National Heart Foundation Hospital & Research InstituteDept. of Epidemiology and Research

PublicationsJournal of Hypertension, 2025 · Review

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 · doi:10.1097/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 Medicine · Psychological intervention · Capitation · Context (archaeology) · Pay for performance · Incentive · Health care · Public economics · Finance · Nursing

Cite this paper

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

Authors and affiliations

  1. Krishna D. Rao

    Johns Hopkins University

    ORCID 0000-0001-9347-3648
  2. Matti Marklund

    Uppsala University

    ORCID 0000-0002-3320-796X
  3. Rajeev Cherukupalli

    Johns Hopkins University

  4. Zhiqi Yao

    Johns Hopkins University

    ORCID 0000-0001-6356-1524
  5. Ahmad Khairul Abrar

    National Heart Foundation Hospital & Research Institute

    ORCID 0000-0002-7122-4576
  6. Shamim Jubayer

    National Heart Foundation Hospital & Research Institute

    ORCID 0000-0002-8595-1993
  7. Sohel Reza Choudhury

    National Heart Foundation Hospital & Research Institute

    ORCID 0000-0002-7498-4634
  8. Lawrence J. Appel

    Johns Hopkins University

    ORCID 0000-0002-0673-6823
  9. Kunihiro Matsushita

    Johns Hopkins University

    ORCID 0000-0002-7179-718X