IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp9631.html
   My bibliography  Save this paper

The Puzzling Fixity of Multiple Job Holding across Regions and Labor Markets

Author

Listed:
  • Hirsch, Barry

    (Georgia State University)

  • Husain, Muhammad M.

    (Georgia State University)

  • Winters, John V.

    (Iowa State University)

Abstract

Multiple job holding rates differ substantially across U.S. regions, states, and metropolitan areas. Rates decrease markedly with respect to labor market size. These patterns have been largely overlooked, despite being relatively fixed over (at least) the 1998-2014 period. This paper explores explanations for these persistent differences. We account for over half of the mean absolute deviation in multiple job holding across local labor markets (MSAs). Most important in explaining variation in multiple job holding are worker characteristics, commute times, MSA ancestry shares, and, to a lesser extent, labor market churn. City size accounts for little of the variation once we condition on commute times.

Suggested Citation

  • 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).
  • Handle: RePEc:iza:izadps:dp9631
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp9631.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Henry Hyatt & James Spletzer, 2013. "The recent decline in employment dynamics," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-21, December.
    2. Alan B. Krueger & Alexandre Mas & Xiaotong Niu, 2017. "The Evolution of Rotation Group Bias: Will the Real Unemployment Rate Please Stand Up?," The Review of Economics and Statistics, MIT Press, vol. 99(2), pages 258-264, May.
    3. Renna, Francesco & Oaxaca, Ronald L., 2006. "The Economics of Dual Job Holding: A Job Portfolio Model of Labor Supply," IZA Discussion Papers 1915, Institute of Labor Economics (IZA).
    4. Krishnan, Pramila, 1990. "The Economics of Moonlighting: A Double Self-Selection Model: Errata," The Review of Economics and Statistics, MIT Press, vol. 72(4), pages 712-712, November.
    5. Raven Molloy & Christopher L. Smith & Abigail Wozniak, 2013. "Declining Migration wihin the US: The Role of the Labor Market," Working Papers 13-53, Center for Economic Studies, U.S. Census Bureau.
    6. Scott L. Fulford & Ivan Petkov & Fabio Schiantarelli, 2020. "Does it matter where you came from? Ancestry composition and economic performance of US counties, 1850–2010," Journal of Economic Growth, Springer, vol. 25(3), pages 341-380, September.
    7. Raven Molloy & Christopher L. Smith & Abigail Wozniak, 2011. "Internal Migration in the United States," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 173-196, Summer.
    8. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    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. 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.
    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. Louis Putterman & David N. Weil, 2010. "Post-1500 Population Flows and The Long-Run Determinants of Economic Growth and Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1627-1682.
    13. 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.
    14. 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.
    15. Krishnan, Pramila, 1990. "The Economics of Moonlighting: A Double Self-Selection Model," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 361-367, May.
    16. Robert E. Hall, 1970. "Why Is the Unemployment Rate So High at Full Employment?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 1(3), pages 369-410.
    17. 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.
    18. Shishko, Robert & Rostker, Bernard, 1976. "The Economics of Multiple Job Holding," American Economic Review, American Economic Association, vol. 66(3), pages 298-308, June.
    19. Catalina Amuedo‐Dorantes & Jean Kimmel, 2009. "Moonlighting Over The Business Cycle," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 754-765, October.
    20. Black, Dan A. & Kolesnikova, Natalia & Taylor, Lowell J., 2014. "Why do so few women work in New York (and so many in Minneapolis)? Labor supply of married women across US cities," Journal of Urban Economics, Elsevier, vol. 79(C), pages 59-71.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Etienne Lalé, 2019. "Search and Multiple Jobholding," Upjohn Working Papers 19-305, W.E. Upjohn Institute for Employment Research.
    2. Bailey, Keith A. & Spletzer, James R., 2020. "A New Measure of Multiple Jobholding in the U.S. Economy," IZA Discussion Papers 13693, Institute of Labor Economics (IZA).
    3. 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.
    4. Martin Nordin & Sören Höjgård, 2019. "Earnings and Disposable Income of Farmers in Sweden, 1997–2012," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(1), pages 153-173, March.
    5. Hlouskova, Jaroslava & Tsigaris, Panagiotis, 2020. "A behavioral economic approach to multiple job holdings with leisure," IHS Working Paper Series 23, Institute for Advanced Studies.
    6. Conen, Wieteke, 2020. "Multiple jobholding in Europe: Structure and dynamics," WSI Studies 20, The Institute of Economic and Social Research (WSI), Hans Böckler Foundation.
    7. 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.
    8. 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.
    9. 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).
    10. 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.
    11. Alison Preston & Robert E. Wright, 2020. "Exploring the gender difference in multiple job holding," Industrial Relations Journal, Wiley Blackwell, vol. 51(4), pages 301-328, July.

    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. Etienne Lalé, 2019. "Search and Multiple Jobholding," Upjohn Working Papers 19-305, W.E. Upjohn Institute for Employment Research.
    3. 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.
    4. 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.
    5. 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.
    6. Gregory Gilpin, 2018. "Policy-induced School Calendar Changes and Teacher Moonlighting," CAEPR Working Papers 2018-009, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
    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. 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).
    9. Merja Kauhanen, 2021. "Multiple job holding in the changing labour market – evidence from Finland," Working Papers 331, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE.
    10. Gregory Gilpin, 2020. "Policy‐Induced School Calendar Changes and Teacher Moonlighting," Southern Economic Journal, John Wiley & Sons, vol. 86(3), pages 989-1018, January.
    11. Bailey, Keith A. & Spletzer, James R., 2021. "A new measure of multiple jobholding in the U.S. economy," Labour Economics, Elsevier, vol. 71(C).
    12. 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.
    13. Chung Choe & Ronald L. Oaxaca & Francesco Renna, 2018. "Constrained vs unconstrained labor supply: the economics of dual job holding," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(4), pages 1279-1319, October.
    14. Noor Jehan, 2024. "What Matters for Second Job Pay in Higher Education in Northern Pakistan?," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 67(3), pages 783-800, September.
    15. Sum Lo Simon Ming, 2023. "Desired work-leisure balance in a partial equilibrium job search model with multiple job holding," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-43, December.
    16. 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.
    17. 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.
    18. 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.
    19. Priscila Casari, 2010. "Labor Supply in Brazil: an Analysis of the Second Job in the Urban and Rural Areas," Working papers - Textos para Discussao do Curso de Ciencias Economicas da UFG 019, Curso de Ciencias Economicas da Universidade Federal de Goias - FACE.
    20. Hlouskova, Jaroslava & Tsigaris, Panagiotis, 2020. "A behavioral economic approach to multiple job holdings with leisure," IHS Working Paper Series 23, Institute for Advanced Studies.

    More about this item

    Keywords

    multiple job holding; local labor markets; city size and regional differences; commuting costs;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:iza:izadps:dp9631. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.