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MEMORANDUM OPINION AND ORDER GEORGE HOWARD, Jr., District Judge. Background This action was instituted on June 25, 1975, by plaintiffs, Robert Webb, James R. Douglas and Southwest Workers Federation, on their own behalf and “others similarly situated”. Plaintiffs alleged, in their complaint, that they represented “the class of black persons who are employed, have been employed, have sought employment and will, in the future, seek employment with defendant Missouri Pacific Railroad Company (Missouri Pacific) at its facilities in North Little Rock, Arkansas, who have been and continue to be, and may in the future be adversely affected by the practices complained of.” The “practices complained of’ may be briefly identified by quoting directly from plaintiffs’ complaint: 1. Missouri Pacific has discriminated against black persons on the basis of race with respect to hiring, job assignment, pay, promotion, discharge, demotion, lay-offs and other terms and conditions of employment. 2. Missouri Pacific maintains a system of segregated and racially identifiable departments and job classifications. This Court’s jurisdiction was invoked pursuant to Title 28 U.S.C. § 1343(3), Title 42 U.S.C. § 1981 and Title 42 U.S.C. §§ 2000e-5, 2000e-8. On August 13,1982, this Court, upon plaintiffs’ supplemental motion for class certification and following the reception of evidence for three days, conditionally certified this lawsuit as a class action as to Missouri Pacific and International Association of Machinists and International Aerospace Workers District No. 15, but denied class certification as to the remaining defendant unions. The Court was also persuaded that the class should be divided into the following subclasses because plaintiffs were challenging Missouri Pacific’s employment practices and policies on a division-wide basis, but limited, as suggested by plaintiffs, to Missouri Pacific’s operations in North Little Rock, Arkansas, and allied operations in the maintenance-of-way department and the Arkansas Division: (a) applicants, (b) mechanical, (c) maintenance-of-way, and (d) transportation subclasses. In other words, a subclass was created for each department and the rejected applicants for employment. The Court advised counsel, however, that in the event it was determined at a later date that any subclass was not so numerous so as to make joinder impracticable, the Court would entertain a request to decertify that subclass or subclasses. The Court ordered the issues in this proceeding to be bifurcated with the trial of the liability phase commencing upon the completion of discovery. Trial of the liability phase commenced on March 24, 1986. However, on June 6, 1986, the Court was advised that the parties had reached a settlement relative to the mechanical and machinists subclasses. On September 18, 1986, the Court entered its order giving final approval to the settlement of these two subclasses, after conducting a hearing for the purpose of considering any objections that might be registered by class members and to determine whether the proposed settlement was fair, reasonable, adequate and in the best interest of the two subclasses. On December 7, 1992, the Court entered its order dismissing the following Title 42 U.S.C. § 1981 claims pursuant to the ruling of the Supreme Court in Patterson v. McLean Credit Union, 491 U.S. 164, 109 S.Ct. 2363, 105 L.Ed.2d 132 (1989) and the ruling of the Court of Appeals for the Eighth Circuit in Fray v. Omaha World Herald Co., 960 F.2d 1370 (8th Cir.1992): 1. Plaintiffs’ alleged discriminatory promotion claims that are encompassed within a given bargaining unit, including promotion to assistant track foreman, track foreman and machine operator premised on 42 U.S.C. § 1981. 2. Plaintiffs’ alleged discriminatory termination and discipline claims based on § 1981. 3. Plaintiffs’ claims asserting discriminatory working conditions because of race which occurred subsequent to the establishment of an employee and employer relationship and grounded on § 1981. Burden of Proof The thrust of plaintiffs’ contention is that Missouri Pacific has engaged in disparate treatment in employment practices involving blacks as a class. Plaintiffs have the burden of demonstrating that Missouri Pacific intentionally employed and maintained a “policy, pattern or practice” of racial discrimination against the class in employment decisions by a preponderance of the evidence. See: International Brotherhood of Teamsters v. United States, 431 U.S. 324, 360, 97 S.Ct. 1843, 1868, 52 L.Ed.2d 396 (1977); Craik v. Minnesota State University Bd., 731 F.2d 465 (8th Cir.1984). In endeavoring to shoulder this responsibility, or stated differently, to establish a pñma facie case, plaintiffs have proffered both statistical evidence and testimony from class members relating instances as well as circumstances allegedly depicting Missouri Pacific’s pattern or practice of purposeful discrimination. In an effort to enlighten the Court of “the true nature and extent of the racial treatment accorded black employees” by Missouri Pacific, plaintiffs, in the introductory part of their post-trial brief, advised the Court: [W]e will attempt to take the court on a walk through the employment experience beginning with the application process through job assignment, terms and conditions of employment, promotion potential, disciplinary actions to termination of employment. In resolving the remaining issues in this action, the Court will adopt the format employed by plaintiffs in presenting their arguments in their brief. Preliminary Issues A. The Court must resolve an issue raised by Missouri Pacific regarding the admissibility of the statistical analysis prepared by Dr. Frank A. James, plaintiffs’ expert, based upon a data base supplied by Missouri Pacific, pursuant to plaintiffs’ discovery requests, before proceeding with the merits of this proceeding. First, in the introductory and preliminary sections to plaintiffs’ Exhibit 201, plaintiffs’ statistical evidence, Dr. James made the following observations: 1. “The data base utilized was generated essentially from Mopac [Missouri Pacific’s] payroll data together with some historical records ... while these files focused on the subject work force using a pulse intervals system (snapshots of six months intervals), we can draw some interesting conclusions 2. “The first formal situation was to meet with opposing counsel for the Defendant Railroad and their computer expert, Mr. Flolid. The meeting had as its purpose an explanation of the data base provided____ The initial task was to rearrange and organize the data into usable form. This ultimately required the services provided by International Data Processing, Harland Goodner, President. Early searches provided erroneous data, but later a scheme utilizing budget codes and ICC codes was successful. Craft codes and other attempted sorting techniques were abandoned due to inconsistencies in their results.” 3. “Missouri Pacific ... sends its tracks and trains over vast area[s] of the United States. Selecting a relevant civilian work force from which to draw employees is not practically possible. The Arkansas Division and the North Little Rock Terminal will from time to time ... exceed the bounds of Arkansas or Pulaski County and its surrounding counties. As a result any attempt at comparative population studies becomes meaningless. It is then the position of this study to define the relevant labor pool in some other way. We determine that pool to be the proportion (mean) of those having worked for Missouri Pacific over the twelve years studied.” 