Evidence map›Paper›PMID 41960043›Full record

ArticleJournal of public health in Africa2026

Lessons learned in implementing an Alcoholics Anonymous peer support model in Lilongwe, Malawi.

Katherine Boyd, Chifundo S Tepeka, Thomas W Psyata, Tommy Mthepheya, Thuy Bui, Caroline Kensler, Phillip Wagner

Abstract read
In one paragraph

Article in Journal of public health in Africa, 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

7 authors.

Katherine BoydDepartment of Internal Medicine, University of Pittsburgh Medical Center, Pittsburgh, United States of America.ORCID https://orcid.org/0009-0009-6209-259X
Chifundo S TepekaDepartment of Internal Medicine, Kamuzu Central Hospital, Lilongwe, Malawi.ORCID https://orcid.org/0009-0002-7369-6443
Thomas W PsyataDepartment of Internal Medicine, Kamuzu Central Hospital, Lilongwe, Malawi.ORCID https://orcid.org/0009-0002-6297-7856
Tommy MthepheyaDepartment of Internal Medicine, Kamuzu Central Hospital, Lilongwe, Malawi.ORCID https://orcid.org/0000-0003-1006-5783
Thuy BuiDepartment of Internal Medicine, University of Pittsburgh Medical Center, Pittsburgh, United States of America.ORCID https://orcid.org/0000-0002-1014-1195
Caroline KenslerDepartment of Internal Medicine, Johns Hopkins School of Medicine, Baltimore, United States of America.ORCID https://orcid.org/0009-0005-0233-6047
Phillip WagnerDepartment of Internal Medicine, Johns Hopkins School of Medicine, Baltimore, United States of America.ORCID https://orcid.org/0000-0001-5233-9346

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41960043
PMCPMC13058521

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.