IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v204y2022icp37-68.html
   My bibliography  Save this article

The same old medicine but cheaper: The impact of patent expiry on physicians’ prescribing behaviour

Author

Listed:
  • Fiorentini, Gianluca
  • Bruni, Matteo Lippi
  • Mammi, Irene

Abstract

We study the evolution of statin consumption between 2005-2017 in the Italian region Emilia-Romagna. We run an interrupted time series analysis on monthly data for the three market-leading statins, focusing on economic shocks due to generic entries of simvastatin (April 2007) and atorvastatin (March 2012). We find significant variations in long-term trends and abrupt jumps in volumes and number of patients, involving the molecule losing patent protection and its competitors within the same family. Through counterfactual analysis, we provide comprehensive estimates of the cost savings associated with generication and show that the effect due to spillovers across molecules can be relatively large. Finally, we find evidence of heterogeneous effects across age groups and between naïve patients and the rest of the population. On the whole, prescribers’ behaviour comes out as sensitive to price changes even in an NHS context where patients and physicians are mostly shielded from the financial consequences of choosing a specific molecule. Our evidence is consistent with the view that, when generication increases the price gap across alternative compounds, physicians adjust prescriptions to changes in the cost-effectiveness ratio and align their choice with policymakers’ objectives more closely.

Suggested Citation

  • Fiorentini, Gianluca & Bruni, Matteo Lippi & Mammi, Irene, 2022. "The same old medicine but cheaper: The impact of patent expiry on physicians’ prescribing behaviour," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 37-68.
  • Handle: RePEc:eee:jeborg:v:204:y:2022:i:c:p:37-68
    DOI: 10.1016/j.jebo.2022.10.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268122003559
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2022.10.003?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Katharina Elisabeth Fischer & Tom Stargardt, 2016. "The diffusion of generics after patent expiry in Germany," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(8), pages 1027-1040, November.
    2. 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.
    3. Abe Dunn, 2012. "Drug Innovations and Welfare Measures Computed from Market Demand: The Case of Anti-cholesterol Drugs," American Economic Journal: Applied Economics, American Economic Association, vol. 4(3), pages 167-189, July.
    4. Andrea Coscelli, 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.
    5. Costa-Font, Joan & McGuire, Alistair & Varol, Nebibe, 2014. "Price regulation and relative delays in generic drug adoption," Journal of Health Economics, Elsevier, vol. 38(C), pages 1-9.
    6. Yan Song & Douglas Barthold, 2018. "The effects of state‐level pharmacist regulations on generic substitution of prescription drugs," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1717-1737, November.
    7. Puig-Junoy, Jaume, 2007. "The impact of generic reference pricing interventions in the statin market," Health Policy, Elsevier, vol. 84(1), pages 14-29, November.
    8. Skipper, Niels & Vejlin, Rune, 2015. "Determinants of generic vs. brand drug choice: Evidence from population-wide Danish data," Social Science & Medicine, Elsevier, vol. 130(C), pages 204-215.
    9. Laura V Minard & Amber Corkum & Ingrid Sketris & Judith Fisher & Ying Zhang & Ahmed Saleh, 2016. "Trends in Statin Use in Seniors 1999 to 2013: Time Series Analysis," PLOS ONE, Public Library of Science, vol. 11(7), pages 1-15, July.
