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Job analysis and job classification for addressing pay inequality in organizations: Adjusting our methods within a shifting legal landscape

Published online by Cambridge University Press:  29 March 2022

Nicole Strah ,
Deborah E. Rupp  and
Scott B. Morris
Nicole Strah
Affiliation:
Purdue University
Deborah E. Rupp*
Affiliation:
George Mason University
Scott B. Morris
Affiliation:
Illinois Institute of Technology
*
*Corresponding author. Email: drupp2@gmu.edu
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Abstract

Pay inequality remains a pervasive problem within the workforce. However, it can be challenging for even well-meaning and responsible organizations to effectively assess which jobs should be considered equivalent and paid the same based on both legal criteria (which have shifted over time and differ across specific statutes and jurisdictions) and scientific evidence (which continues to amass). This paper intends to initiate a solution-focused discussion on how organizations can proactively categorize jobs so that pay decisions that are made about men and women are both legally defensible and fair. We propose that integrating the job analysis/job classification literature and the pay discrimination literature (e.g., legal opinions given by courts) will inform this discussion. We first review federal and state legislation and court opinions that have set legal standards for identifying pay discrimination. We then review the relevance of job analysis/job classification for systematically defining and categorizing jobs, highlighting the legal issues that should be but (to the best of our knowledge) have not been considered when undertaking such processes. Our intention is for this article to spark dialogue among researchers and practitioners regarding the identification of methods with which organizations can strive to meet equal pay standards and goals, applying both legal and scientific perspectives.

Keywords

equal payjob analysisjob classificationpay fairnesspay discrimination

Information

Type
Focal Article
Information
Industrial and Organizational Psychology , Volume 15 , Issue 1 , March 2022 , pp. 1 - 45
Copyright
© The Author(s), 2022. Published by Cambridge University Press on behalf of the Society for Industrial and Organizational Psychology

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Footnotes

We emphasize that nothing presented in this paper should be interpreted as legal advice and recommend organizations work closely with legal counsel in all their compensation efforts.

