IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v26y2017i4p450-468.html
   My bibliography  Save this article

Effects of Physician‐directed Pharmaceutical Promotion on Prescription Behaviors: Longitudinal Evidence

Author

Listed:
  • Anusua Datta
  • Dhaval Dave

Abstract

Spending on prescription drugs (Rx) represents one of the fastest growing components of US healthcare spending and has coincided with an expansion of pharmaceutical promotional spending. Most (83%) of Rx promotion is directed at physicians in the form of visits by pharmaceutical representatives (known as detailing) and drug samples provided to physicians' offices. Such promotion has come under increased public scrutiny, with critics contending that physician‐directed promotion may play a role in raising healthcare costs and may unduly affect physicians' prescribing habits towards more expensive, and possibly less cost‐effective, drugs. In this study, we bring longitudinal evidence to bear upon the question of how detailing impacts physicians' prescribing behaviors. Specifically, we examine prescriptions and promotion for a particular drug class based on a nationally representative sample of 150,000 physicians spanning 24 months. The use of longitudinal physician‐level data allows us to tackle some of the empirical concerns in the extant literature, virtually all of which have relied on aggregate national data. We estimate fixed‐effects specifications that bypass stable unobserved physician‐specific heterogeneity and address potential targeting bias. In addition, we also assess differential effects at both the extensive and intensive margins of prescribing behaviors and differential effects across physician‐level and market‐level characteristics, questions that have not been explored in prior work. The estimates suggest that detailing has a significant and positive effect on the number of new scripts written for the detailed drug, with an elasticity magnitude of 0.06. This effect is substantially smaller than those in the literature based on aggregate information, suggesting that most of the observed relationship between physician‐directed promotion and drug sales is driven by selection bias. We find that detailing impacts selective brand‐specific demand but does not have any substantial effects on class‐level demand. The increase in brand‐specific demand appears to crowd out demand for the substitute branded drug although not for the generic alternative. Results also indicate that most of the detailing response may operate at the extensive margin; detailing affects the probability of prescribing the drug more than it affects the number of prescriptions conditional on any prescribing. We draw some implications from these estimates with respect to effects on healthcare costs and public health. Copyright © 2016 John Wiley & Sons, Ltd.

