ReviewEuropean journal of investigation in health, psychology and education2022
The Barriers and Facilitators to the Use of Lifestyle Apps: A Systematic Review of Qualitative Studies.
Review in European journal of investigation in health, psychology and education, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Digital interventions for weight control to prevent obesity in adolescents: a systematic review.Frontiers in public health · 2025Pooled it
- Developing meditation practice in individuals with elevated psychological distress via a meditation app intervention: An implementation science-informed qualitative investigation of barriers and facilitators.Psychological services · 2026Article
- Feasibility and Acceptability of a Remote Sleep-Dependent Memory Assessment in Older Adults With Cognitive Concerns: Pilot Cross-Sectional Study.JMIR aging · 2026Article
- Arabic Wellness Apps in the MENA Region and Saudi Arabia: Current Evidence and Systematic Evaluation.Healthcare (Basel, Switzerland) · 2026Article
- Factors influencing information overload among breast cancer patients in the information explosion era: a cross-sectional study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Article
- A Coach-Supported mHealth Lifestyle Intervention to Reduce Dementia Risk in Persons With Low Socioeconomic Status or a Migration Background: Qualitative Co-Design Study.Journal of participatory medicine · 2025Article
- Concepts for the Integration and Implementation of mHealth Apps for Patients With Mental Disorders: Scoping Review.Journal of medical Internet research · 2025Article
- Podcasts in Mental, Physical, or Combined Health Interventions for Adults: Scoping Review.Journal of medical Internet research · 2025Article
- Using codesign workshops to develop a conceptual framework for a mobile health app targeting chronic low back pain self-management.BMJ open · 2025Article
- User Experience and Extended Technology Acceptance Model in Commercial Health Care App Usage Among Patients With Cancer: Mixed Methods Study.Journal of medical Internet research · 2024Article
- Perceptions of the Use of Mobile Technologies for Smoking Cessation: Focus Group Study With Individuals of Low Socioeconomic Status Who Smoke.JMIR formative research · 2024Article
- The Digital Platform and Its Emerging Role in Decentralized Clinical Trials.Journal of medical Internet research · 2024Article
- Barriers and facilitators to engaging with a digital self-management programme for painful distal upper limb musculoskeletal disorders: A qualitative exploratory study.Health expectations : an international journal of public participation in health care and health policy · 2024Article
- What's Next in MHealth Apps in Rehabilitation: Re-Directing Our Attention to Evaluating Quality.Physiotherapy Canada. Physiotherapie Canada · 2024Article
- Article
- Problems and Barriers Related to the Use of mHealth Apps From the Perspective of Patients: Focus Group and Interview Study.Journal of medical Internet research · 2024Article
- Barriers and facilitators to parents' engagement with and perceived impact of a childhood obesity app: A mixed-methods study.PLOS digital health · 2024Article
- mHealth Monitoring of Treatment of Cutaneous Leishmaniasis Patients: A Community-Based Implementation Study.The American journal of tropical medicine and hygiene · 2023Article
- Unlock digital health promotion in LMICs to benefit the youth.PLOS digital health · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMobile-health applications are revolutionising the way healthcare is being delivered. However, current research focusses on apps aimed at monitoring of conditions rather than the prevention of disease. Healthcare apps that prevent disease can be classified as lifestyle apps (LAs) and encompass mindfulness, exercise, and diet apps. In order for widespread implementation of these apps, perspectives of the user must be taken into consideration. Therefore, this systematic literature review identifies the barriers and facilitators to the use of LAs from a user's perspective.
objectiveTo both identify the facilitators to the use of LAs from a user perspective as well as identify the barriers to the use of LAs from a user perspective.
methodsA systematic literature review was conducted following PRISMA guidelines. Qualitative articles focussed on a healthy non-diseased population were obtained. Two independent researchers coded the articles, and themes were identified.
resultsOur results found that there were five barriers and five facilitators to app use. The facilitators included (1) motivational aspects to the user, (2) effective marketing and communication, (3) user-centred design and content, (4) humanising technology, and (5) accessibility. The five barriers identified were (1) a non-conducive, (2) poor marketing and branding, (3) controlling and invasive, (4) disengaging content, and (5) inaccessibility.
conclusionsBy overcoming the barriers of LAs and encouraging the facilitators found, users are more likely to engage with this method of health promotion. Future research must be conducted on the barriers and facilitators to development and distribution of apps in order for LAs to be implemented in widespread healthcare practice.
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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.