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Prescription Drug Advertising and Drug Utilization: The Role of Medicare Part D

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  • Abby Alpert
  • Darius Lakdawalla
  • Neeraj Sood

Abstract

Pharmaceutical firms currently spend over $4 billion on direct-to-consumer advertising (DTCA) of prescription drugs, a nearly 30-fold increase since 1993 that has led to much debate about its value to patients. We examine how DTCA influences drug utilization along the extensive and intensive margins by exploiting a large and plausibly exogenous shock to DTCA driven by the introduction of Medicare Part D in 2006. Using data on advertising for local media markets from Nielsen, we show that Part D led to large relative increases in DTCA in geographic areas with a high concentration of Medicare beneficiaries compared to areas with a low concentration. We examine the effects of this sudden differential increase in advertising on non-elderly individuals to isolate the effects of advertising on drug utilization from the direct effects of Part D. Using data from pharmacy claims, we find substantial differential increases in drug utilization that mirror the increases in DTCA after Part D. These effects are driven both by increased take-up of treatment and improved drug adherence. Our results imply significant spillovers from Medicare Part D onto the under-65 population and an important role for non-price factors in influencing prescription drug utilization.

Suggested Citation

  • Abby Alpert & Darius Lakdawalla & Neeraj Sood, 2015. "Prescription Drug Advertising and Drug Utilization: The Role of Medicare Part D," NBER Working Papers 21714, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:21714
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    1. Darius Lakdawalla & Wesley Yin, 2015. "Insurers’ Negotiating Leverage and the External Effects of Medicare Part D," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 314-331, May.
    2. Dhaval Dave & Henry Saffer, 2012. "Impact of Direct‐to‐Consumer Advertising on Pharmaceutical Prices and Demand," Southern Economic Journal, John Wiley & Sons, vol. 79(1), pages 97-126, July.
    3. Pierre Dubois & Rachel Griffith & Martin O’Connell, 2018. "The Effects of Banning Advertising in Junk Food Markets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 396-436.
    4. Lakdawalla, Darius & Sood, Neeraj & Gu, Qian, 2013. "Pharmaceutical advertising and Medicare Part D," Journal of Health Economics, Elsevier, vol. 32(6), pages 1356-1367.
    5. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    6. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    7. Blume-Kohout, Margaret E. & Sood, Neeraj, 2013. "Market size and innovation: Effects of Medicare Part D on pharmaceutical research and development," Journal of Public Economics, Elsevier, vol. 97(C), pages 327-336.
    8. Rosenthal Meredith B. & Berndt Ernst R. & Donohue Julie M. & Epstein Arnold M. & Frank Richard G., 2003. "Demand Effects of Recent Changes in Prescription Drug Promotion," Forum for Health Economics & Policy, De Gruyter, vol. 6(1), pages 1-28, January.
    9. Jonathan D. Ketcham & Kosali Simon, 2008. "Medicare Part D's Effects on Elderly Drug Costs and Utilization," NBER Working Papers 14326, National Bureau of Economic Research, Inc.
    10. Dhaval M. Dave, 2013. "Effects of Pharmaceutical Promotion: A Review and Assessment," NBER Working Papers 18830, National Bureau of Economic Research, Inc.
    11. Avery, Rosemary J. & Eisenberg, Matthew D. & Simon, Kosali I., 2012. "The impact of direct-to-consumer television and magazine advertising on antidepressant use," Journal of Health Economics, Elsevier, vol. 31(5), pages 705-718.
    12. Alpert, Abby, 2016. "The anticipatory effects of Medicare Part D on drug utilization," Journal of Health Economics, Elsevier, vol. 49(C), pages 28-45.
    13. Michael Sinkinson & Amanda Starc, 2015. "Ask Your Doctor? Direct-to-Consumer Advertising of Pharmaceuticals," NBER Working Papers 21045, National Bureau of Economic Research, Inc.
    14. Henry Saffer & Melanie Wakefield & Yvonne Terry-McElrath, 2007. "The Effect of Nicotine Replacement Therapy Advertising on Youth Smoking," NBER Working Papers 12964, National Bureau of Economic Research, Inc.
    15. Kanazawa, Mark T & Funk, Jonas P, 2001. "Racial Discrimination in Professional Basketball: Evidence from Nielsen Ratings," Economic Inquiry, Western Economic Association International, vol. 39(4), pages 599-608, October.
    16. Meredith B. Rosenthal & Ernst R. Berndt & Julie M. Donohue & Arnold M. Epstein & Richard G. Frank, 2003. "Demand Effects of Recent Changes in Prescription Drug Promotion," NBER Chapters, in: Frontiers in Health Policy Research, Volume 6, pages 1-26, National Bureau of Economic Research, Inc.
    17. Melissa S. Kearney & Phillip B. Levine, 2015. "Media Influences on Social Outcomes: The Impact of MTV's 16 and Pregnant on Teen Childbearing," American Economic Review, American Economic Association, vol. 105(12), pages 3597-3632, December.
    18. Michael Sinkinson & Amanda Starc, 2019. "Ask Your Doctor? Direct-to-Consumer Advertising of Pharmaceuticals," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(2), pages 836-881.
    19. Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
    20. Berndt, Ernst R, et al, 1995. "Information, Marketing, and Pricing in the U.S. Antiulcer Drug Market," American Economic Review, American Economic Association, vol. 85(2), pages 100-105, May.
    21. 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.
    22. Dhaval Dave & Henry Saffer, 2012. "Impact of Direct-to-Consumer Advertising on Pharmaceutical Prices and Demand," Southern Economic Journal, John Wiley & Sons, vol. 79(1), pages 97-126, July.
    23. 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.
    24. Bradley T. Shapiro, 2022. "Promoting Wellness or Waste? Evidence from Antidepressant Advertising," American Economic Journal: Microeconomics, American Economic Association, vol. 14(2), pages 439-477, May.
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    Cited by:

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    4. Janssen, Aljoscha & Zhang, Xuan, 2020. "Retail Pharmacies and Drug Diversion during the Opioid Epidemic," Working Paper Series 1373, Research Institute of Industrial Economics.
    5. Matthew T. Knowles, 2022. "How access to addictive drugs affects the supply of substance abuse treatment: Evidence from Medicare Part D," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1649-1675, August.
    6. Eisenberg, Matthew D. & Avery, Rosemary J. & Cantor, Jonathan H., 2017. "Vitamin panacea: Is advertising fueling demand for products with uncertain scientific benefit?," Journal of Health Economics, Elsevier, vol. 55(C), pages 30-44.
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    8. Robert Nathenson & Michael R. Richards, 2018. "Do coverage mandates affect direct-to-consumer advertising for pharmaceuticals? Evidence from parity laws," International Journal of Health Economics and Management, Springer, vol. 18(3), pages 321-336, September.
    9. Kelli Marquardt & Conor Ryan, 2023. "The Role of Information in Pharmaceutical Advertising: Theory and Evidence," Working Paper Series WP 2023-40, Federal Reserve Bank of Chicago.

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    JEL classification:

    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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