Suggested Citation

  • Anusua Datta & Dhaval Dave, 2017. "Effects of Physician‐directed Pharmaceutical Promotion on Prescription Behaviors: Longitudinal Evidence," Health Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 450-468, April.
  • Handle: RePEc:wly:hlthec:v:26:y:2017:i:4:p:450-468
    DOI: 10.1002/hec.3323
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.3323
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.3323?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gary S. Becker & Kevin M. Murphy, 1993. "A Simple Theory of Advertising as a Good or Bad," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(4), pages 941-964.
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. 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.
    4. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    5. Venkataraman, S. & Stremersch, S., 2007. "The Debate on Influencing Doctors’ Decisions: Are Drug Characteristics the Missing Link?," ERIM Report Series Research in Management ERS-2007-056-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    6. Puneet Manchanda & Pradeep K. Chintagunta, 2004. "Responsiveness of Physician Prescription Behavior to Salesforce Effort: An Individual Level Analysis," Marketing Letters, Springer, vol. 15(2_3), pages 129-145, July.
    7. 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.
    8. Kremer, Sara T.M. & Bijmolt, Tammo H.A. & Leeflang, Peter S.H. & Wieringa, Jaap E., 2008. "Generalizations on the effectiveness of pharmaceutical promotional expenditures," International Journal of Research in Marketing, Elsevier, vol. 25(4), pages 234-246.
    9. Guy David & Sara Markowitz & Seth Richards-Shubik, 2010. "The Effects of Pharmaceutical Marketing and Promotion on Adverse Drug Events and Regulation," American Economic Journal: Economic Policy, American Economic Association, vol. 2(4), pages 1-25, November.
    10. 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.
    11. Nelson, Phillip, 1970. "Information and Consumer Behavior," Journal of Political Economy, University of Chicago Press, vol. 78(2), pages 311-329, March-Apr.
    12. Natalie Mizik & Robert Jacobson, 2004. "Are Physicians ÜEasy MarksÝ? Quantifying the Effects of Detailing and Sampling on New Prescriptions," Management Science, INFORMS, vol. 50(12), pages 1704-1715, December.
    13. Dhaval M. Dave, 2013. "Effects of Pharmaceutical Promotion: A Review and Assessment," NBER Working Papers 18830, National Bureau of Economic Research, Inc.
    14. Davina C. Ling & Ernst R. Berndt & Margaret K. Kyle, 2002. "Deregulating Direct-to-Consumer Marketing of Prescription Drugs: Effects on Prescription and Over-the-Counter Product Sales," Journal of Law and Economics, University of Chicago Press, vol. 45(S2), pages 691-723.
    15. Sriram Venkataraman & Stefan Stremersch, 2007. "The Debate on Influencing Doctors' Decisions: Are Drug Characteristics the Missing Link?," Management Science, INFORMS, vol. 53(11), pages 1688-1701, November.
    16. 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.
    17. Xiaojing Dong & Pradeep Chintagunta & Puneet Manchanda, 2011. "A new multivariate count data model to study multi-category physician prescription behavior," Quantitative Marketing and Economics (QME), Springer, vol. 9(3), pages 301-337, September.
    18. Toshiaki Iizuka, 2004. "What Explains the Use of Direct‐to‐Consumer Advertising of Prescription Drugs?," Journal of Industrial Economics, Wiley Blackwell, vol. 52(3), pages 349-379, September.
    19. Pierre Azoulay, 2002. "Do Pharmaceutical Sales Respond to Scientific Evidence?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 11(4), pages 551-594, December.
    20. 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.
    21. Toshiaki Iizuka & Ginger Z. Jin, 2007. "Direct To Consumer Advertising And Prescription Choice," Journal of Industrial Economics, Wiley Blackwell, vol. 55(4), pages 771-771, December.
    22. 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.
    23. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    24. Rizzo, John A, 1999. "Advertising and Competition in the Ethical Pharmaceutical Industry: The Case of Antihypertensive Drugs," Journal of Law and Economics, University of Chicago Press, vol. 42(1), pages 89-116, April.
    25. Bagwell, Kyle, 2007. "The Economic Analysis of Advertising," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 28, pages 1701-1844, Elsevier.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Carey, Colleen & Lieber, Ethan M.J. & Miller, Sarah, 2021. "Drug firms’ payments and physicians’ prescribing behavior in Medicare Part D," Journal of Public Economics, Elsevier, vol. 197(C).
    2. Aggarwal, Mayank & Chakrabarti, Anindya S. & Chatterjee, Chirantan & Higgins, Matthew J., 2023. "Research and market structure: Evidence from an antibiotic-resistant pathogenic outbreak," Research Policy, Elsevier, vol. 52(1).
    3. 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).
