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

Digital Health Reviews (1724) Fitness Trackers and Smart Pedometers/Accelerometers (665) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1732) Wearable Devices and Sensors (1133)

Published on in Vol 24, No 8 (2022): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/36337, first published .
Association Between Patient Factors and the Effectiveness of Wearable Trackers at Increasing the Number of Steps per Day Among Adults With Cardiometabolic Conditions: Meta-analysis of Individual Patient Data From Randomized Controlled Trials

Association Between Patient Factors and the Effectiveness of Wearable Trackers at Increasing the Number of Steps per Day Among Adults With Cardiometabolic Conditions: Meta-analysis of Individual Patient Data From Randomized Controlled Trials

Association Between Patient Factors and the Effectiveness of Wearable Trackers at Increasing the Number of Steps per Day Among Adults With Cardiometabolic Conditions: Meta-analysis of Individual Patient Data From Randomized Controlled Trials

Authors of this article:

Alexander Hodkinson1, 2 Author Orcid Image ;   Evangelos Kontopantelis1, 2, 3 Author Orcid Image ;   Salwa S Zghebi1, 2 Author Orcid Image ;   Christos Grigoroglou1, 2 Author Orcid Image ;   Brian McMillan1, 2 Author Orcid Image ;   Harm van Marwijk4 Author Orcid Image ;   Peter Bower1, 2 Author Orcid Image ;   Dialechti Tsimpida1, 2 Author Orcid Image ;   Charles F Emery5 Author Orcid Image ;   Mark R Burge6 Author Orcid Image ;   Hunter Esmiol6 Author Orcid Image ;   Margaret E Cupples7 Author Orcid Image ;   Mark A Tully8 Author Orcid Image ;   Kaberi Dasgupta9, 10 Author Orcid Image ;   Stella S Daskalopoulou9, 11 Author Orcid Image ;   Alexandra B Cooke9 Author Orcid Image ;   Ayorinde F Fayehun12 Author Orcid Image ;   Julie Houle13 Author Orcid Image ;   Paul Poirier14 Author Orcid Image ;   Thomas Yates15 Author Orcid Image ;   Joseph Henson15 Author Orcid Image ;   Derek R Anderson5 Author Orcid Image ;   Elisabeth B Grey16 Author Orcid Image ;   Maria Panagioti1, 2 Author Orcid Image
Article Authors Cited by (9) Tweetations (17) Metrics

Journals

  1. Heizmann A, Chapelle C, Laporte S, Roche F, Hupin D, Le Hello C. Impact of wearable device-based interventions with feedback for increasing daily walking activity and physical capacities in cardiovascular patients: a systematic review and meta-analysis of randomised controlled trials. BMJ Open 2023;13(7):e069966 View
  2. Fedorchenko Y, Zimba O, Sagtaganov Z, Yessirkepov M. Enhancing chronic disease management through physical activity and pedometry-based health monitoring. Rheumatology International 2024;44(12):2737 View
  3. Riopel-Meunier J, Piché M, Poirier P. Exercise and Fitness Quantification in Clinical Practice: Why and How; and Where Are We Going?. Canadian Journal of Cardiology 2025;41(3):427 View
  4. Alley S, Waters K, Parker F, Peiris D, Fien S, Rebar A, Vandelanotte C. The effectiveness of digital physical activity interventions in older adults: a systematic umbrella review and meta-meta-analysis. International Journal of Behavioral Nutrition and Physical Activity 2024;21(1) View
  5. König L, Western M, Denton A, Krukowski R. Umbrella review of social inequality in digital interventions targeting dietary and physical activity behaviors. npj Digital Medicine 2025;8(1) View
  6. Hodkinson A, Sulochana H, Kontopantelis E, Adeniji C, van Marwijk H, McMillan B, Bower P, Panagioti M. Effectiveness of different intervention designs for improving physical activity in adults with cardiometabolic conditions over time: a systematic review and network meta-analysis of randomised controlled trials. BMC Medicine 2025;23(1) View
  7. De Soyza A, Goodwin V, Roberts K, Masoli J, Mathews J, Wilding J, Nestor G, Bower P. Rising to the challenges of research in multiple long-term conditions: health and social care research ecosystem approaches. BMJ Open 2025;15(9):e096206 View
  8. Marchiori M, Heidler J, Segantin G, Eckmann H, Chinapaw M, Kjærgaard M, Schipperijn J. Visualising accelerometer-based 24/7 human movement behaviour data: an umbrella review and framework development from the LABDA project. Journal of Activity, Sedentary and Sleep Behaviors 2025;4(1) View

Books/Policy Documents

  1. Rhee S, Rhee E. Diabetes Digital Health, Telehealth, and Artificial Intelligence. View