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ANDERSON, Circuit Judge: Plaintiffs-appellants, who represent a class of black children and their parents residing in Talladega County, Aabama, brought this suit against the Talladega County Board of Education, its individual members, and the Talladega County School Superintendent (collectively referred to as “the Board”). Plaintiffs challenge several actions the Board took in the course of its recent efforts to restructure its school system. They claim that in taking these actions, the Board violated the Fourteenth Amendment equal protection clause, Title VI of the Civil Rights Act of 1964, the United States Department of Education regulations promulgated pursuant to Title VI, the First Amendment, and Aabama Code § 36-12-40 (“the Aabama Open Records Act”), and committed breach of contract. The district court dismissed plaintiffs’ First Amendment, breach of contract, and Aabama Code § 36-12-40 claims; refused to require defendants-appellees to provide discovery regarding any matter prior to the 1985-86 school year; denied plaintiffs’ request to supplement the record on remand after a previous appeal; and, after a trial on the claims, decided that plaintiffs had failed to demonstrate any Fourteenth Amendment equal protection clause, Title VI, or Title VI regulations violation. Plaintiffs appeal, arguing that the district court’s decisions were erroneous. For the following reasons, we affirm in part, vacate in part, and remand the case to the district court. I. FACTS The Talladega County Board of Education has had a long history of involvement in school desegregation litigation. In 1963, black parents residing in Alabama filed Lee v. Macon County Board of Education on behalf of black school children, in an effort to desegregate Alabama’s public schools. In 1967, a three-judge district court held that an unconstitutional, segregated school system was being maintained throughout the state. The court ordered state-wide desegregation and directed each school system within the state to adopt a desegregation plan consistent with standards laid out in the court’s order. Talladega County submitted a school desegregation plan to the district court and the plan was approved, as supplemented and modified, on February 3, 1970. For over a decade, the Talladega County public schools operated under federal court supervision. On November 7,1983, however, the Talladega County Board of Education filed a motion requesting that the district court relinquish jurisdiction over the Tallade-ga County schools. See Lee v. Talladega County Board of Education, 963 F.2d 1426, 1428 (11th Cir.1992), cert. denied, — U.S. -, 113 S.Ct. 1257, 122 L.Ed.2d 655 (1993). The Board later amended its motion by filing a resolution, adopted on November 22, 1983, stating that the Board would operate the school system “at all times so as to conform with the United States Constitution, laws passed by Congress, and all previous orders of’ the district court. See id.; Plaintiffs’ Trial Exhibit 49. On March 13,1985, federal court supervision of the Talladega County schools came to a close when the district court, pursuant to a Joint Stipulation of Dismissal, declared the Talladega County school system unitary and dismissed the Lee v. Macon County case as applied to Tallade-ga County (“the County”). All the actions plaintiffs challenge in this case were taken after the district court declared the Talladega County school system unitary. The actions challenged principally involved four Talladega County Schools: the Talladega County Training High School (“the Training School”), the Jonesview Elementary School, the Idalia Elementary School, and the Hannah Mallory Elementary School. To evaluate the challenged actions, it is important to understand the history of each school; therefore, we provide short descriptions of the schools’ racial and grade compositions. The Training School is an historically black school which continued to have a virtually all-black student population up to the time of trial. At the time of trial, the Training School served grades K-12. Jonesview was an historically white grades K-6 school; the proportion of black students at the school increased during the 1980’s and in the 1988-89 school year the school was 65% black. Idalia was historically a white grades K-6 school located in a white community. In 1986 the Idalia facility burned down; Idalia’s K-4 students thereafter attended school in portable classrooms at the Idalia site, while its grade 5 and grade 6 students were transferred to another middle school. During the 1988-89 school year, Idalia’s K-4 student population was 46% black. Hannah Mallory was an historically black grades K-6 school until 1985, when it was closed; its student population was 100% black during that year. On July 22, 1985 — shortly after the district court relinquished jurisdiction over the Tal-ladega County schools — the Board adopted a resolution to close the Hannah Mallory Elementary School. Talladega County School Superintendent Lance Grissett thereafter subdivided the Hannah Mallory attendance zone into three parts. One section was assigned to the Jonesview school zone, another section was assigned to the Childersburg school zone, and the third section was assigned to the Training School zone. The majority of Hannah Mallory students were assigned to the Training School, and portable classrooms were needed at the Training School to accommodate the incoming students. The portion of the old Hannah Mallory attendance zone that became a new Training School K-6 zone was not contiguous with the rest of the Training School’s K-6 zone, although it was contiguous with an existing Training School 7-12 zone. Two years after the closing of Hannah Mallory, in June 1987, the Board approved the purchase of a site immediately adjacent to the Idalia school for the construction of a new, 500-pupil consolidated elementary school, to be named the Stemley Bridge Road School. According to the Board’s plan, grades K-6 at the Training School would be discontinued and the Jonesview school would be closed. Then, areas previously assigned for grades K-6 to the Training School, Jonesview, and Idalia, would be assigned to the new consolidated school. While the Board decided to close grades K-6 at the Training School, it did not plan to close the other Training School grades. Rather, it intended to renovate the Training School for continued use as a grades 7-12 facility. By the time of trial, the Board had stated that it would spend $500,000 on the Training School renovations. Students residing in the former Jonesview K-6 and Training School K-6 zones were to attend the renovated Training School for grades 7-12. As of the time of trial, the Board had not finally decided where it would assign Stemley Bridge Road School graduates who resided in the former Idalia zone. It had decided, however, that many of them would not attend the Training School for junior high and high school, but instead would attend Drew Middle School for grades 7-8 and Lincoln High School for grades 9-12. The closing of Hannah Mallory and the carrying out of the Stemley Bridge Road School construction plans took place in the context of a somewhat unstable student population. The white student population was particularly unstable. In recent years adjacent school districts had made several attempts to annex portions of the Talladega County school district that contained large