    4. Kenneth J. Arrow & L. Kamran Bilir & Alan Sorensen, 2020. "The Impact of Information Technology on the Diffusion of New Pharmaceuticals," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 1-39, July.
    5. Alice M. Ellyson & Jevay Grooms & Alberto Ortega, 2022. "Flipping the script: The effects of opioid prescription monitoring on specialty‐specific provider behavior," Health Economics, John Wiley & Sons, Ltd., vol. 31(2), pages 297-341, February.
    6. Higgins, Matthew J. & Yan, Xin & Chatterjee, Chirantan, 2021. "Unpacking the effects of adverse regulatory events: Evidence from pharmaceutical relabeling," Research Policy, Elsevier, vol. 50(1).
    7. Svetlana Beilfuss & Sebastian Linde, 2021. "Pharmaceutical opioid marketing and physician prescribing behavior," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 3159-3185, December.
    8. Kyle, Margaret K., 2022. "Incentives for pharmaceutical innovation: What’s working, what’s lacking," International Journal of Industrial Organization, Elsevier, vol. 84(C).
    9. Lawler, Emily C. & Skira, Meghan M., 2022. "Information shocks and pharmaceutical firms’ marketing efforts: Evidence from the Chantix black box warning removal," Journal of Health Economics, Elsevier, vol. 81(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dhaval M. Dave, 2013. "Effects of Pharmaceutical Promotion: A Review and Assessment," NBER Working Papers 18830, National Bureau of Economic Research, Inc.
    2. Svetlana Beilfuss & Sebastian Linde, 2021. "Pharmaceutical opioid marketing and physician prescribing behavior," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 3159-3185, December.
    3. Kremer, Sara T.M. & Bijmolt, Tammo H.A. & Leeflang, Peter S.H. & Wieringa, Jaap E., 2008. "Generalizations on the effectiveness of pharmaceutical promotional expenditures," International Journal of Research in Marketing, Elsevier, vol. 25(4), pages 234-246.
    4. 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.
    5. David B. Ridley, 2015. "Payments, Promotion, And The Purple Pill," Health Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 86-103, January.
    6. Hosken, Daniel & Wendling, Brett, 2013. "Informing the uninformed: How drug advertising affects check-up visits," International Journal of Industrial Organization, Elsevier, vol. 31(2), pages 181-194.
    7. Suppliet, Moritz, 2020. "Umbrella branding in pharmaceutical markets," Journal of Health Economics, Elsevier, vol. 73(C).
    8. Lakdawalla, Darius & Sood, Neeraj & Gu, Qian, 2013. "Pharmaceutical advertising and Medicare Part D," Journal of Health Economics, Elsevier, vol. 32(6), pages 1356-1367.
    9. Claudio Deiana & Ludovica Giua & Roberto Nisticò, 2024. "Opium Price Shocks and Prescription Opioids in the USA," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(3), pages 449-484, June.
    10. Patricia M. Danzon & Eric L. Keuffel, 2014. "Regulation of the Pharmaceutical-Biotechnology Industry," NBER Chapters, in: Economic Regulation and Its Reform: What Have We Learned?, pages 407-484, National Bureau of Economic Research, Inc.
    11. Sood, Ashish & Kappe, Eelco & Stremersch, Stefan, 2014. "The commercial contribution of clinical studies for pharmaceutical drugs," International Journal of Research in Marketing, Elsevier, vol. 31(1), pages 65-77.
    12. Peter Leeflang & Jaap Wieringa, 2010. "Modeling the effects of pharmaceutical marketing," Marketing Letters, Springer, vol. 21(2), pages 121-133, June.
    13. Jayawardhana, Jayani, 2013. "Direct-to-consumer advertising and consumer welfare," International Journal of Industrial Organization, Elsevier, vol. 31(2), pages 164-180.
    14. Castanheira, Micael & Ornaghi, Carmine & Siotis, Georges, 2019. "The unexpected consequences of generic entry," Journal of Health Economics, Elsevier, vol. 68(C).
    15. Alpert, Abby & Lakdawalla, Darius & Sood, Neeraj, 2023. "Prescription drug advertising and drug utilization: The role of Medicare Part D," Journal of Public Economics, Elsevier, vol. 221(C).
    16. Venkataraman, S. & Stremersch, S., 2007. "The Debate on Influencing Doctors’ Decisions: Are Drug Characteristics the Missing Link?," ERIM Report Series Research in Management ERS-2007-056-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    17. Brekke, Kurt R. & Kuhn, Michael, 2006. "Direct to consumer advertising in pharmaceutical markets," Journal of Health Economics, Elsevier, vol. 25(1), pages 102-130, January.
    18. 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.
    19. Rosemary Avery & Donald Kenkel & Dean Lillard & Alan Mathios, 2007. "Regulating advertisements: the case of smoking cessation products," Journal of Regulatory Economics, Springer, vol. 31(2), pages 185-208, April.
    20. John Cawley & John A. Rizzo, 2005. "The Competitive Effects of Drug Withdrawals," NBER Working Papers 11223, National Bureau of Economic Research, Inc.

    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • I0 - Health, Education, and Welfare - - General
    • M3 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:hlthec:v:26:y:2017:i:4:p:450-468. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.