4. “These [subfiles] were generated from the source tapes by delimiting data base to a relevant labor pool consisting of those employees paid from budgets whose budget codes place the employees in either the North Little Rock Terminal and/or the Arkansas Division.” See: Plaintiffs’ Exhibit 201. During the course of plaintiffs’ presentation of their case in chief, Missouri Pacific moved to exclude all of Dr. James’ studies and statistical analyses based on Missouri Pacific’s litigation data base contending that the information is flawed and unreliable. Hence, according to Missouri Pacific, Dr. James’ statistical work product is void of any probative value. Missouri Pacific contends that the information is unreliable for, among other things, the following reasons: (1) lack of use, on the part of Missouri Pacific’s managers and employees in the field, of the system that generated the work history information; (2) lack of an enforcement mechanism to ensure that the necessary information was placed in the system; (3) lack of system audits to check for errors and omissions; and (4) lack of appropriate instructions to users of the system in order to generate a top quality product. The Court denied Missouri Pacific’s motion and observed that the question raised by Missouri Pacific appeared to be one of weight. Missouri Pacific was advised, however, that it would have the responsibility to demonstrate the unreliability of the information relied on by Dr. James in making his analysis and the nonexistence of the probative value of Dr. James’ statistical findings. The Court, consistent with its ruling on the same issue on January 20, 1987, again overrules Missouri Pacific’s objection and finds that the problem identified by Missouri Pacific relative to the Work History file, in particular, and Missouri Pacific’s litigation data base in general, is a question of weight as opposed to admissibility regarding plaintiffs’ statistical evidence. In reaching this conclusion, the Court has taken into consideration the following matters: (a) at page 41 of Missouri Pacific’s post-trial brief, the following appears: “Indeed, the company had recognized, well before Mr. Flolid’s involvement, that some of the data in the system has never been updated and therefore is not accurate ...” (b) Missouri Pacific knew that plaintiffs’ counsel and expert would rely either in whole or in part on the data base in making their statistical analysis; (c) Missouri Pacific’s affirmation that weight as opposed to admissibility is the thrust of its objection by asserting: “only minimal weight can be placed on any study based on the Work History file”; and (d) during voir dire by counsel for Missouri Pacific regarding the flaws in its data base, Dr. James readily recognized the importance of the accuracy and completeness of the data relied on in making his analysis; and in reaching his conclusions, Dr. James took into consideration the alleged flaws by using the information as “samples” of Missouri Pacific’s work force; (e) the evidence reflects that Dr. James also made use of Missouri Pacific’s Payroll Data Base in formulating his statistical tables and the parties stipulated that the Payroll file was reasonably reliable and accurate (See: Missouri Pacific’s post-trial brief at page 28); and (f) significantly and, perhaps dispositive of the question, Missouri Pacific relied on and submitted data generated from the system to the Equal Employment Opportunity Commission, a federal agency, that Missouri Pacific now challenges as flawed, untrustworthy and practically worthless. It must be remembered that under federal law all employers who employ fifteen or more employees are covered by Title VII and possess a duty to maintain records regarding employment decisions to the end that it may be determined, if the question arises, whether unlawful employment practices have been or are being committed. This, of course, is part and parcel of the employer’s duty to file statistical information, EEO-1 Reports, with EEOC. See: 42 U.S.C. §§ 2000e, 2000e-8(e). In Phillips v. Joint Legislative Committee on Performance and Expenditure Review, 637 F.2d 1014, 1025 (5th Cir.1981), the court made the following relevant and persuasive pronouncement that the Court has applied in this proceeding in ruling on Missouri Pacific’s challenge of plaintiffs’ statistical evidence: [A] district court, in assessing statistical presentations in Title VII class actions, should ‘accept what figures are available; allow for imperfections, skewing factors, and margins of errors; and then take the figures for what they are worth’. Sometimes this is much, sometimes little. B. Capacity of Assistant Foremen, Foremen, Conductors And Engineers To Render Missouri Pacific Liable For Alleged Racial Slurs And Creating A Hostile Work Environment During the course of the trial, plaintiffs offered testimony from class members describing the adverse working conditions that black employees were subjected to on the part of white assistant foremen, foremen, conductors and engineers by repeating the alleged racial remarks and slurs made by these individuals in the course of their assigned responsibilities. Missouri Pacific objected to the admissibility of the testimony. Missouri Pacific argued that it could not be held accountable for the unauthorized actions of these “non-management employees” who were members of the same unions as their co-employees even though these individuals had been authorized and designated by Missouri Pacific to assume certain responsibilities for directing work activities of their fellow employees. The Court reserved a ruling on Missouri Pacific’s objection and permitted the parties to address the question in their post-trial briefs. Missouri Pacific cites Waverly-Cedar Falls Health Care Center v. NLRB, 933 F.2d 626 (8th Cir.1991); and NLRB v. Harmon Industries, Inc., 565 F.2d 1047 (8th Cir.1977) in support of its position that its foremen, engineers and conductors are not supervisors because these co-employees are not empowered to hire, fire or discipline employees under their management. Title 42 U.S.C. § 2000e(b) provides in relevant part: The term “employer” means a person engaged in an industry affecting commerce ... and any agent of such a person ... In Baker v. Stuart Broadcasting Co., 560 F.2d 389, 391 (8th Cir.1977), the court emphasized that Title VII of the Civil Rights Act of 1964 is to be given a liberal construction in order to implement the purposes of Congress to eliminate the inconvenience, unfairness and humiliation of racial discrimination. See also: Parham v. Southwestern Bell Tel. Co., 433 F.2d 421, 425 (8th Cir.1970). In 2A C.J.S., Agency § 4.c the term agent is defined as: An agent is one who, by the authority of another, undertakes to ... manage some affairs on account of such other, and render an account of it. He is a substitute, ... appointed by his principal primarily to bring about business relations between the latter and third persons. Section 52 of 2A C.J.S. provides: The relation of agency need not depend upon express appointment and acceptance thereof, but may be, and frequently is, implied from the words and conduct of the parties and the circumstances of the particular case. The law creates the relationship