This paper is in the following e-collection/theme issue:

Digital Health Reviews (1551) Innovations and Technology for Physical Activity Education (830) Web-based and Mobile Health Interventions (3676) Fitness Trackers and Smart Pedometers/Accelerometers (617) mHealth for Wellness, Behavior Change and Prevention (3119) Wearable Devices and Sensors (1013)

Published on in Vol 22, No 10 (2020): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23954, first published .
Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis

Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis

Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis

Authors of this article:

Mickael Ringeval1 Author Orcid Image ;   Gerit Wagner2 Author Orcid Image ;   James Denford3 Author Orcid Image ;   Guy Paré2 Author Orcid Image ;   Spyros Kitsiou4 Author Orcid Image
Article Authors Cited by (134) Tweetations (32) Metrics

Journals

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  103. Kemp B, Kelly B, Cupples G, Fleck O, McAuley E, Creighton R, Wallace H, Graham U, Mulligan C, Kennedy A, Patterson C, McCance D. A Pregnancy and Postnatal RCT Among Women With Gestational Diabetes Mellitus and Overweight/Obesity: The PAIGE2 Study. Journal of the Endocrine Society 2024;8(10) View
  104. Abdelaal Y, Aupetit M, Baggag A, Bashir M, Al-Thani D. How Much Wearable Data is Enough for the Utility and Trust of Augmented Artificial Intelligence Systems? A Scenario-Based Interview with Medical Professionals. International Journal of Human–Computer Interaction 2025;41(12):7684 View
  105. Wettstein R, Sedaghat-Hamedani F, Heinze O, Amr A, Reich C, Betz T, Kayvanpour E, Merzweiler A, Büsch C, Mohr I, Friedmann-Bette B, Frey N, Dugas M, Meder B. A Remote Patient Monitoring System With Feedback Mechanisms Using a Smartwatch: Concept, Implementation, and Evaluation Based on the activeDCM Randomized Controlled Trial. JMIR mHealth and uHealth 2024;12:e58441 View
  106. Goldstein C, Goldstein S, Ladd B, Wing R, Thomas J. Differences in Self-Monitoring Technology Use and Perceptions Between National Weight Control Registry Participants Maintaining and Regaining Weight. Journal of Technology in Behavioral Science 2024;10(2):450 View
  107. de Diego-Alonso C, Blasco-Abadía J, Doménech-García V, Bellosta-López P. Validity and stability of the international physical activity questionnaire short-form for stroke survivors with preserved walking ability. Topics in Stroke Rehabilitation 2024:1 View
  108. Maylor B, Rowlands A, Daley A, Sanders J, Yates T, Edwardson C. Research-Grade Accelerometers to Assess Intervention Effectiveness and Commercial Wearables as a Self-Monitoring Tool: Are the Two Aligned on Moderate to Vigorous Physical Activity?. Journal for the Measurement of Physical Behaviour 2024;7(1) View
  109. He Z, Zhao G, Li C, Xing Y, Xu A, Yang J, Wang R. Effects of using wearable devices on reducing sedentary time and prolonged sitting in healthy adults: a network meta-analysis. BMJ Open 2024;14(11):e080186 View
  110. Hosseinalizadeh M, Asghari M, Toosizadeh N. Sensor-Based Frailty Assessment Using Fitbit. Sensors 2024;24(23):7827 View
  111. Rosa D, Beaulieu-Bonneau S, Scott A, Roy J. Do biopsychosocial factors predict the level of physical activity in individuals with persistent shoulder pain?. Musculoskeletal Science and Practice 2025;75:103247 View
  112. Hayashi K, Miki K, Shiro Y, Tetsunaga T, Takasusuki T, Hosoi M, Yukioka M. Utilization of telemedicine in conjunction with wearable devices for patients with chronic musculoskeletal pain: a randomized controlled clinical trial. Scientific Reports 2025;15(1) View
  113. Kitsiou S, Gerber B, Buchholz S, Kansal M, Sun J, Pressler S. Patient-Centered mHealth Intervention to Improve Self-Care in Patients With Chronic Heart Failure: Phase 1 Randomized Controlled Trial. Journal of Medical Internet Research 2025;27:e55586 View
  114. Sasaki-Otomaru A, Saito K, Yamasue K, Tochikubo O, Kanoya Y, Hamasaki H. Relationship of sleep and activity, assessed via a wristwatch-type pulsimeter with an accelerometer, with health status in community-dwelling older adults: A preliminary study. PLOS ONE 2025;20(3):e0317524 View
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  119. Buchholz S, Daniel M, Kitsiou S, Schoeny M, Halloway S, Johnson T, Vispute S, Wilbur J. Working Women Walking Program: A Sequential Multiple Assignment Randomized Trial. Journal of Physical Activity and Health 2025:1 View
  120. Davey R, Zabatiero J, Beynon A, Wood G, Sy S, Rasmussen C, Hendry D, Stearne S, Harris C, Straker L, Campbell A. It is Feasible for 3 to 5‐Year‐Old Children to Use Smartwatch Activity Trackers: A Systematic Review. Acta Paediatrica 2025 View
  121. Karunarathna T, Liang Z. Development of Non-Invasive Continuous Glucose Prediction Models Using Multi-Modal Wearable Sensors in Free-Living Conditions. Sensors 2025;25(10):3207 View
  122. Jiménez-Gómez M, Sayas Catalan J. Smart steps forward: the role of wearables in long-term rehabilitation after lung transplantation. Thorax 2025:thorax-2025-223541 View
  123. Piotr Łapiński , Mateusz Świątko , Anna Tokarska , Marcin Grzebyk , Aleksandra Arnista , Joanna Rybak , Katarzyna Gawrońska , Agnieszka Waszczuk , Aleksandra Kołodziejczyk , Paweł Sosnowski . PREDICTING AFFECTIVE EPISODES THROUGH DIGITAL MONITORING OF CIRCADIAN RHYTHM DISTURBANCES: A SYSTEMATIC REVIEW OF MODERN TECHNOLOGY APPLICATIONS. International Journal of Innovative Technologies in Social Science 2025;(2(46)) View
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Books/Policy Documents

  1. Lustria M, van Weert J. The International Encyclopedia of Health Communication. View
  2. Vining D. Structured Reporting in Radiology. View
  3. Santofimia M, Villanueva F, Dorado J, Rubio A, Fernández-Bermejo J, Llumiguano H, del Toro X, Wiratunga N, Lopez J. Image Analysis and Processing. ICIAP 2022 Workshops. View
  4. Furniturewala M, Sivaraman A, Anand A, Kannuchamy T, Sasikala R. Inclusivity and Accessibility in Digital Health. View
  5. Raja G. Rehabilitation Robotics and Healthcare Devices. View

Conference Proceedings

  1. Freeman J, Curtis A. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Putting the Self in Self-Tracking: The Value of a Co-Designed ‘How Might You’ Self-Tracking Guide for Teenagers View
  2. Furniturewala M, Sivaraman A, Anand A, Kannuchamy T, R S. 2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE). Measurement of Body Vitals using Photoplethysmography (PPG) and Smartphone Sensors View
  3. Vishwakarma A, Ranjan R, Verma K, Kumar R. 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT). Exploring the Potential Impacts of Wearable Technology in Reshaping Healthcare View
  4. Burlacu M, Anghel I. 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP). A Platform for Enhanced Remote Care and Support for Older Adults View