IDEAS home Printed from https://ideas.repec.org/a/aea/aejapp/v15y2023i3p341-79.html
   My bibliography  Save this article

What Difference Does a Health Plan Make? Evidence from Random Plan Assignment in Medicaid

Author

Listed:
  • Michael Geruso
  • Timothy J. Layton
  • Jacob Wallace

Abstract

Exploiting the random assignment of Medicaid beneficiaries to managed care plans, we find substantial plan-specific spending effects despite plans having identical cost sharing. Enrollment in the lowest-spending plan reduces spending by at least 25 percent—primarily through quantity reductions—relative to enrollment in the highest-spending plan. Rather than reducing "wasteful" spending, lower-spending plans broadly reduce medical service provision—including the provision of low-cost, high-value care—and worsen beneficiary satisfaction and health. Consumer demand follows spending: a 10 percent increase in plan-specific spending is associated with a 40 percent increase in market share. These facts have implications for the government's contracting problem and program cost growth.

Suggested Citation

  • Michael Geruso & Timothy J. Layton & Jacob Wallace, 2023. "What Difference Does a Health Plan Make? Evidence from Random Plan Assignment in Medicaid," American Economic Journal: Applied Economics, American Economic Association, vol. 15(3), pages 341-379, July.
  • Handle: RePEc:aea:aejapp:v:15:y:2023:i:3:p:341-79
    DOI: 10.1257/app.20210843
    as

    Download full text from publisher

    File URL: https://www.aeaweb.org/doi/10.1257/app.20210843
    Download Restriction: no

    File URL: https://www.aeaweb.org/doi/10.1257/app.20210843.appx
    Download Restriction: no

    File URL: https://www.aeaweb.org/doi/10.1257/app.20210843.ds
    Download Restriction: Access to full text is restricted to AEA members and institutional subscribers.

    File URL: https://libkey.io/10.1257/app.20210843?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    2. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
    3. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    4. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2021. "Place-Based Drivers of Mortality: Evidence from Migration," American Economic Review, American Economic Association, vol. 111(8), pages 2697-2735, August.
    5. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    6. Jonathan Gruber & Robin McKnight, 2016. "Controlling Health Care Costs through Limited Network Insurance Plans: Evidence from Massachusetts State Employees," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 219-250, May.
    7. Joseph J. Doyle Jr. & John A. Graves & Jonathan Gruber & Samuel A. Kleiner, 2015. "Measuring Returns to Hospital Care: Evidence from Ambulance Referral Patterns," Journal of Political Economy, University of Chicago Press, vol. 123(1), pages 170-214.
    8. Keith Marzilli Ericson & Amanda Starc, 2015. "Measuring Consumer Valuation of Limited Provider Networks," American Economic Review, American Economic Association, vol. 105(5), pages 115-119, May.
    9. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    10. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2016. "Sources of Geographic Variation in Health Care: Evidence From PatientMigration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1681-1726.
    11. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    12. Anna Aizer & Janet Currie & Enrico Moretti, 2007. "Does Managed Care Hurt Health? Evidence from Medicaid Mothers," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 385-399, August.
    13. 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.
    14. David M. Cutler & Mark McClellan & Joseph P. Newhouse, 2000. "How Does Managed Care Do It?," RAND Journal of Economics, The RAND Corporation, vol. 31(3), pages 526-548, Autumn.
    15. McClellan, Mark & Cutler, David & Newhous, Joseph P., 2000. "How Does Managed Care Do It?," Scholarly Articles 2643884, Harvard University Department of Economics.
    16. Doyle Jr., Joseph J. & Ewer, Steven M. & Wagner, Todd H., 2010. "Returns to physician human capital: Evidence from patients randomized to physician teams," Journal of Health Economics, Elsevier, vol. 29(6), pages 866-882, December.
    17. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    18. Mark V. Pauly, 1974. "Overinsurance and Public Provision of Insurance: The Roles of Moral Hazard and Adverse Selection," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 88(1), pages 44-62.
    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. 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.
    2. 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.
    3. Amitabh Chandra & Evan Flack & Ziad Obermeyer, 2021. "The Health Costs of Cost-Sharing," NBER Working Papers 28439, National Bureau of Economic Research, Inc.
    4. Desai, Sunita M. & Padmanabhan, Prianca & Chen, Alan Z. & Lewis, Ashley & Glied, Sherry A., 2023. "Hospital concentration and low-income populations: Evidence from New York State Medicaid," Journal of Health Economics, Elsevier, vol. 90(C).
    5. Timothy Layton & Alice K. Ndikumana & Mark Shepard, 2017. "Health Plan Payment in Medicaid Managed Care: A Hybrid Model of Regulated Competition," NBER Working Papers 23518, National Bureau of Economic Research, Inc.

