Evidence map›Paper›PMID 38722023›Full record

ArticleHealth policy and planning2024

Human resource challenges in health systems: evidence from 10 African countries.

Ashley Sheffel, Kathryn G Andrews, Ruben Conner, Laura Di Giorgio, David K Evans, Roberta Gatti, Magnus Lindelow, Jigyasa Sharma, Jakob Svensson, Waly Wane and 1 more

Abstract read
In one paragraph

Article in Health policy and planning, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

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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.

Ashley SheffelDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St., Baltimore, MD 21205, United States.
Kathryn G AndrewsWorld Bank, 1818 H Street, NW Washington, DC 20433, United States.
Ruben ConnerWorld Bank, 1818 H Street, NW Washington, DC 20433, United States.
Laura Di GiorgioWorld Bank, 1818 H Street, NW Washington, DC 20433, United States.
David K EvansInter-American Development Bank, 1300 New York Avenue NW, Washington, DC 20577, United States.
Roberta GattiWorld Bank, 1818 H Street, NW Washington, DC 20433, United States.
Magnus LindelowWorld Bank, 1818 H Street, NW Washington, DC 20433, United States.
Jigyasa SharmaWorld Bank, 1818 H Street, NW Washington, DC 20433, United States.
Jakob SvenssonStockholm University, Institute for International Economic Studies, Universitetsvägen 10A, Stockholm 114 18, Sweden.
Waly WaneWorld Bank, Rue Washington, Abidjan, Côte d'Ivoire.
Anna Welander TärnebergCentre for Economic Demography and Department of Economic History, Lund University School of Economics and Management, Scheelevägen 15B, Lund 223 63, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sub-Saharan Africa has fewer medical workers per capita than any region of the world, and that shortage has been highlighted consistently as a critical constraint to improving health outcomes in the region. This paper draws on newly available, systematic, comparable data from 10 countries in the region to explore the dimensions of this shortage. We find wide variation in human resources performance metrics, both within and across countries. Many facilities are barely staffed, and effective staffing levels fall further when adjusted for health worker absences. However, caseloads-while also varying widely within and across countries-are also low in many settings, suggesting that even within countries, deployment rather than shortages, together with barriers to demand, may be the principal challenges. Beyond raw numbers, we observe significant proportions of health workers with very low levels of clinical knowledge on standard maternal and child health conditions. This study highlights that countries may need to invest broadly in health workforce deployment, improvements in capacity and performance of the health workforce, and on addressing demand constraints, rather than focusing narrowly on increases in staffing numbers.

Indexed as

Health PersonnelHealth WorkforceAfrica South of the SaharaDelivery of Health CareHealth Services Needs and DemandHumansdeveloping countrieshealth systems researchHuman resourcesinternational healthknowledgequality of carestaffing levels

Identifiers

PMID38722023
PMCPMC11308604

What OpenQuestion holds

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LicenceCC BY
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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.