IDEAS home Printed from https://ideas.repec.org/a/eee/eecrev/v131y2021ics0014292120302427.html
   My bibliography  Save this article

An experiment on referrals in health care

Author

Listed:
  • Waibel, Christian
  • Wiesen, Daniel

Abstract

How referral fees affect primary care physicians’ behavior is not well understood. We conduct a behavioral experiment on referral fees in which subjects take on the role of physicians. An illustrative theoretical model guides our experimental design and the formulation of behavioral hypotheses for heterogeneously altruistic physician-types. We exogenously vary the level of referral fees paid by specialists to primary care physicians and study the impact of these fees on primary care physicians’ diagnostic effort and referrals. In a separate experimental task, we evaluate primary care physicians’ altruism. In line with our model, introducing medium-sized referral fees significantly increases referrals made by barely altruistic primary care physicians of patients who need specialist treatment, when compared to the baseline without referral fees. High referral fees significantly increase referrals irrespective of physicians’ level of altruism. Surprisingly, diagnostic effort is not significantly affected by referral fees. Implications for economic efficiency are discussed.

Suggested Citation

  • Waibel, Christian & Wiesen, Daniel, 2021. "An experiment on referrals in health care," European Economic Review, Elsevier, vol. 131(C).
  • Handle: RePEc:eee:eecrev:v:131:y:2021:i:c:s0014292120302427
    DOI: 10.1016/j.euroecorev.2020.103612
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0014292120302427
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.euroecorev.2020.103612?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. 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. 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. Kesternich, Iris & Schumacher, Heiner & Winter, Joachim, 2015. "Professional norms and physician behavior: Homo oeconomicus or homo hippocraticus?," Journal of Public Economics, Elsevier, vol. 131(C), pages 1-11.
    4. 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.
    5. 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.
    6. Stefano DellaVigna & John A. List & Ulrike Malmendier, 2012. "Testing for Altruism and Social Pressure in Charitable Giving," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 1-56.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Dusheiko, Mark & Gravelle, Hugh & Martin, Stephen & Rice, Nigel & Smith, Peter C., 2011. "Does better disease management in primary care reduce hospital costs? Evidence from English primary care," Journal of Health Economics, Elsevier, vol. 30(5), pages 919-932.
    12. 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.
    13. Mark Dusheiko & Hugh Gravelle, 2018. "Choosing and booking—and attending? Impact of an electronic booking system on outpatient referrals and non‐attendances," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 357-371, February.
    14. 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.
    15. Brekke, Kurt R. & Siciliani, Luigi & Straume, Odd Rune, 2012. "Quality competition with profit constraints," Journal of Economic Behavior & Organization, Elsevier, vol. 84(2), pages 642-659.
    16. 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.
    17. 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.
    18. Mark Dusheiko & Hugh Gravelle & Stephen Martin & Nigel Rice & Peter C Smith, 2011. "Does Better Disease Management in Primary Care Reduce Hospital Costs?," Working Papers 065cherp, Centre for Health Economics, University of York.
    19. 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.
    20. 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.
    21. Silvia Angerer & Daniela Glätzle-Rützler & ChristianWaibel, 2020. "Monitoring institutions in health care markets: Experimental evidence," Working Papers 2020-32, Faculty of Economics and Statistics, Universität Innsbruck.
    22. Wang, Jian & Iversen , Tor & Hennig-Schmidt , Heike & Godager , Geir, 2019. "Are patient-regarding preferences stable?," HERO Online Working Paper Series 2020:2, University of Oslo, Health Economics Research Programme, revised 02 Mar 2020.
    23. Allard, Marie & Jelovac, Izabela & Léger, Pierre Thomas, 2011. "Treatment and referral decisions under different physician payment mechanisms," Journal of Health Economics, Elsevier, vol. 30(5), pages 880-893.
    24. Wang, Jian & Iversen, Tor & Hennig-Schmidt, Heike & Godager, Geir, 2017. "How Changes in Payment Schemes Influence Provision Behavior," HERO Online Working Paper Series 2017:2, University of Oslo, Health Economics Research Programme.
    25. Mimra, Wanda & Rasch, Alexander & Waibel, Christian, 2016. "Second opinions in markets for expert services: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PB), pages 106-125.
    26. Andreoni, James, 1989. "Giving with Impure Altruism: Applications to Charity and Ricardian Equivalence," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1447-1458, December.
    27. Jonathan T. Kolstad, 2013. "Information and Quality When Motivation Is Intrinsic: Evidence from Surgeon Report Cards," American Economic Review, American Economic Association, vol. 103(7), pages 2875-2910, December.
    28. Godager, Geir & Iversen, Tor & Ma, Ching-to Albert, 2015. "Competition, gatekeeping, and health care access," Journal of Health Economics, Elsevier, vol. 39(C), pages 159-170.
    29. Sibilla Di Guida & Dorte Gyrd‐Hansen & Anne Sophie Oxholm, 2019. "Testing the myth of fee‐for‐service and overprovision in health care," Health Economics, John Wiley & Sons, Ltd., vol. 28(5), pages 717-722, May.
    30. Jonathan T. Kolstad, 2013. "Information and Quality when Motivation is Intrinsic: Evidence from Surgeon Report Cards," NBER Working Papers 18804, National Bureau of Economic Research, Inc.
    31. Philippe Choné & Ching-To Albert Ma, 2011. "Optimal Health Care Contract under Physician Agency," Annals of Economics and Statistics, GENES, issue 101-102, pages 229-256.
