petitioners’ regression analysis because it “contained salary figures which reflect the effect of pre-Act discrimination, a consideration not actionable under Title VII . . . .” Ibid. (footnote omitted). Second, the court believed that “[a]n appropriate regression analysis of salary should . . . include all measurable variables thought to have an effect on salary level.” Ibid. In particular, the court found that the failure to consider county-to-county differences in salary increases was significant. It concluded, noting: “[B]oth experts omitted from their respective analysis variables which ought to be reasonably viewed as determinants of salary. As a result, the regression analysis presented here must be
1
The Court of Appeals erred in stating that petitioners’ regression analyses were “unacceptable as evidence of discrimination,” because they did not include “all measurable variables thought to have an effect on salary level.” The court‘s view of the evidentiary value of the regression analyses was plainly incorrect. While the omission of variables from a regression analysis may render the analysis less probative than it otherwise might be, it can hardly be said, absent some other infirmity, that an analysis which accounts for the major factors “must be considered unacceptable as evidence of discrimination.” Ibid. Normally, failure to include variables will affect the analysis’ probativeness, not its admissibility.10
Importantly, it is clear that a regression analysis that includes less than “all measurable variables” may serve to prove a plaintiff‘s case. A plaintiff in a Title VII suit need not prove discrimination with scientific certainty; rather, his or her burden is to prove discrimination by a preponderance of the evidence. Texas Dept. of Community Affairs v. Burdine, 450 U. S. 248, 252 (1981). Whether, in fact, such a regression analysis does carry the plaintiffs’ ultimate burden will depend in a given case on the factual context of each case in light of all the evidence presented by both the plaintiff and the defendant. However, as long as the court may fairly conclude, in light of all the evidence, that it is more likely
2
In this case the Court of Appeals failed utterly to examine the regression analyses in light of all the evidence in the record. Looked at in its entirety, petitioners offered an impressive array of evidence to support their contention that the Extension Service engaged in a pattern or practice of discrimination with respect to salaries. In addition to their own regression analyses described above, petitioners offered regressions done by the Extension Service for 1971 and 1974 that showed results similar to those revealed by petitioners’ regressions. Tr. 3917; CA App. 1681. Petitioners also claim support from multiple regressions presented by respondents at trial for the year 1975. Using the same model that petitioners had used, and similar variables, respondents’ expert obtained substantially the same result for 1975, a statistically significant racial effect of $384. CA App. 1716. Indeed, respondents also included in their analysis, “quartile rank” as an independent variable, and this increased the racial effect to $475.11
Petitioners also presented evidence of pre-Act salary discrimination, and of respondents’ ineffectual attempts to eradicate it. For example, petitioners submitted evidence, and the District Court found, that blacks were paid less than whites in comparable positions prior to the merger of the black and white services in 1965. Pet. App. 120a. Moreover, in 1971, respondents acknowledged that substantial sal-
Further, petitioners presented evidence to rebut respondents’ contention that county-to-county variations in contributions to salary explain the established disparity between black and white salaries. The United States presented evidence, which it claims respondents did not rebut, establishing that black employees were not located disproportionately in the counties that contributed only a small amount to Extension Service salaries. GX 216; see also CA App. 189. Absent a disproportionate concentration of blacks in such counties, it is difficult, if not impossible, to understand how the fact that some counties contribute less to salaries than others could explain disparities between black and white salaries.
Finally, and there was some overlap here with evidence used to discredit the county-to-county variation theory, petitioners presented evidence consisting of individual comparisons between salaries of blacks and whites similarly situated. GX 102, DX 48. Witness testimony, claimed by petitioners to be unrebutted, also confirmed the continued existence of such disparities. CA App. 190; Tr. 2010-2012, 2685, 2825-2826.
