WIDENER, Circuit Judge:
This employment discrimination case has been remanded to us from the Supreme Court. Bazemore v. Friday, 478 U.S. 385, 400, 106 S.Ct. 3000, 3009, 92 L.Ed.2d 315 [478] (1986). We hold that at least a portion of the district court's fact-finding is clearly erroneous and remand for granting relief in part and for further proceedings in the case.
The case’s protracted procedural history and relevant facts have been restated by the Supreme Court in its opinion above. Bazemore, 106 S.Ct. at 3004-05. Accordingly, we will not review in detail all of the events leading to our present decision.
Suit was initially filed by employees of the North Carolina Agricultural Extension Service (Extension Service) in 1971 alleging race discrimination1 in employment and in the provision of services on the part of the Extension Service.2 In 1972, the United States intervened 3 and eventually the complaints were amended to add a claim under §§ 703 and 706 of Title YII of the Civil Right Act of 1964. See 42 U.S.C. §§ 2000e-2, 2000e-5. After declining to certify certain classes of plaintiffs and a single class of defendants, the court conducted a trial which lasted for about ten weeks, in which almost every aspect of the Extension Service's employment practices was scrutinized. After trial, the district court decided in favor of the Extension Service in all respects.
On appeal to this court, only certain of the district court’s many rulings were contested. Initially, we upheld the lower court’s denial of class certification. Bazemore v. Friday, 751 F.2d 662, 667-70 (4th Cir.1984), rev’d, 478 U.S. 385, 106 S.Ct. 3000, 92 L.Ed.2d 315 (1986). We also agreed with the district court that the plaintiffs had failed to show that they had been victims of a pattern or practice or other type of salary discrimination because of their race. Bazemore, 751 F.2d at 670-74. Included was the holding of the panel majority that post-Act discriminatory disparities in salaries that could be traced solely to pre-Act salary discrimination are not actionable under Title VII.4 Id. at 670. Also fundamental to our ruling was our agreement with the district court that plaintiffs’ statistics were unreliable because they failed to take account of a number of other variables that could affect the multiple regression analysis.5 Id. at 672. Finally, we rejected plaintiffs’ assertions that the Extension Service had participated in racial discrimination in the selection of county chairmen, the top administrative position in the Extension Service of the county level. Id. at 674-87. We reasoned that only the recommendations of the Extension Service should be considered rather than any of the final hiring decisions.6 Id. at 677. For this and other reasons, we affirmed the district court. 751 F.2d at 687. The Supreme Court granted certiorari and reversed our rulings on the issues referred to just above and remanded the case to us.7 Bazemore v. Friday, 478 U.S. 385, 106 S.Ct. 3000, 92 L.Ed.2d 315 (1986). Other holdings of the Court in this case will be mentioned in our discussion of the issues presented to us and discussed below.
As noted earlier, we will largely dispense with any further restatement of the facts and rely upon the detailed discussion given them in the two prior opinions.8 We deal with the issues as raised above, whether [479] the district court’s findings that the Extension Service did not discriminate in salary and selection decisions were erroneous and whether the lower court erred in not granting class certification as requested by the plaintiffs below.
In arriving at our decision on remand, it is most important to quote from the Supreme Court in its opinion, 106 S.Ct. at 3007 n. 8, that,
This lawsuit involves two distinct types of salary claims: those of employees subject to the pre-merger discriminatory pay structure and those hired after the merger of the black and white branches. If the accepted pre-1965 disparities continued for employees employed prior to 1965, then respondents violated the law. But, for employees covered by this suit who were never employed under the dual system, it is meaningless to say that the pre-1965 disparity ‘continued’ past 1972, absent (1) evidence that new disparities were created or begun after the merger that continued past 1972 or (2) evidence that new disparities were created after 1972. (Italics in original)
We follow this reasoning in our decision.
