Evidence map›Paper›PMID 41179533›Full record

ArticleAfrican health sciences2025

Bridging the biostatistics gap in African health research: An urgent call to action.

Michal Ordak

Abstract readLetter
In one paragraph

Article in African health sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

1 author.

Michal OrdakDepartment of Pharmacotherapy and Pharmaceutical Care, Faculty of Pharmacy, Medical University of Warsaw, Banacha 1 Str., 02-097 Warsaw, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The shortage of biostatisticians across Africa continues to hinder the quality, transparency, and reproducibility of health research on the continent. Drawing on documented regional initiatives and published literature, this Letter to the Editor highlights the ongoing gap in biostatistical capacity and proposes three practical recommendations to address it. These include the organization of structured training through pan-African institutions, the promotion of existing statistical reporting guidelines such as SAMPL, and the integration of applied biostatistics into doctoral and medical education. Strengthening statistical competence through these scalable approaches could support researchers, improve the quality of published research, and foster more rigorous scientific practice throughout Africa.

Indexed as

Biomedical ResearchBiostatisticsAfricaHumansResearch DesignResearch PersonnelAfrican health researchBiostatistics

Identifiers

PMID41179533
PMCPMC12573640

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.