IDEAS home Printed from https://ideas.repec.org/a/aea/jecper/v31y2017i4p23-50.html
   My bibliography  Save this article

Selection in Health Insurance Markets and Its Policy Remedies

Author

Listed:
  • Michael Geruso
  • Timothy J. Layton

Abstract

Selection (adverse or advantageous) is the central problem that inhibits the smooth, efficient functioning of competitive health insurance markets. Even—and perhaps especially—when consumers are well-informed decision makers and insurance markets are highly competitive and offer choice, such markets may function inefficiently due to risk selection. Selection can cause markets to unravel with skyrocketing premiums and can cause consumers to be under- or overinsured. In its simplest form, adverse selection arises due to the tendency of those who expect to incur high health care costs in the future to be the most motivated purchasers. The costlier enrollees are more likely to become insured rather than to remain uninsured, and conditional on having health insurance, the costlier enrollees sort themselves to the more generous plans in the choice set. These dual problems represent the primary concerns for policymakers designing regulations for health insurance markets. In this essay, we review the theory and evidence concerning selection in competitive health insurance markets and discuss the common policy tools used to address the problems it creates. We emphasize the two markets that seem especially likely to be targets of reform in the short and medium term: Medicare Advantage (the private plan option available under Medicare) and the state-level individual insurance markets.

Suggested Citation

  • Michael Geruso & Timothy J. Layton, 2017. "Selection in Health Insurance Markets and Its Policy Remedies," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 23-50, Fall.
  • Handle: RePEc:aea:jecper:v:31:y:2017:i:4:p:23-50
    Note: DOI: 10.1257/jep.31.4.23
    as

    Download full text from publisher

    File URL: https://www.aeaweb.org/articles?id=10.1257/jep.31.4.23
    Download Restriction: no

    File URL: https://www.aeaweb.org/articles/attachments?retrieve=vQoC-JR2GNFqh7KODN9t0D8ufEsSc4eK
    Download Restriction: no

