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

Fitness Trackers and Smart Pedometers/Accelerometers (571) Wearables and MHealth Viewpoints (80) mHealth for Wellness, Behavior Change and Prevention (2922) Innovations and Technology for Physical Activity Education (756) Mobile Health (mhealth) (2982) Wearable Devices and Sensors (903) mHealth for Data Collection and Research (981)

Published on in Vol 9, No 3 (2021): March

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/25289, first published .
Using Fitbit as an mHealth Intervention Tool to Promote Physical Activity: Potential Challenges and Solutions

Using Fitbit as an mHealth Intervention Tool to Promote Physical Activity: Potential Challenges and Solutions

Using Fitbit as an mHealth Intervention Tool to Promote Physical Activity: Potential Challenges and Solutions

Authors of this article:

Guilherme M Balbim1 Author Orcid Image ;   Isabela G Marques2 Author Orcid Image ;   David X Marquez1 Author Orcid Image ;   Darshilmukesh Patel3 Author Orcid Image ;   Lisa K Sharp4 Author Orcid Image ;   Spyros Kitsiou5 Author Orcid Image ;   Sharmilee M Nyenhuis6 Author Orcid Image
Article Authors Cited by (40) Tweetations (33) Metrics

Journals

  1. St Fleur R, St George S, Leite R, Kobayashi M, Agosto Y, Jake-Schoffman D. Use of Fitbit Devices in Physical Activity Intervention Studies Across the Life Course: Narrative Review. JMIR mHealth and uHealth 2021;9(5):e23411 View
  2. Hofbauer L, Rodriguez F. How is the usability of commercial activity monitors perceived by older adults and by researchers? A cross-sectional evaluation of community-living individuals. BMJ Open 2022;12(11):e063135 View
  3. Grande D, Mitra N, Iyengar R, Merchant R, Asch D, Sharma M, Cannuscio C. Consumer Willingness to Share Personal Digital Information for Health-Related Uses. JAMA Network Open 2022;5(1):e2144787 View
  4. Focht B, Rejeski W, Hackshaw K, Ambrosius W, Groessl E, Chaplow Z, DeScenza V, Bowman J, Fairman C, Nesbit B, Dispennette K, Zhang X, Fowler M, Haynam M, Hohn S. The Collaborative Lifestyle Intervention Program in Knee Osteoarthritis Patients (CLIP-OA) trial: Design and methods. Contemporary Clinical Trials 2022;115:106730 View
  5. Leigh J, Gerber B, Gans C, Kansal M, Kitsiou S. Smartphone Ownership and Interest in Mobile Health Technologies for Self-care Among Patients With Chronic Heart Failure: Cross-sectional Survey Study. JMIR Cardio 2022;6(1):e31982 View
  6. Smart M, Nabulsi N, Gerber B, Gupta I, Di Eugenio B, Ziebart B, Sharp L. A Remote Health Coaching, Text-Based Walking Program in Ethnic Minority Primary Care Patients With Overweight and Obesity: Feasibility and Acceptability Pilot Study. JMIR Formative Research 2022;6(1):e31989 View
  7. Kringle E, Tucker D, Wu Y, Lv N, Kannampallil T, Barve A, Dosala S, Wittels N, Dai R, Ma J. Associations between daily step count trajectories and clinical outcomes among adults with comorbid obesity and depression. Mental Health and Physical Activity 2023;24:100512 View
  8. Williamson Lewis R, Howell K, Effinger K, Meacham L, Wasilewski-Masker K, Mertens A, Gilleland Marchak J. Feasibility of Fitbit Use in Adolescent Survivors of Pediatric Cancer: Who Consistently Uses It and for How Long?. Journal of Adolescent and Young Adult Oncology 2023;12(4):529 View
  9. Lai M, Mong M, Cheng L, Lau Y. The effect of wearable‐delivered sleep interventions on sleep outcomes among adults: A systematic review and meta‐analysis of randomized controlled trials. Nursing & Health Sciences 2023;25(1):44 View
