Trial reportQuality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation2021
Smart wearable devices as a psychological intervention for healthy lifestyle and quality of life: a randomized controlled trial.
Trial report in Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06344988 (The Effect of Online Exercise Program on Musculoskeletal Problems, Upper Extremity Function, Physical Activity Level, Muscle Oxygenation, Reaction Time, Grip Strength and Pressure Pain Threshold in Musicians Playing Stringed Instruments), which is not on this map. Cited by 29 papers, 4 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.
The Effect of Online Exercise Program on Musculoskeletal Problems, Upper Extremity Function, Physical Activity Level, Muscle Oxygenation, Reaction Time, Grip Strength and Pressure Pain Threshold in Musicians Playing Stringed Instruments
Who cites it
29 citing papers in PubMed, 4 syntheses or guidelines pooled it, 50 citations in OpenAlex.
- Effectiveness of interventions using activity trackers and smartphone applications for increasing physical activity in older adults with health conditions: a systematic review with meta-analysis.The Journal of frailty & aging · 2026Pooled it
- Efficacy of health literacy interventions aimed to improve health gains of higher education students-a systematic review.BMC public health · 2024Pooled it
- Wearable Devices to Improve Physical Activity and Reduce Sedentary Behaviour: An Umbrella Review.Sports medicine - open · 2024Pooled it
- Mobile-Health based physical activities co-production policies towards cardiovascular diseases prevention: findings from a mixed-method systematic review.BMC health services research · 2022Pooled it
- Trial
- Effectiveness of the Support From Community Health Workers and Health Care Professionals on the Sustained Use of Wearable Monitoring Devices Among Community-Dwelling Older Adults: Feasibility Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- A prospective observational study of lifestyle behaviors and biomarkers to promote cardiometabolic health in healthcare workers during the COVID-19 pandemic.Frontiers in molecular biosciences · 2026Article
- Comparative effects of multimodal, traditional, and technology-based interventions on stress and well-being.Scientific reports · 2025Article
- Article
- UMATBrush: A dataset of inertial signals of toothbrushing activities.Data in brief · 2025Article
- Internet of health things and machine learning for continuous quality of life monitoring.Health and quality of life outcomes · 2025Article
- AI-Driven Wearable Bioelectronics in Digital Healthcare.Biosensors · 2025Review
- The adoption of assistive smart home technology and health-related quality of life among older adults: the moderating role of depressive symptoms.Frontiers in public health · 2025Article
- A study on the relationship between technological affordance of age-appropriate smart wearable devices and the well-being of older adults.Frontiers in public health · 2025Article
- Development of a personal health management system integrating digital twin technology and smart wearables in China.Frontiers in public health · 2025Article
- Bridging UTAUT and HBM: determinants of wearable device adoption among chronic disease patients.Frontiers in public health · 2025Article
- The Role of Wearable Devices in Chronic Disease Monitoring and Patient Care: A Comprehensive Review.Cureus · 2024Review
- Assessing sleep quality in elite and junior cyclists.Frontiers in sports and active living · 2024Article
- The burden of prolonged sedentary behavior imposed by uberization.Sports medicine and health science · 2023Article
- Efficacy of Health Promotion Interventions Aimed to Improve Health Gains in Middle-Aged Adults-A Systematic Review.Geriatrics (Basel, Switzerland) · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author at 1 institution in 1 country.
Funding
Abstract
purposeCreating a healthy lifestyle is important across different life stages. Commercial smart wearable devices are an innovative and interesting approach as an early psychological intervention for modifying health-related behaviors. Therefore, the purpose of this study was to explore the effects of smart wearable devices on health-promoting lifestyles and quality of life.
methodsThe study design was a three-parallel randomized controlled trial with a 3-month intervention. Two commercial smart wearable devices (smartwatches and smart bracelets) with different levels of complicated functions were applied as a psychological intervention in comparison with a smartphone app as the control group. Participants were healthy young adults with a median age of 26 years. Outcome measurements were conducted by self-administered questionnaires. Chi-square tests and ANOVA were performed for testing the difference of participants at baseline, and generalized estimating equations were performed for testing the effect of the intervention.
resultsAt the beginning, 81 participants were recruited and 73 participants completed the study. Results of a healthy lifestyle demonstrated significant group effects of exercise and a significant effect of the interaction for self-actualization and stress management in the experimental group with a smartwatch (Self-actualization: MD = 0.35[- 0.10,0.80]; Exercise: MD = 0.21[- 0.33 0.75]; Stress management: MD = 0.36[- 0.04,0.76]) by comparing with only using mobile app (Self-actualization: MD = - 0.03[- 0.25,0.18]; Exercise: MD = - 0.12[- 0.38,0.14]; Stress management, MD = - 0.28[- 0.55,0.00]). The significant effect of group-by-time interaction for self-actualization was found in the experimental group with a smart bracelet (MD = 0.05[- 0.30,0.20]) by comparing with the control group. The GEE-adjusted model indicated significant effects of the interaction on the comprehensive, physical, and mental quality of life in the experimental group with the smartwatch (Comprehensive: MD = 0.24[- 0.04,0.52]; Physical: MD = 0.67[0.26,1.09]; Mental: MD = 0.72[0.29,1.16]) by comparing with the control group (Comprehensive: MD = - 1.57[- 2.55, - 0.59]; Physical: MD = 0.25[0.00,0.50]; Mental: MD = 0.08[- 0.11,0.27]).
conclusionFrom a psychological perspective, smart wearable devices have potential benefits of shaping a healthy lifestyle and improving the quality of life. Enhancing the utility of commercial well-designed smart wearable devices is an innovative and effective strategy for promoting public health.
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.