IDEAS home Printed from https://ideas.repec.org/a/kap/theord/v87y2019i3d10.1007_s11238-019-09714-7.html
   My bibliography  Save this article

Physician behavior and conditional altruism: the effects of payment system and uncertain health benefit

Author

Listed:
  • Peter Martinsson

    (Linköping University
    University of Gothenburg)

  • Emil Persson

    (Linköping University)

Abstract

This paper experimentally investigates the altruistic behavior of physicians and whether this behavior is affected by payment system and uncertainty in health outcome. Subjects in the experiment take on the role of physicians and decide on the provision of medical care for different types of patients, who are identical in all respects other than the degree to which a given level of medical treatment affects their health. We investigate physician altruism from the perspective of ethical principles, by categorizing physicians according to how well their treatment decisions align with different principles for priority setting. The experiment shows that many physicians are altruistic toward their patients but also that the degree of altruism varies across patients with different medical needs. We find a strong effect of payment system that is overall unaffected by the introduction of risk and ambiguity in patients’ health outcomes. There is, however, substantial heterogeneity across individuals, in particular under the capitation payment system where physicians’ responses to the introduction of uncertainty in patient health are modulated by their own generic risk and ambiguity preferences.

Suggested Citation

  • Peter Martinsson & Emil Persson, 2019. "Physician behavior and conditional altruism: the effects of payment system and uncertain health benefit," Theory and Decision, Springer, vol. 87(3), pages 365-387, October.
  • Handle: RePEc:kap:theord:v:87:y:2019:i:3:d:10.1007_s11238-019-09714-7
    DOI: 10.1007/s11238-019-09714-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11238-019-09714-7
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11238-019-09714-7?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. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2016. "Deciding for Others Reduces Loss Aversion," Management Science, INFORMS, vol. 62(1), pages 29-36, January.
    2. Chalkley, Martin & Malcomson, James M., 1998. "Contracting for health services when patient demand does not reflect quality," Journal of Health Economics, Elsevier, vol. 17(1), pages 1-19, January.
    3. repec:zbw:rwirep:0413 is not listed on IDEAS
    4. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    5. Armin Falk & James J. Heckman, 2009. "Lab Experiments are a Major Source of Knowledge in the Social Sciences," Working Papers 200935, Geary Institute, University College Dublin.
    6. Sujoy Chakravarty & Glenn W. Harrison & Ernan E. Haruvy & E. Elisabet Rutström, 2011. "Are You Risk Averse over Other People's Money?," Southern Economic Journal, John Wiley & Sons, vol. 77(4), pages 901-913, April.
    7. Berger, Loïc & Bleichrodt, Han & Eeckhoudt, Louis, 2013. "Treatment decisions under ambiguity," Journal of Health Economics, Elsevier, vol. 32(3), pages 559-569.
    8. Matthias Sutter & Martin G. Kocher & Daniela Glätzle-Rützler & Stefan T. Trautmann, 2013. "Impatience and Uncertainty: Experimental Decisions Predict Adolescents' Field Behavior," American Economic Review, American Economic Association, vol. 103(1), pages 510-531, February.
    9. Victor R. Fuchs, 2018. "The Supply of Surgeons and the Demand for Operations," World Scientific Book Chapters, in: Health Economics and Policy Selected Writings by Victor Fuchs, chapter 16, pages 171-192, World Scientific Publishing Co. Pte. Ltd..
    10. Alan Williams, 1997. "Intergenerational Equity: An Exploration of the ‘Fair Innings’ Argument," Health Economics, John Wiley & Sons, Ltd., vol. 6(2), pages 117-132, March.
    11. 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.
    12. Paul Dolan & Rebecca Shaw & Aki Tsuchiya & Alan Williams, 2005. "QALY maximisation and people's preferences: a methodological review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 14(2), pages 197-208, February.