proportions of white students. In 1982 or 1983 the Oxford City school system had attempted to annex a part of the Talladega County school district, an action that would have removed a large number of white students from a majority-white attendance zone. In 1984, the city of Sylacauga had sought to annex portions of the Talladega County school district that contained a large proportion of white students, and in 1986 the city made a similar attempt. While all three annexation attempts failed, and thus did not actually result in the loss of white students from the County school system, the County system was losing white students through another route: a number of white students, although still residing in the County, were arranging to attend school in neighboring school systems. Most often the white students crossing school system lines resided in majority-black attendance zones such as the Training School’s. The district court found, and neither party disputes, that “significant numbers of white students who reside within the Talladega County Training School zone attend public schools in the Tal-ladega City School system.” R2-93-10. Plaintiffs produced evidence at trial, and no one disputes, that an average of 68 white students per year attended Jonesview from 1984-85 through 1988-89, while during those years the Training School, to which Jones-view students are assigned for grades 7-12, had an average of only 17 white students per year in grades 7-12. The Board took active steps to prevent the annexation attempts. In response to the Oxford City annexation attempt, the Board filed a motion in the Lee v. Macon County litigation in an effort to stop the annexation. In response to the first Sylacauga annexation attempt, the Board sought the assistance of the Justice Department to stop the annexation, and in response to the second attempt the Board passed a resolution authorizing the Superintendent and the Board’s attorney to take all appropriate steps to prevent the annexation. The Superintendent met with the Sylacauga mayor, City Attorney, and City Clerk, and contacted the County’s legislative delegation regarding the renewed annexation attempt. Although every student leaving the Talladega County school system, whether by annexation or by interdistrict transfer, cost the school district state and local funds of approximately $3000 per student per school year, the Board did not make a comparable effort to stop the loss of white students through zone-jumping. As the Board was carrying out its school restructuring plans, a group of black parents became concerned about the changes. While the Board did not divulge the specifics of its plans to the general public, these parents had learned from the newspaper that property had been purchased at the Idalia site for the purpose of building a school. The parents also saw in the newspaper a list of bids for the renovation of several schools which did not include the Training School. The parents were troubled because they perceived that the Board was neglecting the Training School and they feared that the Board planned to close the Training School entirely. In early 1988, the black parents made several written attempts to inform the School Superintendent and the Board of their desire to present their concerns at a Board meeting. Superintendent Grissett responded to one letter, and Dr. Morris, the Board president, responded to another, but at least one of the letters was not answered by either the Superintendent or any Board member. Dr. Morris’s letter did not disclose the Board’s plan to close grades K-6 of the Training School, although the parents’ letter had expressed concern that the Training School would be closed, and the plan to close grades K-6 had already been made at the time Dr. Morris wrote his response. Over the course of the year, the parents made a number of unsuccessful attempts to obtain information regarding the Board’s school restructuring plans. The group attempted to obtain from the Board a copy of its desegregation plan and subsequent compliance and status reports, but no one responded to their written request. The group wrote to the principals of Idalia, Jonesview, and the Training School requesting student and faculty assignment data, but none of the requested information was provided. In a letter dated May 18, 1988, counsel for the parents contacted the Board’s attorney and requested information regarding new construction and school closing plans with respect to the Training School, Jonesview, and Idalia. In his written response of June 23, 1988, the Board’s attorney did not inform the parents of the Board’s plan, already approved by the state, to close grades K-6 at the Training School. The Board’s attorney also stated that the Board had no plans to change the use of the Jonesview School, although the Board at that time had already planned to close the school. Finally, two parents attempted to obtain copies of minutes of the Board’s meetings. On May 12, 1988, the Board had passed a resolution prohibiting the recording of its proceedings in any manner by anyone other than the official Board secretary. Subsequently, on June 28, 1988, and again on August 12, 1988, Barbara English and Augustus Elston went to the Board of Education office and requested copies of the official Board minutes. They were not allowed to make copies on either occasion. II. PROCEDURAL HISTORY On December 5, 1988, plaintiffs, represent ing a class of black children and their parents residing in Talladega County, Alabama, brought suit against the Talladega County Board of Education, its individual members, and the Talladega County School Superintendent, claiming that defendants’ recent actions violated the Fourteenth Amendment equal protection clause, Title VI of the Civil Rights Act of 1964, the United States Department of Education regulations promulgated pursuant to Title VI, the First Amendment, and Alabama Code § 36-12-40 (“the Alabama Open Records Act”), and that certain of defendants’ actions constituted a breach of contract. See Rl-1. On the same day, plaintiffs moved for a preliminary injunction to prohibit the Board from beginning construction of the Stemley Bridge Road School on the property adjacent to the Idalia site. See Rl-6. On December 12, 1988, defendants moved to dismiss the complaint, and to deny the plaintiffs’ motion for a preliminary injunction. See Rl-7, 10. On December 29, T988, the district court dismissed the First Amendment claim, the Alabama Open Records Act claim, and the breach of contract claim. See Rl-13. The district court also denied plaintiffs’ motion for a preliminary injunction, and ruled that evidence of events occurring before March 13, 1985, the date of the order declaring that the Talladega County school system had attained unitary status, would not be considered. See id. On January 10, 1989, the district court denied the plaintiffs’ motion for admission pro hoc vice of three attorneys from the NAACP Legal Defense Fund, on the ground that a victory for the plaintiffs might result in an undue burden on Talladega County taxpayers. See Rl-20. On January 30, 1989, the district court allowed the pro hoc vice admission of one attorney. See Rl-30. On May 26, 1989, plaintiffs moved to add the Talladega City Board of Education (“the City Board”) as a defendant. See Rl-62. On June 1, 1989, the district court denied the motion on the ground that it was filed after the court’s May 5, 1989 deadline for adding