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Published in: Human Resources for Health 1/2021

Open Access 01-12-2021 | Research

Narrowing but persisting gender pay gap among employees of the US Department of Health and Human Services during 2010–2018

Authors: Zhuo Chen, Yihong Zhang, Huabin Luo, Donglan Zhang, Janani Rajbhandari-Thapa, Yuheng Wang, Ruoxi Wang, Grace Bagwell-Adams

Published in: Human Resources for Health | Issue 1/2021

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Abstract

Background

The gender pay gap in the United States (US) has narrowed over the last several decades, with the female/male earnings ratio in the US increased from about 60% before the 1980s to about 79% by 2014. However, the gender pay gap among the healthcare workforce persists. The objective of this study is to estimate the gender pay gap in the US federal governmental public health workforce during 2010–2018.

Methods

We used an administrative dataset including annual pay rates and job characteristics of employees of the US Department of Health and Human Services. Employees’ gender was classified based on first names. Regression analyses were used to estimate the gender pay gap using the predicted gender.

Results

Female employees of the DHHS earned about 13% less than men in 2010, and 9.2% less in 2018. Occupation, pay plan, and location explained more than half of the gender pay gap. Controlling for job grade further reduces the gap. The unexplained portion of the gender pay gap in 2018 was between 1.0 and 3.5%. Female employees had a slight advantage in terms of pay increase over the study period.