    10. Crea, Giovanni & Galizzi, Matteo M. & Linnosmaa, Ismo & Miraldo, Marisa, 2019. "Physician altruism and moral hazard: (no) Evidence from Finnish national prescriptions data," Journal of Health Economics, Elsevier, vol. 65(C), pages 153-169.
    11. Blomqvist, Ake, 1991. "The doctor as double agent: Information asymmetry, health insurance, and medical care," Journal of Health Economics, Elsevier, vol. 10(4), pages 411-432.
    12. Ito, Yuki & Hara, Konan & Kobayashi, Yasuki, 2020. "The effect of inertia on brand-name versus generic drug choices," Journal of Economic Behavior & Organization, Elsevier, vol. 172(C), pages 364-379.
    13. Thomas Aronsson & Mats Bergman & Niklas Rudholm, 2001. "The Impact of Generic Drug Competition on Brand Name Market Shares – Evidence from Micro Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 19(4), pages 423-433, December.
    14. Iezzi, Elisa & Lippi Bruni, Matteo & Ugolini, Cristina, 2014. "The role of GP's compensation schemes in diabetes care: Evidence from panel data," Journal of Health Economics, Elsevier, vol. 34(C), pages 104-120.
    15. Maurus Rischatsch & Maria Trottmann & Peter Zweifel, 2013. "Generic substitution, financial interests, and imperfect agency," International Journal of Health Economics and Management, Springer, vol. 13(2), pages 115-138, June.
    16. Katherine Baicker & Theodore Svoronos, 2019. "Testing the Validity of the Single Interrupted Time Series Design," NBER Working Papers 26080, National Bureau of Economic Research, Inc.
    17. Rau, Tomás & Sarzosa, Miguel & Urzúa, Sergio, 2021. "The children of the missed pill," Journal of Health Economics, Elsevier, vol. 79(C).
    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. 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.
    20. Ariel Linden, 2015. "Conducting interrupted time-series analysis for single- and multiple-group comparisons," Stata Journal, StataCorp LP, vol. 15(2), pages 480-500, June.
    21. Granlund, David, 2009. "Are private physicians more likely to veto generic substitution of prescribed pharmaceuticals?," Social Science & Medicine, Elsevier, vol. 69(11), pages 1643-1650, December.
    22. Ariel Linden, 2017. "A comprehensive set of postestimation measures to enrich interrupted time-series analysis," Stata Journal, StataCorp LP, vol. 17(1), pages 73-88, March.
    23. Toshiaki Iizuka, 2012. "Physician Agency and Adoption of Generic Pharmaceuticals," American Economic Review, American Economic Association, vol. 102(6), pages 2826-2858, October.
    24. Andersson, Karolina & Petzold, Max Gustav & Sonesson, Christian & Lonnroth, Knut & Carlsten, Anders, 2006. "Do policy changes in the pharmaceutical reimbursement schedule affect drug expenditures?: Interrupted time series analysis of cost, volume and cost per volume trends in Sweden 1986-2002," Health Policy, Elsevier, vol. 79(2-3), pages 231-243, December.
    25. Costa-Font, Joan & Rudisill, Caroline & Tan, Stefanie, 2014. "Brand loyalty, patients and limited generic medicines uptake," Health Policy, Elsevier, vol. 116(2), pages 224-233.
    26. Margaret K. Kyle, 2007. "Pharmaceutical Price Controls and Entry Strategies," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 88-99, February.
    27. Panos Kanavos & Joan Costa-Font & Elizabeth Seeley, 2008. "Competition in off-patent drug markets: Issues, regulation and evidence [‘Substitution laws, insurance coverage, and generic drug use’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(55), pages 500-544.
    28. Katherine Baicker & Theodore Svoronos, 2019. "Testing the Validity of the Single Interrupted Time Series Design," CID Working Papers 364, Center for International Development at Harvard University.
    29. Lundin, Douglas, 2000. "Moral hazard in physician prescription behavior," Journal of Health Economics, Elsevier, vol. 19(5), pages 639-662, September.
    Full references (including those not matched with items on IDEAS)

