IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/18698.html
   My bibliography  Save this paper

Equilibrium Labor Market Search and Health Insurance Reform

Author

Listed:
  • Naoki Aizawa
  • Hanming Fang

Abstract

We present and empirically implement an equilibrium labor market search model where risk averse workers facing medical expenditure shocks are matched with firms making health insurance coverage decisions. Our model delivers a rich set of predictions that can account for a wide variety of phenomenon observed in the data including the correlations among firm sizes, wages, health insurance offering rates, turnover rates and workers' health compositions. We estimate our model by Generalized Method of Moments using a combination of micro data sources including Survey of Income and Program Participation (SIPP), Medical Expenditure Panel Survey (MEPS) and Robert Wood Johnson Foundation Employer Health Insurance Survey. We use our estimated model to evaluate the equilibrium impact of the 2010 Affordable Care Act (ACA) and find that it would reduce the uninsured rate among the workers in our estimation sample from 20.12% to 7.27%. We also examine a variety of alternative policies to understand the roles of different components of the ACA in contributing to these equilibrium changes. Interestingly, we find that the uninsured rate will be even lower (at 6.44%) if the employer mandate in the ACA is eliminated.

Suggested Citation

  • Naoki Aizawa & Hanming Fang, 2013. "Equilibrium Labor Market Search and Health Insurance Reform," NBER Working Papers 18698, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:18698
    Note: EH LS PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w18698.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. repec:pri:cepsud:223shephard is not listed on IDEAS
    2. Cole, Harold L. & Kim, Soojin & Krueger, Dirk, 2012. "Analyzing the effects of insuring health risks: On the trade-off between short run insurance benefits vs. long run incentive costs," CFS Working Paper Series 2012/18, Center for Financial Studies (CFS).
    3. Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2013. "Selection on Moral Hazard in Health Insurance," American Economic Review, American Economic Association, vol. 103(1), pages 178-219, February.
    4. Costas Meghir & Renata Narita & Jean-Marc Robin, 2015. "Wages and Informality in Developing Countries," American Economic Review, American Economic Association, vol. 105(4), pages 1509-1546, April.
    5. Bontemps, Christian & Robin, Jean-Marc & van den Berg, Gerard J, 2000. "Equilibrium Search with Continuous Productivity Dispersion: Theory and Nonparametric Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(2), pages 305-358, May.
    6. Giuseppe Moscarini & Fabien Postel-Vinay, 2013. "Stochastic Search Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1545-1581.
    7. Dizioli, Allan & Pinheiro, Roberto, 2016. "Health insurance as a productive factor," Labour Economics, Elsevier, vol. 40(C), pages 1-24.
    8. Pierre Cahuc & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "Wage Bargaining with On-the-Job Search: Theory and Evidence," Econometrica, Econometric Society, vol. 74(2), pages 323-364, March.
    9. Kolstad, Jonathan T. & Kowalski, Amanda E., 2012. "The impact of health care reform on hospital and preventive care: Evidence from Massachusetts," Journal of Public Economics, Elsevier, vol. 96(11), pages 909-929.
    10. Jolivet, Gregory & Postel-Vinay, Fabien & Robin, Jean-Marc, 2006. "The empirical content of the job search model: Labor mobility and wage distributions in Europe and the US," European Economic Review, Elsevier, vol. 50(4), pages 877-907, May.
    11. Charles J. Courtemanche & Daniela Zapata, 2014. "Does Universal Coverage Improve Health? The Massachusetts Experience," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(1), pages 36-69, January.
    12. Pashchenko, Svetlana & Porapakkarm, Ponpoje, 2010. "Quantitative Analysis of Health Insurance Reform: Separating Community Rating from Income Redistribution," MPRA Paper 26158, University Library of Munich, Germany.
    13. John Rust & Christopher Phelan, 1997. "How Social Security and Medicare Affect Retirement Behavior in a World of Incomplete Markets," Econometrica, Econometric Society, vol. 65(4), pages 781-832, July.
    14. 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.
    15. Iourii Manovskii & Bjoern Bruegemann, 2009. "Fragility: A Quantitative Analysis of the US Health Insurance System," 2009 Meeting Papers 1246, Society for Economic Dynamics.
    16. Martin B. Hackmann & Jonathan T. Kolstad & Amanda E. Kowalski, 2012. "Health Reform, Health Insurance, and Selection: Estimating Selection into Health Insurance Using the Massachusetts Health Reform," American Economic Review, American Economic Association, vol. 102(3), pages 498-501, May.
    17. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Econometrica, Econometric Society, vol. 70(6), pages 2295-2350, November.
    18. Jean-Marc Robin & Sébastien Roux, 2002. "An Equilibrium Model of the Labor Market with Endogenous Capital and Two-Sided Search," Annals of Economics and Statistics, GENES, issue 67-68, pages 257-307.
    19. Andrew Shephard, 2017. "Equilibrium Search And Tax Credit Reform," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 58(4), pages 1047-1088, November.