Conclusions

While the gender pay gap has narrowed within the last two decades, the pay gap between female and male employees in the federal governmental public health workforce persists and warrants continuing attention and research. Continued efforts should be implemented to reduce the gender pay gap among the health workforce.
Literature
1.
go back to reference Blau FD, Kahn LM. The gender wage gap: extent, trends, and explanations. J Econ Liter. 2017;55(3):789–865.CrossRef Blau FD, Kahn LM. The gender wage gap: extent, trends, and explanations. J Econ Liter. 2017;55(3):789–865.CrossRef
2.
go back to reference Hamidullah MF, Riccucci NM, Lee IP. Citizens’ perceptions of closing the gender pay gap: an experimental study. Public Manag Rev 2020. Hamidullah MF, Riccucci NM, Lee IP. Citizens’ perceptions of closing the gender pay gap: an experimental study. Public Manag Rev 2020.
3.
go back to reference Treadwell H. Wages and women in health care: the race and gender gap. Am J Public Health. 2019;109:2.CrossRef Treadwell H. Wages and women in health care: the race and gender gap. Am J Public Health. 2019;109:2.CrossRef
4.
go back to reference Wilson BL, Butler MJ, Butler RJ, Johnson WG. Nursing gender pay differentials in the new millennium. J Nurs Scholarsh. 2018;50:102–8.CrossRef Wilson BL, Butler MJ, Butler RJ, Johnson WG. Nursing gender pay differentials in the new millennium. J Nurs Scholarsh. 2018;50:102–8.CrossRef
5.
go back to reference Ellwood S, Garcia-Lacalle J, Royo S. The shattered glass ceiling and a narrowing gender pay gap in NHS foundation trusts: gender and salaries of chief executives. Public Money Manag. 2020;40(1):31–41.CrossRef Ellwood S, Garcia-Lacalle J, Royo S. The shattered glass ceiling and a narrowing gender pay gap in NHS foundation trusts: gender and salaries of chief executives. Public Money Manag. 2020;40(1):31–41.CrossRef
6.
go back to reference Woodhams C, Dacre J, Parnerkar I, Sharma M. Pay gaps in medicine and the impact of COVID-19 on doctors’ careers. Lancet. 2021;397(10269):79–80.CrossRef Woodhams C, Dacre J, Parnerkar I, Sharma M. Pay gaps in medicine and the impact of COVID-19 on doctors’ careers. Lancet. 2021;397(10269):79–80.CrossRef
7.
go back to reference Rivera-Romano LS, Fresno C, Hernández-Lemus E, Martínez-García M, Vallejo M. Gender imbalance in executive management positions at the Mexican National Institutes of Health. Human Resourc Health. 2020;18:1.CrossRef Rivera-Romano LS, Fresno C, Hernández-Lemus E, Martínez-García M, Vallejo M. Gender imbalance in executive management positions at the Mexican National Institutes of Health. Human Resourc Health. 2020;18:1.CrossRef
8.
go back to reference Vecchio N, Scuffham PA, Hilton MF, Whiteford HA. Differences in wage rates for males and females in the health sector: a consideration of unpaid overtime to decompose the gender wage gap. Hum Resour Health. 2013;11(1):9.CrossRef Vecchio N, Scuffham PA, Hilton MF, Whiteford HA. Differences in wage rates for males and females in the health sector: a consideration of unpaid overtime to decompose the gender wage gap. Hum Resour Health. 2013;11(1):9.CrossRef
10.
go back to reference Chen JJ, Crown D. The gender pay gap in academia: evidence from the Ohio State University. Am J Agr Econ. 2020;101(5):1337–52.CrossRef Chen JJ, Crown D. The gender pay gap in academia: evidence from the Ohio State University. Am J Agr Econ. 2020;101(5):1337–52.CrossRef
11.
go back to reference Bolitzer B, Godtland EM. Understanding the gender–pay gap in the federal workforce over the past 20 years. Am Rev Public Admin. 2012;42(6):730–46.CrossRef Bolitzer B, Godtland EM. Understanding the gender–pay gap in the federal workforce over the past 20 years. Am Rev Public Admin. 2012;42(6):730–46.CrossRef
12.
go back to reference Smith-Doerr L, Fitzpatrick D, Alegria S, Tomaskovic-Devey D, Fealing KH. Gender Pay Gaps in U.S. Federal Science agencies: an organizational approach1. Am J Sociol. 2019;125(2):534–76.CrossRef Smith-Doerr L, Fitzpatrick D, Alegria S, Tomaskovic-Devey D, Fealing KH. Gender Pay Gaps in U.S. Federal Science agencies: an organizational approach1. Am J Sociol. 2019;125(2):534–76.CrossRef
13.
go back to reference Office USGA. Women's Pay: Gender Pay Gap in the Federal Workforce Narrows as Differences in Occupation, Education, and Experience Diminish. In: GAO, editor.: @USGAO; 2009. Office USGA. Women's Pay: Gender Pay Gap in the Federal Workforce Narrows as Differences in Occupation, Education, and Experience Diminish. In: GAO, editor.: @USGAO; 2009.
14.
go back to reference Choi S. Pay Equity in Government: Analyzing Determinants of Gender Pay Disparity in the U.S. Federal Government. Admin Soc. 2018;50(3):376–81.CrossRef Choi S. Pay Equity in Government: Analyzing Determinants of Gender Pay Disparity in the U.S. Federal Government. Admin Soc. 2018;50(3):376–81.CrossRef
15.
go back to reference Arulampalam W, Booth A, Bryan ML. Is there a glass ceiling over Europe? Exploring the gender pay gap across the wage distribution. ILR Rev. 2007;60(2):163–86.CrossRef Arulampalam W, Booth A, Bryan ML. Is there a glass ceiling over Europe? Exploring the gender pay gap across the wage distribution. ILR Rev. 2007;60(2):163–86.CrossRef
16.
go back to reference Blau FD, Kahn LM. Analyzing the gender pay gap. Q Rev Econ Finance. 1999;39(5):625–46.CrossRef Blau FD, Kahn LM. Analyzing the gender pay gap. Q Rev Econ Finance. 1999;39(5):625–46.CrossRef
