IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/22118.html
   My bibliography  Save this paper

Beyond Job Lock: Impacts of Public Health Insurance on Occupational and Industrial Mobility

Author

Listed:
  • Ammar Farooq
  • Adriana Kugler

Abstract

We examine whether greater Medicaid generosity encourages mobility towards riskier but better jobs in higher paid occupations and industries. We use Current Population Survey Data and exploit variation in Medicaid thresholds across states and over time through the 1990s and 2000s. We find that moving from a state in the 10th to the 90th percentile in terms of Medicaid income thresholds increases occupational and industrial mobility by 7.6% and 7.8%. We also find that higher income Medicaid thresholds increase mobility towards occupations and industries with greater wage spreads and higher separation probabilities, but with higher wages and higher educational requirements.

Suggested Citation

  • Ammar Farooq & Adriana Kugler, 2016. "Beyond Job Lock: Impacts of Public Health Insurance on Occupational and Industrial Mobility," NBER Working Papers 22118, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:22118
    Note: EH LS
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w22118.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Craig Garthwaite & Tal Gross & Matthew J. Notowidigdo, 2014. "Public Health Insurance, Labor Supply, and Employment Lock," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 653-696.
    2. Fairlie, Robert W. & Kapur, Kanika & Gates, Susan, 2011. "Is employer-based health insurance a barrier to entrepreneurship?," Journal of Health Economics, Elsevier, vol. 30(1), pages 146-162, January.
    3. Brigitte C. Madrian, 1994. "Employment-Based Health Insurance and Job Mobility: Is there Evidence of Job-Lock?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 27-54.
    4. Kevin T. Stroupe & Eleanor D. Kinney & Thomas J.J. Kniesner, 2001. "Chronic Illness and Health Insurance-Related Job Lock," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 20(3), pages 525-544.
    5. Bradley Heim & Ithai Lurie, 2014. "Does health reform affect self-employment? Evidence from Massachusetts," Small Business Economics, Springer, vol. 43(4), pages 917-930, December.
    6. repec:eee:labchp:v:3:y:1999:i:pc:p:3309-3416 is not listed on IDEAS
    7. Donna B. Gilleskie & Byron F. Lutz, 2002. "The Impact of Employer-Provided Health Insurance on Dynamic Employment Transitions," Journal of Human Resources, University of Wisconsin Press, vol. 37(1), pages 129-162.
    8. Aaron S. Yelowitz, 1995. "The Medicaid Notch, Labor Supply, and Welfare Participation: Evidence from Eligibility Expansions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 909-939.
    9. Holtz-Eakin, Douglas & Penrod, John R. & Rosen, Harvey S., 1996. "Health insurance and the supply of entrepreneurs," Journal of Public Economics, Elsevier, vol. 62(1-2), pages 209-235, October.
    10. Gross, Tal & Notowidigdo, Matthew J., 2011. "Health insurance and the consumer bankruptcy decision: Evidence from expansions of Medicaid," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 767-778, August.
    11. Daniel Feenberg & Elisabeth Coutts, 1993. "An introduction to the TAXSIM model," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 12(1), pages 189-194.
    12. Roger H. Gordon & Julie Berry Cullen, 2002. "Taxes and Entrepreneurial Activity: Theory and Evidence for the U.S," NBER Working Papers 9015, National Bureau of Economic Research, Inc.
    13. Gruber, Jonathan, 2000. "Health insurance and the labor market," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 12, pages 645-706, Elsevier.
    14. Bird, Edward J., 2001. "Does the welfare state induce risk-taking?," Journal of Public Economics, Elsevier, vol. 80(3), pages 357-383, June.
    15. Hoynes, Hilary W. & Luttmer, Erzo F.P., 2011. "The insurance value of state tax-and-transfer programs," Journal of Public Economics, Elsevier, vol. 95(11), pages 1466-1484.
    16. Edward J. Bird, "undated". "Does the Welfare State Induce Risk Taking?," Wallis Working Papers WP11, University of Rochester - Wallis Institute of Political Economy.
    17. Currie, Janet & Madrian, Brigitte C., 1999. "Health, health insurance and the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 50, pages 3309-3416, Elsevier.
    18. Kanika Kapur, 1998. "The Impact of Health on Job Mobility: A Measure of Job Lock," ILR Review, Cornell University, ILR School, vol. 51(2), pages 282-298, January.
    19. Leuven, Edwin & Oosterbeek, Hessel, 2011. "Overeducation and Mismatch in the Labor Market," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 283-326, Elsevier.
    20. Cynthia Bansak & Steven Raphael, 2008. "The State Children's Health Insurance Program and Job Mobility: Identifying Job Lock among Working Parents in Near-Poor Households," ILR Review, Cornell University, ILR School, vol. 61(4), pages 564-579, July.
    21. Kambourov, Gueorgui & Manovskii, Iourii, 2013. "A Cautionary Note On Using (March) Current Population Survey And Panel Study Of Income Dynamics Data To Study Worker Mobility," Macroeconomic Dynamics, Cambridge University Press, vol. 17(1), pages 172-194, January.
    22. Jonathan Gruber & Brigitte C. Madrian, 1994. "Health Insurance and Job Mobility: The Effects of Public Policy on Job-Lock," ILR Review, Cornell University, ILR School, vol. 48(1), pages 86-102, October.
    23. Katherine Baicker & Amy Finkelstein & Jae Song & Sarah Taubman, 2014. "The Impact of Medicaid on Labor Market Activity and Program Participation: Evidence from the Oregon Health Insurance Experiment," American Economic Review, American Economic Association, vol. 104(5), pages 322-328, May.
    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. Lingchen Liu & Renji Sun & Yan Gu & Kung Cheng Ho, 2020. "The Effect of China’s Health Insurance on the Labor Supply of Middle-aged and Elderly Farmers," IJERPH, MDPI, vol. 17(18), pages 1-23, September.
    2. Jane G. Gravelle & Sean Lowry, 2016. "The Affordable Care Act, Labor Supply, and Social Welfare," National Tax Journal, National Tax Association;National Tax Journal, vol. 69(4), pages 863-882, December.

