SynthesisBMC public health2024
Barriers and facilitators to health technology adoption by older adults with chronic diseases: an integrative systematic review.
Synthesis in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 199 papers, 11 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
199 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- Patients' Experiences of Nurse-Led eHealth Interventions for Chronic Heart Failure: Qualitative Systematic Review and Meta-Synthesis.Journal of medical Internet research · 2026Pooled it
- Effects of Multicomponent Digital Health Interventions on Multidimensional Physical Activity in Older Adults: Systematic Review, Meta-Analysis, and Meta-Regression of Randomized Controlled Trials.Journal of medical Internet research · 2026Pooled it
- Interventions against loneliness and social isolation in older adults- a systematic review.BMC public health · 2026Pooled it
- Pooled it
- Exploring the experience and needs of telerehabilitation in patients with spinal cord injury: a systematic review and thematic synthesis of qualitative research.Spinal cord · 2026Pooled it
- Mapping global inequities in telemedicine implementation: An umbrella review of barriers and facilitators.PloS one · 2026Pooled it
- Patient and Carer-Related Facilitators and Barriers to the Adoption of Assistive Technologies for the Care of Older Adults: Systematic Review.JMIR aging · 2025Pooled it
- Barriers to and Facilitators of Digital Health Technology Adoption Among Older Adults With Chronic Diseases: Updated Systematic Review.JMIR aging · 2025Pooled it
- Effectiveness and adverse effects of immersive technologies used for rehabilitation of patients with non-specific neck pain: a systematic review.Journal of rehabilitation medicine · 2025Pooled it
- Influencing factors of digital health technology anxiety in the elderly: a systematic review and meta-analysis.Frontiers in psychology · 2025Pooled it
- Efficacy of virtual reality exercise in knee osteoarthritis rehabilitation: a systematic review and meta-analysis.Frontiers in physiology · 2024Pooled it
- Caregiver App Use and Child Behavioral Adherence in Relation to Obesity-Related Outcomes in an mHealth App-Assisted Childhood Obesity Intervention: Secondary Analysis of a Cluster Randomized Trial.JMIR mHealth and uHealth · 2026Trial
- User Engagement and Feature Preferences in an AI-Powered mHealth Intervention for Diabetes Prevention: Secondary Analysis of a Randomized Controlled Trial.JMIR mHealth and uHealth · 2026Trial
- Patient Perceptions of a Digitally Enabled Community Health Worker Intervention: Qualitative Study Among Pilot Trial Participants.JMIR cardio · 2026Trial
- Development and Evaluation of a Web-Based App for Adverse Effect Management in Breast Cancer Patients Treated with Oral Targeted Therapy or Chemotherapy: Findings from a Pilot Study.Current oncology (Toronto, Ont.) · 2026Trial
- Individually tailored monitoring at home after hospitalization for HEART failure (IT-HEART): design and baseline characteristics of a randomized clinical trial.Heart failure reviews · 2026Trial
- Effect of wearables with behavioral prompts on physical and cognitive outcomes in community-dwelling older adults: preliminary results of a pilot randomized controlled trial.Frontiers in sports and active living · 2026Trial
- Home-based Hybrid Assistive Limb Lumbar Type Telerehabilitation in Spinocerebellar Ataxias: A Nonrandomized Open-label Trial.Cerebellum (London, England) · 2025Trial
- Using the Nintendo™ Wii to Improve Physical Function and Reduce the Risk of Falls in Older Adults: A Randomized Controlled Clinical Trial.Sensors (Basel, Switzerland) · 2024Trial
- Article
139 more citing papers are in PubMed but not listed here.
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.
Funding
Abstract
backgroundIn recent years, healthcare systems have progressively adopted several technologies enhancing access to healthcare for older adults and support the delivery of efficient and effective care for this specific population. These technologies include both assistive technologies designed to maintain or improve the independence, social participation and functionality of older people at home, as well as health information technology developed to manage long-term conditions. Examples of such technologies include telehealth, wearable devices and mobile health. However, despite the great promise that health technology holds for promoting independent living among older people, its actual implementation remains challenging.
methodsThis study aimed to conduct an integrative systematic review of the research evidence on the factors that facilitate or hinder the adoption of different types of technology by older individuals with chronic diseases. For this purpose, four electronic databases (PsycArticles, Scopus, Web of Science and PubMed) were queried to search for indexed published studies. The methodological quality of the selected papers has been assessed using the Mixed Methods Appraisal Tool (MMAT).
resultsTwenty-nine articles were selected, including 6.213 adults aged 60 or older. The studies have been synthesised considering the types of technological interventions and chronic diseases, as well as the main barriers and facilitators in technology acceptance. The results revealed that the majority of the selected articles focused on comorbid conditions and the utilisation of telemedicine tools. With regard to hindering and facilitating factors, five main domains were identified: demographic and socioeconomic, health-related, dispositional, technology-related and social factors.
conclusionThe study results have practical implications not only for technology developers but also for all the social actors involved in the design and implementation of healthcare technologies, including formal and informal caregivers and policy stakeholders. These actors could use this work to enhance their understanding of the utilisation of technology by the ageing population. This review emphasises the factors that facilitate technology adoption and identifies barriers that impede it, with the ultimate goal of promoting health and independent living.
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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.