Abstract
The gender gap in promotions literature typically uses survey to survey imputed hourly wage changes to measure the earnings effects of promotions alone. By distinction, we study raises with and without promotions using data within surveys that uniquely identify both the current and most recent wages of hourly workers separate from salary workers. In cross-section estimates we identify a gender gap in raise magnitude favoring men only among hourly workers who achieve promotions, but this result vanishes in fixed effects estimates. No gender gaps emerge in any other instance, including for salary workers and raises absent of promotion. We further contribute to the literature by uniquely controlling for natural ability and risk preferences of the workers, the time passed since earning the raise, and also whether the responsibility of the worker’s job changed with the raise.
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Notes
Indeed, an anonymous referee makes the important point that it can take women longer than men to earn raises and promotions. This observation perhaps results from the higher promotion standards for women the glass-ceiling model suggests. Unfortunately, controlling for these circumstances is a limitation of our data.
Workers are least likely to report a daily pay rate.
We propose there is less ambiguity in projecting weekly, bi-weekly, semi-monthly and monthly payments into an annual payment since these, as a segment of a year, are fixed. On the other hand, it is not known how many days are worked in a year, which introduces difficulty in accurately calculating annual earnings using daily payment data. Since workers may not work all 52 weeks in a year, we also run our salary pay regressions using samples excluding weekly reported earnings, and finally using only annually reported earnings. Our results remain unchanged.
It is this characteristic of our model that we believe is likely the reason why our specifications have relatively little explanatory power.
It is important to note that these percentage changes are only rough approximations, as differences in natural logs are only close to percentage differences when the differences are small. While interpretations to percentage changes warrant caution, simple magnitude comparisons such as these done here are satisfactory.
Obtaining promotion instances is done using a question asking whether workers were promoted since the last interview. Since these data are biennial, this time period is roughly two years. Table 2 indicates that the average time since getting a raise is between 10 and 12 months. Although it is likely a reported raise coincides with a reported promotion, it is not technically linked in the data.
It may be important here to reiterate that the sample is made up of all workers who experienced a wage change only within their employer. Thus, we are omitting all workers that may have earned a significant raise by switching employers. Perhaps salary workers engage in this type of employer switching more often than hourly workers and earn significant wage increases in this way.
References
Addison JT, Ozturk OD, Wang S (2014) The role of gender in promotion and pay over a career. J Hum Cap 8(3):280–317
Artz B, Goodall A, Oswald A. (2018) "Do Women Ask?", Industrial Relations, forthcoming
Babcock L, Laschever S (2003) Women don’t ask: negotiation and the gender divide. Princeton University Press, Princeton
Baughman R, DiNardi D, Holtz-Eakin D (2003) Productivity and wage effects of ‘family-friendly’ fringe benefits. Int J Manpow 24(3):247–259
Bjerk D (2007) The differing nature of black-white wage inequality across occupational sectors. J Hum Resour 42(2):398–434
Blau FD, DeVaro J (2007) New evidence on gender differences in promotion rates: an empirical analysis of a sample of new hires. Indus Relat: J Econ Soc 46(3):511–550
Blau FD, Kahn LM (2007) The gender pay gap have women gone as far as they can? Acad Manag Perspect 21(1):7–23
Blau FD, Simpson P, Anderson D (1998) Continuing progress? Trends in occupational segregation in the United States over the 1970s and 1980s. Fem Econ 4(3):29–71
Booth AL (2009) Gender and competition. Labour Econ 16(6):599–606
Booth AL, Francesconi M, Frank J (2003) A sticky floors model of promotion, pay, and gender. Eur Econ Rev 47(2):295–322
Bratsberg, Bernt, Dek Terrell. (1998) "Experience, tenure, and wage growth of young black and white men." J Human Resour 658–682
Cobb-Clark DA (2001) "Getting ahead: the determinants of and payoffs to internal promotion for young US men and women." Worker wellbeing in a changing labor market. Emerald Group Publishing Limited. 339–372
Cobb-Clark DA, Dunlop Y (1999) Role of gender in job promotions. Monthly Lab Rev 122:32
Fryer RG (2007) Belief flipping in a dynamic model of statistical discrimination. J Public Econ 91(5):1151–1166
Gerhart BA, Milkovich GT (1989) Salaries, salary growth, and promotions of men and women in a large, private firm. In: Michael RT, Hartmann H, O’Farrell B (eds) Pay equity: empirical inquiries. National Academy Press, Washington, DC, pp 23–43
Giuliano LM, Leonard J, Levine D II. (2005) "Do Race, Gender, and Age Differences Affect Manager-Employee Relations? An Analysis of Quits, Dismissals, and Promotions at a Large Retail Firm." Center for Responsible Business
Hersch J, Viscusi W (1996) Gender differences in promotions and wages. Indus Relat: J Econ Soc 35(4):461–472
Javdani M, McGee A (2015) Moving Up or Falling Behind? Gender, Promotions, and Wages in Canada (No. 9380). Institute for the Study of Labor (IZA)
Joshi A, Son J, Roh H (2015) When can women close the gap? A meta-analytic test of sex differences in performance and rewards. Acad Manag J 58(5):1516–1545
Lazear EP, Rosen S (1990) "male-female wage differentials in job ladders." Journal of Labor Economics 8.1. Part 2:S106–S123
McCue K (1996) Promotions and wage growth. J Labor Econ 14(2):175–209
Olson CA, Becker BE (1983) Sex discrimination in the promotion process. Ind Labor Relat Rev 36(4):624–641
Paulin EA, Mellor JM (1996) Gender, race, and promotions within a private-sector firm. Indus Relat: J Econ Soc 35(2):276–295
Pekkarinen T, Vartiainen J (2006) Gender differences in promotion on a job ladder: evidence from Finnish metalworkers. ILR Rev 59(2):285–301
Pergamit MR, Veum JR (1999) What is a promotion? ILR Rev 52(4):581–601
Rosenfeld RA (1980) Race and sex differences in career dynamics. Am Sociol Rev:583–609
Rubinstein A (1982) Perfect equilibrium in a bargaining model. Econo: J Econ Soc:97–109
Smith N, Smith V, Verner M (2013) Why are so few females promoted into CEO and vice president positions? Danish empirical evidence, 1997–2007. Ind Labor Relat Rev 66(2):380–408
Woodbury S (1983) Substitution between wage and nonwage benefits. Am Econ Rev 73(1):166–182
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Artz, B., Taengnoi, S. The Gender Gap in Raise Magnitudes of Hourly and Salary Workers. J Labor Res 40, 84–105 (2019). https://doi.org/10.1007/s12122-018-9277-8
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DOI: https://doi.org/10.1007/s12122-018-9277-8