Government Employees’ Experience and Expectation of COVID-19 Hardships: The Moderating Role of Gender and Race in the United States

Abstract

This article examines government employees’ experience and expectation of socioeconomic hardships during the COVID-19 pandemic—employment income loss, housing instability, and food insufficiency—by focusing on the role of gender and race. Employing the Household Pulse Survey, a nationally representative and near real-time pandemic data deployed by the U.S. Census Bureau, we find that government employees were less affected by the pandemic than non-government employees across socioeconomic hardships. However, female and racial minorities, when investigated within government employees, have a worse experience and expectation of pandemic hardships than men and non-Hispanic Whites. Our findings suggest a clear gender gap and racial disparities in the experience and expectation of pandemic hardships.

Keywords

coronavirus (COVID-19) pandemic government employee socioeconomic hardships gender gaps racial disparities Household Pulse Survey

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References

Adams-Prassl

Boneva

Golin

Rauh

(2020). Inequality in the impact of the coronavirus shock: Evidence from real time surveys. Journal of Public Economics, 189(1), 1–33. https://doi.org/10.1016/j.jpubeco.2020.104245

Alkadry

M. G.

Tower

L. E.

(2011). Covert pay discrimination: How authority predicts pay differences between women and men. Public Administration Review, 71(5), 740–750. https://doi.org/10.1111/j.1540-6210.2011.02413.x

Alon

Doepke

Olmstead-Rumsey

Tertilt

(2020). The impact of COVID-19 on gender equality. National Bureau of Economic Research. No. w26947. https://doi.org/10.3386/w26947

B. Y.

Tang

S.-Y.

(2020). Lessons from COVID-19 responses in East Asia: Institutional infrastructure and enduring policy instruments. American Review of Public Administration, 50(6–7), 790–800. https://doi.org/10.1177/0275074020943707

Ansell

Sørensen

Torfing

(2020). The COVID-19 pandemic as a game changer for public administration and leadership? The need for robust governance responses to turbulent problems. Public Management Review, 23(7), 949–960. https://doi.org/10.1080/14719037.2020.1820272

Bahn

Cumming

(2020). What the coronavirus recession means for U.S. public-sector employment. Washington Center for Equitable Growth, October 2, 2020. https://equitablegrowth.org/what-the-coronavirus-recession-means-for-u-s-public-sector-employment/.

Bauer

Pitts

Ruffini

Schanzenbach

D. W.

(2020). The effect of pandemic EBT on measures of food hardship. Brookings.

Bertelli

A. M.

(2006). Motivation crowding and the federal civil servant: Evidence from the US internal revenue service. International Public Management Journal, 9(1), 3–23. https://doi.org/10.1080/10967490600625191

Bolitzer

Godtland

E. M.

(2012). Understanding the gender-pay gap in the federal workforce over the past 20 years. The American Review of Public Administration, 42(6), 730–746. https://doi.org/10.1177/0275074011434801

10.

Boulware

L. E.

(2020). Race disparities in the COVID-19 pandemic-solutions lie in policy, not biology. JAMA Network Open, 3(8), e2018696. https://doi.org/10.1001/jamanetworkopen.2020.18696

11.

Bozeman

(2010). Hard lessons from hard times: Reconsidering and reorienting the “organizational decline” literature. Public Administration Review, 70(4), 557–563. https://doi.org/10.1111/j.1540-6210.2010.02176.x

12.

Breaugh

(2020). Too stressed to be engaged? The role of basic needs satisfaction in understanding work stress and public sector engagement. Public Personnel Management, 50(1), 84–108. https://doi.org/10.1177/0091026020912516

13.

Callen

(2020). Weekly Census Bureau Survey Provides Timely Info on Households During COVID-19 Pandemic (America Counts: Stories Behind the Numbers). U.S. Census Bureau. https://www.census.gov/library/stories/2020/05/new-household-pulse-survey-shows-concern-over-food-security-loss-of-income.html.

14.

Chen

C. A.

Bozeman

(2013). Understanding public and nonprofit managers’ motivation through the lens of self-determination theory. Public Management Review, 15(4), 584–607. https://doi.org/10.1080/14719037.2012.698853

15.

