ArticleBMJ open2022
Willingness, perceived barriers and motivators in adopting mobile applications for health-related interventions among older adults: a scoping review.
Article in BMJ open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
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Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 53 citations in OpenAlex.
- Digital Health Interventions to Improve Mental Health in Patients With Cancer: Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Use, Utility, and User Experience of Cloud-Based Medical Imaging in Pulmonary Nodule Care in China: Mixed Methods Study.Journal of medical Internet research · 2026Article
- Patterns and Characteristics of Mobile App Use to Promote Wellness and Manage Illness: Cross-Sectional Study.Journal of medical Internet research · 2026Article
- Article
- Design optimization of health apps for rural older adults: enhancing usability and health effects based on Kano model and SEM method.Frontiers in public health · 2026Article
- User demographics and real-world use of the digital diabetes companion app dibi: a retrospective analysis.Frontiers in digital health · 2026Article
- Health Storylines Mobile Application and Self-management among Chronically Ill Patients: A Quasi-experimental Research Design.Acta medica Philippina · 2026Article
- Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional study.BMC nephrology · 2025Article
- Perspectives and Experiences of Family Caregivers Using Supportive Mobile Apps in Dementia Care: Meta-Synthesis of Qualitative Research.JMIR mHealth and uHealth · 2025Article
- Article
- Protocol: Attitudinal Factors Related to the Use of Digital Technologies in Health by Older Adults: Protocol for an Overview of Reviews: A Systematic Review.Campbell systematic reviews · 2025Article
- Comorbidities And Reducing InEquitieS (CARES): Feasibility of self-monitoring and community health worker support in management of comorbidities among Black breast and prostate cancer patients.Contemporary clinical trials communications · 2025Article
- The evolution of barriers and facilitators to using a COPD app among older adults: results from a pilot study.Frontiers in digital health · 2025Article
- Virtual Data Collection Strategies in Research on Alzheimer's Disease and Related Dementias (ADRD).Innovation in aging · 2025Article
- Effectiveness of mHealth on self-care profile and blood pressure among patients with hypertension in Indonesia: A single-blind randomized controlled trial.Belitung nursing journal · 2025Article
- Evolutionary Trends in the Adoption, Adaptation, and Abandonment of Mobile Health Technologies: Viewpoint Based on 25 Years of Research.Journal of medical Internet research · 2024Article
- Tools for telehealth: A correlational analysis of app-based hearing testing.Laryngoscope investigative otolaryngology · 2024Article
- Experiences of receiving an mHealth application with proactive nursing support among community-dwelling older adults: a mixed-methods study.BMC nursing · 2024Article
- Association Between the Composite Cardiovascular Risk and mHealth Use Among Adults in the 2017-2020 Health Information National Trends Survey: Cross-Sectional Study.Journal of medical Internet research · 2024Article
- Older Veteran Experiences of using Technology during a Multicomponent Telerehabilitation Program: A Convergent Mixed Methods Study.Cogent gerontology · 2024Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThis scoping review aims to identify the level of willingness, the existing barriers, and motivators among older adults in using mobile applications to monitor and manage their health conditions. The secondary aim of this paper is to categorise these willingness, barriers and motivators using the Theoretical Domains Framework (TDF).
designScoping review. DATA SOURCE: PubMed, Embase, CINAHL, Cochrane Library, Google Scholar and Science Direct (January 2009-December 2020). STUDY SELECTION: Studies that describe older adults' perspectives with regard to their willingness, barriers or motivators towards the use of mobile applications in monitoring and managing their health condition were included. DATA EXTRACTION: Titles and abstracts were initially screened by two reviewers. Articles agreed by both reviewers were proceeded to full-text screening. One reviewer extracted the data, which were verified by a second reviewer. Findings were further classified according to the 14 TDF domains by two researchers.
resultsSix studies were included in the final scoping review. Barriers to adopting mobile applications for health-related interventions among older adults were the most common topic identified in the included studies. Barriers included being unaware of the existence of mobile health applications, lack of technological skills, lack of perceived ability and time, absence of professional involvements, and violation of trust and privacy. With regard to willingness, older adults are willing to use mobile applications if the apps incorporated features from a trusted source and have valid credentials. Motivators included continuous improvements of mobile applications' design interface and personalised features tailored to older adults' needs.
conclusionsWith the constant research for more diversified technology, the development of mobile applications to help older adults to manage and monitor health is seen as feasible, but barriers have to be addressed. The most prominent barriers linked to TDF domains were: (1) technological skills, (2) belief about consequences, and (3) memory, attention and decision process. Future interventions should use behaviour change techniques that target these three TDF domains in order to improve the ability to engage older adults with mobile technology.
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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.