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Measuring Selection Incentives in Managed Care: Evidence from the Massachusetts State Employee Insurance Program

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Author Info
Anupa Bir
Karen Eggleston

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Abstract

Health economists and policymakers have long recognized that capitation gives insurers incentive to manipulate their offerings to deter the sick and attract the healthy. The shadow-price ap- proach to measuring such selection incentives was pioneered by Frank, Glazer and McGuire (2000). We extend their model to allow for partial capitation and nonfinancial concerns of insurers. We calculate three kinds of selection metrics using managed care medical and pharmacy spending data for fiscal years 2001 and 2002 from the Massachusetts state employee insurance program. Financial returns to risk selection are high, as indicated by all three selection indices as well as by the direct profits an insurer could earn if it could exclude unprofitable patients. Empirically, the financial temptation to distort service quality increases non- linearly with supply-side cost sharing. The more an insurer di- rectly values quality or patient benefit relative to profit, the less severe risk selection incentives become.

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Publisher Info
Paper provided by Department of Economics, Tufts University in its series Discussion Papers Series, Department of Economics, Tufts University with number 0605.

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Date of creation: 2006
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Handle: RePEc:tuf:tuftec:0605

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Related research
Keywords: risk selection; managed health care; shadow price; mixed payment;

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Find related papers by JEL classification:
I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    Other versions:
  2. Ellis, Randall P. & McGuire, Thomas G., 1990. "Optimal payment systems for health services," Journal of Health Economics, Elsevier, vol. 9(4), pages 375-396, December. [Downloadable!] (restricted)
  3. Chalkley, Martin & Malcomson, James M., 1998. "Contracting for health services when patient demand does not reflect quality," Journal of Health Economics, Elsevier, vol. 17(1), pages 1-19, January. [Downloadable!] (restricted)
    Other versions:
  4. Feldman, Roger & Dowd, Bryan, 2000. "Risk segmentation: goal or problem?," Journal of Health Economics, Elsevier, vol. 19(4), pages 499-512, July. [Downloadable!] (restricted)
  5. Mark McClellan, 1997. "Hospital Reimbursement Incentives: An Empirical Analysis," Journal of Economics & Management Strategy, Blackwell Publishing, vol. 6(1), pages 91-128, 03. [Downloadable!] (restricted)
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  7. Joseph P. Newhouse, 2004. "Pricing the Priceless: A Health Care Conundrum," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262640589.
  8. 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. [Downloadable!] (restricted)
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  12. Pauly, Mark V., 2000. "Insurance reimbursement," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 10, pages 537-560 Elsevier. [Downloadable!] (restricted)
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  14. Cao, Zhun & McGuire, Thomas G., 2003. "Service-level selection by HMOs in Medicare," Journal of Health Economics, Elsevier, vol. 22(6), pages 915-931, November. [Downloadable!] (restricted)
  15. McGuire, Thomas G., 2000. "Physician agency," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 9, pages 461-536 Elsevier. [Downloadable!] (restricted)
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  19. 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. [Downloadable!] (restricted)
  20. van Barneveld, Erik M. & Lamers, Leida M. & van Vliet, Rene C. J. A. & van de Ven, Wynand P. M. M., 2001. "Risk sharing as a supplement to imperfect capitation: a tradeoff between selection and efficiency," Journal of Health Economics, Elsevier, vol. 20(2), pages 147-168, March. [Downloadable!] (restricted)
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    Other versions:
  22. David Cutler & Richard Zeckhauser, 1998. "Adverse Selection in Health Insurance," Forum for Health Economics & Policy, Berkeley Electronic Press, vol. 1(1), pages 1056-1056. [Downloadable!] (restricted)
  23. Altman, Daniel & Cutler, David M & Zeckhauser, Richard J, 1998. "Adverse Selection and Adverse Retention," American Economic Review, American Economic Association, vol. 88(2), pages 122-26, May. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Karen Eggleston & Randall P. Ellis & Mingshan Lu, 2007. "Prevention and Dynamic Risk Adjustment," Boston University - Department of Economics - Working Papers Series WP2007-023, Boston University - Department of Economics. [Downloadable!]
    Other versions:
  2. Gilbert E. Metcalf, 2006. "Value-Added Tax," Discussion Papers Series, Department of Economics, Tufts University 0608, Department of Economics, Tufts University. [Downloadable!]
  3. Ronald Eduardo Gómez Suárez, 2007. "Cream-Skimming And Risk Adjustment in Colombian Health Insurance System:: The Public Insurer Case," ARCHIVOS DE ECONOMÍA 004295, DEPARTAMENTO NACIONAL DE PLANEACIÓN. [Downloadable!]
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