ArticleBMC sports science, medicine & rehabilitation2019
Impact of wearable physical activity monitoring devices with exercise prescription or advice in the maintenance phase of cardiac rehabilitation: systematic review and meta-analysis.
Article in BMC sports science, medicine & rehabilitation, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers, 11 of them syntheses 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
61 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- Effectiveness of maintenance interventions promoting physical activity following exercise therapy for chronic conditions: an umbrella review.British journal of sports medicine · 2026Pooled it
- Wearable Devices to Improve Physical Activity and Reduce Sedentary Behaviour: An Umbrella Review.Sports medicine - open · 2024Pooled it
- Home-based versus centre-based cardiac rehabilitation.The Cochrane database of systematic reviews · 2023Pooled it
- Pooled it
- Cardiac rehabilitation, physical activity, and the effectiveness of activity monitoring devices on cardiovascular patients: an umbrella review of systematic reviews.European heart journal. Quality of care & clinical outcomes · 2023Pooled it
- Digital Biomarker-Based Interventions: Systematic Review of Systematic Reviews.Journal of medical Internet research · 2022Pooled it
- Effectiveness of physical activity monitors in adults: systematic review and meta-analysis.BMJ (Clinical research ed.) · 2022Pooled it
- Pooled it
- Effectiveness of Self-Monitoring Approach Using Fitness Trackers to Improve Walking Ability in Rehabilitation Settings: A Systematic Review.Frontiers in rehabilitation sciences · 2021Pooled it
- Smartphone-Based Health Program for Improving Physical Activity and Tackling Obesity for Young Adults: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2019Pooled it
- The Effect of Exercise-Based Cardiac Rehabilitation on Objectively Measured Physical Activity and Sedentary Behavior: A Systematic Review and Meta-analysis.Journal of primary care & community healthPooled it
- Effectiveness of Smartwatch Device on Adherence to Home-Based Cardiac Rehabilitation in Patients With Coronary Heart Disease: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Physical activity and sedentary time after lifestyle interventions at the Norwegian Healthy Life Centres.Primary health care research & development · 2024Trial
- Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure.Scientific reports · 2021Trial
- Long-term follow-up with a smartphone application improves exercise capacity post cardiac rehabilitation: A randomized controlled trial.European journal of preventive cardiology · 2020Trial
- Uncemented hip resurfacing in patients over 65: 16-year outcomes from a large, single-surgeon series.Musculoskeletal surgery · 2026Article
- Joint non-linear dose-response associations of device-measured physical activity and cardiorespiratory fitness with cardiovascular disease: a cohort and Mendelian randomisation study.British journal of sports medicine · 2026Article
- Flexible polymeric materials and wearable biosensors for smart diabetes mellitus diagnostics and monitoring.iScience · 2026Review
- Indian Expert Consensus on Hybrid Cardiac Rehabilitation in the Management of Cardiovascular Disease.Cureus · 2026Review
- Implementation of wearable activity trackers in hospital rehabilitation: a feasibility study tailored to local settings.BMC health services research · 2026Article
1 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
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPhysical activity (PA) is a component of cardiac rehabilitation (CR). However, life-long engagement in PA is required to maintain benefits gained. Wearable PA monitoring devices (WPAM) are thought to increase PA. There appear to be no reviews which investigate the effect of WPAM in cardiac populations. We firstly aimed to systematically review randomised controlled trials within the cardiac population that investigated the effect WPAM had through the maintenance phase of CR. We specifically examined the effect on cardiorespiratory fitness (CRF), amount and intensity of daily PA, and sedentary time. Secondly, we aimed to collate outcome measures reported, reasons for drop out, adverse events, and psychological impact from utilising a WPAM.
methodsA systematic search (up to January 2019) of relevant databases was completed, followed by a narrative synthesis, meta-analysis and qualitative analysis.
resultsNine studies involving 1,352 participants were included. CRF was improved to a greater extent in participants using WPAM with exercise prescription or advice compared with controls (MD 1.65 mL/kg/min;95% confidence interval [CI; 0.64-2.66];
conclusionsOur meta-analysis showed WPAM with exercise prescription or advice are superior to no device in improving CRF in the maintenance phase of CR and no cardiac adverse events were reported with WPAM use. Our qualitative analysis showed evidence in favour of WPAM with exercise prescription or advice for both CRF and step count. WPAM with exercise prescription or advice did not change sedentary time. Psychological health and exercise intensity may potentially be enhanced by WPAM with exercise prescription or advice, however further research would strengthen this conclusion.
trial registrationPROSPERO Registration Number: CRD42019106591.
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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.