SynthesisJournal of medical Internet research2012
Increasing physical activity with mobile devices: a meta-analysis.
Synthesis in Journal of medical Internet research, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 193 papers, 15 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.
Testing the Efficacy of the ENCOURAGE App in Decreasing Sedentary Behaviour: A Time Series Quasi-Experimental Study
Physical Activity in Axial Spondyloarthritis: Development and Implementation of an Evidence-Based Health Technology Approach to Improve Adherence to Recommended Guidelines
Who cites it
193 citing papers in PubMed, 15 syntheses or guidelines pooled it.
- Effective Behavior Change Techniques in Digital Health Interventions for the Prevention or Management of Noncommunicable Diseases: An Umbrella Review.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2023Pooled it
- The effectiveness of digital interventions for increasing physical activity in individuals of low socioeconomic status: a systematic review and meta-analysis.The international journal of behavioral nutrition and physical activity · 2021Pooled it
- Text Message Interventions for Physical Activity: A Systematic Review and Meta-Analysis.American journal of preventive medicine · 2020Pooled 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
- What is the role of smartphones on physical activity promotion? A systematic review and meta-analysis.International journal of public health · 2019Pooled it
- The Comparative Effectiveness of Mobile Phone Interventions in Improving Health Outcomes: Meta-Analytic Review.JMIR mHealth and uHealth · 2019Pooled it
- Technology-Supported Self-Guided Nutrition and Physical Activity Interventions for Adults With Cancer: Systematic Review.JMIR mHealth and uHealth · 2019Pooled it
- Activity monitors for increasing physical activity in adult stroke survivors.The Cochrane database of systematic reviews · 2018Pooled it
- Efficacy of interventions that use apps to improve diet, physical activity and sedentary behaviour: a systematic review.The international journal of behavioral nutrition and physical activity · 2016Pooled it
- The effectiveness of e-& mHealth interventions to promote physical activity and healthy diets in developing countries: A systematic review.The international journal of behavioral nutrition and physical activity · 2016Pooled it
- Digital health interventions for the prevention of cardiovascular disease: a systematic review and meta-analysis.Mayo Clinic proceedings · 2015Pooled it
- Measuring and influencing physical activity with smartphone technology: a systematic review.Sports medicine (Auckland, N.Z.) · 2014Pooled it
- Assessing the internal and external validity of mobile health physical activity promotion interventions: a systematic literature review using the RE-AIM framework.Journal of medical Internet research · 2013Pooled it
- Current mHealth technologies for physical activity assessment and promotion.American journal of preventive medicine · 2013Pooled it
- Internet-Delivered Self-management Support for Improving Coronary Heart Disease and Self-management-Related Outcomes: A Systematic Review.The Journal of cardiovascular nursingPooled it
- Impact of the Osijek Multidisciplinary Biopsychosocial Program on Chronic Low Back Pain: A Prospective Randomized Controlled Study.International journal of environmental research and public health · 2026Trial
- Effects of Using a Smartphone App Combined With Behavior Change Techniques on the Level of Physical Activity Among Adults and Older Adults: Sequential Multiple Assignment Randomized Trial.Journal of medical Internet research · 2026Trial
- Fit4Surgery: A pilot randomized controlled trial to assess the feasibility of prehabilitation prior to debulking surgery for ovarian cancer.Gynecologic oncology · 2025Trial
- The implementation of telemedicine in wound care: a qualitative study of nurses' and patients' experiences.BMC health services research · 2024Trial
- The impact of technology on promoting physical activities and mental health: a gender-based study.BMC psychology · 2023Trial
133 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
backgroundRegular physical activity has established physical and mental health benefits; however, merely one quarter of the U.S. adult population meets national physical activity recommendations. In an effort to engage individuals who do not meet these guidelines, researchers have utilized popular emerging technologies, including mobile devices (ie, personal digital assistants [PDAs], mobile phones). This study is the first to synthesize current research focused on the use of mobile devices for increasing physical activity.
objectiveTo conduct a meta-analysis of research utilizing mobile devices to influence physical activity behavior. The aims of this review were to: (1) examine the efficacy of mobile devices in the physical activity setting, (2) explore and discuss implementation of device features across studies, and (3) make recommendations for future intervention development.
methodsWe searched electronic databases (PubMed, PsychINFO, SCOPUS) and identified publications through reference lists and requests to experts in the field of mobile health. Studies were included that provided original data and aimed to influence physical activity through dissemination or collection of intervention materials with a mobile device. Data were extracted to calculate effect sizes for individual studies, as were study descriptives. A random effects meta-analysis was conducted using the Comprehensive Meta-Analysis software suite. Study quality was assessed using the quality of execution portion of the Guide to Community Preventative Services data extraction form.
resultsFour studies were of "good" quality and seven of "fair" quality. In total, 1351 individuals participated in 11 unique studies from which 18 effects were extracted and synthesized, yielding an overall weight mean effect size of g = 0.54 (95% CI = 0.17 to 0.91, P = .01).
conclusionsResearch utilizing mobile devices is gaining in popularity, and this study suggests that this platform is an effective means for influencing physical activity behavior. Our focus must be on the best possible use of these tools to measure and understand behavior. Therefore, theoretically grounded behavior change interventions that recognize and act on the potential of smartphone technology could provide investigators with an effective tool for increasing physical activity.
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.