of principal and agent if the parties, in the conduct of their affairs, actually place themselves in such position as requires the relationship to be inferred by the courts, and if, from the facts and circumstances of the particular case, it appears that there was at least an implied intention to create it, the relation may be held to exist, notwithstanding a denial by the alleged principal, and whether or not the parties understood it to be an agency. It is clear from the evidence and, as a matter of fact Missouri Pacific concedes as much, that Missouri Pacific has delegated responsibility and authority to certain employees, assistant foremen, foremen, engineers and conductors, to supervise and monitor the work activities of co-employees and they are further required to report directly to designated management personnel any problems encountered in implementing these directives. Moreover, these representatives may be called upon to recommend or suggest certain sanctions for any rale violation witnessed. It is clear that these designated employees, endowed with unqualified approval of management, are representing the interests of Missouri Pacific and are rewarded for such faithful performance in salary benefits; and Missouri Pacific cannot avoid its obligations and responsibilities under the Civil Rights Act of 1964 on the theory that these representatives are co-employees of plaintiffs. It is plain that Missouri Pacific is endeavoring to place form over substance. In rejecting Missouri Pacific’s assertion that the holdings in Waverly-Cedar Falls Health Care Center v. NLRB, and NLRB v. Harmon Industries, Inc. are dispositive of the question here, the Court notes that the Court of Appeals in these cases simply found that there was substantial evidence supporting the National Labor Relations Board’s finding that certain employees were not supervisors within the meaning of Section 2(11) of the National Labor Relations Act, 29 U.S.C. § 152(11). Section 2(11) of the Act provides the following statutory definition of a supervisor: The term ‘supervisor’ means any individual having authority, in the interest of the employer, to hire, transfer, suspend,, lay off, recall, promote, discharge, assign, reward, or discipline other employees, or responsibly to direct them, or to adjust their grievances, or effectively to recommend such action, if in connection with the foregoing the exercise of such authority is not of a merely routine or clerical nature, but requires the use of independent judgment. In each action, the question was a close one and the Court of Appeals deferred to the findings of the Board regarding the factual question at issue. In the instant case, this Court is persuaded that the employees in question, assistant foremen, foremen, conductors and engineers were serving in a dual capacity, namely, employees and agents of Missouri Pacific. See: 2A C.J.S., Agency § 16. Accordingly, this Court finds that Missouri Pacific’s objection is not well taken and is overruled. C. Signal and Communication Employees The Court reserved a ruling on the question whether signal and communication employees are encompassed in the Maintenance-Of-Way Subclass in order to afford plaintiffs an opportunity to offer evidence on this issue. After reviewing the record, the Court finds that the evidence reflects that signal and communication employees are in the separate Signal Department and are not associated with the maintenance of tracks. Accordingly, the Court sustains Missouri Pacific’s contention that the Maintenance-Of-Way Subclass should not be extended to include signal and communication employees. I Applicant Subclass The Court finds that plaintiffs have failed to establish a prima facie case by a preponderance of the evidence that Missouri Pacific engaged in a pattern or practice—the standard operating procedure—predicated on race in which bl$ick applicants, seeking employment with Missouri Pacific, were treated less favorable than white applicants. However, assuming that plaintiffs have established a prima facie ease, the Court is persuaded that Missouri Pacific has demonstrated that its hiring practices are not unfavorable to black applicants because of race. Although the methodology employed by each expert differs, Dr. Frank James, plaintiffs’ expert witness, as well as Dr. Robert Russell, Missouri Pacific’s expert witness, concluded, after reviewing and analyzing alleged relevant data, that blacks, between 1972-1983, were overrepresented in Missouri Pacific’s new hires statistically speaking. Dr. James testified that the percentage of relevant blacks in the population pool was 16.3%, but the percentage of blacks as new hires at Missouri Pacific was approximately 26.3%. Dr. James’ conclusion was based upon a comparison of the black hiring percentages of Missouri Pacific to the black representatives in the external work force as well as the internal work force of Missouri Pacific. Dr. James did not, seemingly, seek to determine the statistical significance of the disparity, if any, between blacks actually hired and the expected number or percentage. However, Dr. James testified that if he had made such a computation, he would expect the new hire to “mirror these in the work force of 16.3[%]” and it is likely that the conclusion would “show that blacks are hired in larger numbers.” In other words, “blacks are overrepresented in the new hire group.” Dr. Russell’s opinion was based upon an analysis of the black percentage of those individuals hired into eight job categories of Missouri Pacific’s compared to the percentage of blacks in the Little Rock Standard Metropolitan Statistical Area (SMSA) of individuals minimally qualified for the jobs in the eight job categories selected. In other words, Dr. Russell matched each job category with the census categories that contained potential employees possessing the relevant minimum qualifications. Employing these census categories, Dr. Russell determined the projected black availability for each job in the Little Rock area. Dr. Russell opined that there is no statistical basis for an inference of a pattern or practice of discrimination against blacks in hiring at Missouri Pacific’s North Little Rock facility. The following are summary Z statistics of the eight job categories that Dr. Russell analyzed and served as a basis for his opinion that in none of the eight job categories is there any statistical evidence warrant- ing an inference of discrimination sinee the results in each job category do not fall below -2.0: Journeyman + 0.82 Mechanical Helper or Apprentice -1.82 Mechanical Shop Laborer +3.75 Maintenance-of-way +2.32 Signals and Communications —1.19 Transportation —1.06 Stores and Materials -0.75 Clerical +2.56 After carefully considering both Dr. James’ and Dr. Russell’s analyses, this Court is of the view that neither Dr. James’ analysis nor Dr. Russell’s analysis demonstrates “long lasting and gross disparity” between those blacks actually hired by Missouri Pacific during the relevant time frame and those pools resorted to in making the statistical comparisons. See: Hazelwood School Dist. v. United States, 433 U.S. 299, 97 S.Ct. 2736, 53 L.Ed.2d 768 (1977); Albemarle Paper Co. v. Moody, 422 U.S. 405, 425, 95 S.Ct. 2362, 2375, 45 L.Ed.2d 280 (1975). During the class certification hearing in 1981, Missouri Pacific’s counsel, at the conclusion of the hearing, tendered a document containing proposed findings of facts and conclusions