    13. König-Kersting, Christian & Trautmann, Stefan T., 2016. "Ambiguity attitudes in decisions for others," Economics Letters, Elsevier, vol. 146(C), pages 126-129.
    14. Alejandro Arrieta & Ariadna García‐Prado & Paula González & José Luis Pinto‐Prades, 2017. "Risk attitudes in medical decisions for others: An experimental approach," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 97-113, December.
    15. David M. Cutler, 2002. "Equality, Efficiency, and Market Fundamentals: The Dynamics of International Medical-Care Reform," Journal of Economic Literature, American Economic Association, vol. 40(3), pages 881-906, September.
    16. Camerer, Colin & Weber, Martin, 1992. "Recent Developments in Modeling Preferences: Uncertainty and Ambiguity," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 325-370, October.
    17. Timo Heinrich & Thomas Mayrhofer, 2018. "Higher-order risk preferences in social settings," Experimental Economics, Springer;Economic Science Association, vol. 21(2), pages 434-456, June.
    18. 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.
    19. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    20. Ching‐To Albert Ma & Michael H. Riordan, 2002. "Health Insurance, Moral Hazard, and Managed Care," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 11(1), pages 81-107, March.
    21. Heinrich, Timo & Mayrhofer, Thomas, 2014. "Higher-order Risk Preferences in Social Settings - An Experimental Analysis," Ruhr Economic Papers 508, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    22. 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.
    23. Nord, Erik & Johansen, Rune, 2014. "Concerns for severity in priority setting in health care: A review of trade-off data in preference studies and implications for societal willingness to pay for a QALY," Health Policy, Elsevier, vol. 116(2), pages 281-288.
    24. Jonathan Gruber & Maria Owings, 1996. "Physician Financial Incentives and Cesarean Section Delivery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 99-123, Spring.
    25. Dolan, Paul & Olsen, Jan Abel, 2001. "Equity in health: the importance of different health streams," Journal of Health Economics, Elsevier, vol. 20(5), pages 823-834, September.
    26. Claudia Keser & Emmanuel Peterlé & Cornelius Schnitzler, 2014. "Money talks - Paying physicians for performance," CIRANO Working Papers 2014s-41, CIRANO.
    27. Devlin, Rose Anne & Sarma, Sisira, 2008. "Do physician remuneration schemes matter? The case of Canadian family physicians," Journal of Health Economics, Elsevier, vol. 27(5), pages 1168-1181, September.
    28. Doctor, Jason N. & Miyamoto, John & Bleichrodt, Han, 2009. "When are person tradeoffs valid?," Journal of Health Economics, Elsevier, vol. 28(5), pages 1018-1027, September.
    29. Martin Gaynor & Paul Gertler, 1995. "Moral Hazard and Risk Spreading in Partnerships," RAND Journal of Economics, The RAND Corporation, vol. 26(4), pages 591-613, Winter.
    30. Cutler, David, 2002. "Equality, Efficiency, and Market Fundamentals: The Dynamics of International Medical Care Reform," Scholarly Articles 2640584, Harvard University Department of Economics.
    31. Dranove, David & Wehner, Paul, 1994. "Physician-induced demand for childbirths," Journal of Health Economics, Elsevier, vol. 13(1), pages 61-73, March.
    32. Jinhu Li & Jeremiah Hurley & Philip DeCicca & Gioia Buckley, 2014. "Physician Response To Pay‐For‐Performance: Evidence From A Natural Experiment," Health Economics, John Wiley & Sons, Ltd., vol. 23(8), pages 962-978, August.
    33. 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.
    34. Shah, Koonal K., 2009. "Severity of illness and priority setting in healthcare: A review of the literature," Health Policy, Elsevier, vol. 93(2-3), pages 77-84, December.
    35. 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.
    36. 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.
    37. Olsen, Jan Abel, 1997. "Theories of justice and their implications for priority setting in health care," Journal of Health Economics, Elsevier, vol. 16(6), pages 625-639, December.
    38. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    39. Ferdinand M. Vieider & Clara Villegas-Palacio & Peter Martinsson & Milagros Mejía, 2016. "Risk Taking For Oneself And Others: A Structural Model Approach," Economic Inquiry, Western Economic Association International, vol. 54(2), pages 879-894, April.
