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Physician performance pay: Experimental evidence

Author

Listed:
  • Brosig-Koch, Jeannette

    (University of Duisburg-Essen and Health Economics Research Center)

  • Hennig-Schmidt, Heike

    (University of Bonn, Department of Economics)

  • Kairies-Schwarz, Nadja

    (University of Duisburg-Essen and CINCH Essen)

  • Kokot, Johanna

    (University of Hamburg and Hamburg Center for Health Economics)

  • Wiesen, Daniel

    (University of Cologne, Department of Health Care Management)

Abstract

We analyze the causal effect of performance pay on physicians’ medical service provision and the quality of care. To address this effect, which is difficult to study in the field we conducted an online experiment with primary care physicians randomly drawn from a representative resident physician sample in Germany. Linking individual physicians’ behavioral data with administrative data enables us to identify how practice charac teristics account for the heterogeneity in individual physicians’ responses to performance incentives, which field data do not allow in general. We find that performance pay reduces underprovision of medical care compared to lump-sum capitation. The effect increases with patients’ severities of ill ness. Already small incentives are effective in enhancing the quality of care. Our results further indicate that physicians in high-profit practices and practicing in cities are most responsive to incentives.

Suggested Citation

  • 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.
  • Handle: RePEc:hhs:oslohe:2020_003
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    as
    1. Barmettler, Franziska & Fehr, Ernst & Zehnder, Christian, 2012. "Big experimenter is watching you! Anonymity and prosocial behavior in the laboratory," Games and Economic Behavior, Elsevier, vol. 75(1), pages 17-34.
    2. Hugh Gravelle & Matt Sutton & Ada Ma, 2010. "Doctor Behaviour under a Pay for Performance Contract: Treating, Cheating and Case Finding?," Economic Journal, Royal Economic Society, vol. 120(542), pages 129-156, February.
    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. Eckel, Catherine C. & Grossman, Philip J., 1996. "Altruism in Anonymous Dictator Games," Games and Economic Behavior, Elsevier, vol. 16(2), pages 181-191, October.
    5. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    6. 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.
    7. repec:zbw:rwirep:0413 is not listed on IDEAS
    8. Kristensen, Søren Rud & Siciliani, Luigi & Sutton, Matt, 2016. "Optimal price-setting in pay for performance schemes in health care," Journal of Economic Behavior & Organization, Elsevier, vol. 123(C), pages 57-77.
    9. Carl Mellström & Magnus Johannesson, 2008. "Crowding Out in Blood Donation: Was Titmuss Right?," Journal of the European Economic Association, MIT Press, vol. 6(4), pages 845-863, June.
    10. James J. Heckman, 2010. "Building Bridges between Structural and Program Evaluation Approaches to Evaluating Policy," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 356-398, June.
    11. 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.
    12. 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.
    13. Timothy Besley & Maitreesh Ghatak, 2005. "Competition and Incentives with Motivated Agents," American Economic Review, American Economic Association, vol. 95(3), pages 616-636, June.
    14. Zarek C. Brot-Goldberg & Amitabh Chandra & Benjamin R. Handel & Jonathan T. Kolstad, 2017. "What does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1261-1318.
    15. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    16. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    17. Kathleen J. Mullen & Richard G. Frank & Meredith B. Rosenthal, 2010. "Can you get what you pay for? Pay‐for‐performance and the quality of healthcare providers," RAND Journal of Economics, RAND Corporation, vol. 41(1), pages 64-91, March.
    18. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    19. Uri Gneezy & Stephan Meier & Pedro Rey-Biel, 2011. "When and Why Incentives (Don't) Work to Modify Behavior," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 191-210, Fall.
    20. 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.
    21. Alan Maynard, 2012. "The powers and pitfalls of payment for performance," Health Economics, John Wiley & Sons, Ltd., vol. 21(1), pages 3-12, January.
    22. Martin Gaynor & James B. Rebitzer & Lowell J. Taylor, 2004. "Physician Incentives in Health Maintenance Organizations," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 915-931, August.