I. Salary claims of “employees subject to the pre-merger discriminatory pay structure”
Initially, in reviewing our decision, the Court noted a fundamental flaw in that portion of the panel majority’s opinion relating to the plaintiffs’ salary discrimination claims. The Court held that there is a duty on the part of an employer to eliminate any salary disparity between black and white employees that is directly traceable to pre-Act discriminatory policies. 106 S.Ct. at 3006. Thus, since the Extension Service, prior to 1965, admittedly maintained two separate, racially-segregated Extension Service branches for its employees and paid black employees less than their white counterparts, the Extension Service had an obligation to remedy any salary disparities that lingered on. This the Extension Service did not do, and accordingly its inaction constituted discrimination on account of race. For, as the Supreme Court noted, “[e]ach week’s pay check that delivered] 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 to the effective date of Title VII.” 106 S.Ct. at 3006-07. In light of the Extension Service’s earlier admission that it had not made all the adjustments necessary to remedy all disparities originating with the pre-Act racially-segregated pay scales, we think it is clear that the district court’s finding on this question is erroneous, as was our own, since those decisions were “induced by an erroneous view of the controlling legal standard_” Miller v. Mercy Hospital, Inc., 720 F.2d 356, 361 (4th Cir.1983), citing United States v. Singer Manufacturing Co., 374 U.S. 174, 194 n. 9, 83 S.Ct. 1773, 1784 n. 9, 10 L.Ed.2d 823 (1963); MacMullen v. North Carolina Electric & Gas Co., 312 F.2d 662, 670 (4th Cir.1963). Such mistakes of fact may be corrected as a matter of law. Singer, supra, 374 U.S. at 194, n. 9, 83 S.Ct. at 1784 n. 9. Accordingly, on remand, the district court will grant relief to those employees hired prior to August 1, 1965 and will determine when, if at all, the Extension Service’s continuing wage discrimination stopped. It will award those employees hired prior to August 1, 1965, the date on which the black and white branches were merged, appropriate relief subject, of course, to the applicable statute of limitation.9 For it is only this group of employees affected by the continuing effects of the Extension Service’s pre-Act dual pay system.
II
Salary claims of “those hired after the merger of the black and white branches”
The Supreme Court also pointed out our errors in evaluating plaintiffs’ statistical [480] evidence. Principally, the Court held that we were in error, as had been the district court, in not considering the statistical evidence based on multiple regressions as evidence of discriminatory payment of salaries. In particular, the Court held, at 106 S.Ct. 3009 n. 10, that the regressions here were not so incomplete as to be inadmissible as irrelevant. Both the district court and the panel majority had considered the statistical evidence of multiple regressions in substantially that light because the expert witnesses had not considered a number of variable factors considered relevant. The Supreme Court, however, held that since the regressions were not so incomplete as to be inadmissible, the “failure to include variables will affect the analysis’ probativeness and not its admissibility.” 106 S.Ct. at 3009. The Court also held that we were in error in not considering evidence presented by the plaintiffs and the government in addition to their multiple regression analyses. 106 S.Ct. at 3009-10.
The first question we must decide with relation to these claims is whether, in the light of the direction of the Court to weigh the evidence within the clearly erroneous standard, we should simply weigh all of the evidence and arrive at our conclusion, or whether we should remand any part of the case. In part I hereof, we have so weighed the evidence, directed relief as to the pre-merger employees, and required remand only as to the extent of the relief afforded. As to those salary claims presently considered, of those hired after the merger of the black and white branches, we think a remand is more appropriate because a far more reasoned weighing of evidence may be accomplished after a sorting out of the evidence pursuant to n. 8 of the Court’s opinion quoted above.
As the government aptly points out in its brief, p. 24, “[djuring the trial no evidence was presented which directly related to the question of whether the race-based salary disparities were solely attributable to the facially discriminatorily pay system in place before the 1965 merger or were also attributable to disparities created after either the merger or 1972.” In accordance with note 8 of the Court’s opinion, "... for employees covered by this suit who were never employed under the dual system, it is meaningless to say that the pre-1965 disparity continued past 1972, absent (1) evidence that new disparities were created or begun after the merger that continued past 1972, or (2) evidence that new disparities were created after 1972.” (Italics in original)
With these thoughts in mind, on remand, if the parties continue to depend on statistical analyses, they should present such evidence which factors out agents hired before August 1, 1965 and also factor out agents hired before Title VII included the Extension Service in 1972. Along the same line, other evidence presented on remand should also conform to n. 8 of the Court’s opinion.
