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Pricing strategy and moral hazard: Copay coupons in pharmaceuticals

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  • Lee, Chung-Ying

Abstract

Branded drug manufacturers issue copay coupons to compete with generics as their brands are coming off patent. To explore the impact of copay coupons on pricing and welfare, I estimate a model of demand and supply using data on sales, advertising, and copayment for cholesterol-lowering drugs and perform a counterfactual analysis to simulate equilibrium pricing with copay coupons used for price discrimination and moral hazard. Copay coupons issued for price discrimination make the drug with coupons affordable for more consumers and increase consumer welfare even when a small fraction of consumers receive a coupon. Coupons used for moral hazard significantly mitigate price competition and improve consumer welfare only when coupon penetration is sufficiently high.

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  • Lee, Chung-Ying, 2020. "Pricing strategy and moral hazard: Copay coupons in pharmaceuticals," International Journal of Industrial Organization, Elsevier, vol. 70(C).
  • Handle: RePEc:eee:indorg:v:70:y:2020:i:c:s0167718720300333
    DOI: 10.1016/j.ijindorg.2020.102611
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    as
    1. Arcidiacono, Peter & Ellickson, Paul B. & Landry, Peter & Ridley, David B., 2013. "Pharmaceutical followers," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 538-553.
    2. Ernst R. Berndt & Linda T. Bui & David H. Lucking-Reiley & Glen L. Urban, 1996. "The Roles of Marketing, Product Quality, and Price Competition in the Growth and Composition of the U.S. Antiulcer Drug Industry," NBER Chapters, in: The Economics of New Goods, pages 277-328, National Bureau of Economic Research, Inc.
    3. Bart J. Bronnenberg & Jean-Pierre Dubé & Matthew Gentzkow & Jesse M. Shapiro, 2015. "Do Pharmacists Buy Bayer? Informed Shoppers and the Brand Premium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1669-1726.
    4. Kenneth S. Corts, 1998. "Third-Degree Price Discrimination in Oligopoly: All-Out Competition and Strategic Commitment," RAND Journal of Economics, The RAND Corporation, vol. 29(2), pages 306-323, Summer.
    5. 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.
    6. Bhattacharya, Jayanta & Vogt, William B, 2003. "A Simple Model of Pharmaceutical Price Dynamics," Journal of Law and Economics, University of Chicago Press, vol. 46(2), pages 599-626, October.
    7. Greg Shaffer & Z. John Zhang, 1995. "Competitive Coupon Targeting," Marketing Science, INFORMS, vol. 14(4), pages 395-416.
    8. Ali Yurukoglu & Eli Liebman & David B. Ridley, 2017. "The Role of Government Reimbursement in Drug Shortages," American Economic Journal: Economic Policy, American Economic Association, vol. 9(2), pages 348-382, May.
    9. Andrew T. Ching & Robert Clark & Ignatius Horstmann & Hyunwoo Lim, 2016. "The Effects of Publicity on Demand: The Case of Anti-Cholesterol Drugs," Marketing Science, INFORMS, vol. 35(1), pages 158-181, January.
    10. Steven Berry & James Levinsohn & Ariel Pakes, 2004. "Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 68-105, February.
    11. Mariana Carrera & Dana P. Goldman & Geoffrey Joyce & Neeraj Sood, 2018. "Do Physicians Respond to the Costs and Cost-Sensitivity of Their Patients?," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 113-152, February.
    12. Fiona M. Scott Morton, 1999. "Entry Decisions in the Generic Pharmaceutical Industry," RAND Journal of Economics, The RAND Corporation, vol. 30(3), pages 421-440, Autumn.
    13. Ching, Andrew T., 2010. "Consumer learning and heterogeneity: Dynamics of demand for prescription drugs after patent expiration," International Journal of Industrial Organization, Elsevier, vol. 28(6), pages 619-638, November.
    14. Ethan M. J. Lieber, 2017. "Does It Pay to Know Prices in Health Care?," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 154-179, February.
    15. Coscelli, Andrea, 2000. "The Importance of Doctors' and Patients' Preferences in the Prescription Decision," Journal of Industrial Economics, Wiley Blackwell, vol. 48(3), pages 349-369, September.
    16. Fiona M. Scott Morton, 1999. "Entry Decisions in the Generic Pharmaceutical Industry," Yale School of Management Working Papers ysm119, Yale School of Management.
    17. Steven Berry & Panle Jia, 2010. "Tracing the Woes: An Empirical Analysis of the Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 2(3), pages 1-43, August.
    18. Lee Branstetter & Chirantan Chatterjee & Matthew J. Higgins, 2016. "Regulation and welfare: evidence from paragraph IV generic entry in the pharmaceutical industry," RAND Journal of Economics, RAND Corporation, vol. 47(4), pages 857-890, November.
    19. Bradley T. Shapiro, 2016. "Estimating the cost of strategic entry delay in pharmaceuticals: The case of Ambien CR," Quantitative Marketing and Economics (QME), Springer, vol. 14(3), pages 201-231, September.
