IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v63y2019icp197-222.html
   My bibliography  Save this article

Demand for health insurance: Evidence from the California and Washington ACA exchanges

Author

Listed:
  • Saltzman, Evan

Abstract

I estimate demand for health insurance using consumer-level data from the California and Washington ACA exchanges. I use the demand estimates to simulate the impact of policies targeting adverse selection, including subsidies and the individual mandate. I find (1) own-premium elasticities of −7.2 to −10.6 and insurance coverage elasticities of −1.1 to −1.2; (2) limited response to the mandate penalty amount, but significant response to the penalty's existence, suggesting consumers have a “taste for compliance”; (3) mandate repeal slightly increases consumer surplus because the ACA's price-linked subsidies shield most consumers from premium increases resulting from repeal and some consumers are not compelled to purchase insurance against their will; and (4) mandate repeal decreases consumer surplus if ACA subsidies are replaced with vouchers that expose consumers to premium increases. The economic rationale for the mandate depends on the extent of adverse selection and the presence of other policies targeting selection.

Suggested Citation

  • Saltzman, Evan, 2019. "Demand for health insurance: Evidence from the California and Washington ACA exchanges," Journal of Health Economics, Elsevier, vol. 63(C), pages 197-222.
  • Handle: RePEc:eee:jhecon:v:63:y:2019:i:c:p:197-222
    DOI: 10.1016/j.jhealeco.2018.11.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S016762961730070X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2018.11.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sonia Jaffe & Mark Shepard, 2017. "Price-Linked Subsidies and Health Insurance Markups," Working Papers 2017-084, Human Capital and Economic Opportunity Working Group.
    2. Frean, Molly & Gruber, Jonathan & Sommers, Benjamin D., 2017. "Premium subsidies, the mandate, and Medicaid expansion: Coverage effects of the Affordable Care Act," Journal of Health Economics, Elsevier, vol. 53(C), pages 72-86.
    3. 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.
    4. Amy Finkelstein & Nathaniel Hendren & Mark Shepard, 2017. "Subsidizing Health Insurance for Low-Income Adults: Evidence from Massachusetts," NBER Working Papers 23668, National Bureau of Economic Research, Inc.
    5. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    6. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    7. 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.
    8. Marquis, M. Susan & Long, Stephen H., 1995. "Worker demand for health insurance in the non-group market," Journal of Health Economics, Elsevier, vol. 14(1), pages 47-63, May.
    9. Kate Ho & Ariel Pakes, 2014. "Hospital Choices, Hospital Prices, and Financial Incentives to Physicians," American Economic Review, American Economic Association, vol. 104(12), pages 3841-3884, December.
    10. 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.
    11. Jonathan Gruber & James M. Poterba, 1993. "Tax Incentives and the Decision to Purchase Health Insurance: Evidence from the Self-Employed," NBER Working Papers 4435, National Bureau of Economic Research, Inc.
    12. Jonathan Gruber & James Poterba, 1994. "Tax Incentives and the Decision to Purchase Health Insurance: Evidence from the Self-Employed," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 701-733.
    13. Abraham, Jean & Drake, Coleman & Sacks, Daniel W. & Simon, Kosali, 2017. "Demand for health insurance marketplace plans was highly elastic in 2014–2015," Economics Letters, Elsevier, vol. 159(C), pages 69-73.
    14. David Chan & Jonathan Gruber, 2010. "How Sensitive Are Low Income Families to Health Plan Prices?," American Economic Review, American Economic Association, vol. 100(2), pages 292-296, May.
    15. Jean Abraham & Coleman Drake & Daniel W. Sacks & Kosali I. Simon, 2017. "Demand for Health Insurance Marketplace Plans Was Highly Elastic in 2014-2015," NBER Working Papers 23597, National Bureau of Economic Research, Inc.
    16. 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.
    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. Evan Saltzman, 2021. "Managing adverse selection: underinsurance versus underenrollment," RAND Journal of Economics, RAND Corporation, vol. 52(2), pages 359-381, June.
    2. Drake, Coleman & Ryan, Conor & Dowd, Bryan, 2022. "Sources of inertia in the individual health insurance market," Journal of Public Economics, Elsevier, vol. 208(C).
    3. Pietro Tebaldi & Alexander Torgovitsky & Hanbin Yang, 2023. "Nonparametric Estimates of Demand in the California Health Insurance Exchange," Econometrica, Econometric Society, vol. 91(1), pages 107-146, January.
    4. Michael Vita & Keith Brand & Miriam Larson-Koester & Nathan Petek & Charles Taragin & William Violette & Daniel H. Wood, 2022. "Economics at the FTC: Estimating Harm from Deception and Analyzing Mergers," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 61(4), pages 405-438, December.
    5. Anna Jędrzychowska, 2022. "A Bridge Life Insurance for Households—Diagnosis and Motives," Risks, MDPI, vol. 10(4), pages 1-21, April.
    6. Drake, Coleman, 2019. "What are consumers willing to pay for a broad network health plan?: Evidence from covered California," Journal of Health Economics, Elsevier, vol. 65(C), pages 63-77.
    7. Kurt Lavetti & Thomas DeLeire & Nicolas R. Ziebarth, 2023. "How do low‐income enrollees in the Affordable Care Act marketplaces respond to cost‐sharing?," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(1), pages 155-183, March.
    8. Maria Polyakova & Stephen P. Ryan, 2019. "Subsidy Targeting with Market Power," NBER Working Papers 26367, National Bureau of Economic Research, Inc.
    9. 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.
    10. 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.
    11. David M. Zimmer, 2022. "Did subsidies included in the 2009 Stimulus Package encourage enrolment in COBRA?," Fiscal Studies, John Wiley & Sons, vol. 43(4), pages 405-419, December.
    12. Ignacio Ibarra López & Juan Antonio Tapia Cortés, 2022. "El uso de productos financieros en la demanda de seguros en México," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 17(3), pages 1-26, Julio - S.
    13. Aparna Soni, 2022. "The impact of the repeal of the federal individual insurance mandate on uninsurance," International Journal of Health Economics and Management, Springer, vol. 22(4), pages 423-441, December.
    14. Boone, Jan, 2024. "Pricing above value: Selling to a market with selection problems," Journal of Health Economics, Elsevier, vol. 94(C).