    20. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms9850c12h1p is not listed on IDEAS
    21. Alma Cohen & Liran Einav, 2007. "Estimating Risk Preferences from Deductible Choice," American Economic Review, American Economic Association, vol. 97(3), pages 745-788, June.
    22. Greg Kaplan, 2012. "Inequality and the life cycle," Quantitative Economics, Econometric Society, vol. 3(3), pages 471-525, November.
    23. Albrecht, James W & Axell, Bo, 1984. "An Equilibrium Model of Search Unemployment," Journal of Political Economy, University of Chicago Press, vol. 92(5), pages 824-840, October.
    24. Naoki Aizawa & Hanming Fang, 2020. "Equilibrium Labor Market Search and Health Insurance Reform," Journal of Political Economy, University of Chicago Press, vol. 128(11), pages 4258-4336.
    25. Guido W. Imbens & Tony Lancaster, 1994. "Combining Micro and Macro Data in Microeconometric Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 655-680.
    26. Pierre Cahuc & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "Wage bargaining with on-the-job search: theory and evidence," Post-Print hal-03471856, HAL.
    27. repec:hal:spmain:info:hdl:2441/4ra95789n9nrr59b6lmini6tp is not listed on IDEAS
    28. Grégory Jolivet & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "The empirical content of the job search model: labor mobility and wage distributions in Europe and the US," Post-Print hal-03587657, HAL.
    29. Svetlana Pashchenko & Ponpoje Porapakkarm, 2013. "Quantitative Analysis of Health Insurance Reform: Separating Regulation from Redistribution," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(3), pages 383-404, July.
    30. Hwang, Hae-shin & Mortensen, Dale T & Reed, W Robert, 1998. "Hedonic Wages and Labor Market Search," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 815-847, October.
    31. Hanming Fang & Alessandro Gavazza, 2011. "Dynamic Inefficiencies in an Employment-Based Health Insurance System: Theory and Evidence," American Economic Review, American Economic Association, vol. 101(7), pages 3047-3077, December.
    32. repec:adr:anecst:y:2002:i:67-68:p:11 is not listed on IDEAS
    33. Bontemps, Christian & Robin, Jean-Marc & Van den Berg, Gerard J, 1999. "An Empirical Equilibrium Job Search Model with Search on the Job and Heterogeneous Workers and Firms," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(4), pages 1039-1074, November.
    34. Gerard J. van den Berg & Geert Ridder, 1998. "An Empirical Equilibrium Search Model of the Labor Market," Econometrica, Econometric Society, vol. 66(5), pages 1183-1222, September.
    35. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    36. Thomas MaCurdy & David Green & Harry Paarsch, 1990. "Assessing Empirical Approaches for Analyzing Taxes and Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 25(3), pages 415-490.
    37. Costas Meghir & Renata Narita & Jean-Marc Robin, 2015. "Wages and Informality in Developing Countries," Post-Print hal-03587627, HAL.
    38. Andrew Shephard, 2011. "Equilibrium Search and Tax Credit Reform," Working Papers 1336, Princeton University, Department of Economics, Center for Economic Policy Studies..
    39. repec:hal:spmain:info:hdl:2441/22qd4iha9ql84kd2t534hdeb is not listed on IDEAS
    40. Lex Borghans & Bart H. H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity Aversion," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 649-658, 04-05.
    41. van den Berg, Gerard J, 1999. "Empirical Inference with Equilibrium Search Models of the Labour Market," Economic Journal, Royal Economic Society, vol. 109(456), pages 283-306, June.
    42. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8grh35j2 is not listed on IDEAS
    43. 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.
    44. Svetlana Pashchenko & Ponpoje Porapakkarm, 2013. "Quantitative Analysis of Health Insurance Reform: Separating Regulation from Redistribution," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(3), pages 383-404, July.
    45. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Post-Print hal-03458567, HAL.
    46. Matthew S. Dey & Christopher J. Flinn, 2005. "An Equilibrium Model of Health Insurance Provision and Wage Determination," Econometrica, Econometric Society, vol. 73(2), pages 571-627, March.
    47. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    48. Amil Petrin, 2002. "Quantifying the Benefits of New Products: The Case of the Minivan," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 705-729, August.
    49. Emile Tompa, 2002. "The Impact of Health on Productivity: Macro and Microeconomic Evidence and Policy Implications," The Review of Economic Performance and Social Progress, in: Andrew Sharpe, Executive Director & France St-Hilaire, Vice-President , Research & Keith Banting, Di (ed.), The Review of Economic Performance and Social Progress 2002: Towards a Social Understanding of Productivity, volume 2, Centre for the Study of Living Standards;The Institutute for Research on Public Policy.
    50. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
    51. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium wage dispersion with worker and employer heterogeneity," Post-Print hal-03587660, HAL.
    52. Lex Borghans & Bart H.H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity," Working Papers 200903, Geary Institute, University College Dublin.