    File URL: https://www.aeaweb.org/articles/attachments?retrieve=a6rWckNejcOgoC0t_Nbibh6BJVm81Dtu
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Michael Geruso & Timothy Layton & Daniel Prinz, 2019. "Screening in Contract Design: Evidence from the ACA Health Insurance Exchanges," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 64-107, May.
    2. Vilsa Curto & Liran Einav & Jonathan Levin & Jay Bhattacharya, 2021. "Can Health Insurance Competition Work? Evidence from Medicare Advantage," Journal of Political Economy, University of Chicago Press, vol. 129(2), pages 570-606.
    3. Benjamin R. Handel & Jonathan T. Kolstad & Johannes Spinnewijn, 2019. "Information Frictions and Adverse Selection: Policy Interventions in Health Insurance Markets," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 326-340, May.
    4. Sonia Jaffe & Mark Shepard, 2017. "Price-Linked Subsidies and Health Insurance Markups," Working Papers 2017-084, Human Capital and Economic Opportunity Working Group.
    5. Layton, Timothy J. & McGuire, Thomas G. & van Kleef, Richard C., 2018. "Deriving risk adjustment payment weights to maximize efficiency of health insurance markets," Journal of Health Economics, Elsevier, vol. 61(C), pages 93-110.
    6. Joseph P. Newhouse & Mary Price & John Hsu & J. Michael McWilliams & Thomas G. McGuire, 2015. "How Much Favorable Selection Is Left in Medicare Advantage?," American Journal of Health Economics, MIT Press, vol. 1(1), pages 1-26, Winter.
    7. Michael Geruso, 2017. "Demand heterogeneity in insurance markets: Implications for equity and efficiency," Quantitative Economics, Econometric Society, vol. 8(3), pages 929-975, November.
    8. Jason Brown & Mark Duggan & Ilyana Kuziemko & William Woolston, 2014. "How Does Risk Selection Respond to Risk Adjustment? New Evidence from the Medicare Advantage Program," American Economic Review, American Economic Association, vol. 104(10), pages 3335-3364, October.
    9. Martin B. Hackmann & Jonathan T. Kolstad & Amanda E. Kowalski, 2015. "Adverse Selection and an Individual Mandate: When Theory Meets Practice," American Economic Review, American Economic Association, vol. 105(3), pages 1030-1066, March.
    10. 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.
    11. Glazer, Jacob & McGuire, Thomas G., 2002. "Multiple payers, commonality and free-riding in health care: Medicare and private payers," Journal of Health Economics, Elsevier, vol. 21(6), pages 1049-1069, November.
    12. Geruso, Michael & McGuire, Thomas G., 2016. "Tradeoffs in the design of health plan payment systems: Fit, power and balance," Journal of Health Economics, Elsevier, vol. 47(C), pages 1-19.
    13. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    14. Kate Ho & Robin S. Lee, 2019. "Equilibrium Provider Networks: Bargaining and Exclusion in Health Care Markets," American Economic Review, American Economic Association, vol. 109(2), pages 473-522, February.
    15. Liran Einav & Amy Finkelstein & Mark R. Cullen, 2010. "Estimating Welfare in Insurance Markets Using Variation in Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 877-921.
    16. Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), 2011. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, volume 2, number 2.
    17. Sonia Jaffe & Mark Shepard, 2020. "Price-Linked Subsidies and Imperfect Competition in Health Insurance," American Economic Journal: Economic Policy, American Economic Association, vol. 12(3), pages 279-311, August.
    18. Amanda Kowalski, 2014. "The Early Impact of the Affordable Care Act, State by State," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(2 (Fall)), pages 277-355.
    19. Liran Einav & Amy Finkelstein, 2011. "Selection in Insurance Markets: Theory and Empirics in Pictures," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 115-138, Winter.
    20. 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.
    21. Kurt Lavetti & Kosali Simon, 2018. "Strategic Formulary Design in Medicare Part D Plans," American Economic Journal: Economic Policy, American Economic Association, vol. 10(3), pages 154-192, August.
    22. Eduardo M. Azevedo & Daniel Gottlieb, 2017. "Perfect Competition in Markets With Adverse Selection," Econometrica, Econometric Society, vol. 85, pages 67-105, January.
    23. Michael Geruso & Timothy Layton, 2020. "Upcoding: Evidence from Medicare on Squishy Risk Adjustment," Journal of Political Economy, University of Chicago Press, vol. 128(3), pages 984-1026.
    24. Breyer, Friedrich & Bundorf, M. Kate & Pauly, Mark V., 2011. "Health Care Spending Risk, Health Insurance, and Payment to Health Plans," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 691-762, Elsevier.
    25. Frank, Richard G. & Glazer, Jacob & McGuire, Thomas G., 2000. "Measuring adverse selection in managed health care," Journal of Health Economics, Elsevier, vol. 19(6), pages 829-854, November.
    26. Finkelstein, Amy, 2004. "Minimum standards, insurance regulation and adverse selection: evidence from the Medigap market," Journal of Public Economics, Elsevier, vol. 88(12), pages 2515-2547, December.
    27. Layton, Timothy J., 2017. "Imperfect risk adjustment, risk preferences, and sorting in competitive health insurance markets," Journal of Health Economics, Elsevier, vol. 56(C), pages 259-280.
    28. Benjamin R. Handel & Igal Hendel & Michael D. Whinston, 2017. "The Welfare Effects of Long-Term Health Insurance Contracts," NBER Working Papers 23624, National Bureau of Economic Research, Inc.
    29. Keith M. Marzilli Ericson & Amanda Starc, 2015. "Pricing Regulation and Imperfect Competition on the Massachusetts Health Insurance Exchange," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 667-682, July.