After taking such evidence, and in consideration of that and the present record, the district court should ascertain whether or not there was any unlawful racially based salary disparity within the system, and, if so, afford appropriate relief.
We note that in considering this subject, the Court in its opinion, at 106 S.Ct. at 3010, quoted Hazelwood School District v. United States, 433 U.S. 299, 309-10 n. 15, 97 S.Ct. 2736, 2742-43 n. 15, 53 L.Ed.2d 768 (1977), and stated that “[pjroof that an employer engaged in racial discrimination prior to the effective date of Title VII might in some circumstances support the inference that such discrimination continued, particularly where relevant aspects of the decision-making process had undergone little change.” In arriving at its conclusion, the district court should take this statement of the Court into account, and also give heed to the other evidence mentioned by the Court in its opinion at 106 S.Ct. 3010.
Ill
In our opinion, we engaged in an extensive analysis of the evidence as it respected the Extension Service concerning the contentions of those who claimed they had been discriminated against in promotions to county chairmen. We based our [481] opinion on the actions of the Extension Service alone, rather than the action of the Extension Service in conjunction with the action of a county in promoting an employee to a county chairman. We examined the act of recommending or not recommending on the part of the Extension Service. 751 F.2d at 675. Because the agreement of the Extension Service and the county commissioners was required in order to fill the vacancy for county chairman, the Court held that we erred because we considered "... solely the recommendations made by the Extension Service rather than the final hiring decisions in which the Extension Service and county acted together." 106 S.Ct. 3003, note 3. The only other identification of error in our opinion with respect to the hiring of county chairmen is at 106 S.Ct. 3011. There, the Court held, in discussing the class action aspect of the case, with respect to a plaintiffs' class action, that we had applied the same reasoning to the charge of discrimination in hiring county chairmen that we had applied in affirming the denial of the class action, that is to say, we did not feel that the claims would be typical against various counties. The Court held that the claims were typical and required us to direct that a class of plaintiffs be certified if the other requirements of Rule 23 were met, 106 S.Ct. at 3012, which we do later in this opinion. And, we should add, in that part of the opinion discussing our affirmance of the denial of certification of a class of defendants, the Court stated that "whether an individual county acted intentionally with the Extension Service in setting salaries or in selecting county chairmen in a discriminatory manner is an issue that once decided with respect to a particular county could not `be dispositive of the interests of the other members of the class.'" 106 S.Ct. at 3012.
Thus, our analysis of the evidence, at 751 F.2d 674-87, stands and remains the law in this appeal. - But, that is not the end of the matter. As the Court has pointed out, we erred in applying the non-discriminatory decisions of the Extension Service with respect to the hiring of county chairman to the joint decisions of the Extension Service and the counties in actually completing the hiring.
On remand, it will be necessary for the district court, if called upon by the parties, as it doubtless will be, to examine each of the hiring decisions made in the State during the relevant periods of time.
After considering that evidence and the present record, the district court will decide what relief, if any, is appropriate, and award it.
Iv
The Court also reversed our decision in affirming the district court as it declined to certify a class of plaintiffs. It agreed with the dissenting opinion of Judge Phillips, 751 F.2d at 688, that the claims of the named plaintiffs were typical of other black employees who may have been paid less or denied promotions to chairmen. 106 S.Ct. at 3011.
As the Court surmised in its opinion, and as Judge Phillips points out in his dissenting opinion, the other prerequisites of Rule 23, numerosity, commonality of issues, and adequacy of representation, were well established.
Accordingly, the decision of the district court not to certify a class of plaintiffs is reversed.
On remand, the district court will certify a class of "all black employees of the Extension Service on or after November 18, 1971." 106 S.Ct. at 3011.
