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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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    2. Deng, Zhongqi & Jiang, Nan & Pang, Ruizhi, 2021. "Factor-analysis-based directional distance function: The case of New Zealand hospitals," Omega, Elsevier, vol. 98(C).
    3. 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).
    4. 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).
    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, Center for Economic and Financial Research (CEFIR).

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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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