Chen

J. T.

Waterman

P. D.

Krieger

(2020). COVID-19 and the unequal surge in mortality rates in Massachusetts, by city/town and ZIP Code measures of poverty, household crowding, race/ethnicity, and racialized economic segregation (19(2); Working Paper Series). Harvard Center for Population and Development Studies.

16.

Cho

Y. J.

Perry

J. L.

(2012). Intrinsic motivation and employee attitudes: Role of managerial trustworthiness, goal directedness, and extrinsic reward expectancy. Review of Public Personnel Administration, 32(4), 382–406. https://doi.org/10.1177/0734371X11421495

17.

Cohen

(2021). Black women were half as likely to be hired for state or local jobs than White men, a report says. The New York Times, March 18, 2021. https://www.nytimes.com/2021/03/18/business/black-women-hiring-discrimination.html.

18.

Deslatte

(2020). The erosion of trust during a global pandemic and how public administrators should counter it. The American Review of Public Administration, 50(6–7), 489–496. https://doi.org/10.1177/0275074020941676

19.

Diefenbach

(2009). New public management in public sector organizations: The dark sides of managerialistic “enlightenment”. Public Administration, 87(4), 892–909. https://doi.org/10.1111/j.1467-9299.2009.01766.x

20.

Dill

Hodges

M. J.

(2020). The racialized glass escalator and safety net: Wages and job quality in “meds and eds” among working-class men. Social Problems, 00(spaa043), 1–21. https://doi.org/10.1093/socpro/spaa043

21.

Dubnick

M. J.

Frederickson

H. G.

(2011). Accountable governance: Problems and promises. M.E. Sharpe.

22.

Evans

M. K.

(2020). COVID's color line—infectious disease, inequity, and racial justice. New England Journal of Medicine, 383(5), 408–410. https://doi.org/10.1056/NEJMp2019445

23.

Farber

(2010). Job loss and decline in job security in the United States. In Abraham

K. G.

Spletzer

J. R.

Harper

(Eds.), Labor in the new economy (pp. 223–262). University of Chicago Press.

24.

Farboodi

Jarosch

Shimer

(2020). Internal and external effects of social distancing in a pandemic. National Bureau of Economic Research. p. 38 (No. w27059).

25.

Florida

Glaeser

Sharif

M. M.

Bedi

Campanella

T. J.

Chee

C. H.

Doctoroff

Katz

Kotkin

Muggah

Sadik-Khan

(2020). May 1. How Life in Our Cities Will Look After the Coronavirus Pandemic. Foreign Policy. https://foreignpolicy.com/2020/05/01/future-of-cities-urban-life-after-coronavirus-pandemic/.

26.

Florida

Pedigo

(2020). March 24). How Our Cities Can Reopen after the COVID-19 Pandemic. Brookings Institution. https://www.brookings.edu/blog/the-avenue/2020/03/24/how-our-cities-can-reopen-after-the-covid-19-pandemic/.

27.

Forsyth

(2020). Speaking to the future: COVID-19 and the planning community. Journal of the American Planning Association, 86(3), 281–283. https://doi.org/10.1080/01944363.2020.1760002

28.

Fulton

(2020). March 29. How the COVID-19 Pandemic Will Change Our Cities. Rice Kinder Institute for Urban Research. https://kinder.rice.edu/urbanedge/2020/03/30/how-covid-19-pandemic-will-change-our-cities.

29.

Galasso

Pons

Profeta

Becher

Brouard

Foucault

(2020). Gender differences in COVID-19 related attitudes and behavior: Evidence from a panel survey in eight OECD countries. National Bureau of Economic Research. (No. w27359).

30.

Galea

Abdalla

S. M.

(2020). COVID-19 Pandemic, unemployment, and civil unrest: Underlying deep racial and socioeconomic divides. JAMA, 324(3), 227. https://doi.org/10.1001/jama.2020.11132

31.

Georgellis

Iossa

Tabvuma

(2011). Crowding out intrinsic motivation in the public sector. Journal of Public Administration Research and Theory, 21(3), 473–493. https://doi.org/10.1093/jopart/muq073

32.