parties. See Rl-63. After a trial held on August 21, 22, and 23, 1989, on the Fourteenth Amendment and Title VI claims, the district court determined that defendants had not acted with discriminatory intent, that their actions did not have a discriminatory effect on blacks, and that defendants had offered legitimate, non-discriminatory reasons for their actions. The district court therefore concluded that plaintiffs had failed to demonstrate any violation of the Fourteenth Amendment, Title VI, or the Title VI regulations, and thus denied them relief on any of these claims. See R2-93. Plaintiffs appealed the district court’s denial of relief, and on April 30, 1991, this court per curiam vacated the judgment of the district court, holding that it had abused its discretion in denying pro hoc vice admission of two of the. NAACP Legal Defense Fund attorneys and in denying plaintiffs’ motion to add the Talladega City Board of Education as a party defendant, 933 F.2d 1020. See R2-106. We remanded with directions that the district court grant the motion for leave to add the City Board as a party, grant the motion for admission pro hoc vice of the two attorneys, permit any additional discovery that was necessary, and conduct any additional evidentiary hearings determined to be appropriate. See id. On remand, the district court admitted plaintiffs’ two additional attorneys and added the Talladega City Board of Education as a party defendant. See R2-111. The district court limited the consideration of additional evidence to that which the plaintiffs could prove only because of the presence of the City Board in the lawsuit or only because of the assistance of the two additional NAACP Legal Defense Fund attorneys. See R2-114. The district court refused to reconsider its initial decisions to dismiss the breach of contract, First Amendment, and Alabama Open Records Act claims, or its limitation on discovery regarding events occurring prior to the 1985-86 school year. See R2-117. The court also ruled that it would not receive evidence of events occurring after the close of the evidence in the August 1989 trial. See id. The district court scheduled a supplementary hearing on January 16,1992, so that plaintiffs might offer any evidence not precluded by the court’s limitations. See id. Stating that they had no additional evidence to offer in the categories or time frame prescribed by the district court, the plaintiffs moved to cancel the supplementary hearing. See R2-126. On January 7,1992, the district court granted that motion. See R2-127. It then adopted the Findings of Fact and Conclusions of Law it had entered on September 19, 1989, following the August 1989 trial, and entered final judgment in favor of the defendants. See id.; R2-128. Plaintiffs now appeal, arguing that the district court erred in deciding that they had failed to demonstrate any Fourteenth Amendment, Title VI, or Title VI regulations violation; in dismissing their breach of contract, First Amendment, and Alabama Open Records Act claims; in refusing to require defendants to provide discovery regarding any matter prior to the 1985-86 school year; and in denying their request to supplement the record on remand after the first appeal. III. STANDARDS OF REVIEW We review the district court’s findings of fact for clear error. Fed.R.Civ.P. 52(a); Newell v. Prudential Ins. Co. of America, 904 F.2d 644, 649 (11th Cir.1990) (citations omitted). A finding is clearly erroneous when “ ‘although there is evidence to support it, the reviewing court on the entire evidence is left with the definite and firm conviction that a mistake has been committed.’ ” Anderson v. Bessemer City, 470 U.S. 564, 573, 105 S.Ct. 1504, 1511, 84 L.Ed.2d 518 (1985) (quoting United States v. United States Gypsum Co., 333 U.S. 364, 395, 68 S.Ct. 525, 542, 92 L.Ed. 746 (1948)). We review the district court’s legal conclusions de novo. Newell, 904 F.2d at 649 (citations omitted). More specifically, we review the district court’s findings as to whether the Board engaged in intentional discrimination for clear error, see Pullman-Standard v. Swint, 456 U.S. 273, 286, 102 S.Ct. 1781, 1789, 72 L.Ed.2d 66 (1982), and we review the district court’s fact findings relevant to the Title VI regulations disparate impact inquiry for clear error. However, we review de novo the legal significance attributed to these findings by the district court. We also review de novo the dismissals of the breach of contract claim and the First Amendment claim for failure to state a claim. We review the district court’s refusal to exercise pendent jurisdiction over the Alabama Open Records Act claim for abuse of discretion. See Phillips v. Smalley Maintenance Services, Inc., 711 F.2d 1524, 1531 (11th Cir.1983). We also review for abuse of discretion the district court’s orders denying plaintiffs’ request to supplement the record on remand and refusing to require defendants to comply with discovery requests regarding events occurring prior to the 1985-86 school year. IV. DISCUSSION A FOURTEENTH AMENDMENT AND TITLE VI CLAIMS On appeal, plaintiffs argue that the district court erred in determining that not one of four challenged Board actions violated either the Fourteenth Amendment equal protection clause or the Title VI implementing regulations. First, they challenge as error the district court’s failure to deem discriminatory the closing of Training School grades K-6 and the siting of the Stemley Bridge Road School adjacent to Idalia instead of at the Training School. Second, they claim that the district court should have deemed discriminatory the Board’s failure to channel all Stemley Bridge Road School graduates to the Training School for grades 7-12. Third, they contend that the district court should have declared discriminatory defendants’ failure to prevent white school children residing in the Training School 7-12 zone from transferring out of the Talladega County school system and into the Talladega City system. Finally, they challenge as error the district court’s failure to declare discriminatory the Board’s assigning the majority of the Hannah Mallory children to the Training School via a non-contiguous attendance zone. 1. Legal Standards The Fourteenth Amendment equal protection clause provides that “[n]o State shall ... deny to any person within its jurisdiction the equal protection of the laws.” U.S. Const, amend. XIV, § 1. To establish an equal protection clause violation, a plaintiff must demonstrate that a challenged action was motivated by an intent to discriminate. See, e.g., Village of Arlington Heights v. Metropolitan Hous. Dev. Corp., 429 U.S. 252, 265, 97 S.Ct. 555, 563, 50 L.Ed.2d 450 (1977); Washington v. Davis, 429 U.S. 229, 239-48, 96 S.Ct. 2040, 2047-52, 48 L.Ed.2d 597 (1976). Discriminatory intent may be established by evidence of such factors as substantial disparate impact, a history of discriminatory official actions, procedural and substantive departures from the norms generally followed by the decision-maker, and discriminatory statements in the legislative or administrative history of the decision. Arlington Heights, 429 U.S. at 265-69, 97 S.Ct. at 563-65. Discriminatory intent may be found “even where the record contains no direct evidence of bad faith, ill will or any evil motive on the part of public officials.” Williams v. City of Dothan, Ala., 745 F.2d 1406, 1414 (11th Cir.1984). Title VI of the Civil Rights Act of 1964 provides that “[n]o person in the United States shall, on the ground of race, color, or national origin, be excluded from participation in, be denied the benefits of, or be subjected to discrimination under any program or activity receiving Federal financial assistance.” 