Evidence map›Paper›PMID 40548171›Full record

ArticlePsychology research and behavior management2025

Mental Health Workforce Inequities Across Income Levels: Aligning Global Health Indicators, Policy Readiness, and Disease Burden.

Mónica Patricia Acuña-Rodríguez, Ornella Fiorillo-Moreno, Kevin Fernando Montoya-Quintero, Foday Tejan Mansaray

Abstract read
In one paragraph

Article in Psychology research and behavior management, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Prescription and use of psychoactive medications among cancer patients and associated factors in lower and upper middle-income countries: systematic review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Pooled it
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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.

Mónica Patricia Acuña-RodríguezDepartment of Human Sciences, Universidad de la Costa, Barranquilla, Colombia.ORCID 0000-0002-7567-2069
Ornella Fiorillo-MorenoClínica Iberoamérica, Barranquilla, Colombia.ORCID 0000-0003-1539-7584
Kevin Fernando Montoya-QuinteroFacultad de Ciencias para la Salud, Universidad de Manizales, Caldas, Manizales, Colombia.ORCID 0000-0002-6212-7141
Foday Tejan MansarayConnaught Hospital, Freetown, Sierra Leone.ORCID 0009-0002-1988-5462

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite growing recognition of mental health as a global priority, a critical knowledge gap persists regarding how workforce availability aligns with the burden of mental disorders across income levels. This perspective addresses that gap by comparing mental health workforce indicators and disease burden metrics from the World Health Organization and United Nations datasets, stratified by country income level. The findings reveal a striking misalignment: low- and lower-middle-income countries report the highest disability-adjusted life years due to depression, bipolar disorder, and suicide, yet possess the lowest density of psychiatrists, psychologists, nurses, and social workers per 100,000 population. Conversely, high-income countries demonstrate stronger alignment between disease burden and workforce capacity, supported by greater policy readiness and financial allocation. Importantly, this analysis identifies not only a quantitative shortfall in human resources but also a qualitative gap in policy implementation, including limited enforcement, weak integration into primary care systems, and insufficient accountability mechanisms. Even where national mental health plans exist, compliance and execution remain limited, particularly in low-income settings. These inequities compromise efforts toward universal health coverage and Sustainable Development Goal 3.4 on mental well-being. These findings highlight urgent global priorities for mental health investment and system reform to close the persistent treatment gap and advance the Sustainable Development Goals. This evidence may guide investment decisions, inform global health diplomacy, and support policy reforms aimed at closing the persistent mental health treatment gap.

Indexed as

health status indicatorshealth workforcemental healthpublic policysocioeconomic factors

Identifiers

PMID40548171
PMCPMC12182244

What OpenQuestion holds

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LicenceCC BY-NC
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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.