  10. Burke L, Sereika S, Bizhanova Z, Parmanto B, Kariuki J, Cheng J, Beatrice B, Cedillo M, Pulantara I, Wang Y, Loar I, Conroy M. The Effect of Tailored, Daily, Smartphone Feedback to Lifestyle Self-Monitoring on Weight Loss at 12 Months: the SMARTER Randomized Clinical Trial. Journal of Medical Internet Research 2022;24(7):e38243 View
  11. Sieber C, Haag C, Polhemus A, Sylvester R, Kool J, Gonzenbach R, von Wyl V. Feasibility and scalability of a fitness tracker study: Results from a longitudinal analysis of persons with multiple sclerosis. Frontiers in Digital Health 2023;5 View
  12. Steel C, Crist K, Grimes A, Bejarano C, Ortega A, Hibbing P, Schipperijn J, Carlson J. Validity of a Global Positioning System-Based Algorithm and Consumer Wearables for Classifying Active Trips in Children and Adults. Journal for the Measurement of Physical Behaviour 2021;4(4):321 View
  13. Davergne T, Kedra J, Gossec L. Wearable activity trackers and artificial intelligence in the management of rheumatic diseases. Zeitschrift für Rheumatologie 2021;80(10):928 View
  14. Kim E, Jenness J, Miller A, Halabi R, de Zambotti M, Bagot K, Baker F, Pratap A. Association of Demographic and Socioeconomic Indicators With the Use of Wearable Devices Among Children. JAMA Network Open 2023;6(3):e235681 View
  15. Yadav S, Agarwal R, Bharath K, Rao S, Thakur C. tinyRadar for Fitness: A Contactless Framework for Edge Computing. IEEE Transactions on Biomedical Circuits and Systems 2023;17(2):192 View
  16. Choma E, Hayes S, Lewis B, Rothman A, Wyman J, Guan W, McMahon S. Technical Assistance Received by Older Adults to Use Commercially Available Physical Activity Monitors (Ready Steady 3.0 Trial): Ad-Hoc Descriptive Longitudinal Study. JMIR mHealth and uHealth 2023;11:e47891 View
  17. Lin S. Adoption of Mobile and Wearable Technology for Older Adults’ Physical Activity: A Preliminary Model. Journal of Consumer Health on the Internet 2023;27(2):139 View
  18. Jang H, Lee S, Son Y, Seo S, Baek Y, Mun S, Kim H, Kim I, Kim J. Exploring Variations in Sleep Perception: Comparative Study of Chatbot Sleep Logs and Fitbit Sleep Data. JMIR mHealth and uHealth 2023;11:e49144 View
  19. Lu Z, Signer T, Sylvester R, Gonzenbach R, von Wyl V, Haag C. Implementation of Remote Activity Sensing to Support a Rehabilitation Aftercare Program: Observational Mixed Methods Study With Patients and Health Care Professionals. JMIR mHealth and uHealth 2023;11:e50729 View
  20. Park J, Kim M, El Mistiri M, Kha R, Banerjee S, Gotzian L, Chevance G, Rivera D, Klasnja P, Hekler E. Advancing Understanding of Just-in-Time States for Supporting Physical Activity (Project JustWalk JITAI): Protocol for a System ID Study of Just-in-Time Adaptive Interventions. JMIR Research Protocols 2023;12:e52161 View
  21. Shih H, Quinn L, Morgan-Jones P, Long K, Schreier A, Friel C. Wearable Activity Monitors to Support Physical Activity Interventions in Neurodegenerative Disease: A Feasibility Study. Neurodegenerative Disease Management 2023;13(3):177 View
  22. Gao Z, Ryu S, Zhou W, Adams K, Hassan M, Zhang R, Blaes A, Wolfson J, Sun J. Effects of personalized exercise prescriptions and social media delivered through mobile health on cancer survivors’ physical activity and quality of life. Journal of Sport and Health Science 2023;12(6):705 View