17.
go back to reference Lo Sasso A, Richards M, Chou C, Gerber S. The $16,819 pay gap for newly trained physicians: the unexplained trend of men earning more than women. Health Aff. 2011;30(2):193–201.CrossRef Lo Sasso A, Richards M, Chou C, Gerber S. The $16,819 pay gap for newly trained physicians: the unexplained trend of men earning more than women. Health Aff. 2011;30(2):193–201.CrossRef
18.
go back to reference Manning A, Saidi F. Understanding the gender pay gap: what’s competition got to do with it? Industr Lab Relat Rev. 2010;63(4):681–98.CrossRef Manning A, Saidi F. Understanding the gender pay gap: what’s competition got to do with it? Industr Lab Relat Rev. 2010;63(4):681–98.CrossRef
19.
go back to reference Chen Z, Roy K, Crawford C. Examining the role of gender in career advancement at the centers for disease control and prevention. Am J Public Health. 2010;1:426–34.CrossRef Chen Z, Roy K, Crawford C. Examining the role of gender in career advancement at the centers for disease control and prevention. Am J Public Health. 2010;1:426–34.CrossRef
21.
go back to reference Beck AJ, Boulton ML, Coronado F. Enumeration of the Governmental Public Health Workforce, 2014. Am J Prev Med. 2014;47(5):S306–13.CrossRef Beck AJ, Boulton ML, Coronado F. Enumeration of the Governmental Public Health Workforce, 2014. Am J Prev Med. 2014;47(5):S306–13.CrossRef
22.
go back to reference Salsberg E, Martiniano R. Health Care Jobs Projected To Continue To Grow Far Faster Than Jobs In The General Economy | Health Affairs Blog. Health Affairs Blog: @Health_Affairs; 2018. Salsberg E, Martiniano R. Health Care Jobs Projected To Continue To Grow Far Faster Than Jobs In The General Economy | Health Affairs Blog. Health Affairs Blog: @Health_Affairs; 2018.
27.
go back to reference Wais K. Gender prediction methods based on first names with genderizeR. The R J. 2016;8(1):17–37.CrossRef Wais K. Gender prediction methods based on first names with genderizeR. The R J. 2016;8(1):17–37.CrossRef
28.
go back to reference West J, Jacquet J, King M, Correll S, Bergstrom C. The Role of Gender in Scholarly Authorship. 2013; 8(7): e66212. West J, Jacquet J, King M, Correll S, Bergstrom C. The Role of Gender in Scholarly Authorship. 2013; 8(7): e66212.
29.
go back to reference Meara K, Pastore F, Webster A. The gender pay gap in the USA: a matching study. J Popul Econ. 2020;33(1):271–305.CrossRef Meara K, Pastore F, Webster A. The gender pay gap in the USA: a matching study. J Popul Econ. 2020;33(1):271–305.CrossRef
30.
go back to reference Leider J, Harper E, Shon J, Sellers K, Castrucci B. Job satisfaction and expected turnover among federal, state, and local public health practitioners. Am J Public Health. 2016;106(10):1782–8.CrossRef Leider J, Harper E, Shon J, Sellers K, Castrucci B. Job satisfaction and expected turnover among federal, state, and local public health practitioners. Am J Public Health. 2016;106(10):1782–8.CrossRef
32.
go back to reference Hunt VH, Rucker L, Kerr B. You’ve Come a Long Way, Baby, but You Still Have a Long Way to Go: Gender-Based Pay Inequality in U.S. State Bureaucracies, 1995–2015:. Public Personnel Management 2019. Hunt VH, Rucker L, Kerr B. You’ve Come a Long Way, Baby, but You Still Have a Long Way to Go: Gender-Based Pay Inequality in U.S. State Bureaucracies, 1995–2015:. Public Personnel Management 2019.
33.
go back to reference Fernandez S, Malatesta D, Smith CR. Race, gender, and government contracting: different explanations or new prospects for theory? Public Adm Rev. 2012;73(1):109–20.CrossRef Fernandez S, Malatesta D, Smith CR. Race, gender, and government contracting: different explanations or new prospects for theory? Public Adm Rev. 2012;73(1):109–20.CrossRef
34.
go back to reference Frank J. The Persistence of the Gender Pay Gap in British Universities. Fiscal Studies 2020. Frank J. The Persistence of the Gender Pay Gap in British Universities. Fiscal Studies 2020.
35.
go back to reference Leaker D. The gender pay gap in the UK. Econ Labour Market Rev. 2008;2(4):19–24.CrossRef Leaker D. The gender pay gap in the UK. Econ Labour Market Rev. 2008;2(4):19–24.CrossRef
36.
go back to reference Deakin S, Fraser Butlin S, McLaughlin C, Polanska A. Are litigation and collective bargaining complements or substitutes for achieving gender equality? A study of the British Equal Pay Act. Camb J Econ. 2015;39(2):381–403.CrossRef Deakin S, Fraser Butlin S, McLaughlin C, Polanska A. Are litigation and collective bargaining complements or substitutes for achieving gender equality? A study of the British Equal Pay Act. Camb J Econ. 2015;39(2):381–403.CrossRef
37.
go back to reference Bennedsen M, Simintzi E, Tsoutsoura M, Wolfenzon D. Do Firms Respond to Gender Pay Gap Transparency? NBER Working Papers 2019; (#25435). Bennedsen M, Simintzi E, Tsoutsoura M, Wolfenzon D. Do Firms Respond to Gender Pay Gap Transparency? NBER Working Papers 2019; (#25435).
Metadata
Title
Narrowing but persisting gender pay gap among employees of the US Department of Health and Human Services during 2010–2018
Authors
Zhuo Chen
Yihong Zhang
Huabin Luo
Donglan Zhang
Janani Rajbhandari-Thapa
Yuheng Wang
Ruoxi Wang
Grace Bagwell-Adams
Publication date
01-12-2021
Publisher
BioMed Central
Published in
Human Resources for Health / Issue 1/2021
Electronic ISSN: 1478-4491
DOI
https://doi.org/10.1186/s12960-021-00608-w

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