Trial reportBMC medicine2021
Decentralized facility financing versus performance-based payments in primary health care: a large-scale randomized controlled trial in Nigeria.
Trial report in BMC medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03890653 (Impact Evaluation of the Nigeria State Health Program Investment Credit), which is not on this map. Cited by 16 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Impact Evaluation of the Nigeria State Health Program Investment Credit (NSHPIC)
Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.
- Effects of different payment methods on perinatal care outcomes: a systematic review.BMC health services research · 2025Pooled it
- Economic evaluation of financial incentives for maternal and child health in the Democratic Republic of the Congo (DRC): a decision-tree modelling based on a cluster randomized controlled trial.Global health research and policy · 2025Trial
- Review
- Does dosage matter? Effects of results-based financing layered on top of less comprehensive direct facility financing in Tanzania.Health policy and planning · 2026Article
- Making Bricks from Straw: Resources and Productivity in Health Care.The American economic review · 2026Article
- Using performance-based grants to subnational governments to improve health outcomes: a repeated cross-sectional evaluation of the Saving One Million Lives Programme in Nigeria.BMJ public health · 2026Article
- Using causal loop diagrams to explore the maternal and child health system response to payment for performance in Zambia, and it's generalisability across settings.SSM - health systems · 2025Article
- Know-do gaps in the clinical management of childhood illness: evidence from three countries in sub-Saharan Africa.BMC public health · 2025Observational
- The effect of performance-based financing interventions on health worker motivation and job satisfaction: experimental evidence from six national pilots.Health policy and planning · 2025Article
- The effects of decentralized financing and funding levels on the breadth of services and structural quality to provide those services in primary health facilities in Nigeria.BMC health services research · 2025Article
- Health system evaluation: new options, opportunities and limits.Bulletin of the World Health Organization · 2024Article
- Health reform in Nigeria: the politics of primary health care and universal health coverage.Health policy and planning · 2024Article
- Impact of health system governance on healthcare quality in low-income and middle-income countries: a scoping review.BMJ open · 2023Article
- Article
- Assessment of strategic healthcare purchasing and financial autonomy in Tanzania: the case of results-based financing and health basket fund.Frontiers in public health · 2023Article
- Reviewing the evidence on health financing for effective coverage: do financial incentives work?BMJ global health · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHealth system financing presents a challenge in many developing countries. We assessed two reform packages, performance-based financing (PBF) and direct facility financing (DFF), against each other and business-as-usual for maternal and child healthcare (MCH) provision in Nigeria.
methodsWe sampled 571 facilities (269 in PBF; 302 in DFF) in 52 districts randomly assigned to PBF or DFF, and 215 facilities in 25 observable-matched control districts. PBF facilities received $2 ($1 for operating grants plus $1 for bonuses) for every $1 received by DFF facilities (operating grants alone). Both received autonomy, supervision, and enhanced community engagement, isolating the impact of additional performance-linked facility and health worker payments. Facilities and households with recent pregnancies in facility catchments were surveyed at baseline (2014) and endline (2017). Outcomes were Penta3 immunization, institutional deliveries, modern contraceptive prevalence rate (mCPR), four-plus antenatal care (ANC) visits, insecticide-treated mosquito net (ITN) use by under-fives, and directly observed quality of care (QOC). We estimated difference-in-differences with state fixed effects and clustered standard errors.
resultsPBF increased institutional deliveries by 10% points over DFF and 7% over business-as-usual (p<0.01). PBF and DFF were more effective than business-as-usual for Penta3 (p<0.05 and p<0.01, respectively); PBF also for mCPR (p<0.05). Twenty-one of 26 QOC indicators improved in both PBF and DFF relative to business-as-usual (p<0.05). However, except for deliveries, PBF was as or less effective than DFF: Penta3 immunization and ITN use were each 6% less than DFF (p<0.1 for both) and QOC gains were also comparable. Utilization gains come from the middle of the rural wealth distribution (p<0.05).
conclusionsOur findings show that both PBF and DFF represent significant improvements over business-as-usual for service provision and quality of care. However, except for institutional delivery, PBF and DFF do not differ from each other despite PBF disbursing $2 for every dollar disbursed by DFF. These findings highlight the importance of direct facility financing and decentralization in improving PHC and suggest potential complementarities between the two approaches in strengthening MCH service delivery.
trial registrationClinicalTrials.gov NCT03890653 ; May 8, 2017. Retrospectively registered.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.