Published on in Vol 8, No 7 (2020): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/15576, first published .
Effectiveness of Wearable Trackers on Physical Activity in Healthy Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Effectiveness of Wearable Trackers on Physical Activity in Healthy Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Effectiveness of Wearable Trackers on Physical Activity in Healthy Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Journals

  1. Fröberg A. The COVID-19 pandemic: The importance of physical activity among faculty members. Journal of American College Health 2022;70(6):1597 View
  2. Li C, Chen X, Bi X. Wearable activity trackers for promoting physical activity: A systematic meta-analytic review. International Journal of Medical Informatics 2021;152:104487 View
  3. Bardus M, Borgi C, El-Harakeh M, Gherbal T, Kharroubi S, Fares E. Exploring the Use of Mobile and Wearable Technology among University Student Athletes in Lebanon: A Cross-Sectional Study. Sensors 2021;21(13):4472 View
  4. Casado-Robles C, Viciana J, Guijarro-Romero S, Mayorga-Vega D. Effects of Consumer-Wearable Activity Tracker-Based Programs on Objectively Measured Daily Physical Activity and Sedentary Behavior Among School-Aged Children: A Systematic Review and Meta-analysis. Sports Medicine - Open 2022;8(1) View
  5. Steel R. The longitudinal associations between wearable technology, physical activity and self-determined motivation. International Journal of Sport and Exercise Psychology 2024;22(4):1030 View
  6. McCormack G, Petersen J, Ghoneim D, Blackstaffe A, Naish C, Doyle-Baker P. Effectiveness of an 8-Week Physical Activity Intervention Involving Wearable Activity Trackers and an eHealth App: Mixed Methods Study. JMIR Formative Research 2022;6(5):e37348 View
  7. Bliudzius A, Svaikeviciene K, Puronaite R, Kasiulevicius V. Physical Activity Evaluation Using Activity Trackers for Type 2 Diabetes Prevention in Patients with Prediabetes. International Journal of Environmental Research and Public Health 2022;19(14):8251 View
  8. Standen E, Rothman A. Capitalizing on the potential of mobile health applications as behavioral interventions: A research agenda for calorie‐tracking and activity‐tracking applications. Social and Personality Psychology Compass 2023;17(3) View
  9. Larsen L, Lauritzen M, Sinkjaer M, Kjaer T. The Effect of Wearable Tracking Devices on Cardiorespiratory Fitness Among Inactive Adults: Crossover Study. JMIR Cardio 2022;6(1):e31501 View
  10. Motahari-Nezhad H, Al-Abdulkarim H, Fgaier M, Abid M, Péntek M, Gulácsi L, Zrubka Z. Digital Biomarker–Based Interventions: Systematic Review of Systematic Reviews. Journal of Medical Internet Research 2022;24(12):e41042 View
  11. Soulard J, Carlin T, Knitza J, Vuillerme N. Wearables for Measuring the Physical Activity and Sedentary Behavior of Patients With Axial Spondyloarthritis: Systematic Review. JMIR mHealth and uHealth 2022;10(8):e34734 View
  12. Jung J, Cho I. Promoting Physical Activity and Weight Loss With mHealth Interventions Among Workers: Systematic Review and Meta-analysis of Randomized Controlled Trials. JMIR mHealth and uHealth 2022;10(1):e30682 View
  13. Tong H, Maher C, Parker K, Pham T, Neves A, Riordan B, Chow C, Laranjo L, Quiroz J, König L. The use of mobile apps and fitness trackers to promote healthy behaviors during COVID-19: A cross-sectional survey. PLOS Digital Health 2022;1(8):e0000087 View
  14. Motahari-Nezhad H, Fgaier M, Mahdi Abid M, Péntek M, Gulácsi L, Zrubka Z. Digital Biomarker–Based Studies: Scoping Review of Systematic Reviews. JMIR mHealth and uHealth 2022;10(10):e35722 View
  15. Clemes S, Varela-Mato V, Bodicoat D, Brookes C, Chen Y, Cox E, Edwardson C, Gray L, Guest A, Johnson V, Munir F, Paine N, Richardson G, Ruettger K, Sayyah M, Sherry A, Paola A, Troughton J, Walker S, Yates T, King J. A multicomponent structured health behaviour intervention to improve physical activity in long-distance HGV drivers: the SHIFT cluster RCT. Public Health Research 2022;10(12):1 View