42 U.S.C. § 2000d. While Title VI itself, like the Fourteenth Amendment, bars only intentional discrimination, the regulations promulgated pursuant to Title VI may validly proscribe actions having a disparate impact on groups protected by the statute, even if those actions are not intentionally discriminatory. See Guardians Ass’n v. Civil Service Comm’n of New York City, 463 U.S. 582, 584 n. 2, 103 S.Ct. 3221, 3223 n. 2, 77 L.Ed.2d 866 (1983); Alexander v. Choate, 469 U.S. 287, 292-94, 105 S.Ct. 712, 716, 83 L.Ed.2d 661 (1985); Georgia State Conference of Branches of NAACP v. State of Georgia, 775 F.2d 1403, 1417 (11th Cir.1985). The United States Department of Education (“the Department of Education”) has promulgated regulations pursuant to Title VI that prohibit recipients of its funds from taking certain actions to the extent that those actions have a disparate impact on groups protected by the statute. The Board receives some of its funding from the Department of Education, and is therefore subject not only to the duty of nondiscrimination mandated by Title VI, but also to the duties of nondiscrimination mandated by the Department of Education regulations promulgated pursuant to Title VI. Since the district court evaluated the challenged Board actions under the Title VI disparate impact analysis, as well as the Fourteenth Amendment equal protection analysis, and since the Board did not object to the district court’s choice of legal standards, we assume arguendo that the actions challenged by plaintiffs fell within the scope of those Department of Education Title VI regulations that incorporate a disparate impact standard, and thus we assume arguendo that it was proper to apply the disparate impact analysis in this ease. To establish liability under the Title VI regulations disparate impact scheme, a plaintiff must first demonstrate by a preponderance of the evidence that a facially neutral practice has a disproportionate adverse effect on a group protected by Title VI. Georgia State Conference, 775 F.2d at 1417. If the plaintiff makes such a prima facie showing, the defendant then. must prove that there exists a substantial legitimate justification for the challenged practice in order to avoid liability. Id. If the defendant carries this rebuttal burden, the plaintiff will still prevail if able to show that there exists a comparably effective alternative practice which would result in less disproportionality, or that the defendant’s proffered justification is a pretext for discrimination. Id. The plaintiffs duty to show that a practice has a disproportionate effect by definition requires the plaintiff to demonstrate a causal link between the defendant’s challenged practice and the disparate impact identified. Thus, the plaintiff cannot make out a prima facie disparate impact claim if the evidence tends to show that even had the defendant not engaged in the challenged practice, the same disparate impact would nonetheless have existed. Cf. United States v. Lowndes County Board of Education, 878 F.2d 1301, 1305 (11th Cir.1989) (“racial imbalance in the public schools amounts to a constitutional violation only if it results from some form of state action and not from factors, such as residential housing patterns, which are beyond the control of state officials.”); Freeman v. Pitts, — U.S. -, -, 112 S.Ct. 1430, 1447, 118 L.Ed.2d 108 (1992) (same). 2. Evaluation of District Court’s Application of Fourteenth Amendment Equal Protection Clause and Title VI Regulations Standards to Challenged Board Actions Having laid out the legal standards applicable to plaintiffs’ equal protection and Title VI regulations claims, we now address plaintiffs’ contention that the district court erred in determining that not one of four challenged Board actions violated either the equal protection clause or the Title VI regulations. a. Siting of the New Consolidated School Plaintiffs challenge the Board’s decision to place the new consolidated elementary school at the site adjacent to Idalia. They claim that the Board could just as easily have consolidated the Jonesview, Idalia, and Training School elementary grades at the Training School, either by adding on to existing space at the Training School or by constructing entirely new elementary facilities. According to plaintiffs, the Board’s decision to place the new school at the Idalia site instead of at the Training School site not only had an unjustifiable disparate impact on black students in violation of the Title VI regulations, but also was the product of discriminatory animus in violation of the equal protection clause. The district court determined that “[t]he plaintiffs have not shown that the location of the new Stemley Bridge Road School was racially motivated or effected a disparate impact on blacks,” R2-93-15, and therefore decided in defendants’ favor on both the equal protection and the Title VI regulations siting claims. See R2-93-21-22. i. Challenge Under Equal Protection Clause Plaintiffs argue that the district court clearly erred in determining that the Board’s decision to locate the new consolidated elementary school adjacent to Idalia did not violate the equal protection clause, because according to plaintiffs the Board’s decision to place the new school next to Idalia was motivated by discriminatory intent. They point to several factors which they claim demonstrate that discriminatory animus drove the Board’s siting decision. First, they claim that placing the new school next to Idalia instead of at the Training School site rendered the Training School underutilized, and revealed the Board’s discriminatory purpose, since absent racial considerations one would not expect the Board knowingly to underutilize a school. Second, plaintiffs claim that the Board erected barriers to their participation in the school restructuring decisionmaking process, such as by failing to answer some of their letters, by refusing to provide them with certain requested information, and by providing them with some misleading information. This failure to involve plaintiffs in the decisionmaking process is further evidence that the school siting was motivated by discriminatory animus, they contend. Third, plaintiffs argue that expanding the Training School to accommodate the consolidated elementary school would have been cheaper than building a new school adjacent to Idalia. The Board’s choice of the costlier course of action could only be explained as a product of racial considerations, they claim. Finally, plaintiffs argue that Tal-ladega County has a history of closing or downgrading historically black schools, and that this history bolsters their claim that racial concerns drove the Board’s siting decision. After carefully considering the entire record, we conclude that the district court did not clearly err in finding that the Board’s siting decision was not motivated by discriminatory intent. The district court found that adequate land for expansion was not readily available at the Training School site, that the Board needed all the existing space at the Training School to upgrade the school for grades 7-12, and that the Board did not wish to locate the new elementary school at the site of a