We do not leave this subject, however, without the following discussion. No contention has been made in this case, at least since it initially came to us, of any black employees discriminated against other than those in the county chairman line of progression, that is to say, county chairman, county agent, assistant county agent, and associate county agent. We have looked through the voluminous record and find no agreement or court order so limiting the area of disagreement in the case, but numerous references in the briefs, exhibits, and court papers lead us to believe there was at least tacit agreement that the proof in the case would be so limited to professional employees and, among those, county chairman, county agent, associate county agent, and assistant county agent. On re- [482] mane, uniess it otnerwise is maae to appear to the district court that such is not the case, it will be a sufficient compliance with the opinion of the Supreme Court if it certifies a class of all black county chairmen, county agents, associate county agents, and assistant county agents, since November 18, 1971. Any further complaining about the makeup of the class should thus be blamed on us and not on the district court, and we hasten to add that we do not seek to do other than comply with the mandate of the Supreme Court with alacrity rather than with reluctance.
V
We invite the attention of the district court to note 1 of the Court's opinion, at 106 S.Ct. at 3002, where it is stated that "ii, on remand, it is finally determined that pre-1965 salary disparities did continue past the date of the merger to a time for which recovery is not barred by the applicable statute of limitations, the courts below will have to decide private petitioners' constitutional claims."
Since the date, if any, the pre-1965 discriminatory salary disparities ended has not been ascertained, on remand the district court will decide the constitutional question if appropriate.
VI
The claims of the individuals considered by the district court were not really pursued on appeal other than in the context of a pattern and practice or class action suit, and were affirmed by us in our initial opinion. 751 F.2d at 670. They were not addressed by the Supreme Court in its opinion. In many circumstances, they should not be further considered. See Goodman v. Schlesinger, 584 F.2d 1325 (4th Cir.1978). In Goodman, however, the district court had considered all of the evidence of the plaintiff as if the action had been tried as a class action, and we took no exception to its findings as such. In the case before us, the district court considered the evidence in the case as a pattern and practice case, essentially the same consideration it would have given had the case proceeded as a class action. But the district court erroneously considered the evidence, and it is possible that the district court will come to a different conclusion upon reconsideration after remand from the Supreme Court and this court.
In the case before us, as we acknowl edged in our earlier opinion, 751 F.2d a 575, if the district court, on remand, shoul find there has been class discrimination or a pattern and practice of discrimination, the claims of some or all of the named plaintiffs, as well as others in the class, shouk be adjudicated under a different proof scheme than the one used in the first trial The claims of class members, including thE individual plaintiffs, should be adjudicate under a different evidentiary rule, that is to say, it will be considered that they havE made out a prima facie case of discrimina tion should it be determined there has beer class discrimination or a pattern and prac tice thereof. Teamsters v. United States 431 U.S. 324, 359, 97 S.Ct. 1843, 1866, 52 L.Ed.2d 396 (1971). Thus, the burder would shift to the employer to prove plain tiffs were not victims of discrimination, Teamsters, id. at 359, 97 S.Ct. at 1866.
The judgment against the individual plaintiffs, therefore, must be vacated and these claims remanded also for reconsideration by the district court. We express no opinion on the validity of these claims upon reconsideration, and are mindful of the fact that these claims were denied for various reasons, both procedural and substantive. If the district court should find class or pattern and practice discrimination, it should reconsider such of those claims, as are not otherwise barred, under the different proof scheme, that they have established a prima facie case. If not, absent anything else, it may simply affirm its original decision.
To sum it up, on remand, the district court will (1) ascertain the proper amount of relief to those employees hired prior to August 1, 1965; (2) certify a class of plaintiffs as previously set forth in this opinion and in the opinion of the Supreme Court; (3) take whatever evidence is appropriate, and, in consideration of that evidence and the present record, arrive at its decision.
Accordingly, the judgment of the district court is
[483] AFFIRMED IN PART, REVERSED IN PART, AND REMANDED.