IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v85y2022ics0167629622000807.html
   My bibliography  Save this article

Tiered cost sharing and health care demand

Author

Listed:
  • Ackley, Calvin A.

Abstract

In this paper, I study tiered cost sharing, an innovative incentive structure designed to steer patients toward low-cost providers using large out-of-pocket price differentials. Using administrative data from New Hampshire, where two large insurers utilize tiered pricing programs, I estimate the effects of tiering on choices and spending for common gastrointestinal endoscopic procedures. I first conduct a difference-in-differences analysis using the rollout of one insurer’s tiered option. I then develop and estimate a demand model to explicitly compare the tiered design with other common plans. Both the reduced form and structural models imply that the tiered plans are associated with 4.5%–6.3% less in mean per-episode spending than high-deductible and coinsurance-based plans, and do not affect the likelihood of seeking care. I find evidence that the savings is in part due to a salience or “simple pricing” effect whereby patients respond to tiered out-of-pocket prices but not to traditional deductibles or coinsurance rates.

Suggested Citation

  • Ackley, Calvin A., 2022. "Tiered cost sharing and health care demand," Journal of Health Economics, Elsevier, vol. 85(C).
  • Handle: RePEc:eee:jhecon:v:85:y:2022:i:c:s0167629622000807
    DOI: 10.1016/j.jhealeco.2022.102663
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167629622000807
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2022.102663?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. Zarek C. Brot-Goldberg & Amitabh Chandra & Benjamin R. Handel & Jonathan T. Kolstad, 2017. "What does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics," The Quarterly Journal of Economics, Oxford University Press, vol. 132(3), pages 1261-1318.
    2. Gautam Gowrisankaran & Aviv Nevo & Robert Town, 2015. "Mergers When Prices Are Negotiated: Evidence from the Hospital Industry," American Economic Review, American Economic Association, vol. 105(1), pages 172-203, January.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Haviland, Amelia M. & Eisenberg, Matthew D. & Mehrotra, Ateev & Huckfeldt, Peter J. & Sood, Neeraj, 2016. "Do “Consumer-Directed” health plans bend the cost curve over time?," Journal of Health Economics, Elsevier, vol. 46(C), pages 33-51.
    5. Ellis, Randall P. & Martins, Bruno & Zhu, Wenjia, 2017. "Health care demand elasticities by type of service," Journal of Health Economics, Elsevier, vol. 55(C), pages 232-243.
    6. Aviva Aron-Dine & Liran Einav & Amy Finkelstein, 2013. "The RAND Health Insurance Experiment, Three Decades Later," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 197-222, Winter.
    7. Abaluck, Jason & Gruber, Jonathan & Swanson, Ashley, 2018. "Prescription drug use under Medicare Part D: A linear model of nonlinear budget sets," Journal of Public Economics, Elsevier, vol. 164(C), pages 106-138.
    8. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    9. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    10. repec:mpr:mprres:8107 is not listed on IDEAS
    11. Amanda Starc & Ashley Swanson, 2021. "Preferred Pharmacy Networks and Drug Costs," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 406-446, August.
    12. Elena Prager, 2020. "Healthcare Demand under Simple Prices: Evidence from Tiered Hospital Networks," American Economic Journal: Applied Economics, American Economic Association, vol. 12(4), pages 196-223, October.
    13. Amanda Kowalski, 2016. "Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 107-117, January.
    14. 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.
    15. Whaley, Christopher M. & Brown, Timothy T., 2018. "Firm responses to targeted consumer incentives: Evidence from reference pricing for surgical services," Journal of Health Economics, Elsevier, vol. 61(C), pages 111-133.
    16. Liran Einav & Amy Finkelstein & Paul Schrimpf, 2015. "The Response of Drug Expenditure to Nonlinear Contract Design: Evidence from Medicare Part D," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(2), pages 841-899.
    17. Eichner, Matthew J, 1998. "The Demand for Medical Care: What People Pay Does Matter," American Economic Review, American Economic Association, vol. 88(2), pages 117-121, May.
    18. Whaley, Christopher M. & Guo, Chaoran & Brown, Timothy T., 2017. "The moral hazard effects of consumer responses to targeted cost-sharing," Journal of Health Economics, Elsevier, vol. 56(C), pages 201-221.
    19. Duarte, Fabian, 2012. "Price elasticity of expenditure across health care services," Journal of Health Economics, Elsevier, vol. 31(6), pages 824-841.
    20. Sood Neeraj & Wagner Zachary & Huckfeldt Peter & Haviland Amelia M., 2013. "Price Shopping in Consumer-Directed Health Plans," Forum for Health Economics & Policy, De Gruyter, vol. 16(1), pages 1-19, March.
    21. Peter J. Huckfeldt & Amelia Haviland & Ateev Mehrotra & Zachary Wagner & Neeraj Sood, 2015. "Patient Responses to Incentives in Consumer-directed Health Plans: Evidence from Pharmaceuticals," NBER Working Papers 20927, National Bureau of Economic Research, Inc.
    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. Raluca Elena Narita, 2023. "Consumption of Healthcare Services in the United States: The Impact of Health Insurance," JRFM, MDPI, vol. 16(5), pages 1-16, May.

