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How Does Cost‐Sharing Affect Drug Purchases? Insurance Regimes in the Private Market for Prescription Drugs

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  • Avi Dor
  • William Encinosa

Abstract

Insurance for prescription drugs is characterized by two types of cost‐sharing: flat copayments and variable coinsurance. We develop a theoretical model to show that refill purchases of drugs are lower under coinsurance due to the consumer’s exposure to variation in drug prices. We test this empirically using claims data from eight large firms. Propensity score methods are used to create matched samples for the two insurance regimes. We find that when coinsurance and copayments have the same expected out‐of‐pocket of $9, at least 34% of patients under copayments would fully refill their medication over 90 days, compared to only 24% under coinsurance.

Suggested Citation

  • Avi Dor & William Encinosa, 2010. "How Does Cost‐Sharing Affect Drug Purchases? Insurance Regimes in the Private Market for Prescription Drugs," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 19(3), pages 545-574, September.
  • Handle: RePEc:bla:jemstr:v:19:y:2010:i:3:p:545-574
    DOI: 10.1111/j.1530-9134.2010.00261.x
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    References listed on IDEAS

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    1. Sara Ellison Fisher & Iain Cockburn & Zvi Griliches & Jerry Hausman, 1997. "Characteristics of Demand for Pharmaceutical Products: An Examination of Four Cephalosporins," RAND Journal of Economics, The RAND Corporation, vol. 28(3), pages 426-446, Autumn.
    2. Zhou Yang & Donna B. Gilleskie & Edward C. Norton, 2004. "Prescription Drugs, Medical Care, and Health Outcomes: A Model of Elderly Health Dynamics," NBER Working Papers 10964, National Bureau of Economic Research, Inc.
    3. 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.
    4. William H. Crown & Ernst R. Berndt & Onur Baser & Stan N. Finkelstein & Whitney P. Witt & Jonathan Maguire & Kenan E. Haver, 2004. "Benefit Plan Design and Prescription Drug Utilization Among Asthmatics: Do Patient Copayments Matter?," NBER Chapters, in: Frontiers in Health Policy Research, Volume 7, pages 95-128, National Bureau of Economic Research, Inc.
    5. Ching‐To Albert Ma & Michael H. Riordan, 2002. "Health Insurance, Moral Hazard, and Managed Care," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 11(1), pages 81-107, March.
    6. David B. Ridley, 2015. "Payments, Promotion, And The Purple Pill," Health Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 86-103, January.
    7. Dehejia, Rajeev, 2005. "Practical propensity score matching: a reply to Smith and Todd," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 355-364.
    8. Avi Dor, 2004. "Optimal Price Rules, Administered Prices and Suboptimal Prevention: Evidence from a Medicare Program," Journal of Regulatory Economics, Springer, vol. 25(1), pages 81-104, January.
    9. Chernew, Michael E. & Encinosa, William E. & Hirth, Richard A., 2000. "Optimal health insurance: the case of observable, severe illness," Journal of Health Economics, Elsevier, vol. 19(5), pages 585-609, September.
    10. 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.
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    Cited by:

    1. William Encinosa & Didem Bernard & Avi Dor, 2010. "Does Prescription Drug Adherence Reduce Hospitalizations and Costs?," NBER Working Papers 15691, National Bureau of Economic Research, Inc.
    2. David B. Ridley, 2015. "Payments, Promotion, And The Purple Pill," Health Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 86-103, January.

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