References

References

Aldenderfer, M. S., & Blashfield, R. K. 1984. Cluster analysis (Vol. 44). Sage.CrossRefGoogle Scholar
Alksnis, C., Desmarais, S., & Curtis, J. (2008). Workforce segregation and the gender wage gap: Is “women’s” work valued as highly as “men’s”? Journal of Applied Social Psychology, 38(6), 1416–1441.CrossRefGoogle Scholar
Arvey, R. D. (1986). Sex bias in job evaluation procedures. Personnel Psychology, 39(2), 315–335.CrossRefGoogle Scholar
Bachman, E., & Krems, K. (2020). $40 million in employment discrimination settlements for department of labor watchdog in FY2019. National Law Review. X(16), 1–3. https://www.natlawreview.com/article/40-million-employment-discrimination-settlements-department-labor-watchdog- fy2019 Google Scholar
Barrett, G. V., & Sansonetti, D. M. (1988). Issues concerning the use of regression analysis in salary discrimination cases. Personnel Psychology, 41(3), 503–515.CrossRefGoogle Scholar
Bayard, K., Hellerstein, J., Neumark, D., & Troske, K. (1999). Why are racial and ethnic wage gaps larger for men than for women? Exploring the role of segregation using the new worker-establishment characteristics database. Contributions to Economic Analysis, 241, 175–204.CrossRefGoogle Scholar
Blau, F. D., & Kahn, L. M. (2007). The gender pay gap: Have women gone as far as they can? Academy of Management Perspectives, 21(1), 7–23.CrossRefGoogle Scholar
California Commission on the Status of Women and Girls (2018). Step-by-step job evaluation template for employers to determine wage rate. CA.gov. https://women.ca.gov/californiapayequity/employers-resources/step-by-step-job-evaluation-template/ Google Scholar
Ceci, S. J., Ginther, D. K., Kahn, S., & Williams, W. M. (2014). Women in academic science: A changing landscape. Psychological Science in the Public Interest, 15(3), 75–141.CrossRefGoogle ScholarPubMed
Cohen, J. (1992). A power primer. Psychological Bulletin, 112(1), 155–159.CrossRefGoogle ScholarPubMed
Coil, J. H. III, & Rice, C. M. (1993). State regulations update: State limits on drug-testing programs after accidents. Employment Relations Today, 20(1), 103–112.CrossRefGoogle Scholar
Colihan, J., & Burger, G. K. (1995). Constructing job families: An analysis of quantitative techniques used for grouping jobs. Personnel Psychology, 48(3), 563–586.CrossRefGoogle Scholar
Colosimo, J., Aamodt, M., Bayless, J., & Patrick, C. (2018, April 27–29). 2018 EEOC/OFCCP practitioner update: #The times are they a-changing? [Paper presentation]. The 33rd Annual Conference of the Society of Industrial and Organizational Psychology, Chicago, IL.Google Scholar
Cornelius, E. T., III, & Hakel, M. D. (1978). A Study to Develop an Improved Enlisted Performance Evaluation System for the US Coast Guard. Ohio State University Research Foundation.Google Scholar
Cornelius, E. T. III, Hakel, M. D., & Sackett, P. R. (1979). A methodological approach to job classification for performance appraisal purposes. Personnel Psychology, 32(2), 283–297.CrossRefGoogle Scholar
Cranny, C. J., & Doherty, M. E. (1988). Importance ratings in job analysis: Note on the misinterpretation of factor analyses. Journal of Applied Psychology, 73(2), 320–322.CrossRefGoogle Scholar
Daubert v. Merrell Dow Pharmaceuticals Inc., 509 U.S. 579 (1993)Google Scholar
Department of Industrial Relations. (2019). California Equal Pay Act: Frequently asked questions. https://www.dir.ca.gov/dlse/california_equal_pay_act.htm Google Scholar
