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Health financing interventions and hypertension control: a narrative review and hypothetical model

Krishna D. Rao, Matti Marklund, Rajeev Cherukupalli, Zhiqi Yao, Ahmad Khairul Abrar, Shamim Jubayer, Sohel Reza Choudhury, Lawrence J. Appel, Kunihiro Matsushita
Journal of Hypertension · 2025;43(7) · 1108-1115
DOI10.1097/hjh.0000000000004021

Abstract

Financial incentives have been used extensively in low-income and middle-income countries (LMICs) to improve health and service coverage. Little is known about their effectiveness in improving hypertension outcomes. We conducted a narrative literature review to document features of select supply-side (pay-for-performance, capitation) and demand-side [conditional cash transfers (CCT), vouchers] financing interventions focused on improving hypertension outcomes in primary care settings. Our review confirmed the paucity of studies, especially from LMICs. Pay-for-performance and capitation had small effects on screening, prescription practices, and blood pressure (BP) control. CCTs had mixed effects on screening and modest effects on BP control. Information on causal pathways, unintended consequences, and the use of vouchers was sparse. We then developed a conceptual model identifying pathways through which financing interventions influence hypertension outcomes. Based on this model, simulations in the context of Bangladesh indicated that pay-for-performance demands substantial financial resources but could become more favorable with increased treatment coverage.

Keywords

MedicinePsychological interventionCapitationContext (archaeology)Pay for performanceIncentiveHealth carePublic economicsFinanceNursing

Author affiliations

Krishna D. Rao
Johns Hopkins University
iD0000-0001-9347-3648
Matti Marklund
Uppsala University
iD0000-0002-3320-796X
Rajeev Cherukupalli
Johns Hopkins University
Zhiqi Yao
Johns Hopkins University
iD0000-0001-6356-1524
Ahmad Khairul Abrar
National Heart Foundation Hospital & Research Institute
iD0000-0002-7122-4576
Shamim Jubayer
National Heart Foundation Hospital & Research Institute
iD0000-0002-8595-1993
Sohel Reza Choudhury
National Heart Foundation Hospital & Research Institute
iD0000-0002-7498-4634
Lawrence J. Appel
Johns Hopkins University
iD0000-0002-0673-6823
Kunihiro Matsushita
Johns Hopkins University
iD0000-0002-7179-718X

Article history

Published
02 Apr 2025
How to cite this
Krishna D. Rao, Matti Marklund, Rajeev Cherukupalli, Zhiqi Yao, Ahmad Khairul Abrar, Shamim Jubayer, Sohel Reza Choudhury, Lawrence J. Appel, & Kunihiro Matsushita. (2025). Health financing interventions and hypertension control: a narrative review and hypothetical model.  Journal of Hypertension, 43(7), 1108-1115. https://doi.org/10.1097/hjh.0000000000004021
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Health financing interventions and hypertension control: a narrative review and hypothetical model | NHFB Dept. of Epidemiology