IDEAS home Printed from https://ideas.repec.org/a/spr/empeco/v59y2020i1d10.1007_s00181-019-01674-9.html
   My bibliography  Save this article

Medical providers as double agents in a universal health care system: evidence from generic pharmaceutical adoption in Taiwan

Author

Listed:
  • Meng-Chi Tang

    (National Chung Cheng University)

  • Yi-Nong Wu

    (Chunghwa Post Co., Ltd.)

Abstract

This paper investigates medical providers’ generic pharmaceutical adoption in Taiwan, stresses that this decision involves the interests of providers, patients and insurance payer. We examine this prescription behavior using Taiwanese data because patients and physicians did not self-select their insurance plans under a universal health care system. Physicians in Taiwan also respond to strong financial incentives because they are allowed to both prescribe and dispense drugs. The empirical results show that a larger price difference between brand-name and generic drugs increases physicians’ likelihood for prescribing generic prescriptions. However, this effect decreases as the payer’s cost share percentage increases. This study also demonstrates that some physicians prescribed more generic drugs than the others, including the hospital and clinic owners, and the ones practicing in clinics and private institutions.

Suggested Citation

  • Meng-Chi Tang & Yi-Nong Wu, 2020. "Medical providers as double agents in a universal health care system: evidence from generic pharmaceutical adoption in Taiwan," Empirical Economics, Springer, vol. 59(1), pages 169-203, July.
  • Handle: RePEc:spr:empeco:v:59:y:2020:i:1:d:10.1007_s00181-019-01674-9
    DOI: 10.1007/s00181-019-01674-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00181-019-01674-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00181-019-01674-9?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. Liu, Ya-Ming & Yang, Yea-Huei Kao & Hsieh, Chee-Ruey, 2012. "Regulation and competition in the Taiwanese pharmaceutical market under national health insurance," Journal of Health Economics, Elsevier, vol. 31(3), pages 471-483.
    2. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    3. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    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, December.
    5. Hung-pin Lai & Meng-Chi Tang, 2018. "Hospital efficiency under global budgeting: evidence from Taiwan," Empirical Economics, Springer, vol. 55(3), pages 937-963, November.
    6. Toshiaki Iizuka, 2012. "Physician Agency and Adoption of Generic Pharmaceuticals," American Economic Review, American Economic Association, vol. 102(6), pages 2826-2858, October.
    7. Leemore S. Dafny, 2005. "How Do Hospitals Respond to Price Changes?," American Economic Review, American Economic Association, vol. 95(5), pages 1525-1547, December.
    8. 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.
    9. Baker, Laurence C. & Bundorf, M. Kate & Kessler, Daniel P., 2016. "The effect of hospital/physician integration on hospital choice," Journal of Health Economics, Elsevier, vol. 50(C), pages 1-8.
    10. Liu, Ya-Ming & Yang, Yea-Huei Kao & Hsieh, Chee-Ruey, 2009. "Financial incentives and physicians' prescription decisions on the choice between brand-name and generic drugs: Evidence from Taiwan," Journal of Health Economics, Elsevier, vol. 28(2), pages 341-349, March.
    11. David H. Howard & Guy David & Jason Hockenberry, 2017. "Selective Hearing: Physician‐Ownership and Physicians’ Response to New Evidence," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(1), pages 152-168, February.
    12. Toshiaki Iizuka, 2007. "Experts' agency problems: evidence from the prescription drug market in Japan," RAND Journal of Economics, RAND Corporation, vol. 38(3), pages 844-862, September.
    13. Lundin, Douglas, 2000. "Moral hazard in physician prescription behavior," Journal of Health Economics, Elsevier, vol. 19(5), pages 639-662, September.
    14. 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.
    15. Brian K. Chen & Paul J. Gertler & Chuh-Yuh Yang, 2013. "Moral Hazard and Economies of Scope in Physician Ownership of Complementary Medical Services," NBER Working Papers 19622, National Bureau of Economic Research, Inc.
    16. Mark G. Duggan, 2000. "Hospital Ownership and Public Medical Spending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1343-1373.
    17. A. J. Culyer & J. P. Newhouse (ed.), 2000. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, edition 1, volume 1, number 1.
    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. 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.

