Financial Incentives to Increase Utilization of Reproductive, Maternal, and Child Health Services in Low- and Middle-Income Countries : A Systematic Review and Meta-Analysis

Financial incentives for health providers and households are increasingly used to improve reproductive, maternal, and child health service coverage in low- and middle-income countries. This study provides a quantitative synthesis of their effective...

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Main Authors: Neelsen, Sven, de Walque, Damien, Friedman, Jed, Wagstaff, Adam
Format: Working Paper
Language:English
Published: World Bank, Washington, DC 2021
Subjects:
Online Access:http://documents.worldbank.org/curated/undefined/426541633376367601/Financial-Incentives-to-Increase-Utilization-of-Reproductive-Maternal-and-Child-Health-Services-in-Low-and-Middle-Income-Countries-A-Systematic-Review-and-Meta-Analysis
http://hdl.handle.net/10986/36344
id okr-10986-36344
recordtype oai_dc
spelling okr-10986-363442021-10-13T05:10:43Z Financial Incentives to Increase Utilization of Reproductive, Maternal, and Child Health Services in Low- and Middle-Income Countries : A Systematic Review and Meta-Analysis Neelsen, Sven de Walque, Damien Friedman, Jed Wagstaff, Adam FINANCIAL INCENTIVE PERFORMANCE-BASED FINANCING CONDITIONAL CASH TRANSFERS VOUCHERS REPRODUCTIVE HEALTH MATERNAL HEALTH CHILD HEALTH META-ANALYSIS Financial incentives for health providers and households are increasingly used to improve reproductive, maternal, and child health service coverage in low- and middle-income countries. This study provides a quantitative synthesis of their effectiveness. A systematic review was conducted of the effects of performance-based financing, voucher, and conditional cash transfer programs on six reproductive, maternal, and child health service indicators, with eligible evidence coming from randomized controlled trials and studies using double-difference, instrumental variables, and regression discontinuity designs. Four literature searches were conducted between September 2016 and March 2021 using seven academic databases, Google Scholar, development agency and think tank websites, and previous systematic reviews. Random effects meta-analysis was used to obtain mean effect sizes. From 58 eligible references 212 impact estimates were extracted, which were synthesized into 130 program-specific effect sizes. Financial incentives increase coverage of all considered reproductive, maternal, and child health indicators, but mean effects sizes are of modest magnitude. Effect size heterogeneity is typically low to moderate, and there is no indication that study bias risk, baseline indicator levels, or a combination of provider- and household-level incentives impact effect sizes. There is, however, weak evidence that mean effect sizes are somewhat smaller for performance-based financing than for voucher and conditional cash transfer programs, and that the increase in income, rather than the incentive itself, drives coverage improvements. Financial incentives improve reproductive, maternal, and child health service coverage. If future research confirms the preliminary finding that performance-based financing has smaller effects, voucher and conditional cash transfer programs are the preferred policy option among incentive interventions to achieve higher reproductive, maternal, and child health service coverage. The relative effectiveness and efficiency of incentives compared with unconditional increases of provider and household incomes, however, need to be studied further. 2021-10-12T17:29:38Z 2021-10-12T17:29:38Z 2021-10 Working Paper http://documents.worldbank.org/curated/undefined/426541633376367601/Financial-Incentives-to-Increase-Utilization-of-Reproductive-Maternal-and-Child-Health-Services-in-Low-and-Middle-Income-Countries-A-Systematic-Review-and-Meta-Analysis http://hdl.handle.net/10986/36344 English Policy Research Working Paper;No. 9793 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo World Bank World Bank, Washington, DC Publications & Research Publications & Research :: Policy Research Working Paper
repository_type Digital Repository
institution_category Foreign Institution
institution Digital Repositories
building World Bank Open Knowledge Repository
collection World Bank
language English
topic FINANCIAL INCENTIVE
PERFORMANCE-BASED FINANCING
CONDITIONAL CASH TRANSFERS