    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. Pietro Tebaldi & Alexander Torgovitsky & Hanbin Yang, 2023. "Nonparametric Estimates of Demand in the California Health Insurance Exchange," Econometrica, Econometric Society, vol. 91(1), pages 107-146, January.
    2. 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.
    3. Hanming Fang & Ami Ko, 2018. "Partial Rating Area Offering in the ACA Marketplaces: Facts, Theory and Evidence," NBER Working Papers 25154, National Bureau of Economic Research, Inc.
    4. Craig, Stuart V. & Ericson, Keith Marzilli & Starc, Amanda, 2021. "How important is price variation between health insurers?," Journal of Health Economics, Elsevier, vol. 77(C).
    5. 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.
    6. Sonia Jaffe & Mark Shepard, 2017. "Price-Linked Subsidies and Health Insurance Markups," Working Papers 2017-084, Human Capital and Economic Opportunity Working Group.
    7. 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.
    8. Amy Finkelstein & Nathaniel Hendren & Mark Shepard, 2017. "Subsidizing Health Insurance for Low-Income Adults: Evidence from Massachusetts," NBER Working Papers 23668, National Bureau of Economic Research, Inc.
    9. 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.
    10. 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.
    11. Maria Polyakova & Stephen P. Ryan, 2019. "Subsidy Targeting with Market Power," NBER Working Papers 26367, National Bureau of Economic Research, Inc.
    12. Krueger, Alan B. & Kuziemko, Ilyana, 2013. "The demand for health insurance among uninsured Americans: Results of a survey experiment and implications for policy," Journal of Health Economics, Elsevier, vol. 32(5), pages 780-793.
    13. 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.
    14. David M. Zimmer, 2022. "Did subsidies included in the 2009 Stimulus Package encourage enrolment in COBRA?," Fiscal Studies, John Wiley & Sons, vol. 43(4), pages 405-419, December.
    15. Marjorie Honig & Irena Dushi, 2005. "Household Demand for Health Insurance: Price and Spouse's Coverage," Economics Working Paper Archive at Hunter College 411, Hunter College Department of Economics.
    16. Patricia H. Born & E. Tice Sirmans, 2019. "Regret in health insurance post‐purchase behavior," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 22(2), pages 207-219, July.
    17. repec:dau:papers:123456789/7734 is not listed on IDEAS
    18. Heim, Bradley T. & Lurie, Ithai Z., 2009. "Do increased premium subsidies affect how much health insurance is purchased? Evidence from the self-employed," Journal of Health Economics, Elsevier, vol. 28(6), pages 1197-1210, December.
    19. Drake, Coleman, 2019. "What are consumers willing to pay for a broad network health plan?: Evidence from covered California," Journal of Health Economics, Elsevier, vol. 65(C), pages 63-77.
    20. 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.
    21. Kaufmann, Cornel & Schmid, Christian & Boes, Stefan, 2017. "Health insurance subsidies and deductible choice: Evidence from regional variation in subsidy schemes," Journal of Health Economics, Elsevier, vol. 55(C), pages 262-273.

    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:eee:jhecon:v:63:y:2019:i:c:p:197-222. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505560 .

    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.