Evidence map›Paper›PMID 42553331›Full record

SynthesisFrontiers in public health2026

The growing burden of mental health and the role of digital technologies in the Global South: policies, cultural contexts, and community-based transformations-a systematic review of gray literature evidence.

Joseph Odhiambo Onyango

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in public health, 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

1 author.

Joseph Odhiambo OnyangoCentre for Social Behavior Change and Strategic Foresights, Strathmore Business School, Strathmore University, Nairobi, Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Mental health conditions are among the fastest growing and most inequitably distributed global disease burdens. Structural determinants- poverty, conflict, climate change, and the COVID-19 pandemic compound a persistent mismatch between internationally developed policy frameworks and the cultural and infrastructural realities of populations in the Global South. Objective: This systematic review identified, appraised, and synthesized gray literature evidence on (1) the growing mental health burden across Global South regions (2015-2025); (2) digital technology responses in Global South LMIC contexts; and (3) policy, cultural, and community-based factors shaping mental health transformation efforts. Methods: A pre-registered systematic gray literature review spanned five source tiers. Following systematic screening and AACODS quality appraisal, 140 records published between 2015 and 2025 were included. Results: Four themes emerged: (1) an accelerating, structurally driven mental health burden across Global South regions; (2) a severe and entrenched treatment gap sustained by chronic underinvestment, workforce shortages, and stigma; (3) a rapidly expanding but uneven digital mental health landscape, in which SMS-based and CHW-mediated platforms achieve substantially greater reach than smartphone-dependent tools; and (4) significant structural, cultural, and policy barriers constraining scale-up. The effectiveness of digital mental health interventions (DMHIs) varies by modality, population, and setting, and is not a single generalizable finding. Conclusion: The mental health burden in the Global South is growing faster than existing systems can address. Transformative progress requires sustained investment in CHW-mediated digital tools, culturally co-designed platforms, decolonized research partnerships, and mental health policies that center Global South communities as co-producers of their own mental health futures.

Indexed as

Digital TechnologyGlobal HealthHealth PolicyMental DisordersMental HealthCOVID-19Developing CountriesDigital HealthDigital MediaHumanscommunity-based transformationscultural valuesdigital mental healthGlobal South mental healthgrey literatureLMICmental health burdenpolicy

Identifiers

PMID42553331
PMCPMC13433861

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.