No. 665, Docket 83-7767.United States Court of Appeals, Second Circuit.Argued January 25, 1984.
Decided July 3, 1984.
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[EDITORS’ NOTE: THIS PAGE CONTAINS HEADNOTES. HEADNOTES ARE NOT AN OFFICIAL PRODUCT OF THE COURT, THEREFORE THEY ARE NOT DISPLAYED.]Page 748
Judith P. Vladeck, New York City (Joseph J; Garcia, Vladeck, Waldman, Elias Engelhard, New York City, of counsel), for plaintiffs-appellants.
Lillian Z. Cohen, Asst. Atty. Gen., New York City (Robert Abrams, Atty. Gen., Melvyn R. Leventhal, Stanley A. Camhi, Michael Tietz, Asst. Attys. Gen., New York City, of counsel), for defendants-appellees.
Appeal from the United States District Court for the Eastern District of New York.
Before MANSFIELD, PIERCE and WINTER, Circuit Judges.
WINTER, Circuit Judge:
[1] A certified class of current and former female employees of the State University of New York at Stony Brook (“Stony Brook” or “the University”) appeals from a judgment entered on August 8, 1983 by Judge Pratt.[1] After a twelve-day bench trial, he held that Stony Brook had not engaged in a pattern and practice of sex discrimination. 587 F.Supp. 572 (E.D.N.Y. 1983). [2] We affirm.[3] BACKGROUND
[4] This action was commenced under Title VII of the Civil Rights Act of 1964, 42 U.S.C. § 2000e et seq. (“Title VII”) by thirty-four current and former female employees of Stony Brook. They alleged, inter alia, that Stony Brook had engaged in a system-wide pattern and practice of discrimination against teaching (“faculty”) and non-teaching professional (“NTP”) women with respect to virtually all conditions of employment including recruitment, hiring, placement at hire, promotion, tenure, and salary.
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Brook there exists a system-wide pattern and practice of discrimination based on sex.” 587 F.Supp. 571, 574 (E.D.N.Y. 1983). The class certified consisted of:
[6] After class certification, the parties and the district court agreed to a bifurcated trial in which the class issue of a pattern and practice of system-wide discrimination would be tried first, while trial of the claims of the individual plaintiffs would await final adjudication of the class claim. [7] The system-wide, pattern and practice claim proceeded to trial after five years of discovery. The evidence consisted largely of testimony and documents concerning the structure and efficacy of Stony Brook’s affirmative action program, anecdotal testimony concerning individual cases of discrimination, and experts’ reports based largely on statistical data. [8] Judge Pratt’s decision, 587 F.Supp. 572, familiarity with which is assumed, dismissed the complaint as to the class claims and directed that judgment be entered under Fed.R.Civ.P. 54(b). Conceding that “plaintiff’s statistics … show[ed] that Stony Brook’s work force [was] `sex-stratified’, in that women [were] distributed primarily in lower-level … teaching and administrative positions,” id. at 576, he nevertheless concluded that this stratification was not the result of Stony Brook’s use of gender tainted criteria or of facially neutral criteria that are not job-related and fall disproportionately upon women. Rather, he found that it was largely the result of historic and social conditions over which the defendants had no control. [9] Plaintiffs have appealed this judgment and have briefed their claims relating to faculty and NTP placement at hire, faculty tenure and promotion decisions, awards of tenure to faculty at hire, and faculty and NTP salaries. They have not briefed their claims relating to hiring and recruitment or comparable worth. We consider these latter claims abandoned on appeal.all women who in the past may have been or in the future may be discriminated against on the basis of sex by defendants’ practices with respect to recruiting, hiring, termination, job assignment, promotion, compensation, and other terms, privileges, and benefits of employment and who either (1) have been employed by Stony Brook as a teaching or non-teaching professional at any time on or after February 11, 1974, or (2) may be so employed by Stony Brook in the future, or (3) once unsuccessfully applied for employment as a teaching or non-teaching professional with Stony Brook at any time on or after February 11, 1974, or (4) who may apply for such employment in the future. Id. at 575.
[10] DISCUSSION[11] 1. Claims of Legal Error
[12] We deal here with familiar legal principles. In order to prevail on their claim of a pattern and practice of discrimination, plaintiffs had to show by a preponderance of the evidence that Stony Brook’s “standard operating procedure — the regular rather than the unusual practice” is to discriminate on the basis of sex. International Brotherhood of Teamsters v. United States, 431 U.S. 324, 336, 97 S.Ct. 1843, 1855, 52 L.Ed.2d 396 (1977).
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fact refute not only the use of gender-tainted criteria but also the use of facially neutral criteria that are not job related but have a disparate impact upon women. Indeed, at several places in his opinion, he utilizes disparate impact analysis in concluding that prior experience, prior academic rank, and prior tenure are job related criteria. 587 F.Supp. at 585. In light of the explicit consideration of this claim, we perceive no significance in the isolated use of the word “solely.”