    53. Albert C. Bemmaor & Nicolas Glady, 2012. "Modeling Purchasing Behavior with Sudden "Death": A Flexible Customer Lifetime Model," Management Science, INFORMS, vol. 58(5), pages 1012-1021, May.
    54. Wolpin, Kenneth I, 1992. "The Determinants of Black-White Differences in Early Employment Careers: Search, Layoffs, Quits, and Endogenous Wage Growth," Journal of Political Economy, University of Chicago Press, vol. 100(3), pages 535-560, June.
    55. 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.
    56. Benjamin R. Handel, 2013. "Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts," American Economic Review, American Economic Association, vol. 103(7), pages 2643-2682, December.
    57. Grégory Jolivet & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "The empirical content of the job search model: labor mobility and wage distributions in Europe and the US," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03587657, HAL.
    58. Flinn, C. & Heckman, J., 1982. "New methods for analyzing structural models of labor force dynamics," Journal of Econometrics, Elsevier, vol. 18(1), pages 115-168, January.
    59. Eckstein, Zvi & Wolpin, Kenneth I, 1990. "Estimating a Market Equilibrium Search Model from Panel Data on Individuals," Econometrica, Econometric Society, vol. 58(4), pages 783-808, July.
    60. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms985085gkbp is not listed on IDEAS
    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. Naoki Aizawa & Hanming Fang, 2015. "Equilibrium Labor Market Search and Health Insurance Reform, Second Version," PIER Working Paper Archive 15-024, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 28 Jun 2015.
    2. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    3. Hanming Fang & Andrew Shephard, 2019. "Household Labor Search, Spousal Insurance, and Health Care Reform," PIER Working Paper Archive 19-019, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    4. Morchio, Iacopo & Moser, Christian, 2018. "The Gender Pay Gap: Micro Sources and Macro Consequences," MPRA Paper 99276, University Library of Munich, Germany, revised 24 Mar 2020.
    5. Benoit Schmutz & Modibo Sidibé, 2014. "Job Search and Migration in a System of Cities," Working Papers 2014-43, Center for Research in Economics and Statistics.
    6. Andreas Hornstein & Per Krusell & Giovanni L. Violante, 2011. "Frictional Wage Dispersion in Search Models: A Quantitative Assessment," American Economic Review, American Economic Association, vol. 101(7), pages 2873-2898, December.
    7. Chéron, Arnaud & Hairault, Jean-Olivier & Langot, François, 2008. "A quantitative evaluation of payroll tax subsidies for low-wage workers: An equilibrium search approach," Journal of Public Economics, Elsevier, vol. 92(3-4), pages 817-843, April.
    8. Shaimaa Yassin, 2013. "Structural Labor Market Transitions and Wage Dispersion in Egypt and Jordan," Working Papers 753, Economic Research Forum, revised May 2013.
    9. Benoît Schmutz & Modibo Sidibé, 2019. "Frictional Labour Mobility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1779-1826.
    10. Rune Vejlin & Gregory F. Veramendi, 2023. "Sufficient statistics for frictional wage dispersion and growth," Quantitative Economics, Econometric Society, vol. 14(3), pages 935-979, July.
    11. Florian Hoffmann & Shouyong Shi, 2016. "Burdett-Mortensen Model of On-the-Job Search with Two Sectors," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 19, pages 108-134, January.
    12. Christopher Flinn & James Mabli & Joseph Mullins, 2017. "Firms' Choices of Wage-Setting Protocols in the Presence of Minimum Wages," Working Papers 2017-070, Human Capital and Economic Opportunity Working Group.
    13. Keane, Michael P. & Todd, Petra E. & Wolpin, Kenneth I., 2011. "The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 4, pages 331-461, Elsevier.
    14. Eckstein, Zwi & van den Berg, Gerard J, 2003. "Empircial labor search models: A survey," Working Paper Series 2003:18, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    15. Chéron, Arnaud & Rouland, Bénédicte, 2011. "Endogenous job destructions and the distribution of wages," Labour Economics, Elsevier, vol. 18(6), pages 845-852.
    16. Eckstein, Zvi & van den Berg, Gerard J., 2007. "Empirical labor search: A survey," Journal of Econometrics, Elsevier, vol. 136(2), pages 531-564, February.
    17. Fatih Karahan & Serdar Ozkan & Jae Song, 2019. "Anatomy of Lifetime Earnings Inequality: Heterogeneity in Job Ladder Risk vs. Human Capital," Staff Reports 908, Federal Reserve Bank of New York.
    18. Rasmus Lentz & Jesper Bagger, 2015. "An Empirical Model of Wage Dispersion with Sorting," 2015 Meeting Papers 1345, Society for Economic Dynamics.
    19. Julien Prat, 2010. "The rate of learning-by-doing: estimates from a search-matching model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(6), pages 929-962.
    20. repec:hal:spmain:info:hdl:2441/4ra95789n9nrr59b6lmini6tp is not listed on IDEAS
    21. StÈphane Bonhomme & GrÈgory Jolivet, 2009. "The pervasive absence of compensating differentials," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 763-795.

    More about this item

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • J32 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Nonwage Labor Costs and Benefits; Retirement Plans; Private Pensions

    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:18698. 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.