ArticleJournal of environment and health sciences2016
Use of Consumer Wearable Devices to Promote Physical Activity: A Review of Health Intervention Studies.
Article in Journal of environment and health sciences, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 4 registered trials, which are not on this map. Cited by 64 papers, 9 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.
A Remotely Supervised Exercise Program for Lung Cancer Patients Undergoing Chemoradiation
Developing and Testing a Technology-Based Translation of the Diabetes Prevention Program for Adult Primary Care Patients At-Risk of Developing Type 2 Diabetes Mellitus
Efficacy of Whole-body Electromyostimulation (WB-EMS) Training on Glycemic Control in People With Prediabetes: a Randomized Controlled Pilot-study
A Randomized Controlled Trial Adding Behavioural Counselling to Supervised Physical Activity in Cancer Survivors
Who cites it
64 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- The acceptability of using wearable electronic devices to monitor physical activity of patients with Multiple Myeloma undergoing treatment: a systematic review.Clinical hematology international · 2024Pooled it
- Assessing the Pragmatic Nature of Mobile Health Interventions Promoting Physical Activity: Systematic Review and Meta-analysis.JMIR mHealth and uHealth · 2023Pooled it
- A Systematic Review of Physical Activity Intervention Programs in ASEAN Countries: Efficacy and Future Directions.International journal of environmental research and public health · 2022Pooled it
- Pooled it
- The Acceptability, Feasibility, and Effectiveness of Wearable Activity Trackers for Increasing Physical Activity in Children and Adolescents: A Systematic Review.International journal of environmental research and public health · 2021Pooled it
- Validity and Reliability of International Physical Activity Questionnaires for Adults across EU Countries: Systematic Review and Meta Analysis.International journal of environmental research and public health · 2020Pooled it
- Effectiveness of Wearable Trackers on Physical Activity in Healthy Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials.JMIR mHealth and uHealth · 2020Pooled it
- Can consumer wearable activity tracker-based interventions improve physical activity and cardiometabolic health in patients with chronic diseases? A systematic review and meta-analysis of randomised controlled trials.The international journal of behavioral nutrition and physical activity · 2020Pooled it
- Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis.JMIR mHealth and uHealth · 2019Pooled it
- The efficacy of morning versus evening exercise for weight loss: A randomized controlled trial.Obesity (Silver Spring, Md.) · 2023Trial
- Fitbit Use and Activity Levels From Intervention to 2 Years After: Secondary Analysis of a Randomized Controlled Trial.JMIR mHealth and uHealth · 2022Trial
- Impact of Activity Tracker Usage in Combination with a Physical Activity Intervention on Physical and Cognitive Parameters in Healthy Adults Aged 60+: A Randomized Controlled Trial.International journal of environmental research and public health · 2022Trial
- Smart wearable devices as a psychological intervention for healthy lifestyle and quality of life: a randomized controlled trial.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2021Trial
- Effectiveness of Minimal Contact Interventions: An RCT.American journal of preventive medicine · 2021Trial
- A Physical Therapist-Administered Physical Activity Intervention After Total Knee Replacement: Protocol for a Randomized Controlled Trial.Physical therapy · 2018Trial
- Improving Context-Aware Personalized Nudging: Using Wearable Sensors to Reduce Sedentary Behavior.Delaware journal of public health · 2026Article
- Challenges and opportunities of psychological aging research.European journal of ageing · 2025Review
- Mobile Health Interventions for Individuals with Type 2 Diabetes and Overweight or Obesity-A Systematic Review and Meta-Analysis.Journal of functional morphology and kinesiology · 2025Review
- Negative binomial mixed effects location-scale models for intensive longitudinal count-type physical activity data provided by wearable devices.Biometrics · 2025Article
- Psychological Aspects of Wearable Health Technologies in Patients with Cardiovascular Disease: A Literature Review and Call to Action.Current cardiology reports · 2025Review
4 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
2 authors.
Funding
Abstract
backgroundAlthough many wearable devices for monitoring and tracking physical activity are available to consumers, relatively few research studies have been conducted to determine their efficacy in promoting health.
methodsIn this article, data on the use of consumer wearable devices in promoting healthy behaviors are summarized based upon bibliographic searches in PubMed and Psychology and Behavioral Sciences Collection with relevant search terms through September 2016.
resultsA total of 274 articles were identified in the bibliographic searches. By screening abstracts or full-text articles, six pre/post test trials and seven randomized controlled trials were identified. In initial trials, consumer wearable devices have been shown to increase physical activity and help users lose weight. However, the number of studies completed to date is small and limited by small sample sizes, short study durations, and uncertain generalizability of the findings.
conclusionsFuture studies should utilize randomized controlled trial research designs, larger sample sizes, and longer study periods to better establish the efficacy of wearable devices in promoting physical activity. Additional research is needed to determine the feasibility and effectiveness of wearable devices in promoting physical activity and weight loss in community settings including communities affected by health disparities. Studies focusing on children and adolescents are also needed.
Indexed as
Identifiers
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.