IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v19y2000i6p829-854.html
   My bibliography  Save this article

Measuring adverse selection in managed health care

Author

Listed:
  • Frank, Richard G.
  • Glazer, Jacob
  • McGuire, Thomas G.

Abstract

Health plans paid by capitation have an incentive to distort the quality of services they offer to attract profitable and to deter unprofitable enrollees. We characterize plans' rationing as imposing a show that the profit maximizing shadow price depends on the dispersion in health costs, how well individuals forecast their health costs, the correlation between use in different illness categories, and the risk adjustment system used for payment. We further show how these factors can be combined in an empirically implementable index that can be used to identify the services that will be most distorted in competition among managed care plans. A simple welfare measure is developed to quantify the distortion caused by selection incentives. We illustrate the application of our ideas with a Medicaid data set, and conduct policy analyses of risk adjustment and other options for dealing with adverse selection.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • 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.
  • Handle: RePEc:eee:jhecon:v:19:y:2000:i:6:p:829-854
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167-6296(00)00059-X
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

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

    Other versions of this item:

    References listed on IDEAS

    as
    1. John Mullahy, 1998. "Much Ado About Two: Reconsidering Retransformation and the Two-Part Model in Health Economics," NBER Technical Working Papers 0228, National Bureau of Economic Research, Inc.
    2. David M. Cutler, 1994. "A Guide to Health Care Reform," Journal of Economic Perspectives, American Economic Association, vol. 8(3), pages 13-29, Summer.
    3. James R. Baumgardner, 1991. "The Interaction between Forms of Insurance Contract and Types of Technical Change in Medical Care," RAND Journal of Economics, The RAND Corporation, vol. 22(1), pages 36-53, Spring.
    4. 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.
    5. David M. Cutler & Richard J. Zeckhauser, 1998. "Adverse Selection in Health Insurance," NBER Chapters, in: Frontiers in Health Policy Research, Volume 1, pages 1-32, National Bureau of Economic Research, Inc.
    6. Duan, Naihua, et al, 1984. "Choosing between the Sample-Selection Model and the Multi-part Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(3), pages 283-289, July.
    7. Dranove, David & White, William D, 1994. "Recent Theory and Evidence on Competition in Hospital Markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 3(1), pages 169-209, Spring.
    8. Cutler, David M. & Zeckhauser, Richard J., 2000. "The anatomy of health insurance," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 11, pages 563-643, Elsevier.
    9. David M. Cutler & Sarah Reber, 1996. "Paying for Health Insurance: The Tradeoff between Competition and Adverse Selection," NBER Working Papers 5796, National Bureau of Economic Research, Inc.
    10. Randall P. Ellis, 2012. "risk adjustment," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    11. William P. Rogerson, 1994. "Choice of Treatment Intensities by a Nonprofit Hospital Under Prospective Pricing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 3(1), pages 7-51, March.
    12. repec:mpr:mprres:1348 is not listed on IDEAS
    13. David M. Cutler & Sarah J. Reber, 1998. "Paying for Health Insurance: The Trade-Off between Competition and Adverse Selection," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 433-466.
    14. Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-126, April.
    15. Keeler, Emmett B. & Carter, Grace & Newhouse, Joseph P., 1998. "A model of the impact of reimbursement schemes on health plan choice," Journal of Health Economics, Elsevier, vol. 17(3), pages 297-320, June.
    16. Rogerson, William P, 1994. "Choice of Treatment Intensities by a Nonprofit Hospital under Prospective Pricing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 3(1), pages 7-51, Spring.
    17. Mullahy, John, 1998. "Much ado about two: reconsidering retransformation and the two-part model in health econometrics," Journal of Health Economics, Elsevier, vol. 17(3), pages 247-281, June.
    18. Sherry Glied & Jane Sisk & Sheila Gorman & Michael Ganz, 1997. "Selection, Marketing, and Medicaid Managed Care," NBER Working Papers 6164, National Bureau of Economic Research, Inc.
    19. Van de ven, Wynand P.M.M. & Ellis, Randall P., 2000. "Risk adjustment in competitive health plan markets," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 14, pages 755-845, Elsevier.
    20. Ma, Ching-to Albert & McGuire, Thomas G, 1997. "Optimal Health Insurance and Provider Payment," American Economic Review, American Economic Association, vol. 87(4), pages 685-704, September.
    21. 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.
    22. Dranove, David, 1988. "Pricing by non-profit institutions : The case of hospital cost-shifting," Journal of Health Economics, Elsevier, vol. 7(1), pages 47-57, March.