middle school or high school. See R2-93-17-18. The latter two findings are supported by the record and are not clearly erroneous. See R4-310-11 (Testimony of Talladega County School Superintendent Lance Grissett regarding use of elementary space at Training School for grades 7-12 renovations); R4-318, 337 (Testimony of Superintendent Grissett regarding Board’s reluctance to mix grades K-6 and grades 7-12 children). As for the first finding, there was some evidence that members of the Dumas family and members of the Lawson family, who owned land adjacent to the Training School, may have been willing to negotiate the sale of some land. On the other hand, there was also evidence that the Lawson family was generally reluctant to sell their land, and that they may not have been willing to sell the amount of land required for the new school. See R3-194, 196-98, 200-201, 203 (Testimony of Lawson family representative Fred Lawson). Furthermore, it is not clear from the evidence that the Board could readily have acquired from the Dumas family the required amount of land. See R4-477-78 (Testimony of Dumas family representative Lawrence Dumas, Jr.). Thus, we cannot say that the district court clearly erred in finding that adequate land for expansion was not readily available at the Training School site. Given that adequate land for expansion was not readily available, that the Board needed all the existing space at the Training School for the grades 7-12 renovations, and that the Board did not wish to place grades K-6 and grades 7-12 children together, it is. just as plausible that the Board’s failure to place the new school at the Training School site was the product of these three considerations as that the Board’s decision was the product of racial animus. Therefore, we cannot conclude that the district court clearly erred in finding that the Board’s siting decision was based on these logistical and educational considerations rather than on any discriminatory considerations. See R2-93-15. As for plaintiffs’ proffered evidence of discrimination, the district court did not clearly err in rejecting it as unpersuasive. The- district court apparently determined plaintiffs’ allegations of “planned underutilization” of the Training School to be unfounded, since it found that the Board actually hoped, to attract more students to the Training School by renovating it. See R2-93-18. Neither finding is clearly erroneous. Moreover, the district court found that defendants planned significant renovations at the Training School, including the addition of computer labs, science labs, and greatly expanded home economics and industrial arts facilities. See id. In this context, the district court could reasonably have concluded that plaintiffs’ evidence of a high square foot/student ratio reflected not a discriminatory desire to segregate black students, but rather a desire to reserve adequate space for the installation of up-to-date facilities. Thus, we cannot conclude that the district court clearly erred in failing to find that plaintiffs’ underutilization evidence demonstrated that the Board’s siting decision was motivated by discriminatory intent. As for plaintiffs’ claim that the Board erected barriers to their participation in the process of school restructuring, we agree with the district court’s finding that there was no evidence that the Board sought opinions from parents of students who would be affected by the consolidation of Jonesview, Idalia, and grades K-6 of the Training School. -See R2-93-8. We also agree with the district court’s finding that the Board had delayed in providing the public generally with information regarding developments under consideration. See R2-93-19. The district court also properly recognized that through its attorney’s June 23, 1988 letter, the Board provided the black parents’ group with misleading information regarding its plans. See R2-93-10. However, the district court ultimately found no evidence that the Board’s failure to be forthcoming with information regarding its plans was motivated by racially discriminatory animus; rather, the district court found that the Board was reluctant to share information with black parents and white parents alike. See R2-93-8, 19. The district court did not clearly err in making this finding. Of course, common sense indicates that ordinarily, public servants will readily receive and even solicit input from their constituents; the failure to do so may in some instances give rise to reasonable inferences of ulterior motive. Likewise, school board consultations with black parents may be evidence of a lack of discriminatory intent. See, e.g., Lee v. Anniston City School System, 737 F.2d 952, 957 (11th Cir.1984). However, we cannot conclude on this record that the district court clearly erred in finding that the Board’s treatment of plaintiffs was not motivated by racially discriminatory animus. Thus, the district court did not clearly err in rejecting the evidence as demonstrating intent to discriminate in siting the new school. With respect to plaintiffs’ cost argument, the district court found that the expense of constructing new elementary facilities for about 550 Idalia, Jonesview, and Training School elementary students would have been approximately the same whether the school was located next to Idalia or at the Training School site. See R2-93-4. In so finding, it appears that the district court implicitly rejected plaintiffs’ contention that the Board could have relied in part on existing space at the Training School to accommodate the 550 students, and implicitly found instead that placing the new school at the Training School site would have required constructing entirely new elementary facilities, as was necessary at the Idalia site. Thus, it appears that the district court implicitly rejected plaintiffs’ argument that by placing the new school at the Training School site instead of at the Idalia site the Board could have saved money by not having to build entirely new elementary facilities. We cannot conclude that these findings are clearly erroneous. As already discussed, the Board needed to use the existing elementary space at the Training School for the grades 7-12 renovations; thus, that space could not have been used for the new consolidated elementary school. In this context, it was not clearly erroneous for the district court to find that the Board would have had to pay the cost of constructing entirely new facilities even if the new school had been placed at the Training School site. Plaintiffs appear to argue that, even if the Board needed all the existing space at the Training School for the grades 7-12 renovations, placing the new school at the Training School site would still have been substantially cheaper than placing it at the Idalia site, for two reasons. First, they claim, if the new grades K-6 school had been placed at the Training School site, the elementary children could have shared certain facilities with the grades 7-12 children, so that the Board could have saved money by not having had to construct those facilities in duplicate for the grades K-6 children. Second, they claim, even if entirely new facilities would have had to be built for the grades K-6 children, the Board could have saved money by arranging for the grades K-6 and grades 7-12 schools to share certain services and personnel. The district court did not explicitly address these arguments. However, in our view, it was