pertaining to the issue of numerosity relating to the number of black and white applicants and hires for the years 1977 through 1980. The proposed findings, among other things, specified that the flow logs disclosed that 8,634 persons applied for work during that four year period; that 1,141 of those applicants were black and 246 were hired; that 1893 whites applied and 446 were hired. Based on these figures, it appears that blacks constituted 35.5% of those applicants actually hired. Plaintiffs argue that Missouri Pacific, in effect, admitted that the applicable benchmark figure is between 30% and 50% if not in fact 37.6%. Close scrutiny of the proposed findings discloses that the proposed findings were predicated on , the following condition contained in a footnote on the first page of the document: Because the Court is prevented by Rule 23 from inquiring too deeply into the merits, these Findings are conditional only, and may and probably will change after deféndant has been given full opportunity to present rebuttal evidence. See: DX 2418A. The Court is not persuaded that Missouri Pacific stipulated or admitted that 37.6% constituted the benchmark figure in determining the expected hiring rate of black applicants during the relevant time frame. Plaintiffs also contend that the testimony of Annette Johnson, a black female clerk for Missouri Pacific who accepted applications for employment at the Pike Avenue Mechanical Shop from 1973 until the early part of 1977, has provided an additional evidentiary basis for a finding that 37.6% is Missouri Pacific’s expected hiring rate of black applicants. It is plain that Ms. Johnson did not have personal knowledge of the number of blacks and whites who applied for employment during the period she served as clerk. She emphasized that she could only offer estimates and could not “state under oath” what percentage of the applicants constituted either black or white. Plaintiffs also argue strenuously that the appropriate medium for comparison, in order to determine whether the hiring rate of black employees in the applicant subclass was statistically significant, is the “applicant flow data” which would, in the instant case, demonstrate that the black availability for employment would range between -30% and 50%. In rejecting plaintiffs’ argument, the Court simply notes that Dr. James testified that he did not rely on Missouri Pacific’s applicant flow data in his analysis because of “inconsistencies and exclusions” contained in the data. Dr. Russell’s analysis is not predicated on the applicant flow data for the same reasons. Plaintiffs argue that it was Missouri Pacific’s obligation to maintain and produce reliable and trustworthy data since Missouri Pacific was aware of the charges of discrimination at both the administrative stage as well as the current proceedings; and that Missouri Pacific may not take advantage of or ■benefit from its own neglect in compiling and maintaining accurate records. As noted previously, Title VII, indeed, imposes a duty on an employer who employs fifteen or more persons to maintain records relating to employment decisions involving its workforce and to file periodic reports with EEOC regarding its employment actions. Nevertheless, the Court is persuaded that the evidence currently before the Court warrants the conclusion reached relative to the applicant subclass. After carefully considering all of the evidence proffered with reference to the applicant subclass, the Court is not persuaded that plaintiffs have established a prima facie case and the complaint of the applicant subclass is dismissed with prejudice. II. Job Assignments Arid Promotions To Management And Non-Management Positions In Maintenance-Of-Way Plaintiffs contend that once black applicants are accepted as hires, Missouri Pacific, pursuant to a standard operating procedure, assign blacks to “lower level”, “dirtier jobs”, “the most physically demanding job” and expose such workers to “all kinds of unpleasant environmental and weather conditions”, while white hires are placed in “the cleaner upper level and management jobs.” Plaintiffs proffered Dr. James’ statistical analysis of the racial composition of each job in the Maintenance-of-Way and Transportation Departments, the two remaining subclasses, to support their contention that the Maintenance-of-Way Department is essentially a “black department” and the Transportation Department is in essence a “white department”. Dr. James’ analysis is based on a litigation data base prepared for Missouri Pacific by Mr. Mark Flolid to be used in this litigation. Missouri Pacific’s litigation data base, in essence, consists of Missouri Pacific’s “Work History” segment of Missouri Pacific Human Resource System and information derived from Missouri Pacific’s “Payroll Computer Data Base” which contains the information used by Missouri Pacific to pay its employees. Dr. James made use of the Work History data base to construct his analysis of promotions and terminations. Missouri Pacific also argues plaintiffs could have made use of the primary records, personal record files and seniority rosters, in preparing their statistical analysis and, thus, avoid the problems encountered in relying on a deficient data base. Missouri Pacific has not demonstrated that these primary records are so reliable that these records would have a greater probative value. Significantly, and perhaps dispositive of the issue, Missouri Pacific relied on and submitted data generated from the system to a federal agency, Equal Employment Opportunity Commission, that Missouri Pacific now challenges as flawed, untrustworthy and practically worthless. Indeed, Missouri Pacific knew or should have known that the central purpose in structuring and maintaining the records in question is to assist in the resolution of controversies involving employment decisions such as we have in the current case. Moreover, it is clear that the thrust of plaintiffs’ action is disparate treatment and plaintiffs are relying on both statistical and nonstatistical evidence to meet their burden. In addition, as previously noted, Dr. James also made use of Missouri Pacific’s Payroll Data Base in formulating his statistical tables and the parties stipulated that the Payroll file was reasonably reliable and accurate. See: Missouri Pacific’s post-trial brief at page 28. The comparisons proffered by Dr. James disclose large disparities as opposed to close or marginal differences. Accordingly, the Court is not persuaded that Missouri Pacific’s request to strike Dr. James’ analysis should be granted. Dr. James testified that black employees in the Maintenance-of-Way Department constituted 31.1% of the workforce during the relevant time frame and that these black employees held or occupied the dirtier and lower level jobs. See: PX 201 and Table 2.1 of the same exhibit. However, the percentage of black employees within the trackman positions at the North Little Rock Terminal and the Arkansas Division is approximately 47.