    30. Thomas G. McGuire & Jacob Glazer, 2000. "Optimal Risk Adjustment in Markets with Adverse Selection: An Application to Managed Care," American Economic Review, American Economic Association, vol. 90(4), pages 1055-1071, September.
    31. Colleen Carey, 2017. "Technological Change and Risk Adjustment: Benefit Design Incentives in Medicare Part D," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 38-73, February.
    32. Kosali Simon & Sharon Tennyson & Julie Hudman, 2009. "Do State Cost Control Policies Reduce Medicaid Prescription Drug Spending?," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 12(1), pages 39-66, March.
    33. Mark Shepard, 2016. "Hospital Network Competition and Adverse Selection: Evidence from the Massachusetts Health Insurance Exchange," NBER Working Papers 22600, National Bureau of Economic Research, Inc.
    34. Ben Handel & Igal Hendel & Michael D. Whinston, 2015. "Equilibria in Health Exchanges: Adverse Selection versus Reclassification Risk," Econometrica, Econometric Society, vol. 83(4), pages 1261-1313, July.
    35. Cochrane, John H, 1995. "Time-Consistent Health Insurance," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 445-473, June.
    36. Timothy Layton & Ellen J. Montz & Mark Shepard, 2017. "Health Plan Payment in U.S. Marketplaces: Regulated Competition with a Weak Mandate," NBER Working Papers 23444, National Bureau of Economic Research, Inc.
    37. Glazer, Jacob & McGuire, Thomas G., 2011. "Gold and Silver health plans: Accommodating demand heterogeneity in managed competition," Journal of Health Economics, Elsevier, vol. 30(5), pages 1011-1019.
    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. Eklund, Jesse, 2021. "Evidence from the Medical Expenditure Panel Survey on Patient Cost of Care Provided by Nurse Practitioners," Master's Theses and Plan B Papers 309652, University of Minnesota, Department of Applied Economics.
    2. Gemmo, Irina & Kubitza, Christian & Rothschild, Casey, 2020. "Constrained efficient equilibria in selection markets with continuous types," Journal of Public Economics, Elsevier, vol. 190(C).
    3. Kreider, Amanda R. & Layton, Timothy J. & Shepard, Mark & Wallace, Jacob, 2024. "Adverse selection and network design under regulated plan prices: Evidence from Medicaid," Journal of Health Economics, Elsevier, vol. 97(C).
    4. Richard Domurat & Isaac Menashe & Wesley Yin, 2019. "The Role of Behavioral Frictions in Health Insurance Marketplace Enrollment and Risk: Evidence from a Field Experiment," NBER Working Papers 26153, National Bureau of Economic Research, Inc.
    5. Remmerswaal, Minke & Boone, Jan & Douven, Rudy, 2023. "Minimum generosity levels in a competitive health insurance market," Journal of Health Economics, Elsevier, vol. 90(C).
    6. Martin Gaynor & Kate Ho & Robert J. Town, 2015. "The Industrial Organization of Health-Care Markets," Journal of Economic Literature, American Economic Association, vol. 53(2), pages 235-284, June.
    7. Layton, Timothy J. & McGuire, Thomas G. & van Kleef, Richard C., 2018. "Deriving risk adjustment payment weights to maximize efficiency of health insurance markets," Journal of Health Economics, Elsevier, vol. 61(C), pages 93-110.
    8. Anna Jędrzychowska, 2022. "A Bridge Life Insurance for Households—Diagnosis and Motives," Risks, MDPI, vol. 10(4), pages 1-21, April.
    9. Moiz Bhai & Danny Hughes, 2024. "Estimating Self-Selection in Medicare Advantage," Working Papers 2024-009, Human Capital and Economic Opportunity Working Group.
    10. Minke Remmerswaal & Jan Boone & Rudy Douven, 2019. "Selection and moral hazard effects in healthcare," CPB Discussion Paper 393, CPB Netherlands Bureau for Economic Policy Analysis.
    11. Shuli Brammli-Greenberg & Jacob Glazer & Ruth Waitzberg, 2019. "Modest risk-sharing significantly reduces health plans’ incentives for service distortion," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(9), pages 1359-1374, December.
    12. Keaton S. Miller & Amil Petrin & Robert Town & Michael Chernew, 2019. "Optimal Managed Competition Subsidies," NBER Working Papers 25616, National Bureau of Economic Research, Inc.
    13. Nathalie Fombaron & Georges Dionne & Wanda Mimra, 2023. "Adverse Sélection in Insurance," Post-Print hal-04416340, HAL.
    14. Olivier Darmouni & Dan Zeltzer, 2022. "Horizon effects and adverse selection in health insurance markets," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(2), pages 800-827, May.
    15. Timothy J. Layton & Nicole Maestas & Daniel Prinz & Boris Vabson, 2019. "Private vs. Public Provision of Social Insurance: Evidence from Medicaid," NBER Working Papers 26042, National Bureau of Economic Research, Inc.
    16. Casey Rothschild, 2024. "Welfare analysis in insurance markets," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 49(1), pages 36-58, March.
    17. Damon Jones & David Molitor & Julian Reif, 2019. "What do Workplace Wellness Programs do? Evidence from the Illinois Workplace Wellness Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1747-1791.
    18. Roy McGee, 2023. "Adverse Selection Among Early Adopters and Unraveling Innovation," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 2022302, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    19. Daniel Garcia & Roee Teper & Matan Tsur, 2018. "Information Design in Insurance Markets: Selling Peaches in a Market for Lemons," CESifo Working Paper Series 6853, CESifo.
    20. Jing Jian Xiao & Chunsheng Tao, 2020. "Consumer finance/household finance: the definition and scope," China Finance Review International, Emerald Group Publishing Limited, vol. 11(1), pages 1-25, June.
    21. Minke Remmerswaal & Jan Boone & Rudy Douven, 2019. "Selection and moral hazard effects in healthcare," CPB Discussion Paper 393.rdf, CPB Netherlands Bureau for Economic Policy Analysis.