Setting out the range of persuasive evidence offered by petitioners demonstrates the error of the Court of Appeals in focusing solely on the characteristics of the regression analysis. Although we think that consideration of the evidence makes a strong case for finding the District Court‘s conclusion clearly erroneous,14 we leave that task to the Court of
III
The private petitioners complain that the District Court and Court of Appeals erred in failing to certify this case as a class action. They seek the certification of three distinct classes: (1) all black employees of the Extension Service on or after November 18, 1971; (2) all current black members and potential black members of the 4-H and Extension Home-
A
With respect to the class of black employees, the Court of Appeals held that due to the fact that salaries are made up of money from several distinct sources, the Federal Government, the State, and the counties, the “claim of a potential plaintiff against one county will not be typical of the claim of another potential plaintiff against a different county.” Id., at 668.17 It applied the same reasoning to the employees’ charge of discrimination in the hiring of County Chairmen. Ibid. Yet the claims here were not asserted solely against the counties; they were asserted also against the Extension Service. And, as against the Extension Service, at least, it is clear that the claims of the named plaintiffs were “typical”
B
The Court of Appeals also upheld the District Court‘s decision not to certify a class of County Commissioner defendants because there “was simply no evidence of any standardized practice among the one hundred separate counties in the state to deprive anyone of any rights solely because of race.” Pet. App. 47a-48a. The Court of Appeals was of the view that “to have a proper class of defendants in a case such as this there must be either a statewide rule or practice so that relief is available if the rule or practice is invalid, or the adjudication with respect to a member of a defendant class must as a practical matter be dispositive of the interests of the other members of the class as provided in
JUSTICE WHITE, with whom THE CHIEF JUSTICE, JUSTICE POWELL, JUSTICE REHNQUIST, and JUSTICE O‘CONNOR join, concurring.
We agree with JUSTICE BRENNAN‘s concurring opinion explaining the Court‘s reasoning insofar as the Court vacates the decision of the Court of Appeals. We write separately to affirm the Court of Appeals in rejecting the allegations of discrimination in the operation of 4-H and Homemaker Clubs. Prior to 1965, the Extension Service maintained segregated 4-H and Homemaker Clubs, and it is true that when this suit was started and when judgment was entered there were a great many all-white and all-black clubs. However, it is undisputed that in response to the
In view of the District Court‘s findings, this case presents no current violation of the
Petitioners rely on the Department of Agriculture regulation requiring the Service to take “affirmative action” to overcome the effects of prior discrimination in its programs.
JUSTICE BRENNAN, with whom JUSTICE MARSHALL, JUSTICE BLACKMUN, and JUSTICE STEVENS join, dissenting in part.
I
The Court rejects the private petitioners’ claim that the Extension Service had a duty under the
The 4-H and Youth Program in North Carolina is one of the major educational programs of the Extension Service. The Extension Service also operates an extension home economics program in each of the 100 counties of North Carolina, a program which also renders important assistance to the citizens of the State. Through these programs the Extension Service organizes and services 4-H and Extension Homemaker Clubs throughout the State. At trial, the Director of the Extension Service, Thomas Blalock, testified that 4-H agents recruit, train, and utilize volunteers to establish 4-H Clubs and Extension Homemaker Clubs; and that extension agents provide educational materials and training to the 4-H Clubs. Tr. 4196, 4199, 4217. Similarly, agents regularly meet with the Extension Homemaker Clubs, give lessons to them, and train individual club members to give home economics lessons to their members. App. to Pet. for Cert. in No. 85-93, p. 16a (hereinafter Pet. App.). See also Tr. of Oral Arg. 42. Federal law restricts the use of the name “4-H Club” to clubs affiliated with state extension services and certain other organizations.
The District Court found that prior to the early 1960‘s “[4-H] clubs were organized in the public schools and county 4-H agents would meet with the clubs during school hours and present educational programs to them. Thereafter, the clubs were moved out of the schools and were organized on a community basis with adult volunteers serving as leaders of the clubs.” Pet. App. 19a. It is not disputed that prior to the merger of the black and white branches of the Extension Service separate Clubs were operated for blacks and whites. Tr. of Oral Arg. 37. Evidence introduced at trial demonstrated that in 1965, when the clubs were segregated, there were 1,474 all-white 4-H Clubs, out of a total of 2,687 (54.9%), GX 32, CA App. 1806; in 1980, 1,348 clubs out of a total of 3,448 (39.1%) remained all white. GX 11. In 1980, in
Notes
II
The private petitioners and the United States took the position at trial that respondents are under an affirmative obligation to eliminate the effects of de jure segregation within the Extension Homemaker and 4-H Clubs. The United States based its argument on
The trial judge rejected the argument. He was persuaded that there had been no violation of either the applicable regulations or the Constitution because no witness had claimed that membership in the clubs was anything but voluntary, “or that he or she had been denied membership in any such club on the basis of race; or that he or she had ever been subjected to discrimination with respect to any services offered by the Extension Service.” Pet. App. 168a. Similarly, the Court of Appeals rejected the challenge relating to the racial composition of the 4-H and Extension Homemaker Clubs in a footnote stating that “[a]bsent proof of alleged racial discrimination, the mere existence of all white and all black 4-H and Extension Homemaker Clubs in some racially mixed communities violates neither Title VI nor the equal protection clause.” 751 F. 2d 662, 687, n. 128 (CA4 1984). The court noted that the record was devoid of proof of discrimination with respect to services provided by the clubs, and that there was insufficient proof of discrimination with respect to membership in any club. Ibid.