-5%. See PX 201, Table 2.9. Trackmen are responsible for the construction and building of railroad beds and rail tracks. This work assignment is essentially physical labor. The z-value, according to Dr. James, is 13.157 and, accordingly, statistically significant. In other words, blacks are overrepresented at this job level and it is unlikely to be the result of chance, thus creating an inference of discrimination. At the assistant foreman and foreman level, the first level of promotion relative to the trackman’s slot, blacks, percentage wise, constitute 29.7% of the first level of supervisors. Relative to the positions of Assistant Road-master and Roadmaster, a supervisory slot above the foreman’s position, blacks constitute 10.2% of these employees. See: PX 201, Table 2.2. Dr. James’ analysis disclosed the following black percentages in the following divisions within Maintenance-of-Way Department: (a) Bridges and Building Helper Apprentice 19%, (b) Bridges and Buildings Equipment Operators 26.3%, (c) Bridges .and Buildings Journeymen 7.6%, (d) Bridges and Buildings Inspector Gange Foremen 0.7%. PX 201, Tables 2.3-2.12. The following constitutes testimony proffered by plaintiffs from class members detailing specific instances of discrimination on the part of Missouri Pacific in job assignments of black employees: Eric Hawkins, a former member of the United States Air Force where he acquired experience in the mechanical operation and repair of diesel equipment, applied for employment with Missouri Pacific, following his discharge from service, in 1977. Hawkins was advised that Missouri Pacific had only trackman jobs available, but he would be afforded the opportunity to transfer to other areas of interest. At the time of Hawkins’ acceptance of the trackman position, the area where he worked was approximately 95% black. Hawkins further related that whites employed initially in the same area where he was assigned were transferred to other areas in a relatively short period of time while blacks, on the other hand, remained as track-men. Walter Robert Washington testified that he applied for any position available in 1974 and was assigned to a trackman group that' was totally black, except the foreman, Pop Piles who was white. William Baucum was hired as a trackman in 1984 and testified that during his tenure as a trackman that of the one hundred track-men constituting the workforce, ninety-six were black and four were white while all of the supervisors and machine operators were white. In other words, Washington stated that blacks were assigned the unskilled slots involving the physical labor while whites were given the skilled jobs, i.e., welding, welding helpers, foremen, machine operators and roadmaster. Kenneth Welch who was hired in 1972 as an assistant to the district engineer and subsequently elevated to the position of district engineer over the Maintenance-of-Way Department that includes Track, Bridge and Building and Road Equipment Repair testified that he was unaware of a black having been hired in the slots of district engineer, or assistant to the district engineer. Andre Hawkins testified that when he was hired as a trackman, blacks were assigned the distasteful or menial jobs and whites filled practically all of the management and supervisory slots. Hawkins also ■ testified that the track gang was basically black. Missouri Pacific, in effect, argues that Dr. James’ statistical analysis based on the Payroll-Based Workforce Profiles (PX201, Tables 1.0-6.2) should be afforded minimal weight in determining whether there has been racial patterns in employment decisions since June 25, 1972, because Dr. James did not take into consideration, among other things, the following factors: (a) voluntary employee decisions about which jobs to bid for; (b) difference in qualifications of applicants for employment; (c) differences in job performance of employees; (d) differences in the rate of ride violations by employees; or (e) discretional decisions by Missouri Pacific managerial employees. Further, Missouri Pacific asserts that Dr. Russell, Missouri Pacific’s expert, prepared “Progress Reports” for each job that Dr. James had identified as statistically significant black underrepresentation, by utilizing Dr. James’ own material, and found that the percentage of black employees had substantially increased since the year 1972. Missouri Pacific concedes that Dr. Russell’s “Progress Reports” were not intended to resolve whether there had been discrimination within the relevant time period, but only to preclude any “possible inferences” from Dr. James’ workforce profiles. The Court would note that at the conclusion of plaintiffs’ case in chief, the Court granted Missouri Pacific’s motion to dismiss plaintiffs’ promotion claims in the Transportation Subclass, but reserved a ruling on Missouri Pacific’s motion to dismiss the promotion claims relating to the Maintenance-of-Way Subclass. The Court finds that Missouri Pacific resorted to standardless policies and practices when making meaningful employment decisions . After reviewing plaintiffs’ statistical evidence, the testimony of approximately four class members relating individual examples of discrimination, the history of discriminating practices by Missouri Pacific, and the anecdotal testimony proffered by plaintiffs in connection with their “terms and conditions claims”, this Court holds that plaintiffs have established a prima facie case, by a preponderance of the evidence, that Missouri Pacific maintains a policy, pattern and practice of discriminating against the members of the maintenance-of-way subclass in job assignments and promotions which action is based on race. Moreover, the practice is Missouri Pacific’s standard operating procedure. In addition to challenging the probative value of plaintiffs’ statistical evidence, in an effort to offer legitimate and nondiscriminatory reasons for its employment decisions involving blacks in Maintenance-of-Way Department, Missouri Pacific offered evidence articulating, among other things, the following: 1. All job assignments within the maintenance-of-way subclass are governed by the collective bargaining agreement between Missouri Pacific and Brotherhood of Maintenance-of-Way Employees. 2. When vacancies are created, bulletins are prepared, posted and distributed to the employees. 3. In filling vacancies, the senior bidder is assigned. 4. In order to qualify for an assistant track foreman or track foreman one must be familiar with the rules, be able to read and write and communicate with people. The Court finds that Missouri Pacific has neither rebutted plaintiffs’ prima facie case, nor discredited plaintiffs’ evidence. The Court would further note the following in support of the conclusion that Missouri Pacific has failed to rebut plaintiffs’ prima facie case: 1. The existence of a collective bargaining agreement between Missouri Pacific and the Brotherhood of Maintenance-of-Way Employees does not relieve Missouri Pacific of its Title VII obligations not to discriminate on the basis of race in employment decisions. 2. The findings of the Court, hereinafter discussed, relating to the prolonged and continuous racially intimidating and insulting environment that the maintenance-of-way subclass members were subjected to on the part of white co-employees and supervisors as well and the failure of Missouri Pacific to take steps to remedy the ongoing racial harassment, not only expressed contempt for the black subclass members, but disclosed a narrow concern about the welfare of black employees. Indeed, this closed-minded attitude not only strengthened plaintiffs’ case, but created a cloud over the alleged legitimate reasons asserted by Missouri Pacific for its actions. 