Evidence map›Paper›PMID 41456105›Full record

ArticleInteractive journal of medical research2025

Effectiveness, facilitators and barriers of digital mental health services for First Nations Peoples in Australia: A systematic scoping review.

Siyu Zhai, Andrew Goodman, Anthony C Smith, Sandra Diminic, Xiaoyun Zhou

Abstract read
In one paragraph

Article in Interactive journal of medical research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

5 authors.

Siyu ZhaiSchool of Public Health, The University of Queensland, Brisbane, Australia, Level 2, Public Health Building, 288 Herston Road, The University of Queensland, Herston, AU.
Andrew GoodmanSchool of Public Health, The University of Queensland, Herston, AU.
Anthony C SmithCentre for Online Health, The University of Queensland, Brisbane, AU.
Sandra DiminicSchool of Public Health, The University of Queensland, Herston, AU.
Xiaoyun ZhouSchool of Public Health, The University of Queensland, Herston, AU.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFirst Nations peoples in Australia experience inequitable mental health outcomes and service access. Digital mental health (DMH) services, which refer to offering mental health services through digital platforms, are considered potential solutions to address such mental health service inequities and improve First Nations Australians' mental health outcomes. However, evidence on the effectiveness of DMH for First Nations Peoples in Australia is yet to be synthesised.

objectiveThis systematic scoping review aimed to fill this gap, and to identify the facilitators and barriers that influence the implementation of DMH services in this context.

methodsA systematic search was conducted across six academic databases to search for studies related to DMH services for First Nations Peoples in Australia. Search terms relating to First Nations Peoples, geographic terminologies of Australia, mental health, and digital mental health services were used. Studies were included if they assessed the effectiveness, or determinants of facilitators and barriers of implementing digital mental health interventions among First Nations people in Australia. Data were extracted based on study design, targeted services, and research findings, then synthesised using a thematic analysis framework.

resultsIn total, 22 studies met the inclusion criteria. DMH services were used to provide support, treatment, and psychological assessments for First Nations Australians. Evidence of effectiveness was stronger for non-severe mental health conditions. Determinants of facilitators and barriers of the implementation of DMH services included: (i) organisational and administrative factors; (ii) cultural appropriateness; (iii) accessibility; (iv) integration of DMH services to the existing health system; (v) engagement between clients and service providers; (vi) coverage of different conditions and clients; (vii) acceptability to DMH services; (viii) digital literacy, and (ix) efficiency.

conclusionsEvidence on the use of digital mental health (DMH) services for First Nations Australians remains heterogeneous in study design and outcome measurement. DMH services appear most effective for managing non-severe mental health conditions. Successful implementation requires multi-level structural support, including policy and organisational commitment, enhanced digital infrastructure, workforce training and engagement, and the design of culturally responsive DMH models to improve uptake and equitable access to mental health care among First Nations Australians. CLINICALTRIAL:

Identifiers

PMID41456105
PMCPMC12841858

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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.