The private petitioners here reassert their position. They rely on regulations promulgated by the United States Department of Agriculture (USDA) under
“In administering a program regarding which the recipient has previously discriminated against persons on the ground of race, color, or national origin, the recipient must take affirmative action to overcome the effects of prior discrimination.”
In addition, they contend that the decision of this Court in Green v. School Board of New Kent County, 391 U. S. 430 (1968), supports the proposition that the fact that membership in the clubs is no longer officially based on race does not
III
Respondents have never attempted to explain—either in the Court of Appeals or in this Court—how they are in compliance with this regulation, although they do not challenge its application to them. See, e. g., Brief for Respondents 50. Inexplicably, the Court of Appeals did not even mention the regulation; and although the District Court mentioned it, that court simply ignored its obvious import. Pet. App. 169a-173a. The United States takes a position here contrary to that which it took at trial.2 It contends that respondents have fully complied with the regulation because they have engaged
It is absurd to contend that the requirement that States take “affirmative action” is satisfied when the Extension Service simply declares a neutral admissions policy and refrains from illegal segregative activities. Moreover, the Court simply ignores the portion of the regulation that plainly requires that affirmative action be taken to “overcome the effects of prior discrimination.” There is no room to doubt, and the Court does not even bother to argue otherwise, that one of the effects of prior discrimination is the legacy of single-race Clubs that still exist in North Carolina.3
IV
It is not surprising that the USDA regulations require affirmative steps to eliminate the vestiges of official discrimination; the Constitution requires no less. In Green we rejected the argument that a “freedom of choice” plan whereby students were able to choose which of two schools in the school district to attend satisfied the affirmative obligation of the School Board to desegregate its schools, because it failed to achieve the racially nondiscriminatory school system mandated by Brown v. Board of Education, 349 U. S. 294 (1955). In Green, we noted that “[i]n the context of the state-imposed segregated pattern of long standing, the fact that in 1965 the Board opened the doors of the former ‘white’ school to Negro children and of the ‘Negro’ school to white children merely
Respondents agree with the courts below that in the absence of any evidence of specific instances of discrimination, the State cannot be compelled to act to eliminate the effects of the prior de jure segregation. They cite no support for this proposition. This analysis is plainly wrong. It ignores the history of the Extension Service‘s administration of a segregated system of clubs. Our cases clearly demonstrate that prior de jure segregation gives rise to an affirmative duty to desegregate which cannot be met simply by a demonstration that no black person has been turned away from an all-white club. See Gilmore v. City of Montgomery, 417 U. S. 556, 566-567 (1974) (“The city was under an affirmative constitutional duty to eliminate every custom, practice, policy or usage reflecting an impermissible obeisance to the now thoroughly discredited doctrine of separate but equal. ... This obviously meant that discriminatory practices in Montgomery parks and recreational facilities were to be eliminated root and branch“) (internal quotation marks omitted); Keyes v. School District No. 1, Denver, Colorado, 413 U. S. 189, 213 (1973) (“If the District Court determines that the Denver school system is a dual school system, respondent School Board has the affirmative duty to desegregate the entire system ‘root and branch‘“); Swann v. Charlotte-Mecklenburg Board of Education, 402 U. S. 1, 15 (1971) (“The objective today remains to eliminate from the public schools all vestiges of state-imposed segregation“); id., at 32 (discussing “affirmative duty to desegregate“); Green, 391 U. S., at 437 (“School boards such as the respondent then operating state-compelled dual systems were nevertheless clearly charged with the affirmative duty to take whatever steps might be necessary to convert to a unitary system in which racial discrimination would be eliminated root and branch“). Indeed, before today the rule was that a “court
The United States agrees that Green v. School Board of New Kent County, supra, “held that a public entity which has engaged in de jure racial segregation has an affirmative duty to desegregate....” Reply Brief for Federal Petitioners 16. However, as it does with respect to the applicable regulations, the United States argues that this duty is fulfilled where admissions are normally determined by voluntary choice, so long as the State simply establishes a genuinely race-neutral admission system and refrains from segregative conduct. Id., at 16-18.