3. As previously noted, in the case of Ingram v. Missouri P.R. Co., 897 F.2d 1450 (8th Cir.1990), the court affirmed the lower court’s finding that James Hart, District Personnel Manager, was found to have harbored a racially discriminatory motive involving a promotion decision where a black employee was involved. However, Missouri Pacific in its post-trial pleadings advises the court that “On January 1, 1981 the hiring functions were further consolidated and Hart became the District Employment Representative. Hart was subsequently responsible for the hiring of all non-management personnel in the Eastern District of the railroad [which includes the facilities involved in his action].” Ill Terms And Conditions Of Employment In Maintenance-Of-Way And Transportation Departments The question to be resolved here is whether a pattern and practice of racial discrimination existed with respect to terms and conditions of employment relative to black maintenance-of-way employees after June 12, 1975, and with respect to black Transportation employees after January 26,1979. Only Title VII is implicated here. In endeavoring to establish a prima facie case of racial harassment, slurs and disrespect that black employees were subjected to in the work environment, in connection with the class claims regarding terms and conditions of employment, plaintiffs offered the following testimony from individual class members: 1. Phoebe Hudspeth, a black female brakeman, testified that she rejected the sexual advances of a white male engineer, Earl McKenzie and, as a consequence, McKenzie threatened to have her removed from the job. Hudspeth stated that she advised McKenzie that she was going to register a complaint with their supervisor. McKenzie replied, according to the testimony of Hudspeth, “Oh yeah, and if you do, you will be one dead nigger.” Hudspeth stated that she reported the incident, as well as other similar incidents, to the superintendent, L.A. Roach, but no action was taken. 2. Charles Malone testified about racial slurs written on walls on railroad property in Arkadelphia; and related an incident in which he removed a sign which read “nigger where is the world coming to, a nigger trainmaster.” The Court, at the suggestion and approval of counsel, toured the North Little Rock facility of Missouri Pacific and during the tour observed a KKK sign on a storage boxcar. 3. Lawrence Barbee testified about racial slurs written in bathrooms at railroad facilities within the Arkansas Division. 4. Darryl Talley testified that when he protested being called “boy”, his track foreman, Lester Rorie, replied: “you’re a smart ass little nigger, aren’t you?” Talley further testified that in reporting the incident to Rorie’s supervisor, Hillebrandt, Hillebrandt advised Talley to go to work. 5. Sidney Williams, Henry Johnson and Mike Wilkins related instances when immediate supervisors used “nigger”, “nigger division” and “black ass” in referring to black employees in the course of their employment; that these incidents were reported to their supervisors’ superiors, but no corrective measures were taken. 6. Barry Duran Stewart who was employed from 1977 through 1979 as a switch-man, brakeman and fireman testified that on an occasion, trainmaster Joe Bikarski stated to him “nigger, you better not show up on my job late again.” 7. Otis Ransom testified that General Roadmaster Pratt referred to black employees as “niggers” and further commented that the only thing that he did not like about the railroad was “niggers and women.” 8. General Manager R.G. Lang testified that he never reprimanded employees that he heard using racial slurs. Lee Roach, a division superintendent testified that he did not write up any report about the use of racial terms that he witnessed. Roach had formerly served as an assistant superintendent. 9. Joe Louis Hunter related that racial slurs were used by his foreman, a Mr. Cook, at the North Little Rock facility; and that Roadmaster Clyde Brown had also used racial slurs. 10. Testimony was elicited to the effect that a white foreman, Johnny Niswonger, would bring watermelon on the job and make racist remarks calling Andre Hawkins “nigger” and “watermelon.” Upon reporting the incident to the foreman’s superior, Mr. Billingsley, Mr. Billingsley replied that “as long as [Niswonger had not placed] a hand on [Hawkins], there’s not really much he could do about it.” 11. There was testimony to the effect that foreman Gene Butler grabbed Louis Pressly by the collar and kneed Pressly on the buttocks and stated “that’s the way all you darkies ought to be—that’s the way I ought to take and do all you darkies.” 12. Plaintiffs also proffered testimony demonstrating that blacks were required to work in severe or inclement weather conditions, i.e., rain, sleet and snow, while white employees were assigned tasks indoors; that on the road work assignments, blacks were not allowed to go into town for lunch, but white employees were permitted to do so. Blacks were required to eat sandwiches that the white employees brought back. There was testimony to the effect that white employees, during lunch breaks, were released earlier than blacks, thus enabling whites to get the shaded and more comfortable places to relax. This Court is persuaded that plaintiffs have demonstrated, by a preponderance of the evidence, that black employees, in both the North Little Rock facility and the Arkansas Division, were required to work in an environment that was racially intimidating and insulting; that the racial harassment and intimidation complained of are not isolated instances, but are prolonged and continuous involving white co-employees and supervisors as well; and that Missouri Pacific has failed to take steps to remedy the ongoing racial harassment. In essence, the Court finds that Missouri Pacific condoned the harassment. Further, the Court finds that Missouri Pacific has failed to rebut plaintiffs’ prima facie ease. IV Discharge and Discipline Plaintiffs, Transportation and Maintenance-of-Way subclasses, contend that Missouri Pacific discharged and disciplined black employees at a higher rate than whites on account of race. Missouri Pacific asserts, and the Court agrees, that the only remaining question for resolution relative to discharge and discipline is whether there was a pattern and practice of intentional racial discrimination in the actions taken against Maintenance-of-Way subclass members after June 12, 1975, implicating Title VII only. See: Court order of December 7, 1992, dismissing certain section 1981 claims. The date June 12, 1975, is 180 days just prior to subclass representative Earnest Franklin filing his administrative complaint with the Equal Employment Opportunity Commission. In order to establish a prima facie case of discriminatory termination or discipline, plaintiffs must demonstrate that other employees similarly situated but not of the same race were treated differently. Talley v. United States Postal Service, 720 F.2d 505 (8th Cir.1983); Underwood v. Jefferson Memorial Hospital, 639 F.2d 455 (8th Cir.1981). Plaintiffs’ exhibit 201 is, in essence, a compilation of plaintiffs’ statistical evidence identified as tables. Tables 8.3 through 8.6 relate purportedly to Missouri Pacific’s termination and disciplinary practices for the time frame beginning in 1973 and ending in 1984 inclusive. Table 8.3 represents an analysis of data that includes students employed for the summer months; table 8.4 is an analysis without taking into consideration the student workers; table 8.5 depicts an analysis of the student population returning