Evidence map›Paper›PMID 42051810›Full record

ArticleGlobal mental health (Cambridge, England)2026

Fidelity and feasibility of a pilot implementation of adapted WHO digital interventions to scale up mental health in Nigerian primary care: A mixed-methods process evaluation.

Abiodun O Adewuya, Jibril Abdulmalik, Seye Abimbola, Olabisi Oladipo, Falmata Shettima, Asmau Dahiru, Adedolapo Fasawe

Abstract read
In one paragraph

Article in Global mental health (Cambridge, England), 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

7 authors.

Abiodun O AdewuyaBehavioural Medicine, Lagos State University College of Medicine, Nigeria.ORCID https://orcid.org/0000-0002-7611-6953
Jibril AbdulmalikUniversity of Ibadan College of Medicine, Nigeria.
Seye AbimbolaThe University of Sydney School of Public Health, Australia.
Olabisi OladipoCenter for Mental Health Research and Initiative, Nigeria.
Falmata ShettimaFederal Neuropsychiatric Hospital Maiduguri, Nigeria.
Asmau DahiruFederal Neuropsychiatric Hospital Maiduguri, Nigeria.
Adedolapo FasaweLagos State Government Ministry of Health, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To address challenges in the real-world implementation of digital health for mental healthcare in Nigeria, this study conducted a process evaluation of five World Health Organization-recommended digital tools within a state-wide primary health care program in Lagos. Employing a convergent mixed-methods design across five facilities, we measured implementation fidelity through observation and platform analytics, and assessed stakeholder perceptions via validated surveys and interviews. The findings revealed a sharp divergence in success. Administrative tools that streamlined workflows, such as drug stock notification and automated client reminders, achieved high fidelity (>90% adherence). In contrast, clinical tools that altered provider-patient interactions, including a decision support app and a client helpline, demonstrated low fidelity (<66% adherence). Qualitative analysis attributed this gap to the successful tools' seamless workflow integration versus the clinical tools' disruption of practice and introduction of perceived professional and liability risks. The study concludes that digital health adoption is determined less by technological sophistication than by its integration into human systems. Scaling these innovations effectively requires prioritizing tools that align with existing workflows and developing a supportive policy ecosystem to address the professional concerns of frontline health workers.

Indexed as

digital healthglobal mental healthimplementation scienceNigeriaprimary care

Identifiers

PMID42051810
PMCPMC13112290

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.