IDEAS home Printed from https://ideas.repec.org/p/ucn/oapubs/10197-259.html
   My bibliography  Save this paper

Where do the sick go? Health insurance and employment in small and large firms

Author

Listed:
  • Kanika Kapur
  • José J. Escarce
  • M. Susan Marquis
  • Kosali I. Simon

Abstract

Small firms that offer health insurance to their employees may face variable premiums if the firm hires an employee with high-expected health costs. To avoid expensive premium variability, a small firm may attempt to maintain a workforce with low expected health costs. In addition, workers with high-expected health costs may prefer employment in larger firms with health insurance rather than in smaller firms. This results in employment distortions. We examine the magnitude of these employment distortions using the Medical Expenditure Panel Survey from 1996 to 2001. We estimate the magnitude of distortions in hiring, employment, and separations. Furthermore, we examine the effect of state small group health insurance reforms that restrict insurers’ ability to deny coverage and restrict premium variability on employment distortions in small firms relative to large firms. We find that workers with high-expected health cost are less likely to be new hires in small firms that offer health insurance, and are less likely to be employed in insured small firms. However, we find no evidence that state small group health insurance reforms have reduced the extent of these distortions. Estimating the magnitude of employment distortions in insured small firms, and understanding the effect of small group regulation on these distortions is essential in refining reforms to the small group health insurance market.

