ArticleJMIR mental health2020
Efficacy of a Smartphone App Intervention for Reducing Caregiver Stress: Randomized Controlled Trial.
Article in JMIR mental health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 4 of them syntheses that pooled 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.
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.
Who cites it
36 citing papers in PubMed, 4 syntheses or guidelines pooled it, 80 citations in OpenAlex.
- Magnitude of the Digital Placebo Effect and Its Moderators on Generalized Anxiety Symptoms: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Efficacy of digital technology-based interventions for reducing caregiver burden and stress: a systematic review and meta-analysis.Frontiers in digital health · 2025Pooled it
- Mindfulness-Based Mobile Apps and Their Impact on Well-Being in Nonclinical Populations: Systematic Review of Randomized Controlled Trials.Journal of medical Internet research · 2023Pooled it
- A Survey on Autism Care, Diagnosis, and Intervention Based on Mobile Apps Focusing on Usability and Software Design.Sensors (Basel, Switzerland) · 2023Pooled it
- Mobile App Psychoeducation for Dementia Caregivers In Vietnam: A Randomized Controlled Trial.Journal of multidisciplinary healthcare · 2025Trial
- Social media usage and students' social anxiety, loneliness and well-being: does digital mindfulness-based intervention effectively work?BMC psychology · 2023Trial
- Effectiveness of the Online "Dialogue Circles" Nursing Intervention to Increase Positive Mental Health and Reduce the Burden of Caregivers of Patients with Complex Chronic Conditions. Randomized Clinical Trial.International journal of environmental research and public health · 2022Trial
- The Efficacy of "Foundations," a Digital Mental Health App to Improve Mental Well-being During COVID-19: Proof-of-Principle Randomized Controlled Trial.JMIR mHealth and uHealth · 2022Trial
- The effect of active occupational stress management on psychosocial and physiological wellbeing: a pilot study.BMC medical informatics and decision making · 2020Trial
- A Scoping Review of Technology/Digital Support Tools for Informal Mental Health Carers: Impacts on Well being and Experience.Community mental health journal · 2026Article
- Use of the Roadmap positive activity app in daily life among dementia caregivers: evidence of feasibility and acceptability.Frontiers in dementia · 2026Article
- Effect of Self-Quantification on Caregiver Burden and Depression Among Family Caregivers: A SWING-Japan Study.Psychogeriatrics : the official journal of the Japanese Psychogeriatric Society · 2025Article
- Digital Health Interventions Targeting Psychological Health in Parents of Children With Autism Spectrum Disorder: Protocol for a Scoping Review.JMIR research protocols · 2025Article
- Perspectives of Parents of LGBTQ+ Youth with Mental Health Service Needs in the US Southeast: Challenges, Needs, and Recommendations for Improving LGBTQ+ Youth and Family Support.Evidence-based practice in child and adolescent mental health · 2025Article
- Community-Driven Development of the Chalerm App: A Mobile Health Application for Chronic Disease Management and Elderly Care in Southern Thailand.Journal of multidisciplinary healthcare · 2025Article
- Development and Evaluation of a Web-Based Platform for Personalized Educational and Professional Assistance for Dementia Caregivers: Proposal for a Mixed Methods Study.JMIR research protocols · 2024Article
- A Mobile Application for Enhancing Caregiver Support and Resource Management for Long-Term Dependent Individuals in Rural Areas.Healthcare (Basel, Switzerland) · 2024Article
- Opportunities and Challenges for Augmented Reality in Family Caregiving: Qualitative Video Elicitation Study.JMIR formative research · 2024Article
- Article
- Quality assessment of mHealth apps: a scoping review.Frontiers in health services · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCaregivers play a pivotal role in maintaining an economically viable health care system, yet they are characterized by low levels of psychological well-being and consistently report unmet needs for psychological support. Mobile app-based (mobile health [mHealth]) interventions present a novel approach to both reducing stress and improving well-being.
objectiveThis study aims to evaluate the effectiveness of a self-guided mobile app-based psychological intervention for people providing care to family or friends with a physical or mental disability.
methodsIn a randomized, single-blind, controlled trial, 183 caregivers recruited through the web were randomly allocated to either an intervention (n=73) or active control (n=110) condition. The intervention app contained treatment modules combining daily self-monitoring with third-wave (mindfulness-based) cognitive-behavioral therapies, whereas the active control app contained only self-monitoring features. Both programs were completed over a 5-week period. It was hypothesized that intervention app exposure would be associated with decreases in depression, anxiety, and stress, and increases in well-being, self-esteem, optimism, primary and secondary control, and social support. Outcomes were assessed at baseline, postintervention, and 3-4 months postintervention. App quality was also assessed.
resultsIn total, 25% (18/73) of the intervention participants were lost to follow-up at 3 months, and 30.9% (34/110) of the participants from the wait-list control group dropped out before the postintervention survey. The intervention group experienced reductions in stress (b=-2.07; P=.04) and depressive symptoms (b=-1.36; P=.05) from baseline to postintervention. These changes were further enhanced from postintervention to follow-up, with the intervention group continuing to report lower levels of depression (b=-1.82; P=.03) and higher levels of emotional well-being (b=6.13; P<.001), optimism (b=0.78; P=.007), self-esteem (b=-0.84; P=.005), support from family (b=2.15; P=.001), support from significant others (b=2.66; P<.001), and subjective well-being (b=4.82; P<.001). On average, participants completed 2.5 (SD 1.05) out of 5 treatment modules. The overall quality of the app was also rated highly, with a mean score of 3.94 out of a maximum score of 5 (SD 0.58).
conclusionsThis study demonstrates that mHealth psychological interventions are an effective treatment option for caregivers experiencing high levels of stress. Recommendations for improving mHealth interventions for caregivers include offering flexibility and customization in the treatment design.
trial registrationAustralian New Zealand Clinical Trial Registry ACTRN12616000996460; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=371170.
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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.