The United States contends that the nature of the Clubs somehow renders the State‘s affirmative duty one that can be fulfilled by taking ineffective actions that border on inaction—declaring a neutral admissions policy and refraining from segregative activities. It submits that the school context is distinguishable from the present context because public officials did not assign youths to clubs.4 The flaw in this
argument is that public officials did, in effect, assign youths to clubs during the period of de jure segregation. Prior to the early 1960‘s, the 4-H Clubs were organized in the public schools, Pet. App. 19a, which were at that time, of course, still segregated. Tr. 4203-4204. Thus, those who wanted to join 4-H were, in effect, “assigned” to join the Club in their segregated school.5 It is the racial segregation resulting from this practice that the State is under a duty to eradicate.
As a result, this case is in fact indistinguishable from Green, in which the State had operated a school system that assigned youths to schools according to race, and argued that a plan whereby students could choose which school to attend satisfied the State‘s obligation under the
“‘Freedom of Choice’ is not a talisman; it is only a means of a constitutionally required end—the abolition of the system of segregation and its effects. If the means prove effective, it is acceptable, but if it fails to undo segregation, other means must be used to achieve this end.” 391 U. S., at 440 (quoting Bowman v. County School Board, 382 F. 2d 326, 333 (CA4 1967) (Sobeloff, J., concurring) (emphasis added)).
The second asserted basis for the Court‘s holding is that “[w]hile schoolchildren must go to school, there is no compulsion to join 4-H or Homemaker Clubs....” Ante, at 408. It may also be true that, while children learn mathematics at school, they do not do so in 4-H or Homemaker Clubs. But that distinction is about as relevant as the Court‘s to the issue before us. Nothing in our earlier cases suggests that the State‘s obligation to desegregate is confined only to those activities in which members of the public are compelled to participate. On the contrary, it is clear that the State‘s obligation to desegregate formerly segregated entities extends beyond those programs where participation is compulsory to voluntary public amenities such as parks and recreational facilities. See, e. g., Gilmore v. City of Montgomery, 417 U. S. 556 (1974); Watson v. Memphis, 373 U. S. 526 (1963); Dawson v. Mayor and City Council of Baltimore, 220 F. 2d 386, aff‘d, 350 U. S. 877 (1955); Muir v. Louisville Park Theatrical Assn., 347 U. S. 971 (1954).
Rather than attempt to justify the result it reaches with any reasoning or support from precedent, the Court adopts the reasoning of JUSTICE WHITE, who simply states a conclusion that “however sound Green may have been in the con-
The Court may be under the same misapprehension as was the District Court. That court characterized the problem facing it and the Extension Service in grave terms:
“The simple truth is that in the matter of these one-race clubs the Extension Service has been faced with a dilemma which admits of no easy, readily available solution. On the one hand it has been under constant pressure from the government to eliminate racially segregated clubs or terminate services to them. On the other hand there is the stark reality that in North Carolina as well as all other states integration of the races more frequently than not meets with strong resistance.
“The choice thus posed is whether it is better that the Extension Service continue to provide its much needed services to well over 100,000 North Carolina members while striving to achieve full integration of the clubs or that it withdraw such services altogether as the government would have it do. The Extension Service has opted for the former, and in so doing this court does not perceive that it has violated the rights of anyone under any law.” Pet. App. 182a-185a.
JUSTICE WHITE states that Green was the “effective predicate for imposing busing and pupil assignment programs to end dual school systems....” Ante, at 408. The District Court, however, was certainly not limited in crafting a remedy requiring the Extension Service to cut off
I would hold simply that the Government‘s position that the Extension Service‘s affirmative duty can be fulfilled on the facts of this case through passive means is erroneous, as is respondents’ view that the State can be conclusively determined to have fulfilled its duty as long as no black can point to a blatant discriminatory act. To the extent that the Court reads Green and the Constitution to require anything less, it is wrong.
- “(1) All Black and Indian employees and potential employees of the [Extension Service] since November 18, 1971, and thereafter;
- “(2) All Black and Indian persons who were recipients or potential recipients of service from the [Extension Service] on November 18, 1971, and thereafter;
- “(3) All Black and Indian members or potential members of the [Extension Service‘s] 4-H Clubs on November 18, 1971, and thereafter;
- “(4) All Black and Indian persons who were members or potential members of the [Extension Service‘s] Homemaker Clubs on November 18, 1971, and thereafter, and
- “(5) [A defendant class consisting of a]ll County Commissioners in North Carolina, in their official capacities, on November 18, 1971, and thereafter.” Pet. App. 37a.
