Fitness Trackers and Smart Pedometers/Accelerometers

Physical Activity Pattern of Adults With Metabolic Syndrome Risk Factors: Time-Series Cluster Analysis

Junhyoung Kim, Jin-Young Choi, Hana Kim, Taeksang Lee, Jaeyoung Ha, Sangyi Lee, Jungmi Park, Gyeong-Suk Jeon, Sung-il Cho

JMIR Mhealth Uhealth 2023 (Dec 01); 11:e50663

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Within-Person Associations of Accelerometer-Assessed Physical Activity With Time-Varying Determinants in Older Adults: Time-Based Ecological Momentary Assessment Study

Iris Maes, Lieze Mertens, Louise Poppe, Tomas Vetrovsky, Geert Crombez, Femke De Backere, Ruben Brondeel, Delfien Van Dyck

JMIR Aging 2023 (Nov 23); 6:e44425

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Use Patterns of Smartphone Apps and Wearable Devices Supporting Physical Activity and Exercise: Large-Scale Cross-Sectional Survey

Takeyuki Oba, Keisuke Takano, Kentaro Katahira, Kenta Kimura

JMIR Mhealth Uhealth 2023 (Nov 22); 11:e49148

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Technical Assistance Received by Older Adults to Use Commercially Available Physical Activity Monitors (Ready Steady 3.0 Trial): Ad-Hoc Descriptive Longitudinal Study

Elizabeth A Choma, Shannon Hayes, Beth A Lewis, Alexander J Rothman, Jean F Wyman, Weihua Guan, Siobhan K McMahon

JMIR Mhealth Uhealth 2023 (Nov 22); 11:e47891

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Exploring Variations in Sleep Perception: Comparative Study of Chatbot Sleep Logs and Fitbit Sleep Data

Hyunchul Jang, Siwoo Lee, Yunhee Son, Sumin Seo, Younghwa Baek, Sujeong Mun, Hoseok Kim, Icktae Kim, Junho Kim

JMIR Mhealth Uhealth 2023 (Nov 21); 11:e49144

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The Importance of Data Quality Control in Using Fitbit Device Data From the All of Us Research Program

Lauren Lederer, Amanda Breton, Hayoung Jeong, Hiral Master, Ali R Roghanizad, Jessilyn Dunn

JMIR Mhealth Uhealth 2023 (Nov 03); 11:e45103

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Experiences of Patients With Chronic Obstructive Pulmonary Disease Using the Apple Watch Series 6 Versus the Traditional Finger Pulse Oximeter for Home SpO2 Self-Monitoring: Qualitative Study Part 2

Yuxin Liu, Antonia Arnaert, Daniel da Costa, Pia Sumbly, Zoumanan Debe, Sylvain Charbonneau

JMIR Aging 2023 (Nov 02); 6:e41539

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Accuracy and Reliability of a Suite of Digital Measures of Walking Generated Using a Wrist-Worn Sensor in Healthy Individuals: Performance Characterization Study

Nathan Kowahl, Sooyoon Shin, Poulami Barman, Erin Rainaldi, Sara Popham, Ritu Kapur

JMIR Hum Factors 2023 (Aug 03); 10:e48270

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Parents’ Perceptions of Children’s and Adolescents’ Use of Electronic Devices to Promote Physical Activity: Systematic Review of Qualitative Evidence

María Eugenia Visier-Alfonso, Mairena Sánchez-López, Beatriz Rodríguez-Martín, Abel Ruiz-Hermosa, Raquel Bartolomé-Gutiérrez, Irene Sequí-Domínguez, Vicente Martínez-Vizcaíno

JMIR Mhealth Uhealth 2023 (Jul 20); 11:e44753

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Accelerometer-Measured Physical Activity Data Sets (Global Physical Activity Data Set Catalogue) That Include Markers of Cardiometabolic Health: Systematic Scoping Review

