Fitness Trackers and Smart Pedometers/Accelerometers

The Effects of a Lifestyle Intervention Supported by the InterWalk Smartphone App on Increasing Physical Activity Among Persons With Type 2 Diabetes: Parallel-Group, Randomized Trial

Ida Kær Thorsen, Yanxiang Yang, Laura Staun Valentiner, Charlotte Glümer, Kristian Karstoft, Jan Christian Brønd, Rasmus Oestergaard Nielsen, Charlotte Brøns, Robin Christensen, Jens Steen Nielsen, Allan Arthur Vaag, Bente Klarlund Pedersen, Henning Langberg, Mathias Ried-Larsen

JMIR Mhealth Uhealth 2022 (Sep 28); 10(9):e30602

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Personalized Energy Expenditure Estimation: Visual Sensing Approach With Deep Learning

Toby Perrett, Alessandro Masullo, Dima Damen, Tilo Burghardt, Ian Craddock, Majid Mirmehdi

JMIR Form Res 2022 (Sep 14); 6(9):e33606

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The Physical Activity Assessment of Adults With Type 2 Diabetes Using Accelerometer-Based Cut Points: Scoping Review

Ioana A Moldovan, Alexa Bragg, Anna S Nidhiry, Barbara A De La Cruz, Suzanne E Mitchell

Interact J Med Res 2022 (Sep 06); 11(2):e34433

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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

Alexander Hodkinson, Evangelos Kontopantelis, Salwa S Zghebi, Christos Grigoroglou, Brian McMillan, Harm van Marwijk, Peter Bower, Dialechti Tsimpida, Charles F Emery, Mark R Burge, Hunter Esmiol, Margaret E Cupples, Mark A Tully, Kaberi Dasgupta, Stella S Daskalopoulou, Alexandra B Cooke, Ayorinde F Fayehun, Julie Houle, Paul Poirier, Thomas Yates, Joseph Henson, Derek R Anderson, Elisabeth B Grey, Maria Panagioti

J Med Internet Res 2022 (Aug 30); 24(8):e36337

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Predicting Multiple Sclerosis Outcomes During the COVID-19 Stay-at-home Period: Observational Study Using Passively Sensed Behaviors and Digital Phenotyping

Prerna Chikersal, Shruthi Venkatesh, Karman Masown, Elizabeth Walker, Danyal Quraishi, Anind Dey, Mayank Goel, Zongqi Xia

JMIR Ment Health 2022 (Aug 24); 9(8):e38495

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Wearables for Measuring the Physical Activity and Sedentary Behavior of Patients With Axial Spondyloarthritis: Systematic Review

Julie Soulard, Thomas Carlin, Johannes Knitza, Nicolas Vuillerme

JMIR Mhealth Uhealth 2022 (Aug 22); 10(8):e34734

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The Use of Digital Health Tools for Health Promotion Among Women With and Without Chronic Diseases: Insights From the 2017-2020 Health Information National Trends Survey

Kobi V Ajayi, Elizabeth Wachira, Henry K Onyeaka, Tyra Montour, Samson Olowolaju, Whitney Garney

JMIR Mhealth Uhealth 2022 (Aug 19); 10(8):e39520

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Mediators of Effects on Physical Activity and Sedentary Time in an Activity Tracker and Behavior Change Intervention for Adolescents: Secondary Analysis of a Cluster Randomized Controlled Trial

Simone Johanna Josefa Maria Verswijveren, Gavin Abbott, Samuel K Lai, Jo Salmon, Anna Timperio, Helen Brown, Susie Macfarlane, Nicola D Ridgers

JMIR Mhealth Uhealth 2022 (Aug 16); 10(8):e35261

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A Smartwatch Step-Counting App for Older Adults: Development and Evaluation Study

George Boateng, Curtis L Petersen, David Kotz, Karen L Fortuna, Rebecca Masutani, John A Batsis

JMIR Aging 2022 (Aug 10); 5(3):e33845

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Accuracy and Precision of Consumer-Grade Wearable Activity Monitors for Assessing Time Spent in Sedentary Behavior in Children and Adolescents: Systematic Review