“20. The Defendants shall take the following affirmative steps with regard to extension services in order to eliminate the effects of the past and in order to assure an equal opportunity for participation in [Extension Service] services in the future.
“21. The Defendants shall within 90 days of this Order identify and define communities within counties according to the regulations and guidelines set forth by the U. S. Department of Agriculture and serve supporting documentation upon attorneys for the Plaintiffs and Plaintiff-Intervenors. . . .
“22. Consistent with the above paragraph Defendants are ordered to implement the “All Reasonable Efforts” provisions of U. S. Department of Agriculture regulations and implementing guidelines as they relate to the desegregation of 4-H and Extension Homemaker clubs in integrated communities.
“23. Defendants shall make every effort to ensure that all community 4-H and Extension Homemaker clubs shall be fully desegregated.
“24. One year from the date of this Order, Defendants shall cease all contact with clubs which are still operated on a segregated basis, and have not shown that they have taken all reasonable efforts desegrated [sic] as required by para. 22 above.” Proposed Decree of Plaintiff-Intervenors United States et al. in Civ. Action No. 2879 (EDNC), p. 9.
The United States did not appeal this issue to the Court of Appeals.The private petitioners presented the same question as that presented by the Federal Government, and four additional questions:
- (1) May a regression analysis be treated as probative evidence of discrimination where the analysis does not incorporate every conceivable relevant variable?
- (2) May North Carolina satisfy its obligation to desegregate the de jure system of 4-H Clubs and Extension Homemaker Clubs by adopting a freedom of choice plan that fails?
- (3) May an employer immunize itself from liability for illegal discrimination by delegating its hiring decisions to a third party?
- (4) Did the Fourth Circuit err in denying class certification in this case?
In Hazelwood, the Attorney General brought suit against the Hazelwood School District and various of its officials claiming that they were engaged in a pattern or practice of discriminatory hiring in violation of Title VII. We vacated the decision of the Court of Appeals that directed judgment for the Government, because that decision did not take into account the possibility that the prima facie statistical proof in the record “might at the trial court level be rebutted by statistics dealing with Hazelwood‘s hiring after it became subject to Title VII.” 433 U. S., at 309. We explained that “[a] public employer who from [1972] forward made all its employment decisions in a wholly nondiscriminatory way would not violate Title VII even if it had formerly maintained an all-white work force by purposefully excluding Negroes.” Ibid.
Here, however, petitioners are alleging that in continuing to pay blacks less than similarly situated whites, respondents have not from the date of
“Believe you‘d agree our salaries for women & non-white men on average are lower—Our figures verify—Due to several factors—
-The competitive market—This is not acceptable as a reason though.
-Tradition—not just in Ext.
-Less county support for non-white positions.” GX 157, App. 129.
We do note, however, that certain conclusions of the District Court are inexplicable in light of the record. First, the District Court, in referring to petitioners’ expert‘s analyses stated that the regressions on which petitioners principally relied did not include job title. Pet. App. 119a. Yet the District Court expressly noted that in other regressions in which petitioners did include job title, a statistically significant disparity was noted. Second, the District Court stated that “the single most important factor in determining salaries for the Extension Service professional staff is job performance.” Id., at 134a. Yet the District Court failed even to note that respondents’ regression analysis for 1975 which included a performance variable showed an even greater disparity in salary than did petitioners‘. Third, the District Court complained about the inclusion of the County Chairmen in petitioners’ regression analysis, fearing that the fact that they were disproportionately white would skew the salary statistics to show whites earning more than blacks. Yet, because the regressions controlled for job title, adding County Chairmen as a variable in the regression would simply mean that the salaries of white County Chairmen would be compared with those of nonwhite County Chairmen. In any event, respondents’ own regression at trial excluded County Chairmen and revealed a differential between black and white salaries. Finally, the District Court listed nine variables that it believed were not accounted for in petitioners’ regressions. See id., at 133a. It did not, however, determine whether these variables were included in the evidence in other respects. For example, several of the “missing” variables relate to county-to-county variations, while others relate to performance, a variable expressly included in respondents’ own regression.