  16. Ferguson T, Olds T, Curtis R, Blake H, Crozier A, Dankiw K, Dumuid D, Kasai D, O'Connor E, Virgara R, Maher C. Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses. The Lancet Digital Health 2022;4(8):e615 View
  17. De Santis K, Jahnel T, Matthias K, Mergenthal L, Al Khayyal H, Zeeb H. Evaluation of Digital Interventions for Physical Activity Promotion: Scoping Review. JMIR Public Health and Surveillance 2022;8(5):e37820 View
  18. Dehghan Ghahfarokhi A, Vosadi E, Barzegar H, Saatchian V. The Effect of Wearable and Smartphone Applications on Physical Activity, Quality of Life, and Cardiovascular Health Outcomes in Overweight/Obese Adults: A Systematic Review and Meta-analysis of Randomized Controlled Trials. Biological Research For Nursing 2022;24(4):503 View
  19. Zanaboni P, Manskow U, Sagelv E, Morseth B, Edvardsen A, Aamot I, Nes B, Hastings B, Gagnon M, Antypas K. Digital interventions to promote physical activity among inactive adults: A study protocol for a hybrid type I effectiveness-implementation randomized controlled trial. Frontiers in Public Health 2022;10 View
  20. Western M, Armstrong M, Islam I, Morgan K, Jones U, Kelson M. The effectiveness of digital interventions for increasing physical activity in individuals of low socioeconomic status: a systematic review and meta-analysis. International Journal of Behavioral Nutrition and Physical Activity 2021;18(1) View
  21. Boudreaux B, Schenck J, Chu Z, Schmidt M. Effectiveness of Fitbit Activity Prompts in Reducing Sitting Time and Increasing Physical Activity in University Employees: A Randomized Controlled Trial. Journal for the Measurement of Physical Behaviour 2022;5(3):178 View
  22. Wang W, Cheng J, Song W, Shen Y. The Effectiveness of Wearable Devices as Physical Activity Interventions for Preventing and Treating Obesity in Children and Adolescents: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2022;10(4):e32435 View
  23. Keats M, Yu X, Sweeney Magee M, Forbes C, Grandy S, Sweeney E, Dummer T. Use of Wearable Activity-Monitoring Technologies to Promote Physical Activity in Cancer Survivors: Challenges and Opportunities for Improved Cancer Care. International Journal of Environmental Research and Public Health 2023;20(6):4784 View
  24. BIZHANOVA Z, SEREIKA S, BROOKS M, ROCKETTE-WAGNER B, KARIUKI J, BURKE L. Identifying Predictors of Adherence to the Physical Activity Goal: A Secondary Analysis of the SMARTER Weight Loss Trial. Medicine & Science in Sports & Exercise 2023;55(5):856 View
  25. Ryan D, Ross M, Simmich J, Ng N, Burton N, Gilson N, Pavey T, Brown W, Gomersall S. TRACK & ACT: a pragmatic randomised controlled trial exploring the comparative effectiveness of pedometers and activity trackers for changing physical activity and sedentary behaviour in inactive individuals. Journal of Activity, Sedentary and Sleep Behaviors 2023;2(1) View
  26. Worlanyo J, Adams C, Adedugbe B, Lokoyi O, Moses M. Knowledge, usability, and impact of wearable fitness devices among community exercisers in Ghana. BMC Digital Health 2023;1(1) View
  27. Moffit R, McTigue K, Conroy M, Kriska A, Fischer G, Ricci E, Dunstan D, Deperrior S, Rao N, Burke L, Rockette-Wagner B. Aspects of Program Engagement in an Online Physical Activity Intervention and Baseline Predictors of Engagement. American Journal of Health Promotion 2023;37(8):1100 View
  28. Van Ooteghem K, Godkin F, Thai V, Beyer K, Cornish B, Weber K, Bernstein H, Kheiri S, Swartz R, Tan B, McIlroy W, Roberts A. User-centered design of feedback regarding health-related behaviors derived from wearables: An approach targeting older adults and persons living with neurodegenerative disease. DIGITAL HEALTH 2023;9 View
  29. Peng S, Othman A, Khairani A, zeng G, Xiaogang Z, Fang Y. Effectiveness of pedometer- and accelerometer-based interventions in improving physical activity and health-related outcomes among college students: A systematic review and meta-analysis. DIGITAL HEALTH 2023;9 View
  30. Wu S, Li G, Du L, Chen S, Zhang X, He Q. The effectiveness of wearable activity trackers for increasing physical activity and reducing sedentary time in older adults: A systematic review and meta-analysis. DIGITAL HEALTH 2023;9 View