Dierdorff, E. C., & Wilson, M. A. (2003). A meta-analysis of job analysis reliability. Journal of Applied Psychology, 88(4), 635–646.Google ScholarPubMed
Doverspike, D., Arthur, W. Jr., & Flores, C. (2017). Analyzing EEO disparities in pay: A primer on structuring analyses. In Morris, S. B. and Dunleavy, E. M. (Eds.), Adverse Impact Analysis (pp. 217–235). Routledge.Google Scholar
DuVernet, A. M., Dierdorff, E. C., & Wilson, M. A. (2015). Exploring factors that influence work analysis data: A meta-analysis of design choices, purposes, and organizational context. Journal of Applied Psychology, 100(5), 1603–1631.CrossRefGoogle ScholarPubMed
Eisenberg, D. T. (2010). Shattering the Equal Pay Act’s glass ceiling. SMUL Review, 63, 17–72.Google Scholar
England, P. (1992). Comparable worth: Theories and evidence. Routledge.Google Scholar
England, P., & Dunn, D. (1988). Evaluating work and comparable worth. Annual Review of Sociology, 14(1), 227–248.CrossRefGoogle Scholar
Equal Employment Opportunity Commission. (2000). EEOC Compliance Manual. https://www.eeoc.gov/laws/guidance/section-10-compensation-discrimination Google Scholar
Fine, S. A., & Cronshaw, S. F. (1999). Functional job analysis: A foundation for human resources management. Psychology Press.CrossRefGoogle Scholar
Fine, S. A., & Getkate, M. (1995). Series in applied psychology: Benchmark tasks for job analysis: A guide for functional job analysis (FJA) scales. Lawrence Erlbaum Associates.Google Scholar
Gael, S. (1983). Job analysis: A guide to assessing work activities. Jossey-Bass.Google Scholar
Garwood, M. K., Anderson, L. E., & Greengart, B. J. (1991). Determining job groups: Application of hierarchical agglomerative cluster analysis in different job analysis situations. Personnel Psychology, 44(4), 743–762.CrossRefGoogle Scholar
Gatewood, R.D., Feild, H.S., Barrick, M.R. (2019). Human Resource Selection, Ninth Edition. New York, NY: Wessex Press.Google Scholar
Gerhart, B, Newman, J. (2020). Compensation. New York, NY: McGraw Hill.Google Scholar
Gibson, S. G. (2012). Generalized work dimension analysis. In Wilson, M. A., Bennett, W., Gibson, S. G., & Alliger, G. M. (Eds.), The handbook of work analysis: Methods, systems, applications and science of work measurement in organizations (pp. 215–230). Routledge.Google Scholar
Gutman, A., Koppes, L. L., & Vodanovich, S. J. (2011). EEO law and personnel practices. Psychology Press.Google Scholar
Guy, M. E., & Newman, M. A. (2004). Women’s jobs, men’s jobs: Sex segregation and emotional labor. Public Administration Review, 64(3), 289–298.CrossRefGoogle Scholar
Harvey, R. J. (1986). Quantitative approaches to job classification: A review and critique. Personnel Psychology, 39(2), 267–289.CrossRefGoogle Scholar
Huang, Z. (1998). Extensions to the K-means algorithm for clustering large data sets with categorical values. Data Mining and Knowledge Discovery, 2(3), 283–304.CrossRefGoogle Scholar
Junor, A., Hampson, I., & Smith, M. (2009). Valuing skills: Helping mainstream gender equity in the New Zealand state sector. Public Policy and Administration, 24(2), 195–211.CrossRefGoogle Scholar
Kassambara, A. (2017). Practical guide to cluster analysis in R: Unsupervised machine learning. CreateSpace Independent Publishing Platform.Google Scholar
Landy, F. J., & Vasey, J. (1991). Job analysis: The composition of SME samples. Personnel Psychology, 44(1), 27–50.CrossRefGoogle Scholar