not clear from the testimony of plaintiffs’ expert that these measures could have been taken or that significant savings could have been obtained in this way. See, e.g., R4-438-41 (Testimony of plaintiffs’ expert Thomas Richard Mason). Furthermore, even if building the new school at the Training School site would have been somewhat cheaper than placing it at the Idalia site, due to the greater potential for consolidating facilities, services, and personnel at the Training School site, the Board’s inability readily to acquire at the Training School site the amount of land needed for expansion made it infeasible for the Board to place the new school at the Training School site. In the context of all the evidence, we cannot conclude that the district court clearly erred in rejecting plaintiffs’ cost evidence as demonstrating that the siting decision was motivated by discriminatory intent. Finally, the district court did not discuss plaintiffs’ evidence regarding the Board’s history of closing or downgrading historically black schools. We assume that the district court did consider the evidence, and that its silence indicates its rejection of the evidence as demonstrating discriminatory animus. While such evidence could potentially be probative of discriminatory intent, we do not believe that the district court clearly erred in rejecting the historical data as demonstrating discriminatory intent in this particular case. After careful consideration of the totality of the circumstances revealed by the record, we cannot conclude that the district court clearly erred in finding that no discriminatory intent motivated the Board’s siting decision. Since a plaintiff must demonstrate discriminatory intent to recover under the equal protection clause, see supra Part IV.A1., and since these plaintiffs have not done so with respect to the Board’s siting decision, we affirm the district court’s judgment for defendants on the siting equal protection claim. ii. Challenge Under Title VI Regulations Plaintiffs also argue that the district court erred in determining that the Board’s siting decision did not have a disparate impact on blacks and thus that plaintiffs had failed even to make a prima facie showing that the siting decision violated the Title VI regulations. See R2-93-15, 22; see supra Part IV.A.1. They contend that siting the new school next to Idalia, in a white community, had a disparate impact on blacks in at least three ways. First, it denied blacks the benefit of having the new school in their community while granting that benefit to whites. Second, it stigmatized black children by sending them a message that their community was not worthy of hosting a school that whites would attend. Finally, the Board’s siting choice left the Training School “small and at constant risk of closure, impairing its ability to offer a full curriculum to its students'.” Plaintiffs’ Reply Brief on Appeal at 9. Each of the effects identified by plaintiffs might well constitute a disparate impact, and we assume arguendo that plaintiffs have demonstrated disparate impact. However, we need not decide this question because we conclude that the Board has demonstrated a substantial legitimate justification for its siting decision. Under the Title VI disparate impact scheme, once plaintiffs have demonstrated a disparate impact, defendants bear the burden of demonstrating that their challenged practice is supported by a “substantial legitimate justification.” Georgia State Conference, 775 F.2d at 1417. Most Title VI disparate impact cases in the educational context have involved challenges to the classification of students by ability through the use of standardized tests and other methods. See, e.g., Georgia State Conference of Branches of NAACP v. State of Georgia, 775 F.2d 1403 (11th Cir.1985) (challenge to use of achievement grouping in Georgia public schools); Larry P. By Lucille P. v. Riles, 793 F.2d 969 (9th Cir.1984) (challenge to use of certain IQ tests to assign children to classes for educable mentally retarded); cf. Sharif by Salahuddin v. New York State Educ. Dept., 709 F.Supp. 345 (S.D.N.Y.1989) (Title IX disparate impact challenge to use of Scholastic Aptitude Test to allocate state merit scholarships; court borrows Title VI disparate impact standards). In these cases, defendants attempting to meet the “substantial legitimate justification” burden have commonly been required to demonstrate the “educational necessity” of their practices, that is, to show that their challenged practices “bear a manifest demonstrable relationship to classroom education.” Georgia State Conference, 775 F.2d at 1418; see also Larry P., 793 F.2d at 982 & n. 9 (defendant must demonstrate that “the requirement which caused the disproportionate impact was required by educational necessity,” i.e. that “any given requirement has a manifest relationship to the education in question”); cf. Sharif, 709 F.Supp. at 361 (quoting Georgia State Conference); Groves v. Alabama State Board of Education, 776 F.Supp. 1518, 1530-32 (M.D.Ala.1991) (in post-Wards Cove, pre-Civil Rights Act of 1991 Title VI disparate impact education ease, defendants required to produce evidence that challenged practice significantly justified by legitimate educational rationale); Board of Education v. Harris, 444 U.S. 130, 151,100 S.Ct. 363, 375, 62 L.Ed.2d 275 (1979) (defendant may rebut showing of disparate impact in Emergency School Aid Act case by proving “educational necessity” of challenged practice). The Title VI regulations education cases tend not to explain explicitly what it means to show that a challenged practice has a “manifest relationship to classroom education.” However, from consulting the way in which these cases analyze the “educational necessity’ issue, it becomes clear that what the cases are essentially requiring is that defendants show that the challenged course of action is demonstrably necessary to meeting an important educational goal. Such necessity is considered a substantial legitimate justification for the challenged practice. See, e.g., Georgia State Conference, 775 F.2d at 1417-18; cf. Sharif, 709 F.Supp. at 361. Although the defendants in this case are responsible for the administration of educational institutions, the decision challenged in the instant claim — the Board’s decision to place the new school adjacent to Idalia rather than at the Training School site — is more accurately characterized as an infrastructure planning decision, rather than as an educational policy decision such as the decision to use testing to group students by ability. Since infrastructure planning decisions are not educational in a narrow sense, it seems inappropriate to ask defendants to show that their siting decision was necessary to meeting an educational goal in a narrow sense. It is more reasonable in a case like this to ask that defendants meet the more abstract requirement which underlies the context-specif-ie “educational necessity” requirement and which applies in Title VI disparate impact cases generally: showing that the challenged decision was necessary to meeting a goal that was legitimate, important, and integral to the defendant’s institutional mission. Thus, in our view defendants can show a substantial legitimate justification for their siting decision if they can show that the decision was necessary to meeting a legitimate, important goal integral to their mission of administering educational institutions — i.e. that