Evidence map›Paper›PMID 37794389›Full record

SynthesisBMC medicine2023

Impacts of performance-based financing on health system performance: evidence from the Democratic Republic of Congo.

Gil Shapira, Emma Clarke-Deelder, Baudouin Makuma Booto, Hadia Samaha, György Bèla Fritsche, Michel Muvudi, Dominique Baabo, Delphin Antwisi, Didier Ramanana, Saloua Benami and 1 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Observational
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Gil ShapiraThe World Bank, Washington, D.C., USA. gshapira@worldbank.org.ORCID http://orcid.org/0000-0002-1138-7269
Emma Clarke-DeelderThe Swiss Tropical and Public Health Institute and University of Basel, Basel, Switzerland.
Baudouin Makuma BootoMinistry of Public Health, Kinshasa, Democratic Republic of Congo.
Hadia SamahaThe World Bank, Washington, D.C., USA.
György Bèla FritscheThe World Bank, Washington, D.C., USA.
Michel MuvudiThe World Bank, Washington, D.C., USA.
Dominique BaaboMinistry of Public Health, Kinshasa, Democratic Republic of Congo.
Delphin AntwisiMinistry of Public Health, Kinshasa, Democratic Republic of Congo.
Didier RamananaMinistry of Public Health, Kinshasa, Democratic Republic of Congo.
Saloua BenamiThe World Bank, Washington, D.C., USA.
Günther FinkThe Swiss Tropical and Public Health Institute and University of Basel, Basel, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealth systems' weakness remains one of the primary obstacles towards achieving universal access to quality healthcare in low-income settings. Performance-based financing (PBF) programs have been increasingly used to increase access to quality care in LMICs. However, evidence on the impacts of these programs remains fragmented and inconclusive. We analyze the health system impacts of the PBF program in the Democratic Republic of the Congo (DRC), one of the largest such programs introduced in LMICs to date.

methodsWe used a health systems perspective to analyze the benefits of PBF relative to unconditional financing of health facilities. Fifty-eight health zones in six provinces were randomly assigned to either a control group (28 zones) in which facilities received unconditional transfers or to a PBF program (30 zones) that started at the end of 2016. Follow-up data collection took place in 2021-2022 and included health facility assessments, health worker interviews, direct observations of consultations and deliveries, patient exit interviews, and household surveys. Using multivariate regression models, we estimated the impact of the program on 55 outcomes in seven health system domains: structural quality, technical process quality, non-technical process quality, service fees, facility management, providers' satisfaction, and service coverage. We used random-effects meta-analysis to generate pooled average estimates within each domain.

resultsThe PBF program improved the structural quality of health facilities by 4 percentage points (ppts) (95% CI 0.01-0.08), technical process quality by 5 ppts (0.03-0.07), and non-technical process by 2 ppts (0-0.04). PBF also increased coverage of priority health services by 3 ppts (0.02-0.04). Improvements were also observed for facility management (9 ppts, 0.04-0.15), service fee policies, and users' satisfaction with service affordability (14 ppts, 0.07-0.20). Service fees and health workers' satisfaction were not affected by the program.

conclusionsThe results suggest that well-designed PBF programs can lead to improvements in most health systems domains relative to comparable unconditional financing. However, the large persisting gaps suggest that additional changes, such as allocating more resources to the health system and reforming the human resources for health management, will be necessary in DRC to achieve the ambitious global universal health coverage and mortality goals.

trial registrationAmerican Economics Association Trial registry AEARCTR-0002880.

Indexed as

Quality of Health CareReimbursement, IncentiveDemocratic Republic of the CongoHealth FacilitiesHealth ServicesHumansHealth systemsMaternal and child healthPerformance-based financingQuality of care

Identifiers

PMID37794389
PMCPMC10552286

What OpenQuestion holds

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Registered trials

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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.