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The petitioner Hazelwood School District covers 78 square miles in the northern part of St. Louis County, Mo. … Hazelwood was formed from 13 rural school districts between 1949 and 1951 by a process of annexation. By the 1967-1968 school year, 17,550 students were enrolled in the district, of whom only 59 were Negro; the number of Negro pupils increased to 576 of 25,166 in 1972-1973, a total of just over 2%.

From the beginning, Hazelwood followed relatively unstructured procedures in hiring its teachers. Every person requesting an application for a teaching position was sent one, and completed applications were submitted to a central personnel office, where they were kept on file. During the early 1960’s the personnel office notified all applicants whenever a teaching position became available, but as the number of applications on file increased in the late 1960’s and early 1970’s, this practice was no longer considered feasible. The personnel office thus began the practice of selecting anywhere from 3 to 10 applicants for interviews at the school where the vacancy existed. The personnel office did not substantively screen the applicants in determining which of them to send for interviews, other than to ascertain that each applicant, if selected, would be eligible for state certification by the time he began the job. Generally, those who had most recently submitted applications were most likely to be chosen for interviews.

Interviews were conducted by a department chairman, program coordinator, or the principal at the school where the teaching vacancy existed. Although those conducting the interview did fill out forms rating the applicants in a number of respects, it is undisputed that each school principal possessed virtually unlimited discretion in hiring teachers for his school. The only general guidance given to the principals was to hire the "most competent" person available, and such intangibles as "personality, disposition, appearance, poise, voice, articulation, and ability to deal with people" counted heavily. The principal’s choice was routinely honored by Hazelwood’s Superintendent and the Board of Education.

In the early 1960’s Hazelwood found it necessary to recruit new teachers, and for that purpose members of its staff visited a number of colleges and universities in Missouri and bordering States. All the institutions visited were predominantly white, and Hazelwood did not seriously recruit at either of the two predominantly Negro four-year colleges in Missouri. As a buyer’s market began to develop for public school teachers, Hazelwood curtailed its recruiting efforts. For the 1971-1972 school year, 3,127 persons applied for only 234 teaching vacancies; for the 1972-1973 school year, there were 2,373 applications for 282 vacancies. A number of the applicants who were not hired were Negroes.

Hazelwood hired its first Negro teacher in 1969. The number of Negro faculty members gradually increased in successive years: 6 of 957 in the 1970 school year; 16 of 1,107 by the end of the 1972 school year; 22 of 1,231 in the 1973 school year. By comparison, according to 1970 census figures, of more than 19,000 teachers employed that year in the St. Louis area, 15.4% were Negro. That percentage figure included the St. Louis City School District, which in recent years has followed a policy of attempting to maintain a 50% Negro teaching staff. Apart from that school district, 5.7% of the teachers in the county were Negro in 1970. …

The District Court ruled that the Government had failed to establish a pattern or practice of discrimination. The court was unpersuaded by the alleged history of discrimination, noting that no dual school system had ever existed in Hazelwood. The statistics showing that relatively small numbers of Negroes were employed as teachers were found nonprobative, on the ground that the percentage of Negro pupils in Hazelwood was similarly small. The court found nothing illegal or suspect in the teacher-hiring procedures that Hazelwood had followed. Finally, the court reviewed the evidence in the 55 cases of alleged individual discrimination, and after stating that the burden of proving intentional discrimination was on the Government, it found that this burden had not been sustained in a single instance. Hence, the court entered judgment for the defendants.

The Court of Appeals for the Eighth Circuit reversed. After suggesting that the District Court had assigned inadequate weight to evidence of discriminatory conduct on the part of Hazelwood before the effective date of Title VII, the Court of Appeals rejected the trial court’s analysis of the statistical data as resting on an irrelevant comparison of Negro teachers to Negro pupils in Hazelwood. The proper comparison, in the appellate court’s view, was one between Negro teachers in Hazelwood and Negro teachers in the relevant labor market area. Selecting St. Louis County and St. Louis City as the relevant area, the Court of Appeals compared 1970 census figures, showing that 15.4% of teachers in that area were Negro, to the racial composition of Hazelwood’s teaching staff. In the 1972-1973 and 1973-1974 school years, only 1.4% and 1.8%, respectively, of Hazelwood’s teachers were Negroes. This statistical disparity, particularly when viewed against the background of the teacher-hiring procedures that Hazelwood had followed, was held to constitute a prima facie case of a pattern or practice of racial discimination. …

This Court’s recent consideration in Teamsters v. United States of the role of statistics in pattern-or-practice suits under Title VII provides substantial guidance in evaluating the arguments advanced by the petitioners. In that case we stated that it is the Government’s burden to "establish by a preponderance of the evidence that racial discrimination was the [employer’s] standard operation procedure – the regular rather than the unusual practice." We also noted that statistics can be an important source of proof in employment discrimination cases … . Where gross statistical disparities can be shown, they alone may in a proper case constitute prima facie proof of a pattern or practice of discrimination. …

The record in this case showed that for the 1972-1973 school year, Hazelwood hired 282 new teachers, 10 of whom (3.5%) were Negroes; for the following school year it hired 123 new teachers, 5 of whom (4.1%) were Negroes. Over the two-year period, Negroes constituted a total of 15 of the 405 new teachers hired (3.7%). …

What the hiring figures prove obviously depends on the figures to which they are compared. The Court of Appeals accepted the Government’s argument that the relevant comparison was to the labor market area of St. Louis County and the city of St. Louis, in which, according to the 1970 census, 15.4% of all teachers were Negro. The propriety of that comparison was vigorously disputed by the petitioners, who urged that because the city of St. Louis had made special attempts to maintain a 50% Negro teaching staff, inclusion of that school district in the relevant market area distorts the comparison. Were that argument accepted, the percentage of Negro teachers in the relevant labor market area (St. Louis County alone) as shown in the 1970 census would be 5.7% rather than 15.4%.

The difference between these figures may well be important; the disparity between 3.7% (the percentage of Negro teachers hired by Hazelwood in 1972-1973 and 1973-1974) and 5.7% may be sufficiently small to weaken the Government’s other proof, while the disparity between 3.7% and 15.4% may be sufficiently large to reinforce it. …

It is thus clear that a determination of the appropriate comparative figures in this case will depend upon further evaluation by the trial court. As this Court admonished in Teamsters: "[S]tatistics … come in infinite variety … . [T]heir usefulness depends on all of the surrounding facts and circumstances." Only the trial court is in a position to make the appropriate determination after further findings. And only after such a determination is made can a foundation be established for deciding whether or not Hazelwood engaged in a pattern or practice of racial discrimination in its employment practices in violation of the law.

We hold, therefore, that the Court of Appeals erred in disregarding the post-Act hiring statistics in the record, and that it should have remanded the case to the District Court for further findings as to the relevant labor market area and for an ultimate determination of whether Hazelwood engaged in a pattern or practice of employment discrimination after March 24, 1972. Accordingly, the judgement is vacated, and the case is remanded to the District Court for further proceedings consistent with