their decision was necessary to meeting an educational goal in a broader sense. We believe that defendants have met the requirement of showing that the challenged siting decision was necessary to meeting such a goal. Defendants claim that they could not place the new consolidated school at the Training School site because adequate land for expansion was not available adjacent to the Training School. Defendants adduced evidence in support of their claim that adequate land for expansion was not available at the Training School site, and the district court made a finding to that effect, a finding we have already deemed not clearly erroneous. Since adequate land on which to place the new consolidated elementary school facilities was not available at the Training School site, the Board is obviously correct that it was not feasible to place the new school at the Training School site, and that it was therefore necessary to place the new school elsewhere in order to achieve the goal of building the school. We think it clear that the goal of building the new consolidated school was legitimate, important, and integral to the Board’s educational mission. Thus, defendants have shown that because of the lack of adequate land for expansion at the Training School site, placing the new school somewhere besides at the Training School site was necessary to achieving a legitimate, important goal integral to the Board’s educational mission: the goal of building the school. Since defendants have demonstrated the necessity of their school siting decision, they have demonstrated a substantial legitimate justification for that decision. Even if we assume arguendo that plaintiffs have made a prima facie case of disparate impact, defendants have met their rebuttal burden, placing the onus on plaintiffs either to proffer a comparably effective .alternative practice which' would result in less racial disproportionality, or to show that defendants’ justification was pretextual. See supra Part IV. A. 1. Because plaintiffs are unable to meet their ultimate burden, they cannot prevail on their Title VI siting challenge. Regarding the pretext issue, we have already concluded in the course of our equal protection analysis that the district court did not clearly err in finding that the lack of adequate land for expansion at the Training School site and the consequent necessity of placing the new school elsewhere (along with other legitimate considerations), rather than discriminatory animus, drove the Board’s siting decision. Thus, plaintiffs cannot show that this justification was pretextual. As for the possibility of a less discriminatory alternative, since the district court properly found that the land the Board needed for expansion simply was unavailable at the Training School site, obviously plaintiffs cannot demonstrate that placing the new school at that site would have been comparably as effective as placing it at the Idalia site. Since plaintiffs have proffered no other alternative sites, they have not met their ultimate burden of proof; thus, the district court properly decided in defendants’ favor on the Title VI regulations challenge to the siting of the new school. b. The Board’s Failure to Make Coextensive the Stemley Bridge Road School and Training School Grades 7-12 Attendance Zones Once they realized they could not stop the construction of the new consolidated school at the Idalia site, plaintiffs urged the Board to send all students graduating from the new school to the Training School for grades 7-12. While the Board planned to continue sending all former Jonesview and Training School K-6 students to the Training School for grades 7-12, the Board did not agree to send all students living in the former idalia zone to the Training School for junior high and high school. According to plaintiffs, the Board’s failure to send Idalia-zone students to the Training School not only had an unjustifiable disparate impact on black students in violation of the Title VI regulations, but also was the product of discriminatory animus in violation of the equal protection clause. The district court found that assigning all the Stemley Bridge Road students to the Training School for grades 7-12 “would add about 135 white students to the Training School which would significantly improve integration at the Training School.” R2-93-3. The district court also found, however, that the anticipated attendance zones for Stemley Bridge Road students for grades 7-12 were consistent with the operation of a unitary, racially nondiscriminatory public school system. R2-93-14. This conclusion implied a finding that plaintiffs had failed to prove that the Board’s attendance zone decision was motivated by discriminatory intent. It was obviously because of this finding that the district court decided in defendants’ favor on the attendance zone equal protection claim. See R2-93-21-22. Although the district court never specifically decided that plaintiffs had failed to prove disparate impact with respect to the attendance zone decision, it did conclude overall that “plaintiffs have failed to establish by a preponderance of the evidence that any of the challenged decisions and practices violated the regulations or otherwise had a disparate impact on blacks.” R2-93-22. This conclusion implicitly incorporated a determination that plaintiffs had failed to prove that the Board’s attendance zone decision had a disparate impact on blacks. i. Challenge Under Equal Protection Clause Plaintiffs argue that the district court clearly erred in failing to find that the Board’s choice of attendance zones was racially motivated. They cite two factors as evidence of the Board’s discriminatory intent. First, they point to Superintendent Grissett’s conflicting trial testimony regarding the attendance zones, and his alleged failure following trial, to recommend the attendance zones he testified he would recommend. Second, they point to the underutilization of the Training School which they say would result from the. Board’s chosen attendance zones. We do not believe that the district court clearly erred in rejecting plaintiffs’ equal protection clause challenge to the Board’s choice of attendance zones. It is true that Superintendent Grissett’s trial testimony regarding attendance zones was somewhat inconsistent. At one point, he testified that he intended to abide by a pretrial affidavit, in which he had stated that “feeder patterns” for the Training School would not change — in other words, that grades 7-12 at the Training School would continue to be fed by students from the former Jonesview and Training School K-6 zones, and that students in the former Idalia zone would continue to attend Lincoln High School. See R4-268; Rl-33-2. Later, when asked to draw the dividing line between students he expected to attend Lincoln and those he expected to attend the Training School, Superintendent Grissett drew a line which bisected the former Idalia zone, indicating that some students from that zone would be assigned to the Training School for grades 7-12. See R4-301-302; Defendants’ Exhibit 30. It is unclear why Superintendent Grissett testified inconsistently; however, we do not think that the district court clearly erred in rejecting the inconsistency as evidence of discriminatory intent. Plaintiffs also point to evidence that after trial, Superintendent Grissett did not recommend that any students from the former Idalia zone be assigned to the