to school at the end of summer, but the data appeared in the termination print-out as terminations; and table 8.6 is simply characterized as “[t]erminations: [dismissed for [disciplinary action.” Dr. James reached the conclusion, which is based on the tables set forth in plaintiffs Exhibit 201, that black employees dismissed for disciplinary reasons were disproportionately dismissed and that “this practice of overrepresentation is not due to chance.” Missouri Pacific argues rather persuasively that Dr. James statistical analyses, tables 8.3 through 8.6 as well as the conclusion reached, have no evidentiary or probative value because, among other things, Dr. James conceded that he could not determine from his analyses just what portions of the asserted disparities reflected in his tables resulted from voluntary employee termination, rule violations, poor probationary performance or other nondiscriminatory reasons relied on by Missouri Pacific in terminating employees. In addition, it is readily apparent that Dr. James did not take into consideration the distinction between a mere suspension as opposed to a dismissal, nor the practice of Missouri Pacific of reinstating some employees who had been terminated after a relatively short period of time following dismissal. Given these circumstances, the Court is of the view that plaintiffs’ statistical evidence relative to dismissals and discipline must be disregarded. Indeed, plaintiffs virtually concede at page 70 of their post-trial brief that plaintiffs rely essentially on the proffered anecdotal evidence in seeking to establish a prima facie ease on the termination and disciplinary claims. Plaintiffs have offered the personal experiences of Earnest Franklin, a class member, to demonstrate that more stringent discipline is meted out to blacks in the Maintenance-of-Way Department than to whites for similar infractions. Earnest Franklin, a track foreman, was accused by his immediate supervisor of sleeping on the job “instead of installing rail anchors on the tracks” under repair as instructed. Franklin denied that he was sleeping, but asserted that he had a headache and was simply seeking relief or comfort. Robert Ellerd, General Roadmaster, confirmed that Franklin was a good worker and complied with all of Ellerd’s instructions; and that Franklin had no prior disciplinary record at the time. D.L. Neely, the investigator assigned to investigate the alleged infraction, recommended to William Hillebrandt, Terminal Superintendent, that a 60 day actual suspension be imposed against Franklin for the alleged infraction. Nevertheless, Hillebrandt imposed dismissal. After 170 days had expired from the date of Franklin’s dismissal, Franklin was permitted to return to work as a trackman and not in his former capacity as track foreman. The evidence reflects, however, that Franklin was ultimately reinstated to the position of track foreman. The evidence reflects, however, that the following white employees, T.G. Allen, an inspector of freight cars, T.J. Blaty, an electrieian, and J.W. Allen, a clerk, were found sleeping on the job and each was assessed 30 days actual suspension without a reduction in either seniority or job title. Moreover, the evidence also reflects that these three white employees had prior disciplinary records at the time of the sleeping incidents. In responding to a request to explain the difference in the treatment accorded the three white employees and Franklin, Superintendent Hillebrandt stated: “part of it may have had to do with the fact that Mr. Franklin was the foreman,” but Mr. Hillebrandt conceded that there was no rule requiring a greater punishment premised on one’s title or position; and further replied: “Q. Now, this gentleman [T.J. Blaty] was given only 30 days. Can you tell me why he’s given—an electrician who is white only given 30 days even six years later when Mr. Franklin gets 170 [days] from you? A. Not specifically, no, I can’t.” Russell Vaughn, a white conductor, was found sleeping on the job and was dismissed for 120 days. At the time, however, Mr. Vaughn had a prior record for failing to report an accident resulting in an injury to a co-employee. Significantly, Mr. Vaughn returned to work in his capacity as conductor. Approximately a year later, Mr. Vaughn was given a 30 day deferred suspension. In another incident, Mr. Vaughn admitted, during the investigation, that he had consumed beer prior to reporting for work. In November, 1976, Franklin was disciplined a second time by Hillebrandt for occupying the main track without, purportedly, authority resulting in a collision between a freight train and Franklin’s motor car. There, seemingly, was no property damage or personal injuries. Franklin was dismissed for 6 months. J.B. Metcalf, a white employee, was dismissed for two months in February, 1974, for a violation resulting in a 32 car derailment. Metcalf was permitted to return to work on a leniency basis without pay for all the time lost along with unimpaired seniority rights. At the time of Metcalfs dismissal, Metcalf had been disciplined for causing accidents, sleeping on the job, failure to show up for work when called and failure to inspect his train. The following white employees received the designated sanctions for sleeping on the job: T.L. Colclasure 90 days actual suspension, D.M. Price 30 days actual suspension, Skinner was assessed 30 days dismissal, but returned to work after three weeks. Ore Wakefield received 90 days actual suspension and Wayne McNeely was assessed 90 days actual suspension. Finally, the evidence discloses that Franklin, serving as track foreman, was faced with no restrictions in terminating black employees under his supervision, but relative to white employees under his supervision, Franklin was required to present written complaints to his Roadmaster before terminating white employees. James Edward Williams who was employed as a laborer in the “ramp” area in 1973 was terminated eight months later on the ground that he had missed a call. Williams testified that upon being advised of the call, he called in and talked with the acting foreman and later presented a doctor’s statement explaining the reason for his absence, but was terminated anyway; and that an investigation of the matter was never instituted. Williams testified further that his immediate foreman, Clark Hill, always addressed him as “boy” in referring to him and that he registered his disapproval of the use of the term “boy.” Diane Jones, a black female, testified that she was first employed at Missouri Pacific in March, 1977, by Jack Sheridan as a laborer in the maintenance shop; and that during the initial interview, she informed Sheridan that she had been placed on probation for the offense of attempted forgery which was to be expunged from her record during the month of August of 1977. Jones testified that Sheridan advised her, at that time, that even though she had not designated this information on her application, this “was no problem.” Approximately one month later, Jones was terminated by Sheridan although she had not received any complaints about her work performance and she was not given any reason or explanation for the termination. Billy Collins testified that he was hired on December 11,1973, as a switchman. However, on occasions he was used as a brakeman. While serving as a switchman, Collins’ activities were confined to the yard or the local area; but as brakeman, Collins would