Suggested Citation

  • Kanika Kapur & José J. Escarce & M. Susan Marquis & Kosali I. Simon, 2005. "Where do the sick go? Health insurance and employment in small and large firms," Open Access publications 10197/259, School of Economics, University College Dublin.
  • Handle: RePEc:ucn:oapubs:10197/259
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10197/259
    File Function: First version, 2005
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kanika Kapur, 2003. "Labor Market Implications of State Small Group Health Insurance Reform," Public Finance Review, , vol. 31(6), pages 571-600, November.
    2. Alan C. Monheit & Jessica Primoff Vistnes, 1999. "Health Insurance Availability at the Workplace: How Important are Worker Preferences?," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 770-785.
    3. Thomas Buchmueller & John Dinardo, 2002. "Did Community Rating Induce an Adverse Selection Death Spiral? Evidence from New York, Pennsylvania, and Connecticut," American Economic Review, American Economic Association, vol. 92(1), pages 280-294, March.
    4. Henry J. Aaron & Barry P. Bosworth, 1994. "Economic Issues in Reform of Health Care Financing," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(1994 Micr), pages 249-299.
    5. Davidoff, Amy & Blumberg, Linda & Nichols, Len, 2005. "State health insurance market reforms and access to insurance for high-risk employees," Journal of Health Economics, Elsevier, vol. 24(4), pages 725-750, July.
    6. Alan C. Monheit & Jessica Primoff Vistnes, 2006. "Health Insurance Enrollment Decisions: Preferences for Coverage, Worker Sorting, and Insurance Take Up," NBER Working Papers 12429, National Bureau of Economic Research, Inc.
    7. David M. Cutler, 1994. "A Guide to Health Care Reform," Journal of Economic Perspectives, American Economic Association, vol. 8(3), pages 13-29, Summer.
    8. 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.
    9. Royalty, Anne Beeson & Abraham, Jean M., 2006. "Health insurance and labor market outcomes: Joint decision-making within households," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1561-1577, September.
    10. 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.
    11. 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.
    12. 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.
    13. Madrian, Brigitte & Cutler, David, 1998. "Labor Market Responses to Rising Health Insurance Costs," Scholarly Articles 2643643, Harvard University Department of Economics.
    14. Jonathan Gruber, 2000. "Tax Subsidies for Health Insurance: Evaluating the Costs and Benefits," NBER Working Papers 7553, National Bureau of Economic Research, Inc.
    15. Robert Kaestner & Kosali Ilayperuma Simon, 2002. "Labor Market Consequences of State Health Insurance Regulation," ILR Review, Cornell University, ILR School, vol. 56(1), pages 136-159, October.
    16. David Cutler, 1994. "Market Failure in Small Group Health Insurance," NBER Working Papers 4879, National Bureau of Economic Research, Inc.
    17. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    18. Alan Maynard, 1998. "Book Review: OHE compendium of health statistics. OHE, 12 Whitehall, London SW1A 2DY, 1997," Health Economics, John Wiley & Sons, Ltd., vol. 7(6), pages 562-562, September.
    19. Rothschild, Michael & Stiglitz, Joseph E., 1970. "Increasing risk: I. A definition," Journal of Economic Theory, Elsevier, vol. 2(3), pages 225-243, September.
    20. Kanika Kapur, 2004. "The Impact of the Health Insurance Market on Small Firm Employment," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(1), pages 63-90, March.
    21. David M. Cutler & Brigitte C. Madrian, 1998. "Labor Market Responses to Rising Health Insurance Costs: Evidence on Hours Worked," RAND Journal of Economics, The RAND Corporation, vol. 29(3), pages 509-530, Autumn.
    22. Monheit, Alan C. & Steinberg Schone, Barbara, 2004. "How has small group market reform affected employee health insurance coverage?," Journal of Public Economics, Elsevier, vol. 88(1-2), pages 237-254, January.
    23. Frank A. Scott & Mark C. Berger & John E. Garen, 1995. "Do Health Insurance and Pension Costs Reduce the Job Opportunities of Older Workers?," ILR Review, Cornell University, ILR School, vol. 48(4), pages 775-791, July.
    24. Ilayperuma Simon, Kosali, 2005. "Adverse selection in health insurance markets? Evidence from state small-group health insurance reforms," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1865-1877, September.
    25. Jayanta Bhattacharya & William B. Vogt, 2006. "Employment and Adverse Selection in Health Insurance," NBER Working Papers 12430, National Bureau of Economic Research, Inc.
    26. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
    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. Joanna N. Lahey, 2012. "The efficiency of a group‐specific mandated benefit revisited: The effect of infertility mandates," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 31(1), pages 63-92, 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. Kanika Kapur & José J. Escarce & M. Susan Marquis & Kosali I. Simon, 2008. "Where Do the Sick Go? Health Insurance and Employment in Small and Large Firms," Southern Economic Journal, John Wiley & Sons, vol. 74(3), pages 644-664, January.
    2. Kanika Kapur & Pinar Karaca‐Mandic & Susan M. Gates & Brent Fulton, 2012. "Do Small‐Group Health Insurance Regulations Influence Small Business Size?," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 79(1), pages 231-260, March.
    3. Kanika Kapur, 2003. "Labor Market Implications of State Small Group Health Insurance Reform," Public Finance Review, , vol. 31(6), pages 571-600, November.
    4. Wang Ping, 2009. "Effects of Disability-Based Underwriting Prohibitions on the Labor Market," Asia-Pacific Journal of Risk and Insurance, De Gruyter, vol. 4(1), pages 1-19, November.
    5. Laura Bucila, 2008. "Employment-Based Health Insurance and the Minimum Wage," Working Papers 0812, College of the Holy Cross, Department of Economics.
    6. Steven F. Lehrer & Nuno Sousa Pereira, 2008. "Worker Sorting, Health Insurance and Wages: Further Evidence from Displaced Workers in the United States," CEF.UP Working Papers 0804, Universidade do Porto, Faculdade de Economia do Porto.
    7. 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.
    8. Jean Marie Abraham & Thomas DeLeire & Annne Beeson Royalty, 2007. "Health Insurance, Pensions, and Paid Leave: Access to Health Insurance at Small Firms in a Broader Benefit Context: Working Paper 2007-08," Working Papers 18725, Congressional Budget Office.
    9. C. J. Krizan & Adela Luque & Alice Zawacki, 2014. "The Effect Of Employer Health Insurance Offering On The Growth And Survival Of Small Business Prior To The Affordable Care Act," Working Papers 14-22, Center for Economic Studies, U.S. Census Bureau.
    10. Lehrer, Steven F. & Pereira, Nuno Sousa, 2007. "Worker sorting, compensating differentials and health insurance: Evidence from displaced workers," Journal of Health Economics, Elsevier, vol. 26(5), pages 1034-1056, September.
    11. David Cutler & Jonathan Gruber, 2001. "Health Policy in the Clinton Era: Once Bitten, Twice Shy," NBER Working Papers 8455, National Bureau of Economic Research, Inc.
    12. Christine Jolls, 2007. "Employment Law and the Labor Market," NBER Working Papers 13230, National Bureau of Economic Research, Inc.
    13. 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.
    14. Stéphanie Lluis & Jean Abraham, 2013. "The Wage–Health Insurance Trade-off and Worker Selection: Evidence From the Medical Expenditure Panel Survey 1997 to 2006," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 52(2), pages 541-581, April.
    15. Jonathan Gruber, 1998. "Health Insurance and the Labor Market," NBER Working Papers 6762, National Bureau of Economic Research, Inc.
    16. 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).
    17. 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.
    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. Jeffrey Clemens, 2015. "Regulatory Redistribution in the Market for Health Insurance," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 109-134, April.
    20. Kyung Min Lee & Chanup Jeung, 2021. "The incidence of the healthcare costs of chronic conditions," International Journal of Health Economics and Management, Springer, vol. 21(4), pages 473-493, December.

    More about this item

    Keywords

    Employer-sponsored health insurance; Insurance; Health--Premiums; Small business--Costs;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:ucn:oapubs:10197/259. 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: Nicolas Clifton (email available below). General contact details of provider: https://edirc.repec.org/data/educdie.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.