Levine, E. L., Thomas, J. N., & Sistrunk, F. (1988). Selecting a job analysis approach. In Gael, S. (Ed.), The job analysis handbook for business, industry and government (Vol. 1, pp. 339–352). John Wiley and Sons.Google Scholar
Lidge, E. F. III. (2002). The courts’ misuse of the similarly situated concept in employment discrimination law. Missouri Law Review, 67(4), 831–882.Google Scholar
Lindell, M. K., & Brandt, C. J. (1999). Assessing interrater agreement on the job relevance of a test: A comparison of CVI, T, rWG(J)}, and r*WG(J)} indexes. Journal of Applied Psychology, 84(4), 640–647.CrossRefGoogle Scholar
Manson, T. M., Levine, E. L., & Brannick, M. T. (2000). The construct validity of task inventory ratings: A multitrait-multimethod analysis. Human Performance, 13(1), 1–22.CrossRefGoogle Scholar
McCormick, E. J. 1960. Effect of amount of job information required on reliability of incumbents’ check-list reports. USAF Wright Air Development Division Technical Note 60–142.CrossRefGoogle Scholar
McCormick, E. J., Jeanneret, P. R., & Mecham, R. C. (1972). A study of job characteristics and job dimensions as based on the Position Analysis Questionnaire (PAQ). Journal of Applied Psychology, 56(4), 347–368.CrossRefGoogle Scholar
Miller, S. (2018). Why pay equity keeps getting more complicated. Society for Human Resource Management. https://www.shrm.org/resourcesandtools/hr-topics/compensation/pages/pay-equity-gets-more-complicated.aspx Google Scholar
Milligan, G. W., and Cooper, M. C. (1985). An examination of procedures for determining the number of clusters in a data set. Psychometrika, 50, 159–179.CrossRefGoogle Scholar
Morgeson, F. P., Brannick, M. T., & Levine, E. L. (2019). Job and work analysis: Methods, research, and applications for human resource management. Sage Publications.Google Scholar
Morgeson, F. P., & Dierdorff, E. C. (2011). Work analysis: From technique to theory. In Zedeck, S. (Ed.), APA handbook of industrial and organizational psychology, Vol. 2. Selecting and developing members for the organization (pp. 3–41). American Psychological Association.CrossRefGoogle Scholar
Nagele-Piazza, L. (2018). Employers should plan for stronger pay equity laws. Society for Human Resource Management. https://www.shrm.org/hr-today/news/hr-news/conference-today/pages/2018/employers-should-plan-for-stronger-pay-equity-laws.aspxGoogle Scholar
Office of Federal Contract Compliance Programs. (2018). Analysis of contractor compensation practices during a compliance evaluation. Directive 2018-05. https://www.dol.gov/agencies/ofccp/directives/2018-08 Google Scholar
Office of Federal Contract Compliance Programs. (2020). Nondiscrimination obligations of federal contractors and subcontractors: Procedures to resolve potential employment discrimination, 41 CFR Parts 60–1, 60–2, 60–300, and 60–741. https://www.federalregister.gov/documents/2020/11/10/2020-24858/rin-1250-aa10 Google Scholar
Office of Federal Contract Compliance Programs. (2020, November 12th). JP Morgan Chase agrees to pay $9.8 million to resolve gender discrimination allegations [Press release]. https://www.dol.gov/newsroom/releases/ofccp/ofccp20201112 Google Scholar
Office of Secretary of State (2018). Bureau of labor and industries: Individual acts of remuneration as distinct violations. OR.Google Scholar
Office of the Attorney General (2018). An act to establish pay equity: Overview and frequently asked questions. MA.Google Scholar
