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Promotions and Earnings – Gender or Merit? Evidence from Longitudinal Personnel Data

Author

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  • Juho Jokinen

    (University of Jyväskylä)

  • Jaakko Pehkonen

    (University of Jyväskylä)

Abstract

This study examines the determinants of promotions, performance evaluations and earnings using unique longitudinal data from the personnel records of a large university. The study focuses on the role of gender in remuneration using, first, information on the complexity ratings of job tasks to define promotions on job ladders and, second, information on objective individual productivity. The study finds that individual research productivity was an important determinant of promotions and earnings. The results indicate that gender has no effect on the probability of being promoted, conditional on productivity, nor does it play a role in the performance evaluation of employees. Furthermore, the results suggest that contemporaneous productivity measures provide a usable proxy for the past productivity of a worker.

Suggested Citation

  • Juho Jokinen & Jaakko Pehkonen, 2017. "Promotions and Earnings – Gender or Merit? Evidence from Longitudinal Personnel Data," Journal of Labor Research, Springer, vol. 38(3), pages 306-334, September.
  • Handle: RePEc:spr:jlabre:v:38:y:2017:i:3:d:10.1007_s12122-017-9254-7
    DOI: 10.1007/s12122-017-9254-7
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    as
    1. Graves, Philip E. & Marchand, James R. & Sexton, Robert L., 2002. "Hedonic wage equations for higher education faculty," Economics of Education Review, Elsevier, vol. 21(5), pages 491-496, October.
    2. Thomas Dohmen & Hartmut F. Lehmann & Mark E. Schaffer, 2014. "Wage Policies of a Russian Firm and the Financial Crisis of 1998: Evidence from Personnel Data, 1997 to 2002," ILR Review, Cornell University, ILR School, vol. 67(2), pages 504-531, April.
    3. Takahashi, Ana Maria & Takahashi, Shingo, 2011. "Gender salary differences in economics departments in Japan," Economics of Education Review, Elsevier, vol. 30(6), pages 1306-1319.
    4. Mari Kangasniemi & Antti Kauhanen, 2013. "Performance-related pay and gender wage differences," Applied Economics, Taylor & Francis Journals, vol. 45(36), pages 5131-5143, December.
    5. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    6. Thomas J. Dohmen & Ben Kriechel & Gerard A. Pfann, 2004. "Monkey bars and ladders: The importance of lateral and vertical job mobility in internal labor market careers," Journal of Population Economics, Springer;European Society for Population Economics, vol. 17(2), pages 193-228, June.
    7. Michael Ransom & Ronald L. Oaxaca, 2005. "Intrafirm Mobility and Sex Differences in Pay," ILR Review, Cornell University, ILR School, vol. 58(2), pages 219-237, January.
    8. Stijn Kelchtermans & Reinhilde Veugelers, 2013. "Top Research Productivity and Its Persistence: Gender as a Double-Edged Sword," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 273-285, March.
    9. Toutkoushian, Robert K., 1998. "Sex Matters Less for Younger Faculty: Evidence of Disaggregate Pay Disparities from the 1988 and 1993 NCES Surveys," Economics of Education Review, Elsevier, vol. 17(1), pages 55-71, February.
    10. David N. Laband & Robert D. Tollison, 2003. "Dry Holes in Economic Research," Kyklos, Wiley Blackwell, vol. 56(2), pages 161-173, May.
    11. Christiana E. Hilmer & Michael J. Hilmer, 2005. "How Do Journal Quality, Co-Authorship, and Author Order Affect Agricultural Economists' Salaries?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 509-523.
    12. Booth, Alison L., 2009. "Gender and competition," Labour Economics, Elsevier, vol. 16(6), pages 599-606, December.
    13. George Baker & Michael Gibbs & Bengt Holmstrom, 1994. "The Wage Policy of a Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 921-955.
    14. Melanie E. Ward, 2001. "Gender and Promotion in the Academic Profession," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(3), pages 283-302, August.
    15. Catherine Haeck & Frank Verboven, 2012. "The Internal Economics of a University: Evidence from Personnel Data," Journal of Labor Economics, University of Chicago Press, vol. 30(3), pages 591-626.