    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. 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.
    2. 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.
    3. Wu, Bingxiao, 2019. "Physician agency in China: Evidence from a drug-percentage incentive scheme," Journal of Development Economics, Elsevier, vol. 140(C), pages 72-89.
    4. Mengna Luan & Wenjing Shi & Zhigang Tao & Hongjie Yuan, 2023. "When patients have better insurance coverage in China: Provider incentives, costs, and quality of care," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1073-1106, October.
    5. 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.
    6. Martin Gaynor & Kate Ho & Robert J. Town, 2015. "The Industrial Organization of Health-Care Markets," Journal of Economic Literature, American Economic Association, vol. 53(2), pages 235-284, June.
    7. Magno, Cielo & Guzman, Ricardo Rafael S., 2019. "Drug price sensitivity among physicians in a developing healthcare system: Evidence from the Philippine market for statins and beta blockers," Economic Analysis and Policy, Elsevier, vol. 62(C), pages 268-279.
    8. Liu, Ya-Ming & Yang, Yea-Huei Kao & Hsieh, Chee-Ruey, 2009. "Financial incentives and physicians' prescription decisions on the choice between brand-name and generic drugs: Evidence from Taiwan," Journal of Health Economics, Elsevier, vol. 28(2), pages 341-349, March.
    9. Lagarde, Mylène & Blaauw, Duane, 2022. "Overtreatment and benevolent provider moral hazard: Evidence from South African doctors," Journal of Development Economics, Elsevier, vol. 158(C).
    10. 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.
    11. 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.
    12. Haile, Kaleab & Tirivayi, Nyasha & Nillesen, Eleonora, 2019. "Climate shocks, coping responses and gender gap in human development," MERIT Working Papers 2019-052, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    13. Lagarde, Mylène & Blaauw, Duane, 2022. "Overtreatment and benevolent provider moral hazard: evidence from South African doctors," LSE Research Online Documents on Economics 115383, London School of Economics and Political Science, LSE Library.
    14. 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.
    15. Chen, Yi-Yi & Schmidt, Peter & Wang, Hung-Jen, 2014. "Consistent estimation of the fixed effects stochastic frontier model," Journal of Econometrics, Elsevier, vol. 181(2), pages 65-76.
    16. Tianyan Hu & Sandra L. Decker & Shin-Yi Chou, 2014. "The Impact of Health Insurance Expansion on Physician Treatment Choice: Medicare Part D and Physician Prescribing," NBER Working Papers 20708, National Bureau of Economic Research, Inc.
    17. Müller, Tobias & Schmid, Christian & Gerfin, Michael, 2023. "Rents for Pills: Financial incentives and physician behavior," Journal of Health Economics, Elsevier, vol. 87(C).
    18. Vigren, Andreas, 2020. "The Distance Factor in Swedish Bus Contracts How far are operators willing to go?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 188-204.
    19. Hernández-Quevedo, Cristina & Jones, Andrew M. & Rice, Nigel, 2008. "Persistence in health limitations: A European comparative analysis," Journal of Health Economics, Elsevier, vol. 27(6), pages 1472-1488, December.
    20. Yuda, Michio, 2013. "Medical Fee Reforms, Changes In Medical Supply Densities, And Supplier-Induced Demand: Empirical Evidence From Japan," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 54(1), pages 79-93, June.

    More about this item

    Keywords

    Diabetes; Generic drugs; Agency problem; Universal health care system;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • L65 - Industrial Organization - - Industry Studies: Manufacturing - - - Chemicals; Rubber; Drugs; Biotechnology; Plastics

    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:spr:empeco:v:59:y:2020:i:1:d:10.1007_s00181-019-01674-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.