Gigot

(2020). Government vs. private COVID layoffs. The Wall Street Journal, September 8, 2020. https://www.wsj.com/articles/government-vs-private-covid-layoffs-11599606956.

33.

Gregg G. Van Ryzin (2014). The curious case of the post-9-11 boost in government job satisfaction. The American Review of Public Administration, 44(1), 59–74. https://doi.org/10.1177/0275074012461560

34.

Grigsby

Hernàndez

John

Jones-Smith

Kaufmann

Patrick

Prener

Tranel

Udani

(2020). Resistance to racial equity in U.S. Federalism and its impact on fragmented regions. The American Review of Public Administration, 50(6–7), 658–667. https://doi.org/10.1177/0275074020942063

35.

Guajardo

S. A.

(2020). Public sector compensation: An application of robust and quantile regression. Compensation and Benefits Review, 53(2), 59–74. https://doi.org/10.1177/0886368720939406

36.

Gupta

Montenovo

Nguyen

Rojas

F. L.

Schmutte

Simon

Weinberg

Wing

(2020). Effects of social distancing policy on labor market outcomes. National Bureau of Economic Research. (No. w27280). https://doi.org/10.3386/w27280.

37.

Hardy

B. L.

Logan

T. D.

(2020). Racial economic inequality amid the COVID-19 crisis. The Hamilton Project, Essay, 17, 1–10. https://www.brookings.edu/wp-content/uploads/2020/08/EA_HardyLogan_LO_8.12.pdf

38.

Helweg-Larsen

Shepperd

J. A.

(2001). Do moderators of the optimistic bias affect personal or target risk estimates? A review of the literature. Personality and Social Psychology Review, 5(1), 74–95. https://doi.org/10.1207/S15327957PSPR0501_5

39.

Hinkley

(2020). Public Sector Impacts of the Great Recession and COVID-19. Center for Labor Research and Education, University of California, Berkeley. https://laborcenter.berkeley.edu/public-sector-impacts-great-recession-and-covid19.

40.

Ingraham

P. W.

Selden

S. C.

Moynihan

D. P.

(2000). People and performance: Challenges for the future public service—The report from the Wye river conference. Public Administration Review, 60(1), 54–60. https://doi.org/10.1111/0033-3352.00062

41.

Jones

Philippon

Venkateswaran

(2020). Optimal mitigation policies in a pandemic: Social distancing and working from home. National Bureau of Economic Research. (No. w26984; p. w26984). https://doi.org/10.3386/w26984.

42.

Kaatz

J. B.

Morris

J. C.

(2000). The “overpaid bureaucrat” comparing public and private wages in Mississippi. Public Personnel Management, 29(1), 129–146. https://doi.org/10.1177/009102600002900110

43.

Kaslow

N. J.

Friis-Healy

E. A.

Cattie

J. E.

Cook

S. C.

Crowell

A. L.

Cullum

K. A.

Farber

E. W.

(2020). Flattening the emotional distress curve: A behavioral health pandemic response strategy for COVID-19. American Psychologist, 75(7), 875–886. https://doi.org/10.1037/amp0000694

44.

Keefe

(2012). Are public employees overpaid? Labor Studies Journal, 37(1), 104–126. https://doi.org/10.1177/0160449X11429263

45.

Kim

P. S.

(2020). South Korea’s fast response to coronavirus disease: Implications on public policy and public management theory. Public Management Review, 1–12. ISSN: (Print) (Online) Journal homepage: https://www.tandfonline.com/loi/rpxm20

46.

Klee

Laughlin

Munk

. (2020). Combining Census Bureau Pulse Surveys Reveals Which Workers Are Hardest Hit by COVID-19 (America Counts: Stories Behind the Numbers). U.S. Census Bureau. https://www.census.gov/library/stories/2020/06/self-employedadults-hit-harder-by-pandemic-related-business-downturns-in-hardest-hit-states.html

47.

Klein

C. T.

Helweg-Larsen

(2002). Perceived control and the optimistic bias: A meta-analytic review. Psychology and Health, 17(4), 437–446. https://doi.org/10.1080/0887044022000004920

48.

