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Physicians’ incentives to adopt personalized medicine: experimental evidence

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  • Bardey, David
  • Kembou Nzalé, Samuel
  • Ventelou, Bruno

Abstract

We study physicians’ incentives to use personalized medicine techniques, replicating the physician’s trade-offs under the option of personalized medicine information. In a laboratory experiment where prospective physicians play a dual-agent real-effort game, we vary both the information structure (free access versus paid access to personalized medicine information) and the payment scheme (pay-for-performance (P4P), capitation (CAP) and fee-for-service (FFS)) by applying a within-subject design. Our results are threefold. i) Compared to FFS and CAP, the P4P payment scheme strongly impacts the decision to adopt personalized medicine. ii) Although expected to dominate the other schemes, P4P is not always efficient in transforming free access to personalized medicine into higher quality patient care. iii) When it has to be paid for, personalized medicine is positively associated with quality, suggesting that subjects tend to make better use of information that comes at a cost. We conclude that this last result can be considered a “commitment device”. However, quantification of our results suggests that the positive impact of the commitment device observed is not strong enough to justify generalizing paid access to personalized medicine.

Suggested Citation

  • Bardey, David & Kembou Nzalé, Samuel & Ventelou, Bruno, 2018. "Physicians’ incentives to adopt personalized medicine: experimental evidence," TSE Working Papers 18-968, Toulouse School of Economics (TSE).
  • Handle: RePEc:tse:wpaper:33110
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    1. Brosig-Koch, Jeannette & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Wiesen, Daniel, 2016. "Using artefactual field and lab experiments to investigate how fee-for-service and capitation affect medical service provision," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PB), pages 17-23.
    2. Hennig-Schmidt, Heike & Selten, Reinhard & Wiesen, Daniel, 2011. "How payment systems affect physicians' provision behaviour--An experimental investigation," Journal of Health Economics, Elsevier, vol. 30(4), pages 637-646, July.
    3. Godager, Geir & Hennig-Schmidt, Heike & Iversen, Tor, 2016. "Does performance disclosure influence physicians’ medical decisions? An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PB), pages 36-46.
    4. repec:zbw:rwirep:0413 is not listed on IDEAS
    5. Jeannette Brosig‐Koch & Heike Hennig‐Schmidt & Nadja Kairies‐Schwarz & Daniel Wiesen, 2017. "The Effects of Introducing Mixed Payment Systems for Physicians: Experimental Evidence," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 243-262, February.
    6. Heike Hennig‐Schmidt & Hendrik Jürges & Daniel Wiesen, 2019. "Dishonesty in health care practice: A behavioral experiment on upcoding in neonatology," Health Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 319-338, March.
    7. Faruk Gul & Wolfgang Pesendorfer, 2001. "Temptation and Self-Control," Econometrica, Econometric Society, vol. 69(6), pages 1403-1435, November.
    8. Godager, Geir & Wiesen, Daniel, 2013. "Profit or patients’ health benefit? Exploring the heterogeneity in physician altruism," Journal of Health Economics, Elsevier, vol. 32(6), pages 1105-1116.
    9. Izabela Jelovac & Samuel Kembou Nzale, 2020. "Regulation and altruism," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 22(1), pages 49-68, February.
    10. Lagarde, Mylène & Blaauw, Duane, 2017. "Physicians’ responses to financial and social incentives: A medically framed real effort experiment," Social Science & Medicine, Elsevier, vol. 179(C), pages 147-159.
    11. Simon Reif & Lucas Hafner & Michael Seebauer, 2020. "Physician Behavior under Prospective Payment Schemes—Evidence from Artefactual Field and Lab Experiments," IJERPH, MDPI, vol. 17(15), pages 1-37, July.
    12. Marlies Ahlert & Stefan Felder & Bodo Vogt, 2012. "Which patients do I treat? An experimental study with economists and physicians," Health Economics Review, Springer, vol. 2(1), pages 1-11, December.
    13. Hennig-Schmidt, Heike & Wiesen, Daniel, 2014. "Other-regarding behavior and motivation in health care provision: An experiment with medical and non-medical students," Social Science & Medicine, Elsevier, vol. 108(C), pages 156-165.
    14. Brosig-Koch, Jeannette & Hennig-Schmidt, Heike & Kairies, Nadja & Wiesen, Daniel, 2013. "How Effective are Pay-for-Performance Incentives for Physicians? – A Laboratory Experiment," Ruhr Economic Papers 413, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    15. Bejarano, Hernán & Green, Ellen P. & Rassenti, Stephen, 2017. "Payment scheme self-selection in the credence goods market: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 396-403.
    16. Agrawal, Anjali & Green, Ellen P. & Lavergne, Lisa, 2019. "Gender effects in the credence goods market: An experimental study," Economics Letters, Elsevier, vol. 174(C), pages 195-199.
    17. Bruggen, Alexander & Strobel, Martin, 2007. "Real effort versus chosen effort in experiments," Economics Letters, Elsevier, vol. 96(2), pages 232-236, August.
    18. Brosig-Koch, Jeannette & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Wiesen, Daniel, 2016. "Physician performance pay: Evidence from a laboratory experiment," Ruhr Economic Papers 658, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    19. Green, Ellen P., 2014. "Payment systems in the healthcare industry: An experimental study of physician incentives," Journal of Economic Behavior & Organization, Elsevier, vol. 106(C), pages 367-378.
    20. Faruk Gul & Wolfgang Pesendorfer, 2004. "Self-Control and the Theory of Consumption," Econometrica, Econometric Society, vol. 72(1), pages 119-158, January.
    21. F. Antoñanzas & C. Juárez-Castelló & R. Rodríguez-Ibeas, 2015. "Some economics on personalized and predictive medicine," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(9), pages 985-994, December.
    22. David H. Howard & Jason Hockenberry & Guy David, 2017. "Personalized Medicine When Physicians Induce Demand," NBER Working Papers 24054, National Bureau of Economic Research, Inc.
    23. Ellis, Randall P. & McGuire, Thomas G., 1986. "Provider behavior under prospective reimbursement : Cost sharing and supply," Journal of Health Economics, Elsevier, vol. 5(2), pages 129-151, June.
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    Cited by:

    1. Michel Mougeot & Florence Naegelen, 2022. "Incentives to implement personalized medicine under second‐best pricing," Health Economics, John Wiley & Sons, Ltd., vol. 31(11), pages 2411-2424, November.
    2. Kurt R. Brekke & Dag Morten Dalen & Odd Rune Straume, 2024. "Competing with precision: incentives for developing predictive biomarker tests," Scandinavian Journal of Economics, Wiley Blackwell, vol. 126(1), pages 60-97, January.
    3. Bardey, David & De Donder , Philippe & Zaporozhets , Vera, 2024. "Economic Incentives to Develop and to Use Diagnostic Tests a Literature Review," Documentos CEDE 21024, Universidad de los Andes, Facultad de Economía, CEDE.
    4. Massimo Finocchiaro Castro & Calogero Guccio & Domenica Romeo, 2024. "Looking inside the lab: a systematic literature review of economic experiments in health service provision," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(7), pages 1177-1204, September.
    5. Finocchiaro Castro, Massimo & Guccio, Calogero & Romeo, Domenica, 2022. "A systematic literature review of 10 years of behavioral research on health services," EconStor Preprints 266248, ZBW - Leibniz Information Centre for Economics.

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    More about this item

    Keywords

    Personalized medicine; fee-for-service; capitation; pay-for-performance; physician altruism and laboratory experiment;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets

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