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On the Evolution of Multiple Jobholding in Canada

Author

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  • Olena Kostyshyna
  • Etienne Lalé

Abstract

The number of workers who hold more than one job (a.k.a. multiple jobholders) has increased recently in Canada. While this seems to echo the view that non-standard work arrangements are becoming pervasive, the increase has in fact been trivial compared with the long-run rise of multiple jobholding that has occurred since the mid-1970s. In this paper, we document this historical evolution and provide a comprehensive account of its underlying dynamics. To this end, we use restricted-access panel micro-data from the Canadian Labour Force Survey to construct transition probabilities into and out of multiple jobholding. We analyze these data through the lens of a trend decomposition that separates out the role of labor market inflows and outflows. The picture that emerges from our analysis is one of continued increases in the propensity of workers to take on second jobs. We argue that changes in technology and in preferences could both be responsible for this evolution.

Suggested Citation

  • Olena Kostyshyna & Etienne Lalé, 2019. "On the Evolution of Multiple Jobholding in Canada," Staff Working Papers 19-49, Bank of Canada.
    • Handle: RePEc:bca:bocawp:19-49
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    1. Michael R. Darby & John C. Haltiwanger & Mark W. Plant, 1986. "The Ins and Outs of Unemployment: The Ins Win," UCLA Economics Working Papers 411, UCLA Department of Economics.
    2. Elsby, Michael W.L. & Hobijn, Bart & Şahin, Ayşegül, 2015. "On the importance of the participation margin for labor market fluctuations," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 64-82.
    3. Valerie A. Ramey & Neville Francis, 2009. "A Century of Work and Leisure," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(2), pages 189-224, July.
    4. Etienne Lalé, 2019. "Search and Multiple Jobholding," Upjohn Working Papers 19-305, W.E. Upjohn Institute for Employment Research.
    5. Alexandre Mas & Amanda Pallais, 2017. "Valuing Alternative Work Arrangements," American Economic Review, American Economic Association, vol. 107(12), pages 3722-3759, December.
    6. Shigeru Fujita & Garey Ramey, 2009. "The Cyclicality Of Separation And Job Finding Rates," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(2), pages 415-430, May.
    7. Daniel S. Hamermesh & Elena Stancanelli, 2015. "Long Workweeks and Strange Hours," ILR Review, Cornell University, ILR School, vol. 68(5), pages 1007-1018, October.
    8. 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.
    9. Shulamit B. Kahn & Kevin Lang, 1995. "The Causes of Hours Constraints: Evidence from Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 28(4a), pages 914-928, November.
    10. 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.
    11. Catalina Amuedo‐Dorantes & Jean Kimmel, 2009. "Moonlighting Over The Business Cycle," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 754-765, October.
    12. Jaroslava Hlouskova & Panagiotis Tsigaris & Anetta Caplanova & Rudolf Sivak, 2017. "A behavioral portfolio approach to multiple job holdings," Review of Economics of the Household, Springer, vol. 15(2), pages 669-689, June.
    13. Katharine G. Abraham & John C. Haltiwanger & Kristin Sandusky & James R. Spletzer, 2017. "Measuring the Gig Economy: Current Knowledge and Open Issues," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 257-298, National Bureau of Economic Research, Inc.
    14. Jean Kimmel & Lisa M. Powell, 1999. "Moonlighting Trends and Related Policy Issues in Canada and the United States," Canadian Public Policy, University of Toronto Press, vol. 25(2), pages 207-231, June.
    15. Peter Kuhn & Fernando Lozano, 2005. "The Expanding Workweek? Understanding Trends in Long Work Hours Among U.S. Men, 1979-2004," NBER Working Papers 11895, National Bureau of Economic Research, Inc.
    16. Rui Costa & Stephen Machin, 2019. "The labour market," CEP Election Analysis Papers 046, Centre for Economic Performance, LSE.
    17. 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.
    18. Pedro Portugal & Olivier Blanchard, 2001. "What Hides Behind an Unemployment Rate: Comparing Portuguese and U.S. Labor Markets," American Economic Review, American Economic Association, vol. 91(1), pages 187-207, March.
    19. Hyatt, Henry R. & Spletzer, James R., 2017. "The recent decline of single quarter jobs," Labour Economics, Elsevier, vol. 46(C), pages 166-176.
    20. 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.
    21. 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.
    22. 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.
    23. Mark Aguiar & Erik Hurst, 2007. "Measuring Trends in Leisure: The Allocation of Time Over Five Decades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 969-1006.
    24. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    25. Nikhil Datta & Giulia Giupponi & Stephen Machin, 2019. "Zero-hours contracts and labour market policy," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(99), pages 369-427.
    26. Daniel Borowczyk-Martins & Etienne Lalé, 2019. "Employment Adjustment and Part-Time Work: Lessons from the United States and the United Kingdom," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(1), pages 389-435, January.
    27. 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.
    28. Poterba, James M & Summers, Lawrence H, 1986. "Reporting Errors and Labor Market Dynamics," Econometrica, Econometric Society, vol. 54(6), pages 1319-1338, November.
    29. 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.
    30. 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).
    31. Andrew Heisz, 2005. "The evolution of job stability in Canada: trends and comparisons with U.S. results," Canadian Journal of Economics, Canadian Economics Association, vol. 38(1), pages 105-127, February.
    32. Lawrence F. Katz & Alan B. Krueger, 2019. "The Rise and Nature of Alternative Work Arrangements in the United States, 1995–2015," ILR Review, Cornell University, ILR School, vol. 72(2), pages 382-416, March.
    33. Andrew Heisz, 2005. "The evolution of job stability in Canada: trends and comparisons with U.S. results," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 38(1), pages 105-127, February.
    34. Champagne, Julien & Kurmann, André, 2013. "The great increase in relative wage volatility in the United States," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 166-183.
    35. repec:hal:pseose:hal-01299931 is not listed on IDEAS
    36. Oliver Jean Blanchard & Peter Diamond, 1990. "The Cyclical Behovior of the Gross Flows of U.S. Workers," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(2), pages 85-156.
    37. Dany Brouillette & James Ketcheson & Olena Kostyshyna & Jonathan Lachaine, 2017. "Wage Growth in Canada and the United States: Factors Behind Recent Weakness," Staff Analytical Notes 17-8, Bank of Canada.
    38. 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).
    39. Shishko, Robert & Rostker, Bernard, 1976. "The Economics of Multiple Job Holding," American Economic Review, American Economic Association, vol. 66(3), pages 298-308, June.
    40. Peter Kuhn & Fernando Lozano, 2008. "The Expanding Workweek? Understanding Trends in Long Work Hours among U.S. Men, 1979-2006," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 311-343, April.
    41. 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.
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    Cited by:

    1. 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.
    2. Paul Glavin, 2020. "Multiple jobs? The prevalence, intensity and determinants of multiple jobholding in Canada," The Economic and Labour Relations Review, , vol. 31(3), pages 383-402, September.
    3. 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.

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    More about this item

    Keywords

    Econometric and statistical methods; Labour markets;

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General

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