    16. Monks, James & Robinson, Michael, 2000. "Gender and Racial Earnings Differentials in Academic Labor Markets," Economic Inquiry, Western Economic Association International, vol. 38(4), pages 662-671, October.
    17. Uwe Jirjahn & Gesine Stephan, 2004. "Gender, piece rates and wages: evidence from matched employer--employee data," Cambridge Journal of Economics, Oxford University Press, vol. 28(5), pages 683-704, September.
    18. Bernt Bratsberg & James F. Ragan & John T. Warren, 2010. "Does Raiding Explain The Negative Returns To Faculty Seniority?," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 704-721, July.
    19. Casey Warman & Frances Woolley & Christopher Worswick, 2010. "The evolution of male-female earnings differentials in Canadian universities,1970-2001," Canadian Journal of Economics, Canadian Economics Association, vol. 43(1), pages 347-372, February.
    20. Flabbi, Luca & Ichino, Andrea, 2001. "Productivity, seniority and wages: new evidence from personnel data," Labour Economics, Elsevier, vol. 8(3), pages 359-387, June.
    21. Astrid Kunze & Amalia R. Miller, 2017. "Women Helping Women? Evidence from Private Sector Data on Workplace Hierarchies," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 769-775, December.
    22. Dahlia K. Remler & Elda Pema, 2009. "Why do Institutions of Higher Education Reward Research While Selling Education?," NBER Working Papers 14974, National Bureau of Economic Research, Inc.
    23. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    24. Bartel, Ann P, 1995. "Training, Wage Growth, and Job Performance: Evidence from a Company Database," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 401-425, July.
    25. Tuomas Pekkarinen & Juhana Vartiainen, 2006. "Gender Differences in Promotion on a Job Ladder: Evidence from Finnish Metalworkers," ILR Review, Cornell University, ILR School, vol. 59(2), pages 285-301, January.
    26. Marco Van Herpen & Kees Cools & Mirjam Van Praag, 2006. "Wage Structure and the Incentive Effects of Promotions," Kyklos, Wiley Blackwell, vol. 59(3), pages 441-459, August.
    27. Anja Heinze & Elke Wolf, 2010. "The intra-firm gender wage gap: a new view on wage differentials based on linked employer–employee data," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(3), pages 851-879, June.
    28. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
    29. David Blackaby & Alison L Booth & Jeff Frank, 2005. "Outside Offers And The Gender Pay Gap: Empirical Evidence From the UK Academic Labour Market," Economic Journal, Royal Economic Society, vol. 115(501), pages 81-107, February.
    30. Jason Abrevaya & Daniel S. Hamermesh, 2012. "Charity and Favoritism in the Field: Are Female Economists Nicer (To Each Other)?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 202-207, February.
    31. Donna K. Ginther & Kathy J. Hayes, 2003. "Gender Differences in Salary and Promotion for Faculty in the Humanities 1977–95," Journal of Human Resources, University of Wisconsin Press, vol. 38(1).
    32. Melissa Binder & Kate Krause & Janie Chermak & Jennifer Thacher & Julia Gilroy, 2010. "Same Work, Different Pay? Evidence from a US Public University," Feminist Economics, Taylor & Francis Journals, vol. 16(4), pages 105-135.
    33. Marianne A. Ferber & Michelle Teiman, 1980. "Are Women Economists at a Disadvantage in Publishing Journal Articles?," Eastern Economic Journal, Eastern Economic Association, vol. 6(3-4), pages 189-193, Aug-Oct.
    34. Hollis, Aidan, 2001. "Co-authorship and the output of academic economists," Labour Economics, Elsevier, vol. 8(4), pages 503-530, September.
    35. David Blackaby & Alison L Booth & Jeff Frank, 2005. "Outside Offers And The Gender Pay Gap: Empirical Evidence From the UK Academic Labour Market," Economic Journal, Royal Economic Society, vol. 115(501), pages 81-107, February.
    36. Marco Francesconi, 2001. "Determinants and Consequences of Promotions in Britain," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(3), pages 279-310, July.
    37. Ransom, Michael R. & Megdal, Sharon Bernstein, 1993. "Sex differences in the academic labor market in the affirmative action era," Economics of Education Review, Elsevier, vol. 12(1), pages 21-43, March.
    38. Marcia L. Bellas, 1997. "Disciplinary Differences in Faculty Salaries," The Journal of Higher Education, Taylor & Francis Journals, vol. 68(3), pages 299-321, May.