serve “on runs to Poplar Bluff, Missouri, and Memphis.” Collins was terminated on August 28, 1974, for missing five or six calls, over a ten month period, requesting him to report for work following eight hours rest period after the completion of an assignment. Collins testified that he was unaware of any white employee who was terminated for missing calls; Collins stated that “I know they’ve been laid off or suspended or given some kind of probationary period or something like that,” but not fired. Collins stated that he knew of other black employees who had been fired for missing phone calls, but could only name one, J.L. Jett. Collins attributes the severe action of termination to race by relating an incident involving his immediate supervisor, Superintendent P.L. Tucker, when Collins requested that he be made a permanent brakeman since the greater part of his work assignments involved the duties of a brakeman. Collins stated Superintendent Tucker responded as follows: “He told me he would fire my ass, if I wanted to be anything else” other than a switchman. Collins stated that he had never heard Superintendent Tucker talk to white employees in that manner. After carefully considering plaintiffs’ anecdotal evidence, the evidence offered in connection with plaintiffs’ terms and condition claims as well as the latitude that subjectivity is employed in assessing discipline and termination, this Court is of the view that plaintiffs have met their burden of establishing a prima facie case, by a preponderance of the evidence, of a pattern and practice of discrimination against members of the relevant class based on race. Further, the Court is persuaded that Missouri Pacific has failed to demonstrate legitimate or nondiscriminatory reasons for disparate treatment in disciplining black employees in the Maintenanee-ofWay Department. In other words, Missouri Pacific has not rebutted plaintiffs’ prima facie case. V Individual Claims The remaining claims to be resolved concern the alleged disparate treatment experienced by the following individuals at the behest of Missouri Pacific: Robert Webb, Earnest Franklin, John Sykes, Jerry Deloney, Curtis Carter, Sidney Williams, Lawrence Barbee and Barry Stewart. In a proceeding involving an individual claim of disparate treatment premised on race, plaintiff has the responsibility to establish a prima facie case of intentional discrimination by a preponderance of the evidence. If the plaintiff is successful, the burden shifts to the employer to produce evidence that the employment decisions under scrutiny were for legitimate and non-discriminatory reasons. If the employer “carries] this burden”, plaintiff has the duty to establish, by a preponderance of the evidence, that the alleged reasons are pretextual to cover racial discrimination. Plaintiff possesses the ultimate burden, at all times, of persuading the Court that he has been a victim of purposeful discrimination. See: St Mary’s Honor Center v. Hicks, — U.S. -, 113 S.Ct. 2742, 125 L.Ed.2d 407 (1993); Texas Dept. of Community Affairs v. Burdine, 450 U.S. 248, 101 S.Ct. 1089, 67 L.Ed.2d 207 (1981). Robert Webb Robert Webb testified that between 1971 and 1980 he had made numerous applications for employment with Missouri Pacific at its Pike Avenue office in North Little Rock, Arkansas. Webb further testified that he was not seeking any particular type of job, but was simply interested in working for the railroad. He stated also that on an occasion he was interviewed by a Mr. Trimble and was told that there were no openings and that he should check back later. Webb stated that after a “two-week period, I called him back again, so he said you know—he still didn’t have anything, so check back in about six weeks. So I kept—I kept waiting, I kept waiting, so I called him again. And after calling that time, I didn’t get any response from him. And I just—I stopped for a little while and just started thinking.” On another occasion in 1980, Webb said he requested an application in order to apply again for employment, but was advised that Missouri Pacific was not “taking applications,” but saw the company’s “applicant flow charts” and observed that both blacks and whites had been hired; and that he concluded from this observation that more whites had been hired than blacks. On cross examination, Webb said that in observing the applicant flow charts he simply concluded that more whites had applied for work than blacks. Webb also stated that he actually filled out applications for employment “somewhere in between ’72 and ’73. The Court finds that Mr. Webb has failed to establish a prima facie case, by a preponderance of the evidence, demonstrating that Missouri Pacific intentionally discriminated against him because of race in Webb’s efforts to gain employment. It is plain that Webb’s claim of discrimination is premised on conjecture and speculation. Accordingly, Webb’s complaint is dismissed with prejudice. Earnest Franklin In addressing the class claims regarding discrimination in the discharge and discipline of black employees, the Court dealt extensively with the personal experiences of Earnest Franklin, as a class member. The Court concluded that plaintiffs had met their burden of establishing a prima facie case of a pattern and practice of discrimination against members of the class based on race; and that Missouri Pacific had failed to demonstrate nondiscriminatory reasons for the disparity in treatment accorded black employees who were terminated or disciplined. The Court finds that Franklin has established disparate treatment in the numerous disciplines imposed by Missouri Pacific during his tenure as reflected in his testimony discussed earlier. In addition, Missouri Pacific has failed to demonstrate that its action was based on legitimate and nondiscriminatory reasons. John Sykes John Sykes, an intervenor in the Maintenance-of-Way subclass, was employed by Missouri Pacific on October 19, 1981, as a trackman subject, however, to the sixty day probationary period that applied to all new employees. The thrust of Mr. Sykes claim is essentially that Missouri Pacific terminated him within the sixty day probationary period, but without reason; and that, in his judgment, his work performance was satisfactory. In addition to creating hazards to himself and fellow employees, in the use of equipment, Sykes reported for work late on several occasions and worked less than the expected eight hours per work day. For example, Sykes was approximately thirty minutes late for work on the first day of his employment. David Craft, Sykes’ track foreman, testified that Sykes seemed to be disoriented while performing his assigned duties. Craft testified that he recommended that Sykes not be retained as an employee because he was an unsafe worker. Craft further testified that he also recommended that a white employee, Barton, not be retained because he was physically unable to perform trackman duties. The Court finds that Sykes has failed to establish a prima facie case that his termination during the probationary period was based upon race. Accordingly, Sykes’ complaint is dismissed with prejudice. Jerry Deloney Jerry Deloney, an intervenor who possesses two and one half years of college at the University of Arkansas at Little Rock in the field of electrical engineering, was hired as a trackman by Missouri Pacific on February 22, 1980. Deloney initially worked at Hope, Arkansas for approximately thre