Evidence map›Paper›PMID 36962591›Full record

ArticlePLOS global public health2022

Improving the efficiency of scale-up and deployment of community health workers in Mali: A geospatial analysis.

Nicholas P Oliphant, Zeynabou Sy, Brehima Koné, Mohamed Berthé, Madeleine Beebe, Moussa Samake, Mamoutou Diabaté, Salimata Tounkara, Borodjan Diarra, Amadou B Diarra and 6 more

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Article in PLOS global public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

16 authors.

Nicholas P OliphantUniversity of the Western Cape, School of Public Health, Bellville, Republic of South Africa.ORCID https://orcid.org/0000-0001-8519-354X
Zeynabou SyFaculty of Medicine, GeoHealth group, Institute of Global Health, University of Geneva, Geneva, Switzerland.
Brehima KonéMinistère de la Santé et du Développement Social du Mali, Direction Générale de la Santé et de l'Hygiène Publique, Bamako, Mali.
Mohamed BerthéMinistère de la Santé et du Développement Social du Mali, L'Unité de Mise en Œuvre de Renforcement du Système de Santé, Bamako, Mali.
Madeleine BeebeMinistère de la Santé et du Développement Social du Mali, L'Unité de Mise en Œuvre de Renforcement du Système de Santé, Bamako, Mali.
Moussa SamakeMinistère de la Santé et du Développement Social du Mali, Cellule de Planification et de Statistique Secteur Santé, Développment Social et Promotion de la Famille, Bamako, Mali.
Mamoutou DiabatéMinistère de la Santé et du Développement Social du Mali, Direction National de la Santé, Bamako, Mali.
Salimata TounkaraMinistère de la Santé et du Développement Social du Mali, Direction Générale de la Santé et de l'Hygiène Publique, Bamako, Mali.
Borodjan DiarraMinistère de la Santé et du Développement Social du Mali, Direction Générale de la Santé et de l'Hygiène Publique, Bamako, Mali.
Amadou B DiarraMinistère de la Santé et du Développement Social du Mali, L'Unité de Mise en Œuvre de Renforcement du Système de Santé, Bamako, Mali.
Cheickna H DiawaraMinistère de la Santé et du Développement Social du Mali, L'Unité de Mise en Œuvre de Renforcement du Système de Santé, Bamako, Mali.
Tsvetana YakimovaThe Global Fund to Fight AIDS, Tuberculosis, and Malaria, Geneva, Switzerland.
Sonia FlorisseThe Global Fund to Fight AIDS, Tuberculosis, and Malaria, Geneva, Switzerland.
Debra JacksonUniversity of the Western Cape, School of Public Health, Bellville, Republic of South Africa.
Nicolas RayFaculty of Medicine, GeoHealth group, Institute of Global Health, University of Geneva, Geneva, Switzerland.ORCID https://orcid.org/0000-0002-4696-5313
Tanya DohertyUniversity of the Western Cape, School of Public Health, Bellville, Republic of South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Optimising the scale and deployment of community health workers (CHWs) is important for maximizing geographical accessibility of integrated primary health care (PHC) services. Yet little is known about approaches for doing so. We used geospatial analysis to model optimised scale-up and deployment of CHWs in Mali, to inform strategic and operational planning by the Ministry of Health and Social Development. Accessibility catchments were modelled based on travel time, accounting for barriers to movement. We compared geographic coverage of the estimated population, under-five deaths, and plasmodium falciparum (Pf) malaria cases across different hypothetical optimised CHW networks and identified surpluses and deficits of CHWs compared to the existing CHW network. A network of 15 843 CHW, if optimally deployed, would ensure that 77.3% of the population beyond 5 km of the CSCom (community health centre) and CSRef (referral health facility) network would be within a 30-minute walk of a CHW. The same network would cover an estimated 59.5% of U5 deaths and 58.5% of Pf malaria cases. As an intermediary step, an optimised network of 4 500 CHW, primarily filling deficits of CHW in the regions of Kayes, Koulikoro, Sikasso, and Ségou would ensure geographic coverage for 31.3% of the estimated population. There were no important differences in geographic coverage percentage when prioritizing CHW scale-up and deployment based on the estimated population, U5 deaths, or Pf malaria cases. Our geospatial analysis provides useful information to policymakers and planners in Mali for optimising the scale-up and deployment of CHW and, in turn, for maximizing the value-for-money of resources of investment in CHWs in the context of the country's health sector reform. Countries with similar interests in optimising the scale and deployment of their CHW workforce may look to Mali as an exemplar model from which to learn.

Identifiers

PMID36962591
PMCPMC10021816

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LicenceCC BY
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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.