    23. Buckley, Neil & Cuff, Katherine & Hurley, Jeremiah & Mestelman, Stuart & Thomas, Stephanie & Cameron, David, 2015. "Support for public provision of a private good with top-up and opt-out: A controlled laboratory experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 111(C), pages 177-196.
    24. John A. List, 2011. "Why Economists Should Conduct Field Experiments and 14 Tips for Pulling One Off," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 3-16, Summer.
    25. 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.
    26. 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.
    27. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    28. Cutler, David M, 1995. "The Incidence of Adverse Medical Outcomes under Prospective Payment," Econometrica, Econometric Society, vol. 63(1), pages 29-50, January.
    29. Dan Ariely & Uri Gneezy & George Loewenstein & Nina Mazar, 2009. "Large Stakes and Big Mistakes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 451-469.
    30. 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.
    31. Burke, Mary A. & Fournier, Gary M. & Prasad, Kislaya, 2010. "Geographic variations in a model of physician treatment choice with social interactions," Journal of Economic Behavior & Organization, Elsevier, vol. 73(3), pages 418-432, March.
    32. 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.
    33. Eszter Czibor & David Jimenez‐Gomez & John A. List, 2019. "The Dozen Things Experimental Economists Should Do (More of)," Southern Economic Journal, John Wiley & Sons, vol. 86(2), pages 371-432, October.
    34. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
    35. David Huffman & Michael Bognanno, 2018. "High-Powered Performance Pay and Crowding Out of Nonmonetary Motives," Management Science, INFORMS, vol. 64(10), pages 4669-4680, October.
    36. repec:feb:artefa:0110 is not listed on IDEAS
    37. 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.
    38. 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.
    39. Van de ven, Wynand P.M.M. & Ellis, Randall P., 2000. "Risk adjustment in competitive health plan markets," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 14, pages 755-845, Elsevier.
    40. 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.
    41. 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.
    42. 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.
    43. 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.
    44. Baker, George P, 1992. "Incentive Contracts and Performance Measurement," Journal of Political Economy, University of Chicago Press, vol. 100(3), pages 598-614, June.
    45. 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.
    46. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    47. 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.
    48. Katherine Baicker & Dana Goldman, 2011. "Patient Cost-Sharing and Healthcare Spending Growth," Journal of Economic Perspectives, American Economic Association, vol. 25(2), pages 47-68, Spring.
    49. Armin Falk & Ernst Fehr & Christian Zehnder, 2006. "Fairness Perceptions and Reservation Wages—the Behavioral Effects of Minimum Wage Laws," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1347-1381.
    50. 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.
    51. Siciliani, Luigi, 2009. "Paying for performance and motivation crowding out," Economics Letters, Elsevier, vol. 103(2), pages 68-71, May.
    52. Katherine Donato & Grant Miller & Manoj Mohanan & Yulya Truskinovsky & Marcos Vera-Hernández, 2017. "Personality Traits and Performance Contracts: Evidence from a Field Experiment among Maternity Care Providers in India," American Economic Review, American Economic Association, vol. 107(5), pages 506-510, May.
    53. Samuel Bowles & Sandra Polania-Reyes, 2012. "Economic Incentives and Social Preferences: Substitutes or Complements?," Journal of Economic Literature, American Economic Association, vol. 50(2), pages 368-425, June.
    54. Kreps, David M, 1997. "Intrinsic Motivation and Extrinsic Incentives," American Economic Review, American Economic Association, vol. 87(2), pages 359-364, May.
    55. Eijkenaar, Frank & Emmert, Martin & Scheppach, Manfred & Schöffski, Oliver, 2013. "Effects of pay for performance in health care: A systematic review of systematic reviews," Health Policy, Elsevier, vol. 110(2), pages 115-130.
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    3. 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.
    4. 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).
    5. 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).

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    More about this item

    Keywords

    pay for performance; behavioral experiment; practice charac teristics;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets

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