  23. Abrantes A, Browne J, Uebelacker L, Anderson B, Barter S, Shah Z, Kunicki Z, Caviness C, Price L, Desaulniers J, Brown R. Randomized Controlled Trial of Aerobic Exercise for Smoking Cessation Among Individuals With Elevated Depressive Symptoms. Nicotine and Tobacco Research 2024;26(5):634 View
  24. Clutton J, Montgomery R, Mudaranthakam D, Blocker E, Shaw A, Szabo Reed A, Vidoni E, Bastani P. An open-source system for efficient clinical trial support: The COMET study experience. PLOS ONE 2023;18(11):e0293874 View
  25. Machorro-Cano I, Olmedo-Aguirre J, Alor-Hernández G, Rodríguez-Mazahua L, Sánchez-Morales L, Pérez-Castro N. Cloud-Based Platforms for Health Monitoring: A Review. Informatics 2023;11(1):2 View
  26. Langer S, Joseph R, Mistretta E, Tao C, Porter L, Campos A, Khera N. Family-Focused Facilitated Fitness: Feasibility and Acceptability of a Couple-Based Physical Activity Intervention for Hematopoietic Cell Transplant Recipients and Their Caregiving Partners. Transplantation and Cellular Therapy 2024;30(4):450.e1 View
  27. McMahon S, Lewis B, Guan W, Wang Q, Hayes S, Wyman J, Rothman A. Effect of Intrapersonal and Interpersonal Behavior Change Strategies on Physical Activity Among Older Adults. JAMA Network Open 2024;7(2):e240298 View
  28. Soltero E, Musaad S, O’Connor T, Thompson D, Norris K, Beech B. Feasibility of Fit24, a Digital Diabetes Prevention Program for Hispanic Adolescents: Qualitative Evaluation Study. JMIR Formative Research 2024;8:e54595 View
  29. Raines C, Noorvash B, Posadas E, Sandler H, Freedland S, Gresham G. Applications of wearable activity monitors for prostate cancer survivors: A systematic scoping review. Contemporary Clinical Trials 2024;143:107563 View
  30. Delobelle J, Lebuf E, Dyck D, Compernolle S, Janek M, Backere F, Vetrovsky T. Fitbit's accuracy to measure short bouts of stepping and sedentary behaviour: validation, sensitivity and specificity study. DIGITAL HEALTH 2024;10 View
  31. Krygier J, Lubkowski P, Maslanka K, Dobrowolski A, Mrozek T, Znaniecki W, Oskwarek P. Smart Medical Evacuation Support System for the Military. Sensors 2024;24(14):4581 View
  32. Jenssen M, Salvi E, Fors E, Nilsen O, Ngo P, Tejedor M, Bellika J, Godtliebsen F. Exploring Pain Reduction through Physical Activity: A Case Study of Seven Fibromyalgia Patients. Bioengineering 2024;11(8):765 View
  33. Van Der Donckt J, Vandenbussche N, Van Der Donckt J, Chen S, Stojchevska M, De Brouwer M, Steenwinckel B, Paemeleire K, Ongenae F, Van Hoecke S. Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches. Scientific Reports 2024;14(1) View
  34. Choi Y, Kwon Y, Park Y, Chin M, Hahn S, Kim Y. Exploring Factors Related to Menopausal Symptoms in Middle-aged Women: A Study of Body Composition, Physical Fitness, and Physical Activity. The Korean Journal of Sports Medicine 2024;42(3):202 View
  35. Jia Z, Zhou T, Yan Z, Hu J, Shi Y. Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2024;43(10):3157 View
  36. Salim A, Brakenridge C, Lekamlage D, Howden E, Grigg R, Dillon H, Bondell H, Simpson J, Healy G, Owen N, Dunstan D, Winkler E. Detection of sedentary time and bouts using consumer-grade wrist-worn devices: a hidden semi-Markov model. BMC Medical Research Methodology 2024;24(1) View
  37. 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

Books/Policy Documents

  1. Bojan K, Christogianni A, Mukaetova-Ladinska E. Handbook of Research on Promoting Economic and Social Development Through Serious Games. View
  2. Domínguez-Miranda S, Rodríguez-Aguilar R. Computer Science and Engineering in Health Services. View