[14] The second claim of error of law is that Judge Pratt failed to apply to universities the legal obligations applicable to other employers under Title VII. Plaintiffs argue that he treated universities as a preferred, protected class of employer and point in particular to his statement that a university’s “treatment of minorities cannot be evaluated in the same manner as that of, say, a trucking company or factory that can hire many people with less differentiated qualifications.” 587 F.Supp. at 584. [15] Although we agree that the legal obligations generally applicable to employers under Title VII are fully applicable to universities, we do not agree that Judge Pratt held universities to a less rigorous standard. His statement merely pointed out that generalized statistical data may be less persuasive evidence of discrimination where an employer hires “highly educated, specially qualified people” 587 F.Supp. at 584 on a decentralized basis than where the positions in question involve general skills and a central office does the hiring. His statements thus had to do with the logical strength of the inferences which may be drawn from certain kinds of statistics rather than with the legal duty imposed upon particular employers. [16] Where uncoordinated and independent employment decisions are made by different persons, statistics as to hiring by the overall entity may be less significant in demonstrating bias than where a single office makes all employment decisions. Zahorik v. Cornell University, 729 F.2d 85, 92 (2d Cir. 1984). For example, one can draw stronger inferences about hiring criteria when persons are hired or not hired by a central office than when they are hired or not hired by different offices. The same is true when highly specialized jobs are in issue, as opposed to identical positions requiring only general skills. This is so, not because specialists are protected less by Title VII, but because the availability pool for certain specialized positions may be very small. As the size of the sample population declines, we can be less confident of the validity of statistical proof, because pure chance may produce a sample that deviates from population norms. [17] We also recognize the possibility that the sex characteristics of a particular availability pool may differ from those of the general population because of prior discrimination by entities other than Stony Brook. However, Title VII imposes on Stony Brook only the duty to refrain from using non-job-related criteria that may perpetuate such prior discrimination. Griggs v. Duke Power Co., 401 U.S. at 430-31, 91 S.Ct. at 853. Therefore, where a statistical disparity between men and women may be explained by taking job-related criteria such as prior work experience or prior academic rank into account, evidence of the disparity does not prove unlawful discrimination. [18] We do not suggest that statistical proof cannot be used in Title VII actions against universities. We mean only that where an employer hires specialists on a decentralized basis, litigants must either tailor the data to take that fact into account or analyze generalized statistics in light of the facts that independent, uncoordinated decisions are involved, the availability pool is a small sample, and the characteristics of the availability pool will vary from position to position. [19] 2. Claims of Factual ErrorPage 751
and the statistical data offered by plaintiffs in support of the factual claims presently before us. Again assuming familiarity with Judge Pratt’s extensive review of the evidence, we limit our discussion to the reasons why we regard his conclusions concerning the effectiveness of the affirmative action program and the limited usefulness of plaintiffs’ statistical data as not clearly erroneous.
[21] A. Stony Brook’s Affirmative Action ProgramPage 752
the good faith of Stony Brook’s affirmative action program or to provide a meaningful number of individual instances of discrimination[2] is thus a major weakness in their case. We by no means take the position that the probative impact of the existence of an affirmative action program may not be rebutted by statistical evidence alone. However, where a pattern and practice of discrimination is alleged, such evidence must be weighed in light of the failure to locate and identify a meaningful number of concrete examples of discrimination given the existence of procedures which would ordinarily cause such examples to come to light.
[29] B. Faculty and NTP Placement at HirePage 753
However, rank achieved elsewhere is relevant to an applicant’s qualification for tenure at Stony Brook, and thus may, along with other criteria, be taken into account in determining whether to award tenure to a newly-hired faculty member. Defendants’ study showed that, when prior rank is taken into account, no difference in the initial placement of men and women exists.
[35] D. Faculty and NTP SalaryPage 754
[42] Judge Pratt found that plaintiffs’ report did not prove salary discrimination. He relied in part on a report prepared by defendant’s expert, Dr. Meier, which criticized Dr. Killingsworth’s study. The design of the competing studies largely reflects the parties’ different theories of this case. As Judge Pratt noted, much of the difference between plaintiffs’ and defendants’ studies stems from Dr. Killingsworth’s omission from his regression analysis of any variable reflecting prior experience. While this is consistent with the contention that recognition of these criteria merely perpetuates prior discrimination that occurred elsewhere, Judge Pratt rightly rejected that contention on the grounds that prior experience is job related. [43] There were also other differences between Dr. Killingsworth’s and Dr. Meier’s studies. Dr. Meier’s study separately compared faculty in each of Stony Brook’s academic divisions. Dr. Killingsworth’s study, on the other hand, aggregated faculty into broader groups by fields of degree and used inconsistent aggregations. Dr. Killingsworth’s study also included the salaries of visiting faculty, lecturers, artists and performers, and other categories that Judge Pratt found not comparable to regular faculty. 587 F.Supp. at 602. [44] Even defendants’ study, however, found a smaller but statistically significant female salary disadvantage as of 1976-77.[3] Dr. Meier nevertheless argued that this figure did not prove salary discrimination. First, he pointed out that his study found no statistically significant salary disadvantage for women hired after 1972, a finding confirmed by Dr. Killingsworth’s study. Second, Dr. Meier concluded that the rate of salary increase for pre-1972 hires in every year after 1972 was either the same for men and women, or slightly favored women. [45] Thus, the statistical evidence arguably shows that defendants discriminated with respect to salary before 1972 and that a residual effect of that discrimination continues to exist. However, Dr. Meier also concluded that the salary difference resulting from inclusion of the pre-1972 group disappears when unique categories of employees such as faculty members at the defunct Education Department, artists, performers and the Nobel Laureate are excluded from the study. When these employees are excluded and results for the pre-1972 and post-1972 hires are averaged, women faced no statistically significant salary disadvantage as of the 1976-77 academic year. [46] Moreover, women faculty presently at Stony Brook who were hired before 1972 are a very small group, and easily identified individually. Nevertheless no direct evidence of discrimination as to them other than the statistical study was produced. In the context of Stony Brook’s comprehensive affirmative action program and Dr. Meier’s explanation of the disparity in salary revealed in his study, the failure to produce such direct evidence is significant. Judge Pratt’s conclusion that the statistical evidence of possible salary disparities is too insubstantial to prove a pattern and practice of discrimination is not, therefore, clearly erroneous. [47] Affirmed.Page 755
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