Evidence map›Paper›PMID 41701657›Full record

ArticlePLoS medicine2026

Eliminating ghost workers and optimizing resources to strengthen Community Health Worker programs in sub-Saharan Africa.

Temesgen Ayehu, Josiah F Joekai, Mulbah K Yorgbor, Edleen T Clark, George P Jacobs, Christine E Brooks-Jarrett, S Olasford Wiah, Sagnon Fatoumata, Moussa Dialo, Loue Dékwinzou Frederic and 12 more

Abstract read
In one paragraph

Article in PLoS medicine, 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

22 authors.

Temesgen AyehuHealth Development Partnership for Africa and the Caribbean, Kigali, Rwanda.ORCID https://orcid.org/0000-0002-9990-0273
Josiah F JoekaiCivil Service Agency, Monrovia, Liberia.
Mulbah K YorgborCivil Service Agency, Monrovia, Liberia.
Edleen T ClarkCivil Service Agency, Monrovia, Liberia.
George P JacobsMinistry of Health, Monrovia, Liberia.
Christine E Brooks-JarrettMinistry of Health, Monrovia, Liberia.
S Olasford WiahMinistry of Health, Monrovia, Liberia.
Sagnon FatoumataMinistry of Civil Service, Labor and Social Protection, Ouagadougou, Burkina Faso.
Moussa DialoMinistry of Health, Ouagadougou, Burkina Faso.
Loue Dékwinzou FredericMinistry of Health, Ouagadougou, Burkina Faso.
Brima O KamaraMinistry of Health, Freetown, Sierra Leone.
Christine E E WilliamsMinistry of Health, Freetown, Sierra Leone.ORCID https://orcid.org/0000-0001-7858-2854
Mohamed S T KamaraMinistry of Public Administration and Political Affairs, Freetown, Sierra Leone.
Matthew BeckhioMinistry of Public Administration and Political Affairs, Freetown, Sierra Leone.
Adamou A MarcelinMinistry of Health and Population, Bangui, Central African Republic.
Noella Claire MbrengaMinistry of Health and Population, Bangui, Central African Republic.
Bawene EdouardMinistry of Public Service and Administrative Reform, Bangui, Central African Republic.
Sebakunzi TheirryMinistry of Health, Kigali, Rwanda.ORCID https://orcid.org/0009-0004-8348-0835
Hezagira EmeryRwanda Biomedical Center, Kigali, Rwanda.
Theophile DushimeHealth Development Partnership for Africa and the Caribbean, Kigali, Rwanda.
Hudad BarryHealth Development Partnership for Africa and the Caribbean, Kigali, Rwanda.
Haileyesus GetahunHealth Development Partnership for Africa and the Caribbean, Kigali, Rwanda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although community health workers (CHWs) play a vital role in filling health workforce gaps, they remain inadequately compensated due to insufficient domestic financing. In this Policy Forum article, Temesgen Ayehu and colleagues discuss how elimination of ghost workers and healthcare reform in Sub-Saharan Africa can release funds to properly pay and integrate CHWs into civil service programs.

Indexed as

Community Health ServicesCommunity Health WorkersHealth ResourcesAfrica South of the SaharaHealth Care ReformHumansPublic Health Infrastructure

Identifiers

PMID41701657
PMCPMC12912599

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.