    23. Allen, Robin & Gertler, Paul J, 1991. "Regulation and the Provision of Quality to Heterogenous Consumers: The Case of Prospective Pricing of Medical Services," Journal of Regulatory Economics, Springer, vol. 3(4), pages 361-375, December.
    24. van Vliet, RenéC. J. A. & van de Ven, Wynand P. M. M., 1992. "Towards a capitation formula for competing health insurers. An empirical analysis," Social Science & Medicine, Elsevier, vol. 34(9), pages 1035-1048, May.
    25. Ken Hendricks & Michele Piccione & Guofu Tan, 1997. "Entry and Exit in Hub-Spoke Networks," RAND Journal of Economics, The RAND Corporation, vol. 28(2), pages 291-303, Summer.
    26. Glied, Sherry, 2000. "Managed care," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 13, pages 707-753, Elsevier.
    27. Ellis, Randall P., 1998. "Creaming, skimping and dumping: provider competition on the intensive and extensive margins1," Journal of Health Economics, Elsevier, vol. 17(5), pages 537-555, October.
    28. Pauly, Mark V. & Ramsey, Scott D., 1999. "Would you like suspenders to go with that belt? An analysis of optimal combinations of cost sharing and managed care," Journal of Health Economics, Elsevier, vol. 18(4), pages 443-458, August.
    29. A. P. Lerner, 1934. "The Concept of Monopoly and the Measurement of Monopoly Power," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 1(3), pages 157-175.
    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. Karen Eggleston & Anupa Bir, 2009. "Measuring Selection Incentives in Managed Care: Evidence From the Massachusetts State Employee Insurance Program," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(1), pages 159-175, March.
    2. 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.
    3. Glazer, Jacob & McGuire, Thomas G., 2002. "Setting health plan premiums to ensure efficient quality in health care: minimum variance optimal risk adjustment," Journal of Public Economics, Elsevier, vol. 84(2), pages 153-173, May.
    4. Ronald Eduardo Gómez Suárez, 2007. "Cream-Skimming And Risk Adjustment in Colombian Health Insurance System:: The Public Insurer Case," Archivos de Economía 4295, Departamento Nacional de Planeación.
    5. Philippe Choné & Ching-to Albert Ma, 2004. "Asymmetric Information from Physician Agency : Optimal Payment and Healthcare Quantity," Working Papers 2004-37, Center for Research in Economics and Statistics.
    6. Schokkaert, Erik & Van de Voorde, Carine, 2004. "Risk selection and the specification of the conventional risk adjustment formula," Journal of Health Economics, Elsevier, vol. 23(6), pages 1237-1259, November.
    7. Makoto Kakinaka & Ryuta Kato, 2013. "Regulated medical fee schedule of the Japanese health care system," International Journal of Health Economics and Management, Springer, vol. 13(3), pages 301-317, December.
    8. Randall P. Ellis & Juan Gabriel Fernandez, 2013. "Risk Selection, Risk Adjustment and Choice: Concepts and Lessons from the Americas," IJERPH, MDPI, vol. 10(11), pages 1-34, October.
    9. Yi Yao & Joan Schmit & Julie Shi, 2019. "Promoting sustainability for micro health insurance: a risk-adjusted subsidy approach for maternal healthcare service," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(3), pages 382-409, July.
    10. Robert Nuscheler & Thomas Knaus, 2005. "Risk selection in the German public health insurance system," Health Economics, John Wiley & Sons, Ltd., vol. 14(12), pages 1253-1271, December.
    11. Ellis, Randall P., 1998. "Creaming, skimping and dumping: provider competition on the intensive and extensive margins1," Journal of Health Economics, Elsevier, vol. 17(5), pages 537-555, October.
    12. 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.
    13. Cutler, David M. & Zeckhauser, Richard J., 2000. "The anatomy of health insurance," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 11, pages 563-643, Elsevier.
    14. Siciliani, Luigi, 2006. "Selection of treatment under prospective payment systems in the hospital sector," Journal of Health Economics, Elsevier, vol. 25(3), pages 479-499, May.
    15. Glazer, Jacob & McGuire, Thomas G., 2006. "Optimal quality reporting in markets for health plans," Journal of Health Economics, Elsevier, vol. 25(2), pages 295-310, March.
    16. Barros, Pedro Pita, 2003. "Cream-skimming, incentives for efficiency and payment system," Journal of Health Economics, Elsevier, vol. 22(3), pages 419-443, May.
    17. Daniel McFadden & Carlos Noton & Pau Olivella, "undated". "Remedies for Sick Insurance," Working Papers 620, Barcelona School of Economics.
    18. Keane, Michael, 2004. "Modeling Health Insurance Choices in “Competitive” Markets," MPRA Paper 55198, University Library of Munich, Germany.
    19. Francisco J. Gomes & Laurence J. Kotlikoff & Luis M. Viceira, 2012. "The Excess Burden of Government Indecision," NBER Chapters, in: Tax Policy and the Economy, Volume 26, pages 125-163, National Bureau of Economic Research, Inc.
    20. Lucien Gardiol & Pierre-Yves Geoffard & Chantal Grandchamp, 2005. "Separating selection and incentive effects in health insurance," PSE Working Papers halshs-00590713, HAL.

    More about this item

    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:19:y:2000:i:6:p:829-854. 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.