    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. M. Antonini & R. C. van Kleef & J. Henriquez & F. Paolucci, 2023. "Can risk rating increase the ability of voluntary deductibles to reduce moral hazard?," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(1), pages 130-156, January.
    2. Powell, David & Goldman, Dana, 2021. "Disentangling moral hazard and adverse selection in private health insurance," Journal of Econometrics, Elsevier, vol. 222(1), pages 141-160.
    3. Ellis, Randall P. & Martins, Bruno & Zhu, Wenjia, 2017. "Health care demand elasticities by type of service," Journal of Health Economics, Elsevier, vol. 55(C), pages 232-243.
    4. 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.
    5. 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.
    6. Guo, Audrey & Zhang, Jonathan, 2019. "What to expect when you are expecting: Are health care consumers forward-looking?," Journal of Health Economics, Elsevier, vol. 67(C).
    7. Whaley, Christopher M., 2019. "Provider responses to online price transparency," Journal of Health Economics, Elsevier, vol. 66(C), pages 241-259.
    8. Lin, Haizhen & Sacks, Daniel W., 2019. "Intertemporal substitution in health care demand: Evidence from the RAND Health Insurance Experiment," Journal of Public Economics, Elsevier, vol. 175(C), pages 29-43.
    9. Amanda Kowalski, 2016. "Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 107-117, January.
    10. Liran Einav & Amy Finkelstein, 2018. "Moral Hazard in Health Insurance: What We Know and How We Know It," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 957-982.
    11. Zarek C. Brot-Goldberg & Amitabh Chandra & Benjamin R. Handel & Jonathan T. Kolstad, 2017. "What does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1261-1318.
    12. Dunn, Abe, 2016. "Health insurance and the demand for medical care: Instrumental variable estimates using health insurer claims data," Journal of Health Economics, Elsevier, vol. 48(C), pages 74-88.
    13. Hayen, Arthur P. & Klein, Tobias J. & Salm, Martin, 2021. "Does the framing of patient cost-sharing incentives matter? the effects of deductibles vs. no-claim refunds," Journal of Health Economics, Elsevier, vol. 80(C).
    14. Randall P. Ellis & Wenjia Zhu, 2016. "Health Plan Type Variations in Spells of Health-Care Treatment," American Journal of Health Economics, MIT Press, vol. 2(4), pages 399-430, Fall.
    15. Aouad, Marion & Brown, Timothy T. & Whaley, Christopher M., 2019. "Reference pricing: The case of screening colonoscopies," Journal of Health Economics, Elsevier, vol. 65(C), pages 246-259.
    16. Klein, Tobias J. & Salm, Martin & Upadhyay, Suraj, 2024. "Patient Cost-Sharing and Redistribution in Health Insurance," IZA Discussion Papers 16778, Institute of Labor Economics (IZA).
    17. Whaley, Christopher M. & Brown, Timothy T., 2018. "Firm responses to targeted consumer incentives: Evidence from reference pricing for surgical services," Journal of Health Economics, Elsevier, vol. 61(C), pages 111-133.
    18. Stefan Boes & Michael Gerfin, 2016. "Does Full Insurance Increase the Demand for Health Care?," Health Economics, John Wiley & Sons, Ltd., vol. 25(11), pages 1483-1496, November.
    19. Bruno Martins & Luís Filipe, 2020. "Doctors' response to queues: Evidence from a Portuguese emergency department," Health Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 123-137, February.
    20. Natalia Serna, 2021. "Cost sharing and the demand for health services in a regulated market," Health Economics, John Wiley & Sons, Ltd., vol. 30(6), pages 1259-1275, June.

    More about this item

    Keywords

    Insurance plan design; Tiered pricing; Preferred networks; Health care demand;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private

    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:eee:jhecon:v:85:y:2022:i:c:s0167629622000807. 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.