Kopelman

J. L.

Rosen

H. S.

(2016). Are public sector jobs recession-proof? Were they ever? Public Finance Review, 44(3), 370–396. https://doi.org/10.1177/1091142114565042

49.

Krugman

(2020). Coming Next: The Greater Recession. The New York Times, August 6 2020. https://www.nytimes.com/2020/08/06/opinion/coronavirus-us-recession.html.

50.

Laird

(2017). Public sector employment inequality in the United States and the great recession. Demography, 54(1), 391–411. https://doi.org/10.1007/s13524-016-0532-4

51.

Lee

(2020). Perceived racial discrimination in the workplace: Considering minority supervisory representation and inter-minority relations. Public Management Review, 1–24. ISSN: (Print) (Online) Journal homepage: https://www.tandfonline.com/loi/rpxm20

52.

Lee

Sanders

R. M.

(2013). Fridays are furlough days: The impact of furlough policy and strategies for human resource management during a severe economic recession. Review of Public Personnel Administration, 33(3), 299–311. https://doi.org/10.1177/0734371X13477426

53.

Lee

S.-Y.

Whitford

A. B.

(2008). Exit, voice, loyalty and pay: Evidence from the public workforce. Journal of Public Administration Research and Theory, 18(4), 647–671. https://doi.org/10.1093/jopart/mum029

54.

Levine

(1979). More on cutback management: Hard questions for hard times. Public Administration Review, 39(2), 179–183. https://doi.org/10.2307/3110475

55.

Lewis

G. B.

(1999). Burning the midnight oil: Causes and consequences of gender differences in overtime in the federal service. The American Review of Public Administration, 29(1), 44–60. https://doi.org/10.1177/02750749922064265

56.

Lewis

G. B.

Pathak

Galloway

C. S.

(2018). Trends in public–private pay parity in state and local governments. Review of Public Personnel Administration, 38(3), 303–331. https://doi.org/10.1177/0734371X16671370

57.

Llorens

J. J.

Wenger

J. B.

Kellough

J. E.

(2008). Choosing public sector employment: The impact of wages on the representation of women and minorities in state bureaucracies. Journal of Public Administration Research and Theory, 18(3), 397–413. https://doi.org/10.1093/jopart/mum020

58.

Manville

Monkkonen

Lens

Green

(2020). COVID-19 and Renter Distress: Evidence from Los Angeles. UCLA Lewis Center for Regional Policy Studies and USC Lusk Center for Real Estate.

59.

Marcén

Morales

(2020). The intensity of COVID-19 non-pharmaceutical interventions and labor market outcomes in the public sector (No. 637). GLO Discussion Paper.

60.

Mastekaasa

(2020). Absenteeism in the public and the private sector: Does the public sector attract high absence employees? Journal of Public Administration Research and Theory, 30(1), 60–76. https://doi.org/10.1093/jopart/muz003

61.

McLaren

(2020). Racial disparity in COVID-19 deaths: Seeking economic roots with census data. National Bureau of Economic Research. (No. w27407).

62.

Meier

O’Toole

(2009). The dog that didn’t bark: How public managers handle environmental shocks. Public Administration, 87(3), 485–502. https://doi.org/10.1111/j.1467-9299.2009.01773.x

63.

Meier

K. J.

Wilkins

V. M.

(2002). Gender differences in agency head salaries: The case of public education. Public Administration Review, 62(4), 405–411. https://doi.org/10.1111/0033-3352.00194

64.

Mendez-Smith

Klee

(2020). Census Bureau’s New Household Pulse Survey Shows Who Is Hardest Hit During COVID-19 Pandemic (America Counts: Stories Behind the Numbers). U.S. Census Bureau. https://www.census.gov/library/stories/2020/06/low-income-and-younger-adults-hardest-hit-by-loss-of-income-during-covid-19.html?#.

65.

Mohanty

(2021). Despite Unemployment Insurance, Many Households Struggle to Meet Basic Needs (America Counts: Stories Behind the Numbers). U.S. Census Bureau. https://www.census.gov/library/stories/2021/03/despite-unemployment-insurance-many-households-struggle-to-meet-basic-needs.html?utm_campaign=20210309msacos1ccstors&utm_medium=email&utm_source=govdelivery.

