Evidence map›Paper›PMID 42166491›Full record

ArticlePLoS neglected tropical diseases2026

Estimating the potential impact of global research on neglected tropical diseases on population-level indicators of health access, sanitation, and research capacity.

David A Hernandez-Paez, Ivan David Lozada-Martinez, Juan David Reyes-Duque, Sulaiman Kalokoh

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

David A Hernandez-PaezCenter for Meta-Research and Scientometrics in Biomedical Sciences, Barranquilla, Colombia.
Ivan David Lozada-MartinezCenter for Meta-Research and Scientometrics in Biomedical Sciences, Barranquilla, Colombia.
Juan David Reyes-DuqueFacultad de Ciencias para la Salud, Universidad de Manizales, Caldas, Manizales, Colombia.
Sulaiman KalokohFaculty of Information and Communication Technology, Limkokwing University of Creative Technology, Freetown, Sierra Leone.ORCID https://orcid.org/0009-0004-4862-3474

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNeglected tropical diseases (NTDs) continue to affect over a billion people, disproportionately impacting low- and middle-income countries (LMICs). While scientific research on NTDs has expanded substantially over the last two decades, it remains unclear whether this growth has translated into measurable improvements in population-level health, development, or research capacity. This study aimed to evaluate the potential impact of global NTDs research on population-level indicators related to health systems, socioeconomic conditions, and research and development.

methodsWe conducted a longitudinal analysis, integrating bibliometric data from 107,251 NTDs-related publications with country-level indicators from open-access global databases. Countries were stratified by World Bank income classification. Linear regressions, meta-analyses, and meta-regressions were used to examine associations and heterogeneity across indicators and income groups.

resultsNTDs research output was significantly associated with reduced out-of-pocket health expenditures and current health spending (as % of GDP) in LICs and LMICs, and with expansion of the NTD drug pipeline in LICs and HICs. Strongest and most consistent effects were observed in the WASH domain, particularly reductions in open defecation and sanitation-related mortality. However, research capacity gains were concentrated in HICs. CONCLUSIONS AND IMPLICATIONS: While NTDs research has yielded measurable benefits in selected domains and settings, its overall population-level impact remains uneven. Enhancing scientific coherence will require intentional alignment of research agendas with health system needs, equity-driven funding, and stronger translation mechanisms in resource-limited settings.

Indexed as

Biomedical ResearchHealth Services AccessibilityNeglected DiseasesSanitationTropical MedicineDeveloping CountriesGlobal HealthHumansLongitudinal Studies

Identifiers

PMID42166491
PMCPMC13218535

What OpenQuestion holds

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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.