Evidence map›Paper›PMID 41602727›Full record

ArticleFrontiers in psychology2025

Limited scientific coherence between global mental health research and indicators of science, health, mental health, and society: a longitudinal analysis across world regions.

David A Hernández-Paez, Mónica Acuña-Rodríguez, Nacira Maria Pertuz-López, Fabriccio J Visconti-Lopez, Judith Cristina Martinez-Royert, Ivan David Lozada-Martinez

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. 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

6 authors.

David A Hernández-PaezCenter for Meta-Research and Scientometrics in Biomedical Sciences, Barranquilla, Colombia.
Mónica Acuña-RodríguezUniversidad de la Costa, Barranquilla, Colombia.
Nacira Maria Pertuz-LópezUniversidad del Sinú, Cartagena, Colombia.
Fabriccio J Visconti-LopezUniversidad Científica Del Sur, Lima, Peru.
Judith Cristina Martinez-RoyertFacultad de Ciencias de la Salud, Centro de Investigaciones en Ciencias de la Vida, Universidad Simón Bolívar, Barranquilla, Colombia.
Ivan David Lozada-MartinezCenter for Meta-Research and Scientometrics in Biomedical Sciences, Barranquilla, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Global mental health is a growing priority in health and development agendas. However, there is limited evidence on whether scientific research in mental health aligns with the health, societal, and developmental needs of different regions. The aim of this study was to analyze the associations between global mental health research and key indicators in science, health, mental health, and society across world regions. Methods: It was conducted a longitudinal analysis of 386,671 peer-reviewed publications on mental health (1886-2024) using data from five databases. We linked annual publication counts with 60 indicators across four domains (Economy, Development and Education; Global Health; Inequality and Poverty; and Governance and Rights). Associations were evaluated using linear regression models and standardized Results: Significant regional differences were observed in both publication volume and coherence with contextual indicators. Africa and South-East Asia, despite lower publication rates (<5%), showed strong associations between research output and gross domestic product per capita ( Discussion: There is evidence of both alignment and misalignment between global mental health research and global needs. Scientific output does not consistently correspond to indicators of mental health burden or systemic needs.

Indexed as

evidence gapsglobal healthmental healthmental health servicesmeta-research

Identifiers

PMID41602727
PMCPMC12833040

What OpenQuestion holds

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LicenceCC BY
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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.