66.

Monte

L. M.

O’donnell

(2020). Adults in Households With Children Report Higher Rate of Late Housing Payments and Food Shortages Amid COVID-19 (America Counts: Stories Behind the Numbers). U.S. Census Bureau. https://www.census.gov/library/stories/2020/06/the-risks-children-face-during-pandemic.html?utm_campaign=20200701msacos1ccstors&utm_medium=email&utm_source=govdelivery.

67.

Munnell

A. H.

Fraenkel

R. C.

(2013). Public sector workers and job security. State and local pension plans No. 31. Center for Retirement Research at Boston College.

68.

O’Flynn

(2020). Confronting the big challenges of our time: Making a difference during and after COVID-19. Public Management Review, 23(7), 1–20. https://doi.org/10.1080/14719037.2020.1820273

69.

Pandey

S. K.

(2010). Cutback management and the paradox of publicness. Public Administration Review, 70(4), 564–571. https://doi.org/10.1111/j.1540-6210.2010.02177.x

70.

Park

(2021). Who is hardest hit by a pandemic? Racial disparities in COVID-19 hardship in the U.S. International Journal of Urban Sciences, 25(2), 149–177. https://doi.org/10.1080/12265934.2021.1877566

71.

Park

Kim

(2021). Associations of small business closure and reduced urban mobility with mental health problems in COVID-19 pandemic: A national representative sample study. Journal of Urban Health, 98(1), 13–26. https://doi.org/10.1007/s11524-020-00511-0

72.

Perera

I. M.

King

(2020). Racial pay parity in the public sector: The overlooked role of employee mobilization. Politics and Society, 49(2), 181–202. https://doi.org/10.1177/0032329220921591

73.

Perez-Lopez

D. J.

Monte

L. M.

(2021). Many American Households Use Stimulus Payments to Pay Down Debt (America Counts: Stories Behind the Numbers) U.S. Census Bureau. https://www.census.gov/library/stories/2021/03/many-american-households-use-stimuluspayments-to-pay-down-debt.html?utm_campaign=20210331mspios1ccdtanl&utm_medium=email&utm_source=govdelivery

74.

Polischuk

Fay

D. L.

(2020). Administrative response to consequences of COVID-19 emergency responses: Observations and implications from gender-based violence in Argentina. The American Review of Public Administration, 50(6–7), 675–684. https://doi.org/10.1177/0275074020942081

75.

Rainey

H. G.

Backoff

R. W.

Levine

C. H.

(1976). Comparing public and private organizations. Public Administration Review, 36(2), 233–244. https://doi.org/10.2307/975145

76.

Rainey

H. G.

Bozeman

(2000). Comparing public and private organizations: Empirical research and the power of the a priori. Journal of Public Administration Research and Theory, 10(2), 447–470. https://doi.org/10.1093/oxfordjournals.jpart.a024276

77.

Raudenbush

Bryk

(2002). Hierarchical linear models: Applications and data analysis methods. Sage Publications.

78.

Rauhaus

B. M.

Sibila

Johnson

A. F.

(2020). Addressing the increase of domestic violence and abuse during the COVID-19 pandemic: A need for empathy, care, and social equity in collaborative planning and responses. The American Review of Public Administration, 50(6–7), 668–674. https://doi.org/10.1177/0275074020942079

79.

Reese

C. C.

(2019). The status of public sector pay equity for women of color in the United States. Review of Public Personnel Administration, 39(4), 594–610. https://doi.org/10.1177/0734371X18761123

80.

Reese

C. C.

Warner

(2012). Pay equity in the states: An analysis of the gender–pay gap in the public sector. Review of Public Personnel Administration, 32(4), 312–331. https://doi.org/10.1177/0734371X11428616

81.

Reilly

(2013). Comparing public-versus-private sector pay and benefits: Examining lifetime compensation. Public Personnel Management, 42(4), 521–544. https://doi.org/10.1177/0091026013505504

82.