    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. Kaiser, Ulrich & Mendez, Susan J. & Rønde, Thomas & Ullrich, Hannes, 2014. "Regulation of pharmaceutical prices: Evidence from a reference price reform in Denmark," Journal of Health Economics, Elsevier, vol. 36(C), pages 174-187.
    2. Katharina Elisabeth Fischer & Tom Stargardt, 2016. "The diffusion of generics after patent expiry in Germany," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(8), pages 1027-1040, November.
    3. Meng‐Chi Tang, 2023. "A structural analysis of physician agency and pharmaceutical demand," Health Economics, John Wiley & Sons, Ltd., vol. 32(7), pages 1453-1477, July.
    4. Crea, Giovanni & Galizzi, Matteo M. & Linnosmaa, Ismo & Miraldo, Marisa, 2019. "Physician altruism and moral hazard: (no) Evidence from Finnish national prescriptions data," Journal of Health Economics, Elsevier, vol. 65(C), pages 153-169.
    5. Skipper, Niels & Vejlin, Rune, 2015. "Determinants of generic vs. brand drug choice: Evidence from population-wide Danish data," Social Science & Medicine, Elsevier, vol. 130(C), pages 204-215.
    6. Costa-Font, Joan & McGuire, Alistair & Varol, Nebibe, 2014. "Price regulation and relative delays in generic drug adoption," Journal of Health Economics, Elsevier, vol. 38(C), pages 1-9.
    7. Daniel Burkhard & Christian P. R. Schmid & Kaspar Wüthrich, 2019. "Financial incentives and physician prescription behavior: Evidence from dispensing regulations," Health Economics, John Wiley & Sons, Ltd., vol. 28(9), pages 1114-1129, September.
    8. Ivan Moreno-Torres, 2011. "Generic drugs in Spain: price competition vs. moral hazard," Working Papers XREAP2011-04, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2011.
    9. Serra-Sastre, Victoria & Bianchi, Simona & Mestre-Ferrandiz, Jorge & O’Neill, Phill, 2021. "Does NICE influence the adoption and uptake of generics in the UK?," LSE Research Online Documents on Economics 113639, London School of Economics and Political Science, LSE Library.
    10. Granlund, David & Sundström, David, 2018. "Physicians prescribing originals causes welfare losses," Economics Letters, Elsevier, vol. 170(C), pages 143-146.
    11. Attema, Arthur E. & Galizzi, Matteo M. & Groß, Mona & Hennig-Schmidt, Heike & Karay, Yassin & L’Haridon, Olivier & Wiesen, Daniel, 2023. "The formation of physician altruism," Journal of Health Economics, Elsevier, vol. 87(C).
    12. Suppliet, Moritz, 2020. "Umbrella branding in pharmaceutical markets," Journal of Health Economics, Elsevier, vol. 73(C).
    13. David Granlund & Miyase Koksal-Ayhan, 2015. "Parallel imports and a mandatory substitution reform: a kick or a muff for price competition in pharmaceuticals?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(9), pages 969-983, December.
    14. Victoria Serra-Sastre & Simona Bianchi & Jorge Mestre-Ferrandiz & Phill O’Neill, 2021. "Does NICE influence the adoption and uptake of generics in the UK?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(2), pages 229-242, March.
    15. Izhak, Olena, 2019. "Extra costs of integrity: Pharmacy markups and generic substitution in Finland," DICE Discussion Papers 307, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    16. Mats A. Bergman & David Granlund & Niklas Rudholm, 2016. "Reforming the Swedish pharmaceuticals market: consequences for costs per defined daily dose," International Journal of Health Economics and Management, Springer, vol. 16(3), pages 201-214, September.
    17. Boris Kaiser & Christian Schmid, 2016. "Does Physician Dispensing Increase Drug Expenditures? Empirical Evidence from Switzerland," Health Economics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-90, January.
    18. David Granlund, 2021. "A New Approach to Estimating State Dependence in Consumers’ Brand Choices Applied to 762 Pharmaceutical Markets," Journal of Industrial Economics, Wiley Blackwell, vol. 69(2), pages 443-483, June.
    19. Joan Costa-i-Font & Alistair McGuire & Nebibe Varol, 2011. "Does Pharmaceutical Price Regulation Affect the Adoption of Generic Competition? Evidence from the OECD, 1999-2008," CESifo Working Paper Series 3441, CESifo.
    20. Brekke, Kurt Richard & Holmås, Tor Helge & Straume, Odd Rune, 2013. "Margins and market shares: Pharmacy incentives for generic substitution," European Economic Review, Elsevier, vol. 61(C), pages 116-131.

    More about this item

    Keywords

    Interrupted time-series; Generic drugs; Physicians’ prescribing behaviour; Counterfactual analysis; Patent expiration; Pharmaceutical markets;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • H5 - Public Economics - - National Government Expenditures and Related Policies

    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:eee:jeborg:v:204:y:2022:i:c:p:37-68. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    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.