Antonio Martinko, Josip Karuc, Petra Jurić, Hrvoje Podnar, Maroje Sorić

JMIR Mhealth Uhealth 2022 (Aug 09); 10(8):e37547

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Alignment Between Heart Rate Variability From Fitness Trackers and Perceived Stress: Perspectives From a Large-Scale In Situ Longitudinal Study of Information Workers

Gonzalo J Martinez, Ted Grover, Stephen M Mattingly, Gloria Mark, Sidney D’Mello, Talayeh Aledavood, Fatema Akbar, Pablo Robles-Granda, Aaron Striegel

JMIR Hum Factors 2022 (Aug 04); 9(3):e33754

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Prediction of VO2max From Submaximal Exercise Using the Smartphone Application Myworkout GO: Validation Study of a Digital Health Method

Jan Helgerud, Håvard Haglo, Jan Hoff

JMIR Cardio 2022 (Aug 04); 6(2):e38570

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Monitoring Physical Behavior in Rehabilitation Using a Machine Learning–Based Algorithm for Thigh-Mounted Accelerometers: Development and Validation Study

Frederik Skovbjerg, Helene Honoré, Inger Mechlenburg, Matthijs Lipperts, Rikke Gade, Erhard Trillingsgaard Næss-Schmidt

JMIR Bioinform Biotech 2022 (Jul 26); 3(1):e38512

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Comparison of Accelerometry-Based Measures of Physical Activity: Retrospective Observational Data Analysis Study

Marta Karas, John Muschelli, Andrew Leroux, Jacek K Urbanek, Amal A Wanigatunga, Jiawei Bai, Ciprian M Crainiceanu, Jennifer A Schrack

JMIR Mhealth Uhealth 2022 (Jul 22); 10(7):e38077

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Wearing the Future—Wearables to Empower Users to Take Greater Responsibility for Their Health and Care: Scoping Review

Harjeevan Singh Kang, Mark Exworthy

JMIR Mhealth Uhealth 2022 (Jul 13); 10(7):e35684

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Fitbit Use and Activity Levels From Intervention to 2 Years After: Secondary Analysis of a Randomized Controlled Trial

Sheri J Hartman, Ruohui Chen, Rowena M Tam, Hari K Narayan, Loki Natarajan, Lin Liu

JMIR Mhealth Uhealth 2022 (Jun 30); 10(6):e37086

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Monitoring and Managing Lifestyle Behaviors Using Wearable Activity Trackers: Mixed Methods Study of Views From the Huntington Disease Community

Philippa Morgan-Jones, Annabel Jones, Monica Busse, Laura Mills, Philip Pallmann, Cheney Drew, Astri Arnesen, Fiona Wood, Domino-HD Consortium

JMIR Form Res 2022 (Jun 29); 6(6):e36870

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A Web-Based, Time-Use App To Assess Children’s Movement Behaviors: Validation Study of My E-Diary for Activities and Lifestyle (MEDAL)

Sarah Yi Xuan Tan, Airu Chia, Bee Choo Tai, Padmapriya Natarajan, Claire Marie Jie Lin Goh, Lynette P Shek, Seang Mei Saw, Mary Foong-Fong Chong, Falk Müller-Riemenschneider

JMIR Pediatr Parent 2022 (Jun 24); 5(2):e33312

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Self-monitoring of Physical Activity After Hospital Discharge in Patients Who Have Undergone Gastrointestinal or Lung Cancer Surgery: Mixed Methods Feasibility Study

Marijke Elizabeth de Leeuwerk, Martine Botjes, Vincent van Vliet, Edwin Geleijn, Vincent de Groot, Erwin van Wegen, Marike van der Schaaf, Jurriaan Tuynman, Chris Dickhoff, Marike van der Leeden

JMIR Cancer 2022 (Jun 24); 8(2):e35694

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Quality Evaluation of Free-living Validation Studies for the Assessment of 24-Hour Physical Behavior in Adults via Wearables: Systematic Review

Marco Giurgiu, Irina Timm, Marlissa Becker, Steffen Schmidt, Kathrin Wunsch, Rebecca Nissen, Denis Davidovski, Johannes B J Bussmann, Claudio R Nigg, Markus Reichert, Ulrich W Ebner-Priemer, Alexander Woll, Birte von Haaren-Mack

JMIR Mhealth Uhealth 2022 (Jun 09); 10(6):e36377

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