    40. Joseph P. Newhouse, 1992. "Medical Care Costs: How Much Welfare Loss?," Journal of Economic Perspectives, American Economic Association, vol. 6(3), pages 3-21, Summer.
    41. Ferdinand M. Vieider & Mathieu Lefebvre & Ranoua Bouchouicha & Thorsten Chmura & Rustamdjan Hakimov & Michal Krawczyk & Peter Martinsson, 2015. "Common Components Of Risk And Uncertainty Attitudes Across Contexts And Domains: Evidence From 30 Countries," Journal of the European Economic Association, European Economic Association, vol. 13(3), pages 421-452, June.
    42. 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.
    43. Culyer, A. J. & Wagstaff, Adam, 1993. "Equity and equality in health and health care," Journal of Health Economics, Elsevier, vol. 12(4), pages 431-457, December.
    44. Mohammed Abdellaoui, 2000. "Parameter-Free Elicitation of Utility and Probability Weighting Functions," Management Science, INFORMS, vol. 46(11), pages 1497-1512, November.
    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. Ge, Ge & Cheo, Roland & Liu, Rugang & Wang, Jian & Wang, Qiqi, 2023. "Physician beneficence and profit-taking among private for profit clinics in China: A field study using a mystery shopper audit," HERO Online Working Paper Series 2023:6, University of Oslo, Health Economics Research Programme.
    2. Finocchiaro Castro Massimo & Lisi Domenico & Romeo Domenica, 2024. "An Experimental Analysis of Patient Dumping Under Different Payment Systems," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 24(1), pages 205-258, January.
    3. Besancenot, Damien & Vranceanu, Radu, 2020. "Profession and deception: Experimental evidence on lying behavior among business and medical students," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 175-187.
    4. Atehortua, S & Rodríguez-Valencia, A, 2021. "Physician s Allocation Preferences under Scarcity and Uncertainty," Documentos de Trabajo 19665, Universidad del Rosario.
    5. Adolf Kwadzo Dzampe & Shingo Takahashi, 2024. "Financial incentives and health provider behaviour: Evidence from a capitation policy in Ghana," Health Economics, John Wiley & Sons, Ltd., vol. 33(2), pages 333-344, February.
    6. Claudia Keser & Claude Montmarquette & Martin Schmidt & Cornelius Schnitzler, 2020. "Custom-made health-care: an experimental investigation," Health Economics Review, Springer, vol. 10(1), pages 1-12, December.
    7. Li Xiang & Zhengdong Zhong & Junnan Jiang, 2022. "The Response of Different-Levels Public Hospitals to Regional Global Budget with a Floating Payment System: Evidence from China," IJERPH, MDPI, vol. 19(23), pages 1-11, November.
    8. 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.
    9. Jeannette Brosig‐Koch & Burkhard Hehenkamp & Johanna Kokot, 2023. "Who benefits from quality competition in health care? A theory and a laboratory experiment on the relevance of patient characteristics," Health Economics, John Wiley & Sons, Ltd., vol. 32(8), pages 1785-1817, August.
    10. 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.
    11. Dylan Martin-Lapoirie, 2022. "Teamwork in health care and medical malpractice liability: an experimental investigation," European Journal of Law and Economics, Springer, vol. 54(2), pages 251-282, October.
    12. Oxholm, Anne Sophie & Di Guida, Sibilla & Gyrd-Hansen, Dorte, 2021. "Allocation of health care under pay for performance: Winners and losers," Social Science & Medicine, Elsevier, vol. 278(C).
    13. 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).
    14. Waibel, Christian & Wiesen, Daniel, 2021. "An experiment on referrals in health care," European Economic Review, Elsevier, vol. 131(C).
    15. Brosig-Koch, Jeannette & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Kokot, Johanna & Wiesen, Daniel, 2020. "Physician performance pay: Experimental evidence," HERO Online Working Paper Series 2020:3, University of Oslo, Health Economics Research Programme.
    16. Franziska Brendel & Lisa Einhaus & Franziska Then, 2021. "Resource scarcity and prioritization decisions in medical care: A lab experiment with heterogeneous patient types," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 470-477, February.

