Evidence map›Paper›PMID 41952125›Full record

ArticleBMC primary care2026

Technical efficiency analysis of the Basic Health Care Provision Fund for the funded primary health care facilities in Nigeria.

Toluwani Oluwatola, Oluwafisayo Ayodeji, Hilda Ebinim, Oluomachukwu Omeje, Saheed Dipo Isiaka, Folake Oni, Sidney Sampson, Stallone Ngobua, Olugbemisola W Samuel, Oluwafunmilayo Dehinbo and 6 more

Abstract read
In one paragraph

Article in BMC primary care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

16 authors.

Toluwani OluwatolaGenesis Analytics, 50 6th Road, Hyde Park, Johannesburg, 2196, South Africa. toluwanioluwatola@gmail.com.
Oluwafisayo AyodejiSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Hilda EbinimSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Oluomachukwu OmejeSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Saheed Dipo IsiakaSydani Institute for Research and Innovation, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Folake OniSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Sidney SampsonSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Stallone NgobuaSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Olugbemisola W SamuelSydani Institute for Research and Innovation, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Oluwafunmilayo DehinboSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Dolapo AjibolaSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Segun AdenipekunSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Oluwadamilare OlatunjiSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Leyira Ken-AminikpoSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Helen UkohSydani Initiative for International Development, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.
Hilary I OkagbueSydani Institute for Research and Innovation, FCT, Plot 1422, Independence Avenue, Central Business District, Federal Capital Territory, Abuja, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe National Health Act of 2014 established the Basic Health Care Provision Fund (BHCPF) to strengthen Nigeria’s primary healthcare (PHC) delivery system. With over $190 million disbursed, we conducted this study to assess the technical efficiency of the BHCPF-funded PHC centers in Nigeria.

methodsWe obtained data from a national PHC assessment conducted in 2022 led by the National Primary Healthcare Development Agency (NPHCDA). A two-stage data envelopment analysis was conducted among 3531 BHCPF-funded PHC facilities in Nigeria. In the first stage, the constant return to scale (CRS) and variable returns to scale (VRS) models were used to evaluate the technical efficiency of the PHCs using an input orientation. We used two inputs (number of clinical staff and number of facility inpatient beds) and four outputs (number of fully immunized children, outpatient attendance, antenatal care attendance, and facility deliveries). In the second stage, a Tobit regression model was used to assess the effect of the per-capita subnational allocation to health (PSAH), catchment area’s population (CAP), patient-reported quality of care (PRQoC), and patient-reported post-partum and newborn care (PPNC) on inefficiency among the PHCs.

resultsThe mean CRS and VRS efficiency scores of the 3,531 facilities were 11% (± 12%) and 30% (± 21%), respectively, with efficiency scores ranging from 1.2% to 100% for CRS and from 5.1% to 100% for VRS. The Tobit regression model showed that the exploratory variables assessed explain only 0.17% and 0.31% of the inefficiencies recorded by the CRS and VRS models among the PHC facilities. The Tobit regression model also showed that PPNC is significantly positively associated with VRS inefficiency, while the CAP and PSAH are significantly negatively associated with inefficiencies of health facilities. PRQoC was, however, not a significant determinant of the inefficiencies of health facilities.

conclusionOur study concluded that the level of efficiency of BHCPF-funded PHCs in Nigeria is very low. To improve the impact of BHCPF on Nigeria’s PHC system, there needs to be increased emphasis on efficiency. Efforts to improve efficiency should be consolidated by institutionalizing measurement of health facilities’ efficiency and tracking progress towards attaining health systems goals and universal health coverage.

Indexed as

Delivery of Health CareEfficiency, OrganizationalPrimary Health CareHumansNigeriabasic healthcare provision fund (BHCPF)data envelopment analysishealth system performanceNigeriaprimary healthcaretechnical efficiency

Identifiers

PMID41952125
PMCPMC13192069

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.