  31. Zheng S, Edney S, Goh C, Tai B, Mair J, Castro O, Salamanca-Sanabria A, Kowatsch T, van Dam R, Müller-Riemenschneider F. Effectiveness of holistic mobile health interventions on diet, and physical, and mental health outcomes: a systematic review and meta-analysis. eClinicalMedicine 2023;66:102309 View
  32. Nazaret A, Tonekaboni S, Darnell G, Ren S, Sapiro G, Miller A. Modeling personalized heart rate response to exercise and environmental factors with wearables data. npj Digital Medicine 2023;6(1) View
  33. Ibrahim N, Rampal S, Lee W, Pek E, Suhaimi A. Evaluation of Wrist-Worn Photoplethysmography Trackers with an Electrocardiogram in Patients with Ischemic Heart Disease: A Validation Study. Cardiovascular Engineering and Technology 2024;15(1):12 View
  34. Longhini J, Marzaro C, Bargeri S, Palese A, Dell’Isola A, Turolla A, Pillastrini P, Battista S, Castellini G, Cook C, Gianola S, Rossettini G. Wearable Devices to Improve Physical Activity and Reduce Sedentary Behaviour: An Umbrella Review. Sports Medicine - Open 2024;10(1) View
  35. Tong H, Alnasser A, Alshahrani N, Bawaked R, AlAhmed R, Alsukait R, Rakic S, Cetinkaya V, Al-Hazzaa H, Alqahtani S. The Use of Mobile Technologies to Promote Physical Activity and Reduce Sedentary Behaviors in the Middle East and North Africa Region: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2024;26:e53651 View
  36. He Z, Hassan M, Saiz-González P, Ryu S, Wang R, Gao Z, Jaafar Z. Smartphone app-based interventions on physical activity behaviors and psychological correlates in healthy young adults: A systematic review. PLOS ONE 2024;19(4):e0301088 View
  37. Wu S, Li G, Shi B, Ge H, Chen S, Zhang X, He Q. Comparative effectiveness of interventions on promoting physical activity in older adults: A systematic review and network meta-analysis. DIGITAL HEALTH 2024;10 View
  38. Del-Valle-Soto C, López-Pimentel J, Vázquez-Castillo J, Nolazco-Flores J, Velázquez R, Varela-Aldás J, Visconti P. A Comprehensive Review of Behavior Change Techniques in Wearables and IoT: Implications for Health and Well-Being. Sensors 2024;24(8):2429 View
  39. Bogaers R, Sluik D, Helmhout P, Leijten F. A Workplace Health Promotion Program for a Predominantly Military Population: Associations with General Health, Mental Well-Being and Sustainable Employability. International Journal of Environmental Research and Public Health 2024;21(5):625 View
  40. Zheng X, Li W. Association between fitness technology use and physical activity mediated by communication behaviors on social media. DIGITAL HEALTH 2024;10 View
  41. Kuru H. Exploring the motivation mechanisms of sports trackers among non-professional swimmers. German Journal of Exercise and Sport Research 2024;54(4):587 View
  42. Ma T, Sirard J, Yang L, Li Y, Tsang S, Fu A. Revisiting the concept of bout: associations of moderate-to-vigorous physical activity sessions and non-sessions with mortality. International Journal of Behavioral Nutrition and Physical Activity 2024;21(1) View
  43. Singh B, Chastin S, Miatke A, Curtis R, Dumuid D, Brinsley J, Ferguson T, Szeto K, Simpson C, Eglitis E, Willems I, Maher C. Real-World Accuracy of Wearable Activity Trackers for Detecting Medical Conditions: Systematic Review and Meta-Analysis. JMIR mHealth and uHealth 2024;12:e56972 View
  44. Dong M. Investigating the Tracking Anxiety and Dependence of Smartwatch Users Based on Physiological and Fitness Data. International Journal of Human–Computer Interaction 2024:1 View
  45. Chua R, Lau Y, Ang W, Boey A, Lau S. Effectiveness of wearable technology‐based physical activity interventions for adults with type 2 diabetes mellitus: A systematic review and meta‐regression. Journal of Diabetes 2024;16(10) View
  46. Li Z, Feng W, Zhou L, Gong S. Accuracy of wrist-worn activity trackers for measuring steps in patients after major abdominal surgery: A validation study. DIGITAL HEALTH 2024;10 View

Books/Policy Documents

  1. Solas-Martínez J, Suárez-Manzano S, De la Torre-Cruz M, Ruiz-Ariza A. Augmented Reality and Artificial Intelligence. View