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Effect of Paying for Performance on Utilisation, Quality, and User Costs of Health Services in Tanzania: A Controlled Before and After Study

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  • Peter Binyaruka
  • Edith Patouillard
  • Timothy Powell-Jackson
  • Giulia Greco
  • Ottar Maestad
  • Josephine Borghi

Abstract

Background: Despite widespread implementation across Africa, there is limited evidence of the effect of payment for performance (P4P) schemes in low income countries on the coverage of quality services and affordability, consistent with universal health coverage objectives. We examined the effect of a government P4P scheme on utilisation, quality, and user costs of health services in Tanzania. Methods: We evaluated the effects of a P4P scheme on utilisation of all maternal and child immunization services targeted by the scheme, and non-targeted general outpatient service use. We also evaluated effects on patient satisfaction with care and clinical content of antenatal care, and user costs. The evaluation was done in 150 facilities across all 7 intervention districts and 4 comparison districts with two rounds of data collection over 13-months in January 2012 and February 2013. We sampled 3000 households of women who had delivered in the 12 months prior to interview; 1500 patients attending health facilities for targeted and non-targeted services at each round of data collection. Difference-in-difference regression analysis was employed. Findings: We estimated a significant positive effect on two out of eight targeted indicators. There was an 8.2% (95% CI: 3.6% to 12.8%) increase in coverage of institutional deliveries among women in the intervention area, and a 10.3% (95% CI: 4.4% to 16.1%) increase in the provision of anti-malarials during pregnancy. Use of non-targeted services reduced at dispensaries by 57.5 visits per month among children under five (95% CI: -110.2 to -4.9) and by 90.8 visits per month for those aged over five (95% CI: -156.5 to -25.2). There was no evidence of an effect of P4P on patient experience of care for targeted services. There was a 0.05 (95% CI: 0.01 to 0.10) increase in the patient satisfaction score for non-targeted services. P4P was associated with a 5.0% reduction in those paying out of pocket for deliveries (95% CI: -9.3% to -0.7%) but there was no evidence of an effect on the average amount paid. Conclusion: This study adds to the very limited evidence on the effects of P4P at scale and highlights the potential risks of such schemes in relation to non-targeted service use. Further consideration of the design of P4P schemes is required to enhance progress towards universal health coverage, and close monitoring of effects on non-targeted services and user costs should be encouraged.

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  • Peter Binyaruka & Edith Patouillard & Timothy Powell-Jackson & Giulia Greco & Ottar Maestad & Josephine Borghi, 2015. "Effect of Paying for Performance on Utilisation, Quality, and User Costs of Health Services in Tanzania: A Controlled Before and After Study," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-16, August.
  • Handle: RePEc:plo:pone00:0135013
    DOI: 10.1371/journal.pone.0135013
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    References listed on IDEAS

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    1. Bonfrer, Igna & Van de Poel, Ellen & Van Doorslaer, Eddy, 2014. "The effects of performance incentives on the utilization and quality of maternal and child care in Burundi," Social Science & Medicine, Elsevier, vol. 123(C), pages 96-104.
    2. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    3. 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.
    4. 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.
    5. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    6. Hasnain, Zahid & Manning, Nick & Pierskalla Henryk, 2012. "Performance-related pay in the public sector : a review of theory and evidence," Policy Research Working Paper Series 6043, The World Bank.
    7. Rodrigo Moreno-Serra & Christopher Millett & Peter C Smith, 2011. "Towards Improved Measurement of Financial Protection in Health," PLOS Medicine, Public Library of Science, vol. 8(9), pages 1-6, September.
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    Cited by:

    1. Cassidy, Rachel & Tomoaia-Cotisel, Andrada & Semwanga, Agnes Rwashana & Binyaruka, Peter & Chalabi, Zaid & Blanchet, Karl & Singh, Neha S. & Maiba, John & Borghi, Josephine, 2021. "Understanding the maternal and child health system response to payment for performance in Tanzania using a causal loop diagram approach," Social Science & Medicine, Elsevier, vol. 285(C).
    2. Laura Anselmi & Julius Ohrnberger & Eleonora Fichera & Pedroso Nhassengo & Quinhas F. Fernandes & Sergio Chicumbe, 2023. "The impact of performance‐based financing within local health systems: Evidence from Mozambique," Health Economics, John Wiley & Sons, Ltd., vol. 32(7), pages 1525-1549, July.
    3. Elisabeth Paul & Oriane Bodson & Valéry Ridde, 2021. "What theories underpin performance-based financing? A scoping review," ULB Institutional Repository 2013/318091, ULB -- Universite Libre de Bruxelles.
    4. Bezu, Sosina & Binyaruka, Peter & Mæstad, Ottar & Somville, Vincent, 2021. "Pay-for-performance reduces bypassing of health facilities: Evidence from Tanzania," Social Science & Medicine, Elsevier, vol. 268(C).
    5. Peter Binyaruka & Josephine Borghi, 2022. "An equity analysis on the household costs of accessing and utilising maternal and child health care services in Tanzania," Health Economics Review, Springer, vol. 12(1), pages 1-15, December.
    6. Manassé Nimpagaritse & Catherine Korachais & Bruno Meessen, 2020. "Effects in spite of tough constraints - A theory of change based investigation of contextual and implementation factors affecting the results of a performance based financing scheme extended to malnut," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-25, January.
    7. Singh, Neha S. & Kovacs, Roxanne J. & Cassidy, Rachel & Kristensen, Søren R. & Borghi, Josephine & Brown, Garrett W., 2021. "A realist review to assess for whom, under what conditions and how pay for performance programmes work in low- and middle-income countries," Social Science & Medicine, Elsevier, vol. 270(C).
    8. Mayumana, Iddy & Borghi, Jo & Anselmi, Laura & Mamdani, Masuma & Lange, Siri, 2017. "Effects of Payment for Performance on accountability mechanisms: Evidence from Pwani, Tanzania," Social Science & Medicine, Elsevier, vol. 179(C), pages 61-73.

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