Evidence map›Paper›PMID 42275302›Full record

ArticleJMIR formative research2026

A Self-Guided Web-Based Transdiagnostic Mental Health Program for People With Intellectual Disability: Single-Arm Trial.

Peter Baldwin, Victoria Rasmussen, Wesley Grey, Julian Trollor, Jenna Zhao, Josephine Anderson, Chris Rule, Chloe Heck, Anita Gardner, Helen Christensen and 1 more

Abstract read
In one paragraph

Article in JMIR formative research, 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

11 authors.

Peter BaldwinBlack Dog Institute, Hospital Road, Randwick, 2037, Australia, 61 405198608.ORCID 0000-0002-3319-6252
Victoria RasmussenBlack Dog Institute, Hospital Road, Randwick, 2037, Australia, 61 405198608.ORCID 0000-0003-2836-2356
Wesley GreyBlack Dog Institute, Hospital Road, Randwick, 2037, Australia, 61 405198608.ORCID 0000-0003-0797-1910
Julian TrollorNational Centre of Excellence in Intellectual Disability Health, UNSW Medicine and Health, UNSW Sydney, NSW, Australia.ORCID 0000-0002-7685-2977
Jenna ZhaoNational Centre of Excellence in Intellectual Disability Health, UNSW Medicine and Health, UNSW Sydney, NSW, Australia.ORCID 0000-0001-9691-164X
Josephine AndersonUniversity of New South Wales Medicine and Health, Randwick, Australia.ORCID 0000-0002-2936-0531
Chris RuleBlack Dog Institute, Hospital Road, Randwick, 2037, Australia, 61 405198608.ORCID 0000-0001-5056-1672
Chloe HeckBlack Dog Institute, Hospital Road, Randwick, 2037, Australia, 61 405198608.ORCID 0000-0001-7957-1778
Anita GardnerBlack Dog Institute, Hospital Road, Randwick, 2037, Australia, 61 405198608.ORCID 0000-0002-1321-5030
Helen ChristensenBlack Dog Institute, Hospital Road, Randwick, 2037, Australia, 61 405198608.ORCID 0000-0003-0435-2065
Katherine BoydellBlack Dog Institute, Hospital Road, Randwick, 2037, Australia, 61 405198608.ORCID 0000-0002-1464-8532

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: People with intellectual disability experience rates of mental illness up to 3 times higher than the general population, yet face significant barriers to care, including limited clinician expertise, diagnostic overshadowing, and exclusion from key mental health services. Electronic mental health interventions have demonstrated effectiveness in the general population and may address these barriers for people with intellectual disability by providing accessible, tailored treatment. Objective: This study examined the ability of Healthy Mind, a self-guided, web-based transdiagnostic mental health program designed specifically for people with borderline to mild intellectual disability, to reduce symptoms of anxiety and depression and improve functioning in people with intellectual disability. Methods: In a single-arm uncontrolled design, Australian residents aged ≥16 years with a diagnosis of borderline or mild intellectual disability, and mild-to-moderate symptoms of depression or anxiety on the Anxiety, Depression, and Mood Scale (ADAMS) were recruited online and offered access to Healthy Mind. Assistance from a nominated supporter was optional. Primary outcomes were symptoms of depression and anxiety (ADAMS). Secondary outcomes were psychological distress (Kessler Psychological Distress Scale [K10]) and functional impairment (World Health Organization Disability Assessment Schedule 2.0 [WHO-DAS]). Outcomes were assessed at baseline, 8 weeks, and 3 months. In total, 80 participants (mean age 27.8, SD 7 y; n=37, 46% female; n=39, 49% identifying as Aboriginal and/or Torres Strait Islander) enrolled; 61% (n=49) nominated a supporter. Data were analyzed using multilevel models with random intercepts for participants. Results: No significant changes were found in ADAMS depression or anxiety scores from baseline to postintervention or follow-up. Similarly, no significant effects were found for K10 or WHO-DAS scores, except for an improvement in K10 scores between baseline and 3 months when controlling for cognitive functioning (n=15). Having a supporter was associated with lower baseline distress but did not moderate treatment effects. Engagement with Healthy Mind was low; 42.5% (n=34) did not access the program, and among those who did, the median number of completed modules was 7 (IQR 3-11). Greater module completion was associated with slightly higher WHO-DAS scores post intervention. Conclusions: This trial did not demonstrate significant improvements in mental health or functioning associated with Healthy Mind, likely due to low engagement, reduced statistical power, and the absence of a control group. Nonetheless, the study demonstrates the feasibility of recruiting and retaining people with intellectual disability in fully online trials and highlights the urgent need for strategies to improve engagement, including gamification, personalized content, and integrated social features. Electronic mental health remains a promising avenue for addressing the substantial mental health service gap for people with intellectual disability.

Indexed as

Intellectual DisabilityAdolescentAdultAnxietyAustraliaDepressionFemaleHumansInternetMaleMiddle AgedYoung Adultanxietydepressiondigitalintellectual disabilitymental healthweb-based

Identifiers

PMID42275302
PMCPMC13256486

What OpenQuestion holds

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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.