Petersen, T., & Morgan, L. A. (1995). Separate and unequal: Occupation-establishment sex segregation and the gender wage gap. American Journal of Sociology, 101(2), 329–365.CrossRefGoogle Scholar
Peterson, N. G., Mumford, M. D., Borman, W. C., Jeanneret, P. R., Fleishman, E. A., Levin, K. Y., Campion, M. A., Mayfield, M. S., Morgeson, F. P., Pearlman, K., Gowing, M. K., Lancaster, A. R., Silver, M. B., & Dye, D. M. (2001). Understanding work using the Occupational Information Network (O* NET): Implications for practice and research. Personnel Psychology, 54(2), 451–492.CrossRefGoogle Scholar
Řezanková, H., & Everitt, B. (2009). Cluster analysis and categorical data. Statistika, 3, 216–232.Google Scholar
Ross, J. (1963). The relation between test and person factors. Psychological Bulletin, 70, 432–443.Google ScholarPubMed
Rupp, D. E., Shao, R., Jones, K., & Liao, H. (2014). The utility of a multfoci approach to the study of organizational justice: A meta-analytic investigation into the consideration of normative rules, moral accountability, bandwidth-fidelity, and social exchange. Organizational Behavior and Human Decision Processes, 123, 159–185.CrossRefGoogle Scholar
Sackett, P. R., Cornelius, E. T. III, & Carron, T. J. (1981). A comparison of global judgment vs. task-oriented approaches to job classification. Personnel Psychology, 34, 791–804.Google Scholar
Sady, K., & Aamodt, M. G. (2017). Analyzing EEO disparities in pay: Guidance in the application of regression analyses. In Morris, S. B. & Dunleavy, E. M. (Eds.), Adverse impact analysis (pp. 216–238). Routledge.Google Scholar
Sady, K., Aamodt, M. G., & Cohen, D. (2015). Compensation equity: Who, what, when, where, why, and how. In Hanvey, C., & Sady, K. (Eds.), Practitioner’s guide to legal issues in organizations (pp. 249–282). Springer.CrossRefGoogle Scholar
Sanchez, J. I., & Levine, E. L. (2012). The rise and fall of job analysis and the future of work analysis. Annual Review of Psychology, 63, 397–425.CrossRefGoogle ScholarPubMed
Seyfarth, Shaw. (2019). 50 state pay equity desktop reference: What employers need to know about pay equity laws. https://www.seyfarth.com/images/content/7/8/v1/7829/PayEquity_50State.pdf Google Scholar
Sheen, R. (2018). Expect more pay equity changes in 2018. Pay Parity Post. https://firstcapitolconsulting.com/datadriven/expect-more-pay-equity-changes-in-2018/ Google Scholar
Strah, N., & Rupp, D. E. (in press). Are there cracks in our foundation? An integrative review of diversity issues in job analysis. Journal of Applied Psychology.Google Scholar
Velde, M. E., van der, Bossink, C. J., & Jansen, P. G. (2005). Gender differences in the determinants of the willingness to accept an international assignment. Journal of Vocational Behavior, 66(1), 81–103.Google Scholar
Vodanovich, S. J. & Rupp, D. E. (in press). Employment discrimination: A concise review of the legal landscape. Oxford University Press.Google Scholar
Woo, S. E., Jebb, A. T., Tay, L., & Parrigon, S. (2018). Putting the “person” in the center: Review and synthesis of person-centered approaches and methods in organizational science. Organizational Research Methods, 21(4), 814–845.CrossRefGoogle Scholar
Wright, A. (2011). “Modernising” away gender pay inequality? Some evidence from the local government sector on using job evaluation. Employee Relations, 33(2), 159–178.Google Scholar