Schillemans

(2016). Calibrating public sector accountability: Translating experimental findings to public sector accountability. Public Management Review, 18(9), 1400–1420. https://doi.org/10.1080/14719037.2015.1112423

83.

Schmidt

Groeneveld

Van de Walle

(2017). A change management perspective on public sector cutback management: Towards a framework for analysis. Public Management Review, 19(10), 1538–1555. https://doi.org/10.1080/14719037.2017.1296488

84.

Selden

S. C.

Moynihan

D. P.

(2000). A model of voluntary turnover in state government. Review of Public Personnel Administration, 20(2), 63–74. https://doi.org/10.1177/0734371X0002000206

85.

StataCorp (2019). Stata Multilevel Mixed-Effects Reference Manual Release 16. StataCorp LLC.

86.

Tulenko

Vervoort

(2020). Cracks in the system: The effects of the coronavirus pandemic on public health systems. The American Review of Public Administration, 50(6–7), 455–466. https://doi.org/10.1177/0275074020941667

87.

United Nations (2020). The Role of Public Service and Public Servants during the COVID-19 Pandemic (UN Department of Economic and Social Affairs (DESA) Policy Briefs No. 79; UN Department of Economic and Social Affairs (DESA) Policy Briefs, Vol. 79).

88.

U.S. Census Bureau (2020a). Household Pulse Survey: Measuring Social and Economic Impacts during the COVID-19 Pandemic.

89.

U.S. Census Bureau (2020b). Household Pulse Survey Public Use File (PUF) . https://www.census.gov/programs-surveys/household-pulse-survey/datasets.html.

90.

U.S. Census Bureau. (2021). Source of the Data and Accuracy of the Estimates for the Household Pulse Survey – Phase 3.1. U.S. Census Bureau. https://www.census.gov/programs-surveys/household-pulsesurvey/technical-documentation.html#phase3.1.

91.

U.S. Centers for Disease Control and Prevention (2020). CDC COVID Data Tracker . https://www.cdc.gov/covid-data-tracker/.

92.

Vecchi

Cusumano

Boyer

E. J.

(2020). Medical supply acquisition in Italy and the United States in the Era of COVID-19: The case for strategic procurement and public–private partnerships. The American Review of Public Administration, 50(6–7), 642–649. https://doi.org/10.1177/0275074020942061

93.

Warren

Skillman

(2020). Mobility Changes in Response to COVID-19. Descartes Labs.

94.

Webb Hooper

Nápoles

A. M.

Pérez-Stable

E. J.

(2020). COVID-19 and racial/ethnic disparities. JAMA, 323(24), 2466–2467. https://doi.org/10.1001/jama.2020.8598

95.

Wilson

Roscigno

V. J.

Huffman

M. L.

(2013). Public sector transformation, racial inequality and downward occupational mobility. Social Forces, 91(3), 975–1006. https://doi.org/10.1093/sf/sos178

96.

Wong

Ong

P. M.

González

S. R.

(2020). Sy Racial Inequality and the COVID-19 Homeowner Crisis. UCLA Center for Neighborhood Knowledge & UCLA Ziman Center for Real Estate.

97.

World Health Organization (2020). WHO Director-General’s opening remarks at the media briefing on COVID-19, 11 March 2020 .

98.

H. D.

Basu

(2020). How the United States flunked the COVID-19 test: Some observations and several lessons. The American Review of Public Administration, 50(6–7), 568–576. https://doi.org/10.1177/0275074020941701

99.

Yun

J. A.

(Claire), Lee

Mastracci

(2019). The moderating effect of female managers on job stress and emotional labor for public employees in gendered organizations: Evidence from Korea. Public Personnel Management, 48(4), 535–564. https://doi.org/10.1177/0091026019829163

100.

Zavattaro

S. M.

(2020). “We’ve cared for the dead since we started caring”: COVID-19 and our relationship to public and private deathcare. Public Administration Review, 80(4), 701–705. https://doi.org/10.1111/puar.13221

101.

Zhai

Liu

Peng

Z.-R.

(2020). Social distancing and inequality in the United States amid COVID-19 outbreak. Environment and Planning A: Economy and Space, 53(3), 3–5. https://doi.org/10.1177/0308518X20932576

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