Evidence map›Paper›PMID 42158176›Full record

ArticleFrontiers in digital health2026

A framework for culturally adapting mental mHealth apps.

Noorah Ibrahim S Alnaghaimshi, Michael Proeve, Scott R Clark, Mathias Baumert

Abstract read
In one paragraph

Article in Frontiers in digital health, 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.

Noorah Ibrahim S AlnaghaimshiDiscipline of Biomedical Engineering, School of Electrical and Mechanical Engineering, The University of Adelaide, Adelaide, SA, Australia.
Michael ProeveSchool of Psychology, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA, Australia.
Scott R Clark *Discipline of Psychiatry, School of Medicine, The University of Adelaide, Adelaide, SA, Australia.
Mathias Baumert *Discipline of Biomedical Engineering, School of Electrical and Mechanical Engineering, The University of Adelaide, Adelaide, SA, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mobile health (mHealth) apps are increasingly deployed for evidence-based mental health interventions, broadening access to care. While effective, Internet-based Cognitive Behavioural Therapy, delivered via web or app, frequently overlooks ethnic minority and migrant populations. Effective cultural adaptation of mHealth apps is critical to their impact and accessibility; however, existing frameworks often lack specific guidance for digital contexts, relying on superficial adjustments or omitting the explicit integration of religious factors. Our novel framework fundamentally departs from prior models by embedding cultural responsiveness throughout the entire digital development lifecycle of mHealth apps, rather than treating it as a peripheral concern. This comprehensive approach is structured across four interconnected layers: adapting the therapeutic foundation (explicitly incorporating religious considerations), culturally grounding features and reframing standard tools, tailoring content and messaging, and optimizing UX/UI design. Central to this framework is a participatory co-design and prototyping methodology that ensures deep cultural insights, including religious and spiritual dimensions, are profoundly integrated from the earliest stages of development. This framework thus offers a practical, inclusive, and ethical blueprint for designing culturally relevant digital health products and can be applied and tested in future work through iterative co-design workshops, user-centred prototyping, and the development of culturally tailored digital interventions, with ongoing evaluation of their effectiveness and acceptability in diverse populations.

Indexed as

adaptationCBTco-designcognitive behaviour therapymHealth apps

Identifiers

PMID42158176
PMCPMC13180819

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.