Cases Cited

Alaska State Comm’n for Human Rights v. Department of Admin., 796 P.2d 458 (Alaska 1990).Google Scholar
Aldrich v. Randolph Cent. School Dist., 963 F.2d 520 (2nd Cir. 1992).Google Scholar
Arrington v. Cobb County, 139 F.3d 865 (11th Cir. 1998).Google Scholar
Bazemore v. Friday, 478 U.S. 385 (1986).Google Scholar
Beck-Wilson v. Principi, 441 F.3d 353 (6th Cir. 2006).Google Scholar
Boumehdi v. Plastag Holdings, LLC, 489 F.3d 781 (7th Cir. 2007).Google Scholar
Bobo v. United Parcel Service, Inc., 665 F.3d 741 (6th Cir. 2012). Brennan v. City Stores, Inc. 479 F.2d 235 (5th Cir. 1973).Google Scholar
Brennan v. Prince William Hospital Corp., 503 F.2d 282 (4th Cir. 1974).Google Scholar
Brennan v. South Davis Community Hospital, 538 F. 2d 859, 862 (10th Cir. 1976).Google Scholar
Bureau of Lab. & Indus. v. City of Roseburg, 706 P.2d 956 (Or. App. 1985).Google Scholar
Coleman v. Donahoe, 667 F. 3d 835 (7th Cir. 2012).Google Scholar
Corning Glass Works v. Brennan, 417 U.S. 188 (1974).Google Scholar
County of Washington v. Gunther, 452 U.S. 161 (1981).Google Scholar
Cullen v. Ind. Univ. Bd. of Trs., 338 F.3d 693 (7th Cir. 2003).Google Scholar
EEOC v. Maricopa County Community College Dist., 736 F.2d 510 (9th Cir. 1984).Google Scholar
EEOC v. Port Auth. of N.Y. & N.J., 768 F.3d 247 (2d Cir. 2014).Google Scholar
Foco v. Freudenberg-Nok Gen. P’ship, 549 Fed. Appx. 340 (6th Cir.2013).Google Scholar
Gu v. Boston Police Dep’t, 312 F.3d 6 (1st Cir. 2002).Google Scholar
Herster v. Board of Supervisors of Louisiana State Univ., 887 F.3d 177, 184 (5th Cir. 2018).Google Scholar
Hodgson v. Brookhaven Gen. Hosp., 436 F.2d 719 (5th Cir. 1970).Google Scholar
Hodgson v. Daisy Mfg. Co., 445 F.2d 823 (8th Cir. 1971).Google Scholar
Johnson v. Weld County, 594 F.3d 1202 (10th Cir. 2010).Google Scholar
Keller v. Crown Cork & Seal USA, Inc., 491 Fed. Appx. 908, 914 (10th Cir. 2012).Google Scholar
Korte v. Diemer, 909 F.2d 954 (6th Cir. 1990).Google Scholar
Lambert v. Genesee Hosp., 10 F.3d 46, 55 (2d Cir.1993).Google Scholar
Lawrence v. CNF Transp., Inc., 340 F.3d 486 (8th Cir. 2003). Lang v. Kohl’s Food Stores, Inc., 217 F.3d 919 (7th Cir. 2000). Lenzi v. Systemax, Inc., 944 F.3d 97, 107 (2d Cir. 2019).Google Scholar
Lewis v. City of Union City, 918 F.3d 1213 (11th Cir. 2019).Google Scholar
Marshall v. Bldg. Maint. Corp., 587 F.2d 567, 569 (2d Cir. 1978). McMillan v. Massachusetts SPCA, 140 F.3d 288 (1st Cir. 1998).Google Scholar
McDonnell Douglas Corp. v. Green, 411 U.S. 792 (1973).Google Scholar
Miranda v. B. B. Cash Grocery Store, Inc., 975 F. 2d 1518 (11th Cir. 1992).Google Scholar
Mulhall v. Advance Sec., 19 F.3d 586 (11th Cir. 1994).Google Scholar
Nelson v. Chattahoochee Valley Hosp. Soc., 731 F. Supp. 2d 1217 (M.D. Ala. 2010).Google Scholar
Niwayama v. Texas Tech Univ., 590 Fed. Appx. 351 (5th Cir. 2014).Google Scholar
Perkins v. Rock-Tenn. Servs., Inc., 700 F. Appx. 452, 457 (6th Cir. 2017).Google Scholar
Rizzo v. Yovino, 950 F.3d 1217 (9th Cir. 2020).Google Scholar
Ruiz-Justiniano v. United States Postal Serv., 2018 WL 4562080, at *1 (D.P.R. 2018).Google Scholar
Schultz v. American Can Co., 424 F.2d 356 (8th Cir. 1970).Google Scholar
Shultz v. Wheaton Glass Co., 421 F.2d 259 (3d Cir. 1970).Google Scholar
Siler-Khodr v. Univ. of Tex. Health Sci. Ctr. San Antonio, 261 F.3d 542 (5th Cir. 2002).Google Scholar
Sims-Fingers v. City of Indianapolis, 493 F. 3d 768 (7th Cir. 2007).Google Scholar
Smith v. Bull Run School Dist., 722 P.2d 27 (Ore. App. 1986).Google Scholar
Spencer v. Va. State Univ., 919 F.3d 199 (4th Cir. 2019).Google Scholar
Sprague v. Thorn Ams., Inc., 129 F.3d 1355, 1363 (10th Cir. 1997).Google Scholar
Taylor v. White, 321 F.3d 710 (8th Cir. 2003).Google Scholar
Tenkku v. Normandy, 348 F.3d 737 (8th Cir. 2003).Google Scholar
Texas Dep’t of Cmty. Affairs v. Burdine, 450 U.S. 248, 254 (1981).Google Scholar
Thompson v. Sawyer, 678 F.2d 257 (D.C. Cir. 1982).Google Scholar
Tomka v. Seiler Corp., 66 F.3d 1295, 1306 (2d Cir.1995).Google Scholar
Usery v. Allegheny County Insitution Dist., 544 F.2d 148 (3rd Cir. 1976).Google Scholar
Usery vs. Columbia University, 568 F.2d 953 (2nd Cir. 1977).Google Scholar
Vasquez v. El Paso Cty. Cmty. Coll Dist., 177 F. App’x 422, 424 (5th Cir. 2006).Google Scholar
Warren v. Solo Cup Co., 516 F.3d 627 (7th Cir. 2008).Google Scholar
Wheatley v. Wicomico County, 390 F.3d 328 (4th Cir. 2004).Google Scholar