Evidence map›Paper›PMID 30192765›Full record

Observational studyPloS one2018

Efficiency of HIV services in Nigeria: Determinants of unit cost variation of HIV counseling and testing and prevention of mother-to-child transmission interventions.

Sergio Bautista-Arredondo, Gina La Hera-Fuentes, David Contreras-Loya, Ada Kwan, S Janae Van Buren, Ogbonna O Amanze, Akinyemi Atobatele, Adedayo Adeyemi, Emmanuel Abatta, Kayode M Ogungbemi and 1 more

Abstract readObservational Study
In one paragraph

Observational study in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 3 pooled it
–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

12 citing papers in PubMed, 3 syntheses or guidelines pooled it.

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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.

Sergio Bautista-ArredondoNational Institute of Public Health (INSP), Cuernavaca, Mexico.ORCID 0000-0001-8910-3011
Gina La Hera-FuentesNational Institute of Public Health (INSP), Cuernavaca, Mexico.
David Contreras-LoyaSchool of Public Health, University of California, Berkeley, California, United States of America.
Ada KwanSchool of Public Health, University of California, Berkeley, California, United States of America.
S Janae Van BurenNational Institute of Public Health (INSP), Cuernavaca, Mexico.
Ogbonna O AmanzeNational Agency for the Control of AIDS (NACA), Abuja, Nigeria.
Akinyemi AtobateleUnited States Agency for International Development (USAID), Abuja, Nigeria.
Adedayo AdeyemiCentre for Infectious Disease Research and Evaluation, Abuja, Nigeria.
Emmanuel AbattaFederal Ministry of Health (FMoH), Abuja, Nigeria.
Kayode M OgungbemiNational Agency for the Control of AIDS (NACA), Abuja, Nigeria.
Sandra G Sosa-RubíNational Institute of Public Health (INSP), Cuernavaca, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLike most countries with a substantial HIV burden, Nigeria continues to face challenges in reaching coverage targets of HIV services. A fundamental problem is stagnated funding in recent years. Improving efficiency is therefore paramount to effectively scale-up HIV services. In this study, we estimated the facility-level average costs (or unit costs) of HIV Counseling and Testing (HCT) and Prevention of Mother-to-Child Transmission (PMTCT) services and characterized determinants of unit cost variation. We investigated the role of service delivery modalities and the link between facility-level management practices and unit cost variability along both services' cascades.

methodsWe conducted a cross-sectional, observational, micro-costing study in Nigeria between December 2014 and May 2015 in 141 HCT, and 137 PMTCT facilities, respectively. We retrospectively collected relevant input quantities (personnel, supplies, utilities, capital, and training), input prices, and output data for the year 2013. Staff costs were adjusted using time-motion methods. We estimated the facility-level average cost per service along the HCT and PMTCT service cascades and analyzed their composition and variability. Through linear regressions analysis, we identified aspects of service delivery and management practices associated with unit costs variations.

resultsThe weighted average cost per HIV-positive client diagnosed through HCT services was US$130. The weighted average cost per HIV-positive woman on prophylaxis in PMTCT services was US$858. These weighted values are estimates of nationally representative unit costs in Nigeria. For HCT, the facility-level unit costs per client tested and per HIV-positive client diagnosed were US$30 and US$1,364, respectively; and the median unit costs were US$17 and US$245 respectively. For PMTCT, the facility-level unit costs per woman tested, per HIV-positive woman diagnosed, and per HIV-positive woman on prophylaxis were US$46, US$2,932, and US$3,647, respectively, and the median unit costs were US$24, US$1,013 and US$1,448, respectively. Variability in costs across facilities was principally explained by the number of patients, integration of HIV services, task shifting, and the level of care. DISCUSSION: Our findings demonstrate variability in unit costs across facilities. We found evidence consistent with economies of scale and scope, and efficiency gains in facilities implementing task-shifting. Our results could inform program design by suggesting ways to improve resource allocation and efficiently scale-up the HIV response in Nigeria. Some of our findings might also be relevant for other settings.

Indexed as

AlgorithmsAnti-HIV AgentsCost-Benefit AnalysisCounselingCross-Sectional StudiesFemaleHIV InfectionsHumansInfantInfectious Disease Transmission, VerticalMass ScreeningModels, EconomicNigeriaQuality of Health CareRetrospective StudiesAnti-HIV Agents

Identifiers

PMID30192765
PMCPMC6128456

What OpenQuestion holds

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Registered trials

None linked

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.