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Uncertainty about the effort–performance relationship in threshold-based payment schemes

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  • Oxholm, Anne Sophie
  • Kristensen, Søren Rud
  • Sutton, Matt

Abstract

Incentive schemes often feature a threshold beyond which providers receive no additional payment for performance. We investigate whether providers’ uncertainty about the relationship between effort and measured performance leads to financially unrewarded performance in such schemes. Using data from the British Quality and Outcomes Framework, we proxy general practitioners’ uncertainty about the effort–performance relationship by their experience with the scheme and their span of control. We find evidence that providers respond to uncertainty by exerting financially unrewarded performance, suggesting that uncertainty may be a mechanism by which payers can extract unrewarded performance.

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  • Oxholm, Anne Sophie & Kristensen, Søren Rud & Sutton, Matt, 2018. "Uncertainty about the effort–performance relationship in threshold-based payment schemes," Journal of Health Economics, Elsevier, vol. 62(C), pages 69-83.
  • Handle: RePEc:eee:jhecon:v:62:y:2018:i:c:p:69-83
    DOI: 10.1016/j.jhealeco.2018.09.003
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    References listed on IDEAS

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    1. 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.
    2. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    3. 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.
    4. Dionne, Georges & Contandriopoulos, Andre-Pierre, 1985. "Doctors and their workshops : A review article," Journal of Health Economics, Elsevier, vol. 4(1), pages 21-33, March.
    5. Oddvar Kaarboe & Luigi Siciliani, 2011. "Multi‐tasking, quality and pay for performance," Health Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 225-238, February.
    6. 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.
    7. Moscelli, Giuseppe & Siciliani, Luigi & Gutacker, Nils & Cookson, Richard, 2018. "Socioeconomic inequality of access to healthcare: Does choice explain the gradient?," Journal of Health Economics, Elsevier, vol. 57(C), pages 290-314.
    8. Xianming Zhou & Peter L. Swan, 2003. "Performance Thresholds in Managerial Incentive Contracts," The Journal of Business, University of Chicago Press, vol. 76(4), pages 665-696, October.
    9. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    10. Holmstrom, Bengt & Milgrom, Paul, 1991. "Multitask Principal-Agent Analyses: Incentive Contracts, Asset Ownership, and Job Design," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 7(0), pages 24-52, Special I.
    11. Eggleston, Karen, 2005. "Multitasking and mixed systems for provider payment," Journal of Health Economics, Elsevier, vol. 24(1), pages 211-223, January.
    12. Oxholm, Anne Sophie, 2016. "Physician Response to Target-Based Performance Payment," DaCHE discussion papers 2016:9, University of Southern Denmark, Dache - Danish Centre for Health Economics.
    13. George Baker, 2002. "Distortion and Risk in Optimal Incentive Contracts," Journal of Human Resources, University of Wisconsin Press, vol. 37(4), pages 728-751.
    14. 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.
    15. Frank Eijkenaar, 2013. "Key issues in the design of pay for performance programs," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(1), pages 117-131, February.
    16. Matt Sutton & Ross Elder & Bruce Guthrie & Graham Watt, 2010. "Record rewards: the effects of targeted quality incentives on the recording of risk factors by primary care providers," Health Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 1-13, January.
    17. Miltiadis Makris & Luigi Siciliani, 2013. "Optimal Incentive Schemes for Altruistic Providers," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 15(5), pages 675-699, October.
    18. Yan Feng & Ada Ma & Shelley Farrar & Matt Sutton, 2015. "The Tougher the Better: An Economic Analysis of Increased Payment Thresholds on the Performance of General Practices," Health Economics, John Wiley & Sons, Ltd., vol. 24(3), pages 353-371, March.
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    Cited by:

    1. Mauro Laudicella & Paolo Li Donni, 2022. "The dynamic interdependence in the demand of primary and emergency secondary care: A hidden Markov approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(3), pages 521-536, April.
    2. 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).
    3. Deng, Zhongqi & Jiang, Nan & Pang, Ruizhi, 2021. "Factor-analysis-based directional distance function: The case of New Zealand hospitals," Omega, Elsevier, vol. 98(C).
    4. Galina Besstremyannaya & Sergei Golovan, 2019. "Reconsideration of a simple approach to quantile regression for panel data: a comment on the Canay (2011) fixed effects estimator," Working Papers w0249, Center for Economic and Financial Research (CEFIR).
    5. Galina Besstremyannaya & Sergei Golovan, 2019. "Reconsideration of a simple approach to quantile regression for panel data: a comment on the Canay (2011) fixed effects estimator," Working Papers w0249, New Economic School (NES).

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    More about this item

    Keywords

    Pay for performance; Uncertainty; Threshold; Provider behaviour;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General

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