    32. Gary Biglaiser & Ching-to Albert Ma, 2007. "Moonlighting: public service and private practice," RAND Journal of Economics, RAND Corporation, vol. 38(4), pages 1113-1133, December.
    33. Lukas Kauer, 2017. "Long‐term Effects of Managed Care," Health Economics, John Wiley & Sons, Ltd., vol. 26(10), pages 1210-1223, October.
    34. Dusheiko, Mark & Gravelle, Hugh & Yu, Ning & Campbell, Stephen, 2007. "The impact of budgets for gatekeeping physicians on patient satisfaction: Evidence from fundholding," Journal of Health Economics, Elsevier, vol. 26(4), pages 742-762, July.
    35. Tor Iversen & Ching-to Ma, 2011. "Market conditions and general practitioners’ referrals," International Journal of Health Economics and Management, Springer, vol. 11(4), pages 245-265, December.
    36. Undral Byambadalai & Ching-to Albert Ma & Daniel Wiesen, 2019. "Changing Preferences: An Experiment and Estimation of Market-Incentive E§ects on Altruism," Boston University - Department of Economics - Working Papers Series WP2019-11, Boston University - Department of Economics.
    37. Mark V. Pauly, 1979. "The Ethics and Economics of Kickbacks and Fee Splitting," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 344-352, Spring.
    38. Robert A. Shumsky & Edieal J. Pinker, 2003. "Gatekeepers and Referrals in Services," Management Science, INFORMS, vol. 49(7), pages 839-856, July.
    39. 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.
    40. 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.
    41. Iversen, Tor & Luras, Hilde, 2000. "Economic motives and professional norms: the case of general medical practice," Journal of Economic Behavior & Organization, Elsevier, vol. 43(4), pages 447-470, December.
    42. 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).
    43. Rudolf Kerschbamer & Matthias Sutter & Uwe Dulleck, 2017. "How Social Preferences Shape Incentives in (Experimental) Markets for Credence Goods," Economic Journal, Royal Economic Society, vol. 127(600), pages 393-416, March.
    44. Scott, Anthony, 2000. "Economics of general practice," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 22, pages 1175-1200, Elsevier.
    45. Marie Allard & Izabela Jelovac & Pierre-Thomas Léger, 2014. "Payment mechanism and GP self-selection: capitation versus fee for service," International Journal of Health Economics and Management, Springer, vol. 14(2), pages 143-160, June.
    46. Kerstin Eilermann & Katrin Halstenberg & Ludwig Kuntz & Kyriakos Martakis & Bernhard Roth & Daniel Wiesen, 2019. "The Effect of Expert Feedback on Antibiotic Prescribing in Pediatrics: Experimental Evidence," Medical Decision Making, , vol. 39(7), pages 781-795, October.
    47. Matteo M. Galizzi & Daniel Wiesen, 2017. "Behavioural experiments in health: An introduction," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 3-5, December.
    48. Roman Inderst & Marco Ottaviani, 2012. "Competition through Commissions and Kickbacks," American Economic Review, American Economic Association, vol. 102(2), pages 780-809, April.
    49. repec:adr:anecst:y:2011:i:101-102:p:11 is not listed on IDEAS
    50. Ben Greiner & Le Zhang & Chengxiang Tang, 2017. "Separation of prescription and treatment in health care markets: A laboratory experiment," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 21-35, December.
    51. Rudolf Kerschbamer & Matthias Sutter & Uwe Dulleck, 2017. "How Social Preferences Shape Incentives in (Experimental) Markets for Credence Goods," Economic Journal, Royal Economic Society, vol. 127(600), pages 393-416, March.
    52. Uwe Dulleck & Rudolf Kerschbamer & Matthias Sutter, 2011. "The Economics of Credence Goods: An Experiment on the Role of Liability, Verifiability, Reputation, and Competition," American Economic Review, American Economic Association, vol. 101(2), pages 526-555, April.
    53. 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.
    54. Li, Jing, 2018. "Plastic surgery or primary care? Altruistic preferences and expected specialty choice of U.S. medical students," Journal of Health Economics, Elsevier, vol. 62(C), pages 45-59.
    55. Falk, Armin & Fehr, Ernst, 2003. "Why labour market experiments?," Labour Economics, Elsevier, vol. 10(4), pages 399-406, August.
    56. repec:feb:framed:0087 is not listed on IDEAS
    57. Eilermann, Kerstin & Halstenberg, Katrin & Kuntz, Ludwig & Martakis, Kyriakos & Roth, Bernhard & Wiesen, Daniel, 2019. "The Effect of Expert Feedback on Antibiotic Prescribing in Pediatrics: Experimental Evidence," HERO Online Working Paper Series 2020:1, University of Oslo, Health Economics Research Programme.
    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. 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).
    2. Iman Ahmadi, 2023. "Face/Off: The adverse effects of increased competition," Quantitative Marketing and Economics (QME), Springer, vol. 21(2), pages 183-279, June.
    3. 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.
    4. Corazza, Ilaria & Pennucci, Francesca & De Rosis, Sabina, 2021. "Promoting healthy eating habits among youth according to their preferences: Indications from a discrete choice experiment in Tuscany," Health Policy, Elsevier, vol. 125(7), pages 947-955.
    5. Ge Ge & Geir Godager & Jian Wang, 2022. "Exploring physician agency under demand‐side cost sharing—An experimental approach," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 1202-1227, June.
    6. 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).
    7. Sarah Avellar & Alexandra Stanczyk & Daniel Friend, "undated". "Structuring Healthy Marriage and Responsible Fatherhood Workshops for Strong Attendance: Workshop Characteristics Associated with Client Participation," Mathematica Policy Research Reports eac090d41f504045a2a5b6e14, Mathematica Policy Research.
    8. Green, Ellen P. & Kloosterman, Andrew, 2022. "Agent sorting by incentive systems in mission firms: Implications for healthcare and other credence goods markets," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 408-429.