    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. Scott Barkowski, 2020. "Does government health insurance reduce job lock and job push?," Southern Economic Journal, John Wiley & Sons, vol. 87(1), pages 122-169, July.
    2. Brigitte C. Madrian, 2005. "The U.S. health care system and labor markets," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 50(Jun), pages 137-163.
    3. Gulcin Gumus & Tracy Regan, 2007. "Self-Employment and the Role of Health Insurance," Working Papers 0910, University of Miami, Department of Economics.
    4. Robert W. Fairlie & Kanika Kapur & Susan Gates, 2016. "Job Lock: Evidence from a Regression Discontinuity Design," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 55(1), pages 92-121, January.
    5. Jonathan Gruber & Brigitte C. Madrian, 2002. "Health Insurance, Labor Supply, and Job Mobility: A Critical Review of the Literature," NBER Working Papers 8817, National Bureau of Economic Research, Inc.
    6. David Mushinski & Alexandra Bernasek & Stephan Weiler, 2015. "Job Lock in Rural versus Urban Labor Markets," Growth and Change, Wiley Blackwell, vol. 46(2), pages 253-273, June.
    7. Bradley T. Heim & Ithai Z. Lurie, 2015. "The Impact of Health Reform on Job Mobility: Evidence from Massachusetts," American Journal of Health Economics, University of Chicago Press, vol. 1(3), pages 374-398, Summer.
    8. Jonathan Gruber, 1998. "Health Insurance and the Labor Market," NBER Working Papers 6762, National Bureau of Economic Research, Inc.
    9. Margaret E. Blume-Kohout, 2024. "Entrepreneurship Lock and the Demand for Health Insurance: Evidence from the US Affordable Care Act," ILR Review, Cornell University, ILR School, vol. 77(2), pages 199-226, March.
    10. Maclean, J. Catherine & Webber, Douglas A., 2019. "Government Regulation and Lifecycle Wages: Evidence from Continuing Coverage Mandates," IZA Discussion Papers 12464, Institute of Labor Economics (IZA).
    11. repec:eee:labchp:v:3:y:1999:i:pc:p:3309-3416 is not listed on IDEAS
    12. Frank M. Fossen & Johannes König, 2017. "Public health insurance, individual health, and entry into self-employment," Small Business Economics, Springer, vol. 49(3), pages 647-669, October.
    13. Li, Yajuan & Palma, Marco A. & Towne, Samuel, 2017. "Does Health Insurance Provision Improve Self-Employment and Entrepreneurship? Evidence from State Insurance Mandates," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258399, Agricultural and Applied Economics Association.
    14. Chatterji, Pinka & Brandon, Peter & Markowitz, Sara, 2016. "Job mobility among parents of children with chronic health conditions: Early effects of the 2010 Affordable Care Act," Journal of Health Economics, Elsevier, vol. 48(C), pages 26-43.
    15. Tianxu Chen, 2019. "Health Insurance Coverage and Marriage Behavior: Is There Evidence of Marriage Lock?," Working papers 2019-09, University of Connecticut, Department of Economics.
    16. Ji-Liang Shiu, 2014. "Two separated effects of employer-provided health insurance on job mobility," Applied Economics, Taylor & Francis Journals, vol. 46(28), pages 3389-3407, October.
    17. Fairlie, Robert W. & Kapur, Kanika & Gates, Susan, 2011. "Is employer-based health insurance a barrier to entrepreneurship?," Journal of Health Economics, Elsevier, vol. 30(1), pages 146-162, January.
    18. Tracy L. Regan & Gulcin Gumus, 2006. "Tax Incentives as a Solution to the Uninsured: Evidence from the Self-Employed," Working Papers 0709, University of Miami, Department of Economics, revised Oct 2007.
    19. Aouad, Marion, 2023. "The intracorrelation of family health insurance and job lock," Journal of Health Economics, Elsevier, vol. 90(C).
    20. Jacqueline Chattopadhyay, 2018. "State Health Insurance Regulation and Self-Employment Rates After the Great Recession: The Role of Guaranteed Issue Mandates," Economic Development Quarterly, , vol. 32(1), pages 78-92, February.
    21. James Bailey & Dhaval Dave, 2019. "The Effect of the Affordable Care Act on Entrepreneurship among Older Adults," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 45(1), pages 141-159, January.

    More about this item

    JEL classification:

    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers

    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:nbr:nberwo:22118. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.