    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. Godøy, Anna & Huitfeldt, Ingrid, 2020. "Regional variation in health care utilization and mortality," Journal of Health Economics, Elsevier, vol. 71(C).
    2. Hinnosaar, Marit & Liu, Elaine M., 2022. "Malleability of Alcohol Consumption: Evidence from Migrants," Journal of Health Economics, Elsevier, vol. 85(C).
    3. Elizabeth L. Munnich & Michael R. Richards, 2020. "Treatment flows after outsourcing public insurance provision: Evidence from Florida Medicaid," Health Economics, John Wiley & Sons, Ltd., vol. 29(11), pages 1343-1363, November.
    4. Rita Ginja & Julie Riise & Barton Willage & Alexander L.P. Willén, 2022. "Does Your Doctor Matter? Doctor Quality and Patient Outcomes," CESifo Working Paper Series 9788, CESifo.
    5. Ning Jia & Raven Molloy & Christopher Smith & Abigail Wozniak, 2023. "The Economics of Internal Migration: Advances and Policy Questions," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 144-180, March.
    6. Lleras-Muney, Adriana & Price, Joseph & Yue, Dahai, 2022. "The association between educational attainment and longevity using individual-level data from the 1940 census," Journal of Health Economics, Elsevier, vol. 84(C).
    7. Alex Bell & Raj Chetty & Xavier Jaravel & Neviana Petkova & John Van Reenen, 2019. "Who Becomes an Inventor in America? The Importance of Exposure to Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 647-713.
    8. Cavit Baran & Eric Chyn & Bryan A. Stuart, 2022. "The Great Migration and Educational Opportunity," Upjohn Working Papers 22-367, W.E. Upjohn Institute for Employment Research.
    9. Michael Bailey & Drew M. Johnston & Martin Koenen & Theresa Kuchler & Dominic Russel & Johannes Stroebel, 2022. "The Social Integration of International Migrants: Evidence from the Networks of Syrians in Germany," NBER Working Papers 29925, National Bureau of Economic Research, Inc.
    10. Atwood, Alicia & Lo Sasso, Anthony T., 2016. "The effect of narrow provider networks on health care use," Journal of Health Economics, Elsevier, vol. 50(C), pages 86-98.
    11. Marton, James & Yelowitz, Aaron & Talbert, Jeffery C., 2014. "A tale of two cities? The heterogeneous impact of medicaid managed care," Journal of Health Economics, Elsevier, vol. 36(C), pages 47-68.
    12. Patrick Kline & Christopher Walters, 2021. "Reasonable Doubt: Experimental Detection of Job‐Level Employment Discrimination," Econometrica, Econometric Society, vol. 89(2), pages 765-792, March.
    13. Peter Hull & Michal Kolesár & Christopher Walters, 2022. "Labor by design: contributions of David Card, Joshua Angrist, and Guido Imbens," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 603-645, July.
    14. Simon Fan & Yu Pang & Pierre Pestieau, 2023. "Nature versus Nurture in Social Mobility Under Private and Public Education Systems," Public Finance Review, , vol. 51(1), pages 132-167, January.
    15. Raoul van Maarseveen, 2021. "The urban–rural education gap: do cities indeed make us smarter? [Educational investment responses to economic opportunity: evidence from Indian road construction]," Journal of Economic Geography, Oxford University Press, vol. 21(5), pages 683-714.
    16. Hanushek, Eric A. & Jacobs, Babs & Schwerdt, Guido & Van der Velden, Rolf & Vermeulen, Stan & Wiederhold, Simon, 2021. "The Intergenerational Transmission of Cognitive Skills: An Investigation of the Causal Impact of Families on Student Outcomes," IZA Discussion Papers 14854, Institute of Labor Economics (IZA).
    17. Raffaella Giacomini & Sokbae Lee & Silvia Sarpietro, 2023. "A Robust Method for Microforecasting and Estimation of Random Effects," Working Paper Series WP 2023-26, Federal Reserve Bank of Chicago.
    18. Jo Blanden & Matthias Doepke & Jan Stuhler, 2022. "Education inequality," CEP Discussion Papers dp1849, Centre for Economic Performance, LSE.
    19. Valentin Verdier, 2020. "Estimation and Inference for Linear Models with Two-Way Fixed Effects and Sparsely Matched Data," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 1-16, March.
    20. Ivan Badinski & Amy Finkelstein & Matthew Gentzkow & Peter Hull, 2023. "Geographic Variation in Healthcare Utilization: The Role of Physicians," NBER Working Papers 31749, National Bureau of Economic Research, Inc.

    More about this item

    JEL classification:

    • 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
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs

    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:aejapp:v:15:y:2023:i:3:p:341-79. 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.