Trial reportJMIR mHealth and uHealth2021
A Mobile App-Based Intervention Program for Nonprofessional Caregivers to Promote Positive Mental Health: Randomized Controlled Trial.
Trial report in JMIR mHealth and uHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 5 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
29 citing papers in PubMed, 5 syntheses or guidelines pooled it, 65 citations in OpenAlex.
- Caregiver burden, anxiety, and quality-of-life among informal caregivers of patient with head and neck cancer: a systematic review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Pooled it
- Interventions to Promote Positive Mental Health in Family Caregivers: a Systematic Review.Revista brasileira de enfermagem · 2026Pooled 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
- Technology-based interventions on burden of older adults' informal caregivers: a systematic review and meta-analysis of randomized controlled trials.BMC geriatrics · 2024Pooled it
- Pooled it
- Development and effectiveness of a user-centered mobile application for informal caregivers of people living with dementia: randomized controlled trial.BMC geriatrics · 2026Trial
- Effectiveness of a supportive care program via a smartphone application on the quality of life and care burden among family caregivers of patients with major depressive disorder: a randomized controlled trial.BMC public health · 2024Trial
- Trial
- 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
- Using online social networks to provide a parental health-education intervention for preventing unintentional injuries among children aged 0-3 years: A randomized controlled trial and social network analysis in Shanghai, China.Frontiers in public health · 2022Trial
- Application-Based Interventions for Family Caregivers of Older Adults: Scoping Review.JMIR aging · 2026Article
- The effect of tele-interventions on family caregiver burden: a systematic review and meta-analysis.BMC nursing · 2026Article
- Validity of the two different scoring methods of the Clinical Dementia Rating scale in staging and detection of cognitive impairment in the Peruvian population.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Use of the Roadmap positive activity app in daily life among dementia caregivers: evidence of feasibility and acceptability.Frontiers in dementia · 2026Article
- Facilitating use of mobile health in mental health care: Perspectives of patient, caregiver and provider in Nigeria.Global mental health (Cambridge, England) · 2026Article
- Therapeutic potential of a psychosocial intervention in the mental health of women deprived of liberty.Revista brasileira de enfermagem · 2026Article
- Factors associated with anxiety, stress, depression and burden among informal caregivers of patients with dementia: a cross-sectional study.BMC nursing · 2025Article
- Positive Mental Health Questionnaire-Short Form (PMHQ-SF18): Psychometric Properties of the Spanish Version.Nursing reports (Pavia, Italy) · 2025Article
- mHealth Apps for Family Caregivers of Stroke Patients: A Systematic Review.Iranian journal of public health · 2025Review
- A meta-analysis of persuasive design, engagement, and efficacy in 92 RCTs of mental health apps.NPJ digital medicine · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWhile nonprofessional caregivers often experience a sense of fulfillment when they provide care, there is also a significant risk of emotional and physical burnout. Consequently, this can negatively affect both the caregiver and the person being cared for. Intervention programs can help empower nonprofessional caregivers of people with chronic diseases and develop solutions to decrease the physical and psychological consequences resulting from caregiving. However, most clinically tested intervention programs for nonprofessional caregivers require face-to-face training, and many caregivers encounter obstacles that hinder their participation in such programs. Consequently, it is necessary to design internet-based intervention programs for nonprofessional caregivers that address their needs and test the efficacy of the programs.
objectiveThe aim of this study was to evaluate the effectiveness of a smartphone app-based intervention program to increase positive mental health for nonprofessional caregivers.
methodsThis study was a randomized controlled trial of 3 months' duration. A total of 152 caregivers over 18 years of age with a minimum of 4 months' experience as nonprofessional caregivers were recruited from primary health care institutions. Nonprofessional caregivers were randomized into two groups. In the intervention group, each caregiver installed a smartphone app and used it for 28 days. This app offered them daily activities that were based on 10 recommendations to promote positive mental health. The level of positive mental health, measured using the Positive Mental Health Questionnaire (PMHQ), and caregiver burden, measured using the 7-item short-form version of the Zarit Caregiver Burden Interview (ZBI-7), were the primary outcomes. Users' satisfaction was also measured.
resultsIn all, 113 caregivers completed the study. After the first month of the intervention, only one factor of the PMHQ, F1-Personal satisfaction, showed a significant difference between the groups, but it was not clinically relevant (0.96; P=.03). However, the intervention group obtained a higher mean change for the overall PMHQ score (mean change between groups: 1.40; P=.24). The results after the third month of the intervention showed an increment of PMHQ scores. The mean difference of change in the PMHQ score showed a significant difference between the groups (11.43; P<.001; d=0.82). Significant changes were reported in 5 of the 6 factors, especially F5-Problem solving and self-actualization (5.69; P<.001; d=0.71), F2-Prosocial attitude (2.47; P<.001; d=1.18), and F3-Self-control (0.76; P=.03; d=0.50). The results of the ZBI-7 showed a decrease in caregiver burden in the intervention group, although the results were inconclusive. Approximately 93.9% (46/49) of the app users indicated that they would recommend the app to other caregivers and 56.3% (27/49) agreed that an extension of the program's duration would be beneficial.
conclusionsThe app-based intervention program analyzed in this study was effective in promoting positive mental health and decreasing the burden of caregivers and achieved a high range of user satisfaction. This study provides evidence that mobile phone app-based intervention programs may be useful tools for increasing nonprofessional caregivers' well-being. The assessment of the effectiveness of intervention programs through clinical trials should be a focus to promote internet-based programs in health policies.
trial registrationISRCTN Registry ISRCTN14818443; http://www.isrctn.com/ISRCTN14818443. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.1186/s12889-019-7264-5.
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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.