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When Discounts Raise Costs: The Effect of Copay Coupons on Generic Utilization

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  • Leemore Dafny
  • Christopher Ody
  • Matt Schmitt

Abstract

Branded pharmaceutical manufacturers frequently offer "copay coupons" that insulate consumers from cost-sharing, thereby undermining insurers' ability to influence drug utilization. We study the impact of copay coupons on branded drugs first facing generic entry between 2007 and 2010. To overcome endogeneity concerns, we exploit cross-state and cross-consumer variation in coupon legality. We find that coupons increase branded sales by 60+ percent, entirely by reducing the sales of bioequivalent generics. During the five years following generic entry, we estimate that coupons increase total spending by $30 to $120 million per drug, or $700 million to $2.7 billion for our sample alone.

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  • Leemore Dafny & Christopher Ody & Matt Schmitt, 2017. "When Discounts Raise Costs: The Effect of Copay Coupons on Generic Utilization," American Economic Journal: Economic Policy, American Economic Association, vol. 9(2), pages 91-123, May.
  • Handle: RePEc:aea:aejpol:v:9:y:2017:i:2:p:91-123
    Note: DOI: 10.1257/pol.20150588
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    1. Katherine Baicker & Sendhil Mullainathan & Joshua Schwartzstein, 2015. "Behavioral Hazard in Health Insurance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1623-1667.
    2. Andersson, Karolina & Bergstrom, Gina & Petzold, Max G. & Carlsten, Anders, 2007. "Impact of a generic substitution reform on patients' and society's expenditure for pharmaceuticals," Health Policy, Elsevier, vol. 81(2-3), pages 376-384, May.
    3. Amitabh Chandra & Jonathan Skinner, 2012. "Technology Growth and Expenditure Growth in Health Care," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 645-680, September.
    4. Berndt Ernst R. & McGuire Thomas & Newhouse Joseph P., 2011. "A Primer on the Economics of Prescription Pharmaceutical Pricing in Health Insurance Markets," Forum for Health Economics & Policy, De Gruyter, vol. 14(1), pages 1-30, November.
    5. 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.
    6. Ernst Berndt & Murray Aitken, 2011. "Brand Loyalty, Generic Entry and Price Competition in Pharmaceuticals in the Quarter Century after the 1984 Waxman-Hatch Legislation," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 18(2), pages 177-201.
    7. Jonathan Gruber & Maria Owings, 1996. "Physician Financial Incentives and Cesarean Section Delivery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 99-123, Spring.
    8. Richard G. Frank & David S. Salkever, 1997. "Generic Entry and the Pricing of Pharmaceuticals," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 6(1), pages 75-90, March.
    9. Yip, Winnie C., 1998. "Physician response to Medicare fee reductions: changes in the volume of coronary artery bypass graft (CABG) surgeries in the Medicare and private sectors," Journal of Health Economics, Elsevier, vol. 17(6), pages 675-699, December.
    10. 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.
    11. Benjamin R. Handel & Jonathan T. Kolstad, 2015. "Health Insurance for "Humans": Information Frictions, Plan Choice, and Consumer Welfare," American Economic Review, American Economic Association, vol. 105(8), pages 2449-2500, August.
    12. Judith K. Hellerstein, 1998. "The Importance of the Physician in the Generic Versus Trade-Name Prescription Decision," RAND Journal of Economics, The RAND Corporation, vol. 29(1), pages 108-136, Spring.
    13. Peter J. Huckfeldt & Christopher R. Knittel, 2011. "Pharmaceutical Use Following Generic Entry: Paying Less and Buying Less," NBER Working Papers 17046, National Bureau of Economic Research, Inc.
    14. Lundin, Douglas, 2000. "Moral hazard in physician prescription behavior," Journal of Health Economics, Elsevier, vol. 19(5), pages 639-662, September.
    15. David Reiffen & Michael R. Ward, 2005. "Generic Drug Industry Dynamics," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 37-49, February.
    16. Toshiaki Iizuka, 2012. "Physician Agency and Adoption of Generic Pharmaceuticals," American Economic Review, American Economic Association, vol. 102(6), pages 2826-2858, October.
    17. Grabowski, Henry G & Vernon, John M, 1992. "Brand Loyalty, Entry, and Price Competition in Pharmaceuticals after the 1984 Drug Act," Journal of Law and Economics, University of Chicago Press, vol. 35(2), pages 331-350, October.
    18. Haiden Huskamp & Julie Donohue & Catherine Koss & Ernst Berndt & Richard Frank, 2008. "Generic Entry, Reformulations and Promotion of SSRIs in the US," PharmacoEconomics, Springer, vol. 26(7), pages 603-616, July.
    19. Aviv Nevo & Catherine Wolfram, 2002. "Why Do Manufacturers Issue Coupons? An Empirical Analysis of Breakfast Cereals," RAND Journal of Economics, The RAND Corporation, vol. 33(2), pages 319-339, Summer.
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    Cited by:

    1. Lee, Chung-Ying, 2020. "Pricing strategy and moral hazard: Copay coupons in pharmaceuticals," International Journal of Industrial Organization, Elsevier, vol. 70(C).
    2. Newham, Melissa & Valente, Marica, 2024. "The cost of influence: How gifts to physicians shape prescriptions and drug costs," Journal of Health Economics, Elsevier, vol. 95(C).
    3. Hjalmarsson, Linn & Schmid, Christian P.R. & Schreiner, Nicolas, 2024. "A Prescription for Knowledge: Patient Information and Generic Substitution," Working papers 2024/05, Faculty of Business and Economics - University of Basel.
    4. Gregory J. King & Xiuli Chao & Izak Duenyas, 2019. "Who Benefits When Prescription Drug Manufacturers Offer Copay Coupons?," Management Science, INFORMS, vol. 65(8), pages 3758-3775, August.
    5. Gianluca Antonecchia & Ajay Bhaskarabhatla & Enrico Pennings, 2024. "Bargaining Power and Quantity Discounts to Retailers: Evidence from India’s Pharmaceutical Industry," Tinbergen Institute Discussion Papers 24-048/VII, Tinbergen Institute.
    6. Leemore Dafny & Kate Ho & Edward Kong, 2024. "How Do Copayment Coupons Affect Branded Drug Prices and Quantities Purchased?," American Economic Journal: Economic Policy, American Economic Association, vol. 16(3), pages 314-346, August.
    7. Neha Bairoliya & Pinar Karaca-Mandic & Jeffrey S. McCullough & Amil Petrin, 2017. "Consumer Learning and the Entry of Generic Pharmaceuticals," NBER Working Papers 23662, National Bureau of Economic Research, Inc.

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    More about this item

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L65 - Industrial Organization - - Industry Studies: Manufacturing - - - Chemicals; Rubber; Drugs; Biotechnology; Plastics
    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing

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