SynthesisBMC geriatrics2024
Digital interventions for healthy ageing and cognitive health in older adults: a systematic review of mixed method studies and meta-analysis.
Synthesis in BMC geriatrics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06797804 (Effectiveness of Information Technology-Assisted Horticultural Therapy Program on Heart Rate Variability, Stress, Depression and Happiness Among Older Adults Resident in Long-Term Care Facilities), which is not on this map. Cited by 30 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.
Effectiveness of Information Technology-Assisted Horticultural Therapy Program on Heart Rate Variability, Stress, Depression and Happiness Among Older Adults Resident in Long-Term Care Facilities
Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A meta-analysis of technology use and cognitive aging.Nature human behaviour · 2025Pooled it
- Efficacy of a video game for promoting active and healthy aging (Initial Version): a randomized controlled trial.BMC public health · 2025Trial
- Machine Learning-Based Cognitive Assessment With The Autonomous Cognitive Examination: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Rosmarinic acid mitigates age-related loss of EEG complexity in temporal cortex: a recurrence quantification analysis.Cognitive neurodynamics · 2026Article
- A Scoping Review of Digital Behavioral Approaches to Improve Medication Adherence in Type 2 Diabetes.Current diabetes reports · 2026Article
- Behavioral Barriers to Digital Health and Conditions of Digital Resilience Among Older Adults: Evidence from China.Behavioral sciences (Basel, Switzerland) · 2026Article
- Engaging Older Adults With Neurocognitive Disorders in Digital Health Technologies: Scoping Review.JMIR human factors · 2026Article
- Health-Related Digital Engagement and Incident Stroke Among Older Adults: Prospective Cohort Study.Journal of medical Internet research · 2026Article
- Personalized nutrition interventions using digital technologies for older adults: a scoping review.Clinical nutrition research · 2026Article
- Enhancing Cognitive Functions of Older Adults With Software Robot: Longitudinal Exploratory Field Study.JMIR mHealth and uHealth · 2026Article
- Differential associations of active and passive digital modalities with health perception biases among older adults.BMC geriatrics · 2026Article
- AI-assisted PEG aftercare education for older adults: clinician-informed chatbot design (PEGAssist).European geriatric medicine · 2026Article
- Channel Allocation and Equity in Preventive Campaigns for Older Adults: Agent-Based Modeling Study.Journal of medical Internet research · 2026Article
- Article
- Companion Value Co-Creation and Well-Being in Older Adults with Chronic Illness: A Cross-Sectional Dyadic Study in Spain.Healthcare (Basel, Switzerland) · 2026Article
- Article
- Older adults' acceptability and perceived barriers to digital health tools integrating nutrition and physical activity: a focus group study.Frontiers in digital health · 2026Article
- Exploring the Impact of a Digital Reading Program on Apathy Among Community-Dwelling Older Adults in Rural Canada: Insights from Socioemotional Selectivity Theory.Geriatrics (Basel, Switzerland) · 2025Article
- Article
- Role of Micronutrient Supplementation in Promoting Cognitive Healthy Aging in Latin America: Evidence-Based Consensus Statement.Nutrients · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCurrently, there is no systematic review to investigate the effectiveness of digital interventions for healthy ageing and cognitive health of older adults. This study aimed to conduct a systematic review to evaluate the effectiveness of digital intervention studies for facilitating healthy ageing and cognitive health and further identify the considerations of its application to older adults.
methodsA systematic review and meta-analysis of literature were conducted across CINAHL, Medline, ProQuest, Cochrane, Scopus, and PubMed databases following the PRISMA guideline. All included studies were appraised using the Mixed Methods Appraisal Tool Checklist by independent reviewers. Meta-analyses were performed using JBI SUMARI software to compare quantitative studies. Thematic analyses were used for qualitative studies and synthesised into the emerging themes.
resultsThirteen studies were included. Quantitative results showed no statistically significant pooled effect between health knowledge and healthy behaviour (I
conclusionsDigital interventions used in older adults to facilitate healthy ageing were not always effective. Health knowledge improvement does not necessarily result in health risk reduction in that knowledge translation is key. Factors influencing knowledge translation (i.e., digital engagement, human coaching etc) were identified to determine the intervention effects. However, using digital devices appeared beneficial to maintain older adults' cognitive functions in the longer term. Therefore, the review findings suggest that the expanded meaning of a person-centred concept (i.e., from social, environmental, and healthcare system aspects) should be pursued in future practice. Privacy and cost concerns of technologies need ongoing scrutiny from policy bodies. Future research looking into the respective health benefits can provide more understanding of the current digital intervention applied to older adults. STUDY REGISTRATION: PROSPERO record ID: CRD42023400707 https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=400707 .
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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.