    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. Martin Gaynor & Kate Ho & Robert J. Town, 2015. "The Industrial Organization of Health-Care Markets," Journal of Economic Literature, American Economic Association, vol. 53(2), pages 235-284, June.
    2. Michael Geruso & Timothy J. Layton & Grace McCormack & Mark Shepard, 2023. "The Two-Margin Problem in Insurance Markets," The Review of Economics and Statistics, MIT Press, vol. 105(2), pages 237-257, March.
    3. Timothy J. Layton & Randall P. Ellis & Thomas G. McGuire, 2015. "Assessing Incentives for Adverse Selection in Health Plan Payment Systems," Boston University - Department of Economics - Working Papers Series wp2015-024, Boston University - Department of Economics.
    4. Benjamin R. Handel & Jonathan T. Kolstad, 2021. "The Affordable Care Act After a Decade: Industrial Organization of the Insurance Exchanges," NBER Working Papers 29178, National Bureau of Economic Research, Inc.
    5. Joseph P. Newhouse & Mary Beth Landrum & Mary Price & J. Michael McWilliams & John Hsu & Thomas G. McGuire, 2019. "The Comparative Advantage of Medicare Advantage," American Journal of Health Economics, University of Chicago Press, vol. 5(2), pages 281-301, Spring.
    6. Fleitas, Sebastian & Gowrisankaran, Gautam & Lo Sasso, Anthony, 2022. "Incumbent regulation and adverse selection: You can keep your health plan, but at what cost?," Journal of Public Economics, Elsevier, vol. 205(C).
    7. Michael Geruso & Timothy Layton & Daniel Prinz, 2019. "Screening in Contract Design: Evidence from the ACA Health Insurance Exchanges," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 64-107, May.
    8. Bijlsma, Michiel & Boone, Jan & Zwart, Gijsbert, 2017. "The complementarity between risk adjustment and community rating: Distorting market outcomes to facilitate redistribution," Journal of Public Economics, Elsevier, vol. 155(C), pages 21-37.
    9. Mark Shepard, 2016. "Hospital Network Competition and Adverse Selection: Evidence from the Massachusetts Health Insurance Exchange," NBER Working Papers 22600, National Bureau of Economic Research, Inc.
    10. Michele Fioretti & Hongming Wang, 2023. "Performance Pay in Insurance Markets: Evidence from Medicare," The Review of Economics and Statistics, MIT Press, vol. 105(5), pages 1128-1144, September.
    11. Jonathan Gruber, 2017. "Delivering Public Health Insurance through Private Plan Choice in the United States," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 3-22, Fall.
    12. repec:spo:wpecon:info:hdl:2441/2ioennpq5m90holakkatq7cmms is not listed on IDEAS
    13. Liran Einav & Amy Finkelstein, 2023. "Empirical analyses of selection and welfare in insurance markets: a self-indulgent survey," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 48(2), pages 167-191, September.
    14. A. A. Withagen-Koster & R. C. Kleef & F. Eijkenaar, 2020. "Incorporating self-reported health measures in risk equalization through constrained regression," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(4), pages 513-528, June.
    15. repec:hal:wpspec:info:hdl:2441/2ioennpq5m90holakkatq7cmms is not listed on IDEAS
    16. repec:spo:wpmain:info:hdl:2441/2ioennpq5m90holakkatq7cmms is not listed on IDEAS
    17. repec:hal:spmain:info:hdl:2441/2ioennpq5m90holakkatq7cmms is not listed on IDEAS
    18. Moiz Bhai & Danny Hughes, 2024. "Estimating Self-Selection in Medicare Advantage," Working Papers 2024-009, Human Capital and Economic Opportunity Working Group.
    19. Nathaniel Hendren & Camille Landais & Johannes Spinnewijn, 2021. "Choice in Insurance Markets: A Pigouvian Approach to Social Insurance Design," Annual Review of Economics, Annual Reviews, vol. 13(1), pages 457-486, August.
    20. repec:spo:wpmain:info:hdl:2441/4bg68glinb8r8roh0akvprtu9u is not listed on IDEAS
    21. Benjamin R. Handel & Jonathan T. Kolstad & Johannes Spinnewijn, 2019. "Information Frictions and Adverse Selection: Policy Interventions in Health Insurance Markets," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 326-340, May.
    22. Neale Mahoney & E. Glen Weyl, 2017. "Imperfect Competition in Selection Markets," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 637-651, July.
    23. repec:hal:spmain:info:hdl:2441/4bg68glinb8r8roh0akvprtu9u is not listed on IDEAS
    24. Evan Saltzman, 2021. "Managing adverse selection: underinsurance versus underenrollment," RAND Journal of Economics, RAND Corporation, vol. 52(2), pages 359-381, June.
    25. Savannah L. Bergquist & Timothy J. Layton & Thomas G. McGuire & Sherri Rose, 2018. "Intervening on the Data to Improve the Performance of Health Plan Payment Methods," NBER Working Papers 24491, National Bureau of Economic Research, Inc.
    26. Anell, Anders & Dackehag, Margareta & Dietrichson, Jens & Ellegård, Lina Maria & Kjellsson, Gustav, 2022. "Better Off by Risk Adjustment? Socioeconomic Disparities in Care Utilization in Sweden Following a Payment Reform," Working Papers 2022:15, Lund University, Department of Economics, revised 12 Mar 2024.

    More about this item

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • 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:aea:jecper:v:31:y:2017:i:4:p:23-50. 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: Michael P. Albert (email available below). General contact details of provider: https://edirc.repec.org/data/aeaaaea.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.