IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v71y2021ics0927537121000440.html
   My bibliography  Save this article

A new measure of multiple jobholding in the U.S. economy

Author

Listed:
  • Bailey, Keith A.
  • Spletzer, James R.

Abstract

We create a measure of multiple jobholding from the U.S. Census Bureau's Longitudinal Employer-Household Dynamics data. This new series shows that 7.8 percent of persons in the U.S. are multiple jobholders, this percentage is pro-cyclical, and has been trending upward during the past several decades. The data also show that earnings from secondary jobs are, on average, 27.8 percent of a multiple jobholder's total quarterly earnings. Multiple jobholding occurs at all levels of earnings, with both higher- and lower-earnings multiple jobholders earning more than 25 percent of their total earnings from multiple jobs. In a regression analysis that controls for age, gender, and industry, multiple jobholders earn more at all jobs than do non-multiple jobholders. These new statistics tell us that multiple jobholding is more important in the U.S. economy than we knew.

Suggested Citation

  • Bailey, Keith A. & Spletzer, James R., 2021. "A new measure of multiple jobholding in the U.S. economy," Labour Economics, Elsevier, vol. 71(C).
  • Handle: RePEc:eee:labeco:v:71:y:2021:i:c:s0927537121000440
    DOI: 10.1016/j.labeco.2021.102009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927537121000440
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.labeco.2021.102009?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Paxson, Christina H & Sicherman, Nachum, 1996. "The Dynamics of Dual Job Holding and Job Mobility," Journal of Labor Economics, University of Chicago Press, vol. 14(3), pages 357-393, July.
    2. Abraham, Katharine G. & Hershbein, Brad & Houseman, Susan N., 2021. "Contract work at older ages," Journal of Pension Economics and Finance, Cambridge University Press, vol. 20(3), pages 426-447, July.
    3. Kevin L. McKinney & John M. Abowd, 2022. "Male Earnings Volatility in LEHD Before, During, and After the Great Recession," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 41(1), pages 33-39, December.
    4. Hyatt, Henry R. & Spletzer, James R., 2017. "The recent decline of single quarter jobs," Labour Economics, Elsevier, vol. 46(C), pages 166-176.
    5. Hirsch, Barry T. & Winters, John V., 2016. "Rotation group bias in measures of multiple job holding," Economics Letters, Elsevier, vol. 147(C), pages 160-163.
    6. Katharine G. Abraham & John Haltiwanger & Kristin Sandusky & James R. Spletzer, 2013. "Exploring Differences in Employment between Household and Establishment Data," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 129-172.
    7. Abraham Katharine G. & Amaya Ashley, 2019. "Probing for Informal Work Activity," Journal of Official Statistics, Sciendo, vol. 35(3), pages 487-508, September.
    8. John M. Abowd & Bryce E. Stephens & Lars Vilhuber & Fredrik Andersson & Kevin L. McKinney & Marc Roemer & Simon Woodcock, 2009. "The LEHD Infrastructure Files and the Creation of the Quarterly Workforce Indicators," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 149-230, National Bureau of Economic Research, Inc.
    9. Smith Conway, Karen & Kimmel, Jean, 1998. "Male labor supply estimates and the decision to moonlight," Labour Economics, Elsevier, vol. 5(2), pages 135-166, June.
    10. Andrew Halpern-Manners & John Warren, 2012. "Panel Conditioning in Longitudinal Studies: Evidence From Labor Force Items in the Current Population Survey," Demography, Springer;Population Association of America (PAA), vol. 49(4), pages 1499-1519, November.
    11. Mark Partridge, 2002. "Moonlighting in a High Growth Economy: Evidence from U.S. State‐Level Data," Growth and Change, Wiley Blackwell, vol. 33(4), pages 424-452, September.
    12. Konstantinos Pouliakas & Wieteke S. Conen, 2023. "Multiple job-holding: Career pathway or dire straits?," IZA World of Labor, Institute of Labor Economics (IZA), pages 3562-3562, December.
    13. Georgios A. Panos & Konstantinos Pouliakas & Alexandros Zangelidis, 2014. "Multiple Job Holding, Skill Diversification, and Mobility," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(2), pages 223-272, April.
    14. Shishko, Robert & Rostker, Bernard, 1976. "The Economics of Multiple Job Holding," American Economic Review, American Economic Association, vol. 66(3), pages 298-308, June.