VOUCHERS
REPRODUCTIVE HEALTH
MATERNAL HEALTH
CHILD HEALTH
META-ANALYSIS
spellingShingle FINANCIAL INCENTIVE
PERFORMANCE-BASED FINANCING
CONDITIONAL CASH TRANSFERS
VOUCHERS
REPRODUCTIVE HEALTH
MATERNAL HEALTH
CHILD HEALTH
META-ANALYSIS
Neelsen, Sven
de Walque, Damien
Friedman, Jed
Wagstaff, Adam
Financial Incentives to Increase Utilization of Reproductive, Maternal, and Child Health Services in Low- and Middle-Income Countries : A Systematic Review and Meta-Analysis
relation Policy Research Working Paper;No. 9793
description Financial incentives for health providers and households are increasingly used to improve reproductive, maternal, and child health service coverage in low- and middle-income countries. This study provides a quantitative synthesis of their effectiveness. A systematic review was conducted of the effects of performance-based financing, voucher, and conditional cash transfer programs on six reproductive, maternal, and child health service indicators, with eligible evidence coming from randomized controlled trials and studies using double-difference, instrumental variables, and regression discontinuity designs. Four literature searches were conducted between September 2016 and March 2021 using seven academic databases, Google Scholar, development agency and think tank websites, and previous systematic reviews. Random effects meta-analysis was used to obtain mean effect sizes. From 58 eligible references 212 impact estimates were extracted, which were synthesized into 130 program-specific effect sizes. Financial incentives increase coverage of all considered reproductive, maternal, and child health indicators, but mean effects sizes are of modest magnitude. Effect size heterogeneity is typically low to moderate, and there is no indication that study bias risk, baseline indicator levels, or a combination of provider- and household-level incentives impact effect sizes. There is, however, weak evidence that mean effect sizes are somewhat smaller for performance-based financing than for voucher and conditional cash transfer programs, and that the increase in income, rather than the incentive itself, drives coverage improvements. Financial incentives improve reproductive, maternal, and child health service coverage. If future research confirms the preliminary finding that performance-based financing has smaller effects, voucher and conditional cash transfer programs are the preferred policy option among incentive interventions to achieve higher reproductive, maternal, and child health service coverage. The relative effectiveness and efficiency of incentives compared with unconditional increases of provider and household incomes, however, need to be studied further.
format Working Paper
author Neelsen, Sven
de Walque, Damien
Friedman, Jed
Wagstaff, Adam
author_facet Neelsen, Sven
de Walque, Damien
Friedman, Jed
Wagstaff, Adam
author_sort Neelsen, Sven
title Financial Incentives to Increase Utilization of Reproductive, Maternal, and Child Health Services in Low- and Middle-Income Countries : A Systematic Review and Meta-Analysis
title_short Financial Incentives to Increase Utilization of Reproductive, Maternal, and Child Health Services in Low- and Middle-Income Countries : A Systematic Review and Meta-Analysis
title_full Financial Incentives to Increase Utilization of Reproductive, Maternal, and Child Health Services in Low- and Middle-Income Countries : A Systematic Review and Meta-Analysis
title_fullStr Financial Incentives to Increase Utilization of Reproductive, Maternal, and Child Health Services in Low- and Middle-Income Countries : A Systematic Review and Meta-Analysis
title_full_unstemmed Financial Incentives to Increase Utilization of Reproductive, Maternal, and Child Health Services in Low- and Middle-Income Countries : A Systematic Review and Meta-Analysis
title_sort financial incentives to increase utilization of reproductive, maternal, and child health services in low- and middle-income countries : a systematic review and meta-analysis
publisher World Bank, Washington, DC
publishDate 2021
url http://documents.worldbank.org/curated/undefined/426541633376367601/Financial-Incentives-to-Increase-Utilization-of-Reproductive-Maternal-and-Child-Health-Services-in-Low-and-Middle-Income-Countries-A-Systematic-Review-and-Meta-Analysis
http://hdl.handle.net/10986/36344
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