    39. Michael R. Pergamit & Jonathan R. Veum, 1999. "What is a Promotion?," ILR Review, Cornell University, ILR School, vol. 52(4), pages 581-601, July.
    40. Jung Cheol Shin & William K. Cummings, 2010. "Multilevel analysis of academic publishing across disciplines: research preference, collaboration, and time on research," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(2), pages 581-594, November.
    41. Prendergast, Canice & Topel, Robert, 1993. "Discretion and bias in performance evaluation," European Economic Review, Elsevier, vol. 37(2-3), pages 355-365, April.
    42. Moers, Frank, 2005. "Discretion and bias in performance evaluation: the impact of diversity and subjectivity," Accounting, Organizations and Society, Elsevier, vol. 30(1), pages 67-80, January.
    43. de la Rica, Sara & Dolado, Juan J. & Vegas, Raquel, 2010. "Performance Pay and the Gender Wage Gap: Evidence from Spain," IZA Discussion Papers 5032, Institute of Labor Economics (IZA).
    44. Binder, Melissa & Chermak, Janie & Krause, Kate & Thacher, Jennifer, 2012. "The teaching penalty in higher education: Evidence from a public research university," Economics Letters, Elsevier, vol. 117(1), pages 39-41.
    45. Booth, Alison L. & Francesconi, Marco & Frank, Jeff, 2003. "A sticky floors model of promotion, pay, and gender," European Economic Review, Elsevier, vol. 47(2), pages 295-322, April.
    46. Pema, Elda & Mehay, Stephen, 2010. "The role of job assignment and human capital endowments in explaining gender differences in job performance and promotion," Labour Economics, Elsevier, vol. 17(6), pages 998-1009, December.
    47. Marta M. Elvira & Mary E. Graham, 2002. "Not Just a Formality: Pay System Formalization and Sex-Related Earnings Effects," Organization Science, INFORMS, vol. 13(6), pages 601-617, December.
    48. Moore, William J & Newman, Robert J & Turnbull, Geoffrey K, 1998. "Do Academic Salaries Decline with Seniority?," Journal of Labor Economics, University of Chicago Press, vol. 16(2), pages 352-366, April.
    49. Toutkoushian, Robert K., 1999. "The status of academic women in the 1990s No longer outsiders, but not yet equals," The Quarterly Review of Economics and Finance, Elsevier, vol. 39(5), pages 679-698.
    50. Link, Albert N. & Swann, Christopher A. & Bozeman, Barry, 2008. "A time allocation study of university faculty," Economics of Education Review, Elsevier, vol. 27(4), pages 363-374, August.
    51. Barbezat, Debra A., 1991. "Updating estimates of male-female salary differentials in the academic labor market," Economics Letters, Elsevier, vol. 36(2), pages 191-195, June.
    52. McDowell, John M & Smith, Janet Kiholm, 1992. "The Effect of Gender-Sorting on Propensity to Coauthor: Implications for Academic Promotion," Economic Inquiry, Western Economic Association International, vol. 30(1), pages 68-82, January.
    53. Emilio J. Castilla, 2012. "Gender, Race, and the New (Merit-Based) Employment Relationship," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 51, pages 528-562, April.
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    2. Bukstein, Daniel & Gandelman, Néstor, 2019. "Glass ceilings in research: Evidence from a national program in Uruguay," Research Policy, Elsevier, vol. 48(6), pages 1550-1563.
    3. Manuel Goyanes & Márton Demeter & Aurea Grané & Tamás Tóth & Homero Gil Zúñiga, 2023. "Research patterns in communication (2009–2019): testing female representation and productivity differences, within the most cited authors and the field," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(1), pages 137-156, January.
    4. Fernandes, Mario & Hilber, Simon & Sturm, Jan-Egbert & Walter, Andreas, 2023. "Closing the gender gap in academia? Evidence from an affirmative action program," Research Policy, Elsevier, vol. 52(9).

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    More about this item

    Keywords

    Promotions; Gender pay gap; Individual productivity; Performance evaluation; Job complexity;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • M51 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Firm Employment Decisions; Promotions
    • M52 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Compensation and Compensation Methods and Their Effects

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