ArticleJMIR mental health2019
Use of Smartphone Apps, Social Media, and Web-Based Resources to Support Mental Health and Well-Being: Online Survey.
Article in JMIR mental health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 1 of them a synthesis 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
41 citing papers in PubMed, 1 synthesis or guideline pooled it, 106 citations in OpenAlex.
- Pooled it
- Predictors of initial engagement with an asynchronous cognitive behavioral stress management website among older women with nonmetastatic breast cancer.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2023Trial
- Demographic and Psychosocial Characteristics Associated With Use of a Prostate Cancer Survivorship Website: Implications From a Multisite Randomized Controlled Trial.Journal of medical Internet research · 2022Trial
- Women's Engagement With Different Internet-Enabled Technologies to Access Digital Menopause Information: Mixed Methods, Multiphase Sequential Study.Journal of medical Internet research · 2026Article
- Integration of Social Media to Enhance Engagement With a Medical Education Website: A Content Analysis.Cureus · 2026Article
- Mindful of yourself: the initial evaluation of an online health promotion programme for university students.Frontiers in psychology · 2026Article
- Experiences of Using Online Peer Forums Among People With Postpartum Psychosis: Interpretative Phenomenological Study.JMIR human factors · 2025Article
- Digital dependence and its association with weight and body image among female medical students in Pakistan: a large cross-sectional study.BMC public health · 2025Article
- Toward a Sociotechnical Ecosystem for Ethical Screening and Promotion of Mental Health and Well-Being.Journal of medical Internet research · 2025Article
- Exploring Mental Health Content Moderation and Well-Being Tools on Social Media Platforms: Walkthrough Analysis.JMIR human factors · 2025Article
- Approaches to Tailoring Between-Session Mental Health Therapy Activities.Proceedings of the SIGCHI conference on human factors in computing systems. CHI Conference · 2024Article
- A Web-Based Intervention Based on Acceptance and Commitment Therapy for Family Caregivers of People With Dementia: Mixed Methods Feasibility Study.JMIR aging · 2024Article
- Development of the Mobile Application to Prevent Suicide (MAPS), a Personalized Smartphone App for Suicide Prevention: Feedback from Individual Interviews.Journal of technology in human services · 2024Article
- Public perception of psychiatry, psychology and mental health professionals: a 15-year analysis.Frontiers in psychiatry · 2024Article
- Article
- Association between social media use and health promotion among individuals with depression and anxiety: Insights from the 2017-2020 Health Information National Trends Survey.Journal of mood and anxiety disorders · 2023Article
- The Impact of Social Media Shared Health Content on Protective Behavior against COVID-19.International journal of environmental research and public health · 2023Article
- An Observational Pilot Study using a Digital Phenotyping Approach in Patients with Major Depressive Disorder Treated with Trazodone.Frontiers in psychiatry · 2023Article
- Enhancing the conversational agent with an emotional support system for mental health digital therapeutics.Frontiers in psychiatry · 2023Article
- A Longitudinal Goal Setting Model for Addressing Complex Personal Problems in Mental Health.Proceedings of the ACM on human-computer interaction · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundTechnology can play an important role in supporting mental health. Many studies have explored the effectiveness, acceptability, or context of use of different types of mental health technologies. However, existing research has tended to investigate single types of technology at a time rather than exploring a wider ecosystem that people may use. This narrow focus can limit our understanding of how we could best design mental health technologies.
objectiveThe aim of this study was to investigate which technologies (smartphone apps, discussion forums and social media, and websites and Web-based programs) people use to support their mental health and why, whether they combine and use more than one technology, what purpose each technology serves, and which features people find the most valuable.
methodsWe conducted an online survey to gather responses from members of the public who use technology to support their mental health and well-being. The survey was advertised on social media and via posters at a university. It explored usage patterns, frequently used features, and engagement with technology. To gain deeper insights into users' preferences, we also thematically analyzed open-ended comments about each technology type and suggestions for improvements provided by the respondents.
resultsIn total, 81 eligible participants completed the survey. Smartphone apps were the most commonly used technology, with 78% of the participants (63/81) using them, either alone (40%) or in combination with other technologies (38%). Each type of technology was used for specific purposes: apps provided guided activities, relaxation, and enabled tracking; social media and discussion forums allowed participants to learn from the experiences of others and use that knowledge to understand their own situation; and Web-based programs and websites helped to find out how to deal on a day-to-day basis with stress and anxiety. The analysis of open-ended responses showed that although many people valued technology and felt it could support targeted activities, it was not seen as a substitute for traditional face-to-face therapy. Participants wanted technology to be more sophisticated and nuanced, supporting personalized and actionable recommendations. There was evidence that participants mistrusted technology, irrespective of the type, and had broader concerns regarding the impact of overuse of technology.
conclusionsPeople use different types of technology to support their mental health. Each can serve a specific purpose. Although apps are the most widely used technology, mixing and matching different types of technology is also common. Technology should not be seen as a replacement for traditional psychotherapy, rather it offers new opportunities to support mental health as part of an overall ecosystem. People want technology to be more nuanced and personalized to help them plan informed actions. Future interventions should explore the use of multiple technologies and their combined effects on mental health support.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.