Evidence map›Paper›PMID 38855056›Full record

ArticleHealth affairs scholar2024

The medical competence of health care providers in sub-Saharan Africa: Evidence from 16 127 providers across 11 countries.

Benjamin Daniels, Andres Yi Chang, Roberta Gatti, Jishnu Das

Abstract read
In one paragraph

Article in Health affairs scholar, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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  5. Article
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

4 authors.

Benjamin DanielsMcCourt School of Public Policy, Georgetown University, Washington, DC 20057, United States.ORCID https://orcid.org/0000-0001-9652-6653
Andres Yi ChangOffice of the Chief Economist for Human Development, The World Bank, Washington, DC 20433, United States.ORCID https://orcid.org/0000-0003-0435-9072
Roberta GattiOffice of the Chief Economist for Middle East and North Africa, The World Bank, Washington, DC 20433, United States.
Jishnu DasMcCourt School of Public Policy and the Walsh School of Foreign Service, Georgetown University, Washington, DC 20057, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite a consensus that quality of care is critically deficient in low-income countries, few nationally representative studies provide comparable measures of quality of care across countries. To address this gap, we used nationally representative data from in-person administrations of clinical vignettes to measure the competence of 16 127 health care providers across 11 sub-Saharan African countries. Rather than large variations across countries, we found that 81% of the variation in competence is within countries and the characteristics of health care providers do not explain most of this variation. Professional qualifications-including cadre and education-are only weakly associated with competence: across our sample, one-third of nurses are more competent than the average doctor in the same country and one-quarter of doctors are less competent than the average nurse. Finally, while younger cohorts do tend to be more competent, perhaps reflecting improvements in medical education, it would take 25 decades of turnover to improve care by 10 percentage points, on average, if we were to rely on such improvements alone. These patterns necessitate a fundamentally different approach to health care human resource management, calling into question typical staffing policies based on qualifications and seniority rather than directly measured quality.

Indexed as

health care providershealth systemsmedical vignettesquality of careSDIservice delivery indicatorssub-Saharan Africa

Identifiers

PMID38855056
PMCPMC11157171

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.