    20. Varian, Hal R., 1989. "Price discrimination," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 1, chapter 10, pages 597-654, Elsevier.
    21. 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.
    22. Stefan Stremersch & Vardit Landsman & Sriram Venkataraman, 2013. "The Relationship Between DTCA, Drug Requests, and Prescriptions: Uncovering Variation in Specialty and Space," Marketing Science, INFORMS, vol. 32(1), pages 89-110, June.
    23. 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.
    24. Jayawardhana, Jayani, 2013. "Direct-to-consumer advertising and consumer welfare," International Journal of Industrial Organization, Elsevier, vol. 31(2), pages 164-180.
    25. Chakravarthi Narasimhan, 1984. "A Price Discrimination Theory of Coupons," Marketing Science, INFORMS, vol. 3(2), pages 128-147.
    26. John E. Calfee & Clifford Winston & Randolph Stempski, 2002. "Direct-to-Consumer Advertising and the Demand for Cholesterol-Reducing Drugs," Journal of Law and Economics, University of Chicago Press, vol. 45(S2), pages 673-690.
    27. Steven Berry & Alon Eizenberg & Joel Waldfogel, 2016. "Fixed Costs and the Product Market Treatment of Preference Minorities," Journal of Industrial Economics, Wiley Blackwell, vol. 64(3), pages 466-493, September.
    28. Andrew T. Ching & Masakazu Ishihara, 2012. "Measuring the Informative and Persuasive Roles of Detailing on Prescribing Decisions," Management Science, INFORMS, vol. 58(7), pages 1374-1387, July.
    29. Bradley T. Shapiro, 2018. "Positive Spillovers and Free Riding in Advertising of Prescription Pharmaceuticals: The Case of Antidepressants," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 381-437.
    30. Andrew T. Ching, 2010. "A Dynamic Oligopoly Structural Model For The Prescription Drug Market After Patent Expiration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(4), pages 1175-1207, November.
    31. Holmes, Thomas J, 1989. "The Effects of Third-Degree Price Discrimination in Oligopoly," American Economic Review, American Economic Association, vol. 79(1), pages 244-250, March.
    32. Rachel Kornfield & Julie Donohue & Ernst R Berndt & G Caleb Alexander, 2013. "Promotion of Prescription Drugs to Consumers and Providers, 2001–2010," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-7, March.
    33. Gregory S. Crawford & Matthew Shum, 2005. "Uncertainty and Learning in Pharmaceutical Demand," Econometrica, Econometric Society, vol. 73(4), pages 1137-1173, July.
    34. David B. Ridley, 2015. "Payments, Promotion, And The Purple Pill," Health Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 86-103, January.
    35. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    36. 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.
    37. Zach Y. Brown, 2019. "Equilibrium Effects of Health Care Price Information," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 699-712, October.
    38. F. M. Scherer, 1993. "Pricing, Profits, and Technological Progress in the Pharmaceutical Industry," Journal of Economic Perspectives, American Economic Association, vol. 7(3), pages 97-115, Summer.
    39. Richard, Oliver & Van Horn, Larry, 2004. "Persistence in prescriptions of branded drugs," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 523-540, April.
    40. Toshiaki Iizuka & Ginger Zhe Jin, 2005. "The Effect of Prescription Drug Advertising on Doctor Visits," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(3), pages 701-727, September.
    41. Jean-Pierre Dubé & Günter Hitsch & Puneet Manchanda, 2005. "An Empirical Model of Advertising Dynamics," Quantitative Marketing and Economics (QME), Springer, vol. 3(2), pages 107-144, June.
    42. Bresnahan, Timothy F, 1987. "Competition and Collusion in the American Automobile Industry: The 1955 Price War," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 457-482, June.
    43. 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.
    44. Bradley T. Shapiro, 2018. "Informational Shocks, Off-Label Prescribing, and the Effects of Physician Detailing," Management Science, INFORMS, vol. 64(12), pages 5925-5945, December.
    45. Coscelli, Andrea & Shum, Matthew, 2004. "An empirical model of learning and patient spillovers in new drug entry," Journal of Econometrics, Elsevier, vol. 122(2), pages 213-246, October.
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    Cited by:

    1. Hongjun Lv, 2021. "Who benefits when coupons are issued by a duopoly from an e‐market?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(7), pages 1656-1664, October.

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    More about this item

    Keywords

    Pricing; Moral hazard; Copay coupons; Pharmaceuticals;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • 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

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