    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. Jeannette Brosig‐Koch & Burkhard Hehenkamp & Johanna Kokot, 2017. "The effects of competition on medical service provision," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 6-20, December.
    2. Wang, Jian & Iversen, Tor & Hennig-Schmidt, Heike & Godager, Geir, 2020. "Are patient-regarding preferences stable? Evidence from a laboratory experiment with physicians and medical students from different countries," European Economic Review, Elsevier, vol. 125(C).
    3. Waibel, Christian & Wiesen, Daniel, 2021. "An experiment on referrals in health care," European Economic Review, Elsevier, vol. 131(C).
    4. Brosig-Koch, Jeannette & Griebenow, Malte & Kifmann, Mathias & Then, Franziska, 2022. "Rewards for information provision in patient referrals: A theoretical model and an experimental test," Journal of Health Economics, Elsevier, vol. 86(C).
    5. Huck, Steffen & Lünser, Gabriele & Spitzer, Florian & Tyran, Jean-Robert, 2016. "Medical insurance and free choice of physician shape patient overtreatment: A laboratory experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PB), pages 78-105.
    6. Brosig-Koch, Jeannette & Groß, Mona & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Wiesen, Daniel, 2021. "Physicians' incentives, patients' characteristics, and quality of care: A systematic experimental comparison of fee-for-service, capitation, and pay for performance," Ruhr Economic Papers 923, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    7. 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.
    8. Castro, M.F.; & Ferrara, P.; & Guccio, C.; & Lisi, D.;, 2018. "Medical Malpractice Liability and Physicians’ Behavior:Experimental Evidence," Health, Econometrics and Data Group (HEDG) Working Papers 18/11, HEDG, c/o Department of Economics, University of York.
    9. Castro, Massimo Finocchiaro & Ferrara, Paolo Lorenzo & Guccio, Calogero & Lisi, Domenico, 2019. "Medical malpractice liability and physicians’ behavior: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 646-666.
    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. 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. 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.
    13. Jeannette Brosig‐Koch & Burkhard Hehenkamp & Johanna Kokot, 2023. "Who benefits from quality competition in health care? A theory and a laboratory experiment on the relevance of patient characteristics," Health Economics, John Wiley & Sons, Ltd., vol. 32(8), pages 1785-1817, August.
    14. Oxholm, Anne Sophie & Di Guida, Sibilla & Gyrd-Hansen, Dorte, 2021. "Allocation of health care under pay for performance: Winners and losers," Social Science & Medicine, Elsevier, vol. 278(C).
    15. Han, Johann & Kairies-Schwarz, Nadja & Vomhof, Markus, 2020. "Quality provision in competitive health care markets: Individuals vs. teams," Ruhr Economic Papers 839, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    16. Finocchiaro Castro, Massimo & Ferrara, Paolo Lorenzo & Guccio, Calogero & Lisi, Domenico, 2021. "Optimal mixed payment system and medical liability. A laboratory study," MPRA Paper 110276, University Library of Munich, Germany.
    17. Franziska Brendel & Lisa Einhaus & Franziska Then, 2021. "Resource scarcity and prioritization decisions in medical care: A lab experiment with heterogeneous patient types," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 470-477, February.
    18. Bardey, David & Kembou, Samuel & Ventelou, Bruno, 2021. "Physicians’ incentives to adopt personalised medicine: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 686-713.
    19. 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.
    20. 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.

    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:kap:theord:v:87:y:2019:i:3:d:10.1007_s11238-019-09714-7. 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.