Jonah J C Thomas, Amanda J Daley, Dale W Esliger, Victoria E Kettle, April Coombe, Emmanuel Stamatakis, James P Sanders

J Med Internet Res 2023 (Jul 19); 25:e45599

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Exploring the Feasibility and Usability of Smartphones for Monitoring Physical Activity in Orthopedic Patients: Prospective Observational Study

Arash Ghaffari, Rikke Emilie Kildahl Lauritsen, Michael Christensen, Trine Rolighed Thomsen, Harshit Mahapatra, Robert Heck, Søren Kold, Ole Rahbek

JMIR Mhealth Uhealth 2023 (Jul 04); 11:e44442

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Testing Behavior Change Techniques to Increase Physical Activity in Middle-Aged and Older Adults: Protocol for a Randomized Personalized Trial Series

Ciaran P Friel, Patrick L Robles, Mark Butler, Challace Pahlevan-Ibrekic, Joan Duer-Hefele, Frank Vicari, Thevaa Chandereng, Ken Cheung, Jerry Suls, Karina W Davidson

JMIR Res Protoc 2023 (Jun 14); 12:e43418

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A Trainable Open-Source Machine Learning Accelerometer Activity Recognition Toolbox: Deep Learning Approach

Fluri Wieland, Claudio Nigg

JMIR AI 2023 (Jun 08); 2:e42337

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Quality of Sleep Data Validation From the Xiaomi Mi Band 5 Against Polysomnography: Comparison Study

Patricia Concheiro-Moscoso, Betania Groba, Diego Alvarez-Estevez, María del Carmen Miranda-Duro, Thais Pousada, Laura Nieto-Riveiro, Francisco Javier Mejuto-Muiño, Javier Pereira

J Med Internet Res 2023 (May 19); 25:e42073

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Applying the UTAUT2 Model to Smart Eyeglasses to Detect and Prevent Falls Among Older Adults and Examination of Associations With Fall-Related Functional Physical Capacities: Survey Study

Justine Hellec, Meggy Hayotte, Frédéric Chorin, Serge S Colson, Fabienne d'Arripe-Longueville

J Med Internet Res 2023 (May 12); 25:e41220

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Mental Health in Urban Environments: Uncovering the Black Box of Person-Place Interactions Requires Interdisciplinary Approaches

Martina Kanning, Li Yi, Chih-Hsiang Yang, Christina Niermann, Stefan Fina

JMIR Mhealth Uhealth 2023 (May 11); 11:e41345

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Assessing the Pragmatic Nature of Mobile Health Interventions Promoting Physical Activity: Systematic Review and Meta-analysis

Chad Stecher, Bjorn Pfisterer, Samantha M Harden, Dana Epstein, Jakob M Hirschmann, Kathrin Wunsch, Matthew P Buman

JMIR Mhealth Uhealth 2023 (May 04); 11:e43162

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A Novel System to Monitor Tic Attacks for Tourette Syndrome Using Machine Learning and Wearable Technology: Preliminary Survey Study and Proposal for a New Sensing Device

Agni Rajinikanth, Davis Kevin Clark, Marianna Evangelia Kapsetaki

JMIR Neurotech 2023 (Apr 25); 2:e43351

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Fitbit Data to Assess Functional Capacity in Patients Before Elective Surgery: Pilot Prospective Observational Study

Alessandra Angelucci, Massimiliano Greco, Stefano Canali, Giovanni Marelli, Gaia Avidano, Giulia Goretti, Maurizio Cecconi, Andrea Aliverti

J Med Internet Res 2023 (Apr 13); 25:e42815

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The Added Value of Remote Technology in Cardiac Rehabilitation on Physical Function, Anthropometrics, and Quality of Life: Cluster Randomized Controlled Trial

Heli Lahtio, Ari Heinonen, Teemu Paajanen, Tuulikki Sjögren

J Med Internet Res 2023 (Apr 12); 25:e42455

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