    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. 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.
    2. 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).
    3. 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.
    4. Waibel, Christian & Wiesen, Daniel, 2016. "Kickbacks, referrals and efficiency in health care markets: Experimental evidence," HERO Online Working Paper Series 2016:8, University of Oslo, Health Economics Research Programme.
    5. 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).
    6. 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.
    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. 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.
    9. 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).
    10. 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.
    11. Ben Greiner & Le Zhang & Chengxiang Tang, 2017. "Separation of prescription and treatment in health care markets: A laboratory experiment," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 21-35, December.
    12. Balafoutas, Loukas & Kerschbamer, Rudolf, 2020. "Credence goods in the literature: What the past fifteen years have taught us about fraud, incentives, and the role of institutions," Journal of Behavioral and Experimental Finance, Elsevier, vol. 26(C).
    13. 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.
    14. 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.
    15. 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.
    16. Godager , Geir & Scott, Anthony, 2023. "Physician Behavior and Health Outcomes," HERO Online Working Paper Series 2023:3, University of Oslo, Health Economics Research Programme.
    17. Angerer, Silvia & Glätzle-Rützler, Daniela & Waibel, Christian, 2023. "Framing and subject pool effects in healthcare credence goods," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    18. 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.
    19. 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.
    20. 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.

    More about this item

    Keywords

    Diagnosis; Referrals; Altruism; Efficiency; Laboratory experiment;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • D47 - Microeconomics - - Market Structure, Pricing, and Design - - - Market Design
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior

    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:eecrev:v:131:y:2021:i:c:s0014292120302427. 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/eer .

    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.