    15. Lawrence F. Katz & Alan B. Krueger, 2019. "Understanding Trends in Alternative Work Arrangements in the United States," NBER Working Papers 25425, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Barry T. Hirsch & Muhammad M. Husain & John V. Winters, 2017. "The Puzzling Pattern of Multiple Job Holding across U.S. Labor Markets," Southern Economic Journal, John Wiley & Sons, vol. 84(1), pages 26-51, July.
    2. Olena Kostyshyna & Etienne Lalé, 2022. "On the evolution of multiple jobholding in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(2), pages 1095-1134, May.
    3. Keith A. Bailey & James R. Spletzer, 2020. "A New Measure of Multiple Jobholding in the U.S. Economy," Working Papers 20-26, Center for Economic Studies, U.S. Census Bureau.
    4. Hirsch, Barry & Husain, Muhammad M. & Winters, John V., 2016. "The Puzzling Fixity of Multiple Job Holding across Regions and Labor Markets," IZA Discussion Papers 9631, Institute of Labor Economics (IZA).
    5. Etienne Lalé, 2019. "Search and Multiple Jobholding," Upjohn Working Papers 19-305, W.E. Upjohn Institute for Employment Research.
    6. Merja Kauhanen, 2021. "Multiple job holding in the changing labour market Рevidence from Finland," Working Papers 331, Ty̦n ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
    7. Renna Francesco & Oaxaca Ronald L. & Choe Chung, 2023. "Is There a Business Cycle Effect on the Incidence of Dual Job Holding?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 23(2), pages 443-465, April.
    8. Ilias Livanos & Alexandros Zangelidis, 2012. "Multiple Job-holding among Male Workers in Greece," Regional Studies, Taylor & Francis Journals, vol. 46(1), pages 119-135, March.
    9. Barry T. Hirsch & Muhammad M. Husain & John V. Winters, 2016. "Multiple job holding, local labor markets, and the business cycle," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-29, December.
    10. Georgios A. Panos & Konstantinos Pouliakas & Alexandros Zangelidis, 2014. "Multiple Job Holding, Skill Diversification, and Mobility," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(2), pages 223-272, April.
    11. Gregory Gilpin, 2020. "Policy‐Induced School Calendar Changes and Teacher Moonlighting," Southern Economic Journal, John Wiley & Sons, vol. 86(3), pages 989-1018, January.
    12. Andrew Atherton & João R. Faria & Daniel Wheatley & Dongxu Wu & Zhongmin Wu, 2016. "The decision to moonlight: does second job holding by the self-employed and employed differ?," Industrial Relations Journal, Wiley Blackwell, vol. 47(3), pages 279-299, May.
    13. Konstantinos Pouliakas & Wieteke S. Conen, 2023. "Multiple job-holding: Career pathway or dire straits?," IZA World of Labor, Institute of Labor Economics (IZA), pages 3562-3562, December.
    14. Alisa Tazhitdinova, 2022. "Increasing Hours Worked: Moonlighting Responses to a Large Tax Reform," American Economic Journal: Economic Policy, American Economic Association, vol. 14(1), pages 473-500, February.
    15. Katharine G. Abraham & Brad Hershbein & Susan N. Houseman & Beth Truesdale, 2023. "The Independent Contractor Workforce: New Evidence On Its Size and Composition and Ways to Improve Its Measurement in Household Surveys," NBER Working Papers 30997, National Bureau of Economic Research, Inc.
    16. Marta Lachowska & Alexandre Mas & Raffaele Saggio & Stephen A. Woodbury, 2022. "Wage Posting or Wage Bargaining? A Test Using Dual Jobholders," Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 469-493.
    17. Etienne Lale, 2022. "Search and Multiple Jobholding," Working Papers 22-07, Chair in macroeconomics and forecasting, University of Quebec in Montreal's School of Management.
    18. Lalé, Etienne, 2016. "The Evolution of Multiple Jobholding in the U.S. Labor Market: The Complete Picture of Gross Worker Flows," IZA Discussion Papers 10355, Institute of Labor Economics (IZA).
    19. Bracha, Anat & Burke, Mary A., 2021. "How Big is the Gig? The Extensive Margin, The Intensive Margin, and The Hidden Margin," Labour Economics, Elsevier, vol. 69(C).
    20. Auray, Stéphane & Fuller, David L. & Vandenbroucke, Guillaume, 2021. "Comparative advantage and moonlighting," European Economic Review, Elsevier, vol. 139(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:labeco:v:71:y:2021:i:c:s0927537121000440. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/labeco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.