ArticleInternational journal of mental health systems2023
Implementing digital mental health interventions at scale: one-year evaluation of a national digital CBT service in Ireland.
Article in International journal of mental health systems, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Digital health interventions for psychological and cognitive care in cancer patients and caregivers: A RE-AIM-based systematic review.Applied psychology. Health and well-being · 2026Pooled it
- The Effect of Predicted Compliance With a Web-Based Intervention for Anxiety and Depression Among Latin American University Students: Randomized Controlled Trial.JMIR mental health · 2025Trial
- Designing and Evaluating Digital Mental Health Interventions: Scoping Review.JMIR mental health · 2026Article
- Evaluation of Wellby, a Cocreated Mobile App and Wearable to Support Stress Management and Overall Well-Being: Mixed Methods Acceptability and Usability Study.JMIR human factors · 2026Article
- Changes in Workplace Productivity and Estimated Cost Savings During Internet-Based Cognitive Behavioral Therapy in the Irish National Health Service: Naturalistic, Repeated-Measures, Retrospective Survey Study.Journal of medical Internet research · 2026Article
- Designing a Culturally Adapted Perioperative Mental Health Intervention for Older Black Male Surgical Patients: A Community-Based Participatory Study.The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2026Article
- Randomized controlled study of a digital data driven intervention for depressive and generalized anxiety symptoms.NPJ digital medicine · 2025Article
- Gut-brain axis in adolescent depression: a systematic review of psychological implications and behavioral interventions.Frontiers in nutrition · 2025Review
- Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations.Frontiers in digital health · 2025Article
- Evaluation of the impact of a digital care navigator on increasing patient registration with digital mental health interventions in routine care.Internet interventions · 2024Article
- Differences in psychological treatment outcomes by ethnicity and gender: an analysis of individual patient data.Social psychiatry and psychiatric epidemiology · 2024Article
- Effectiveness-implementation hybrid trial of Spanish language, digital cognitive-behavioral therapy (dCBT) intervention for depression and anxiety - protocol for the SUPERA (SUpport from PEeRs to expand Access) study.Contemporary clinical trials · 2024Article
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10 authors.
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Abstract
backgroundIn recent years, exponential growth in digital innovations and internet access has provided opportunities to deliver health services at a much greater scale than previously possible. Evidence-based technology-enabled interventions can provide cost-effective, accessible, and resource-efficient solutions for addressing mental health issues. This study evaluated the first year of a supported digital cognitive behavioral therapy (CBT) service provided by the national health service in Ireland, which has been accessible to individuals who receive a referral from one of five referring groups: General Practitioners, Primary Care Psychology, Counselling Primary Care, Community Mental Health, and Jigsaw (a nationwide youth mental health service).
methodsA retrospective, observational study examining data from the service between April 2021 to April 2022 was conducted. Descriptive statistics on referrals, account activations, user demographics, program usage, and user satisfaction were extracted, and pre-to-post clinical outcomes for depression measured by the Patient Health Questionnaire-9 and for anxiety measured by the Generalised Anxiety Disorder-7 were analysed using linear mixed effect models.
resultsThere were 5,298 referrals and 3,236 (61%) account activations within the year. Most users were female (72.9%) and aged between 18 and 44 years (75.4%). The CBT programs were associated with significant reductions in both depression (β = 3.34, 95% CI [3.03, 3.65], p < 0.001) and anxiety (β = 3.64, 95% CI [3.36, 3.93], p < 0.001), with large effect sizes (Cohen's d > 0.8). Time spent using the programs was also found to be a predictor of the variability in these clinical outcomes (p < 0.001), and accounting for this resulted in significantly better model fits (p < 0.001). User satisfaction ratings were also very high, exceeding 94%.
conclusionsEfforts to improve the representation of male and older adult users are warranted. However, overall, the results demonstrate how digital CBT can be provided at scale and lead to symptom reductions with large effect sizes for patients seeking help for depression and anxiety. The findings substantiate the continued use and expansion of this service in Ireland and the more widespread implementation of similar services in other international public healthcare settings.
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