Training School for grades 7-12, despite the fact that the diagram he drew at trial indicated that he would recommend that some Idalia-zone students attend the Training School after they finished the sixth grade. Plaintiffs apparently argue that the discrepancy between Superintendent Grissett’s ultimate recommendation and the diagram he drew at trial demonstrated discriminatory intent. The district court rejected plaintiffs’ request to supplement the record with post-trial evidence, including evidence of Superintendent Grissett’s post-trial attendance zone recommendation. See R2-125; R2-127. As discussed below, this was not an abuse of discretion. See infra Part IV. D. 3. Even if we considered the evidence of Superintendent Grissett’s post-trial recommendation, we would not find that it proved discriminatory animus; in light of Superintendent Grissett’s testimony that feeder patterns to the Training School would probably remain the same, see R4-268, and that the Board had not finally decided what feeder patterns it intended to implement, see R3-207, it is not at all clear that his post-trial actions were inconsistent with his trial testimony. As for plaintiffs’ argument that the alleged planned underutilization of the Training School could not be explained by anything other than discriminatory animus, we have already decided that the district court did not clearly err in rejecting the contention that the Board intended to underutilize the Training School, as well as in rejecting the contention that the high square foot/student ratio reflected a desire to segregate white and black students. See supra Part IV. A. 2. a. Under all the circumstances, we cannot conclude that the district court clearly erred in finding no racial motivation in defendants’ decision to leave in place the pre-existing feeder patterns. Since a plaintiff must demonstrate discriminatory intent to recover under the equal protection clause, see supra Part IV. A. 1., and since these plaintiffs have not done so with respect to the Board’s feeder patterns decision, we affirm the district court’s judgment for defendants on the feeder patterns equal protection claim. ii. Challenge Under Title VI Regulations Plaintiffs also contend that the district court erred in deciding that they had failed to prove that the Board’s choice of attendance zones had a disparate impact on black students, and thus that they had not even made a prima facie showing that the Board’s attendance zone decision violated the Title VI regulations. See R2-93-22; see supra Part IV. A 1. Plaintiffs argue that the Board’s failure to send students from the former Idalia zone to the Training School for grades 7-12 produced a disparate impact on black students both because it increased the racial identifiability of the Training School and because it left the school underutilized and likely to be closed. Certainly an increase in the racial identifiability of the Training School would constitute a disparate impact, and we assume arguendo that an increase in underutilization would also constitute a disparate impact. However, to succeed on their claim, plaintiffs had to show not only that a disparate impact existed, but also that the impact was causally linked to a Board policy or decision. See supra Part IV. A 1. The district court clearly was not persuaded that the Board’s attendance zone decision had any significant effect on the school’s racial identifiability and level of utilization. The district court found as a fact that many white children zoned to attend the Training School for grades 7-12 never attended, and instead went to Talladega City or Sylacauga City schools. See R2-93-10, 11, 16. This finding is not clearly erroneous, particularly since no one disputes that the Training School was virtually all-black at all relevant times, even though some white students lived within its attendance zone. As mentioned above, the district court did find that assigning the children from the former Idalia zone to the Training School for grades 7-12 would have significantly improved integration at the Training School. However, in light of its determinations that many white children failed to attend the Training School and that the Board’s attendance zone decision had not produced a disparate impact on black students, it is clear that the district court meant, not that white students from Idalia would have attended the Training School if assigned there, but only that if they had attended, integration would have improved. In fact, the district court’s explicit determinations indicate that it implicitly found that plaintiffs did not and could not prove that white Idalia-zone students, if zoned for the Training School for grades 7-12, actually would have attended. In other words, we believe that the district court implicitly found that the Board’s failing to send the Idalia-zone children to the Training School had no significant effect on the school’s racial identifiability and level of utilization, because the district court did not believe plaintiffs had proven that white Idalia-zone students, if assigned to the Training School, would have attended that school rather than city schools or private schools. Thus, we believe that the district court rejected plaintiffs’ contention that the Board’s attendance zone decision produced a disparate impact because it found that plaintiffs had not demonstrated a causal link between any disparate impact and the Board’s attendance zone decision. We cannot conclude that the district court’s causation finding is clearly erroneous. Since a plaintiff must demonstrate a causal link between a challenged practice and the disparate impact identified to make a prima facie case under the Title VI regulations, see supra Part IV. A. 1., and since these plaintiffs have not demonstrated a causal link between the Board’s feeder patterns decision and any increased racial identifiability or underutilization at the Training School, the district court properly ruled in the defendants’ favor on plaintiffs’ Title VI regulations challenge to the Board’s choice of attendance zones. c. The Board’s Failure to Stop “Zone-Jumping” By White Students Plaintiffs contend that many of the white children residing in Talladega County who are assigned to the Training School do not attend that school, and instead attend school out-of-district, in Talladega City. Plaintiffs contend that the Board has done nothing to stop such zone-jumping, and that the Board’s inaction has violated both the equal protection clause and the Title VI regulations. The district court denied plaintiffs relief on both the equal protection and the Title VI regulations interdistrict transfer claims. See R2-93-21-22; R2-127. Plaintiffs argue that the district court erred in failing to grant them relief on these claims. According to plaintiffs, the district court decided that the Board’s interdistrict transfer policy violated both the equal protection clause and the Title VI regulations, but denied plaintiffs relief only because the Board, as a practical matter, could not prevent zone-jumping. See Plaintiffs’ Brief on Appeal at 49. In plaintiffs’ view, the district court believed that the Talladega City Board had prevented the Talladega County Board from stopping zone-jumping. See id. Plaintiffs point out that the Talladega City Board was added as a party on remand following the first appeal in this case. See R2-111. Once the district court had added the party that it belie