Fitness Trackers and Smart Pedometers/Accelerometers

Articles published in this theme: 693 (scroll down to load remaining articles)

2026

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Determining a Likely Mechanism of Missingness in Repeated Measures Sleep Data From Wearable Fitness Trackers: Longitudinal Analysis

Kate Mobley, Kevin B Gittner, Karen Nielsen, Lauren M Matheny, Gita Taasoobshirazi, Charles Natuhamya, Monica H Swahn

JMIR Mhealth Uhealth 2026 (Mar 31); 14:e81123

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Real-Time and Long-Term Effects of Medical Marijuana on Older Adults: Protocol for a Prospective Cohort Study

Kendall R Robinson, Stella D Seeger, Lauren Nave, Marlin Mejia, Maria Vander Meulen, Ahmed Rashid, Angela M Mickle, Kimberly T Sibille, Zhigang Li, Rene Przkora, Siegfried Schmidt, Margaret C Lo, Robert L Cook, Yan Wang

JMIR Res Protoc 2026 (Mar 24); 15:e78900

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Longitudinal Analysis of Variations in Daily Step Counts and Long-Term Implications of COVID-19 Waves and Restriction Phases in Qatar’s Step Into Health Program: Mixed Methods Study

Lina Majed, Suzan Sayegh, Feriel Dalansi, Abdulla Saeed Al-Mohannadi, Marco Cardinale, Abdulaziz Farooq

JMIR Public Health Surveill 2026 (Mar 23); 12:e76860

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Using an Adult-Designed Wearable for Pediatric Monitoring: Practical Tutorial and Application in School-Aged Children With Obesity

Alessandra Angelucci, Andrea Aliverti, Matteo Vandoni, Daniela Lucini, Cristiana Larizza, Vittoria Carnevale Pellino, Gianvincenzo Zuccotti, Valeria Calcaterra

J Med Internet Res 2026 (Mar 20); 28:e76166

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Adherence to and Engagement With an mHealth Physical Activity Intervention After Mild Stroke or Transient Ischemic Attack: Secondary Analysis of a Feasibility Randomized Controlled Trial

Hanna Lagerlund, Lucian Bezuidenhout, Sophia Humphries, Lisa Holmlund, Lydia Kwak, Charlotte K Häger, David Moulaee Conradsson

JMIR Mhealth Uhealth 2026 (Mar 17); 14:e75662

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Comparing 3 Goal-Setting Techniques to Promote Adherence to National Physical Activity Guidelines in Midlife Adults: Feasibility Trial of a Mechanistic Study Design

Rodney P Joseph, Keenan A Pituch, Fang Yu, Dereck L Salisbury, Molly Maxfield

JMIR Form Res 2026 (Mar 16); 10:e82494

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The Use and Utility of Wearable Devices for Tracking Sleep and Activity in Inpatient Mental Health Settings: Protocol for a Rapid Review

Gillian Strudwick, Hwayeon Danielle Shin, Iman Kassam, Karishini Ramamoorthi, Benjamin Rosen, Michelle A Patriquin, Justin Baker, Nicholas Neufeld

JMIR Res Protoc 2026 (Mar 10); 15:e82290

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Digital Health Interventions to Promote Physical Activity Among Adolescents: Systematic Review

Rui Shi Fan, Jia Jun Jiang, Qing Yuan Zhou, Xin Yue Zhang, Zhou Hang Wu, Liu Ji

J Med Internet Res 2026 (Feb 27); 28:e82395

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Accuracy of Optical Heart Rate Measurements for 10 Commercial Wearables in Different Climate Conditions and Activities: Instrument Validation Study

Jasper Gielen, Catharina Nina Van Oost, Glen Debard, Romy Sels, Nele A J De Witte, Toon Colman, Bert Bonroy, Jean-Marie Aerts

JMIR Form Res 2026 (Feb 17); 10:e85186

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Association of Daily Step Count With Depressive Symptoms in Patients With Major Depressive Disorder Using a Smartphone App (ReMAP): Longitudinal Study

Alexander Refisch, Lara Gutfleisch, Daniel Emden, Vincent Holstein, Marius Gruber, Janik Goltermann, Maike Richter, Janette Ratzsch, Anna Fleuchhaus, Elisabeth Leehr, Susanne Meinert, Tiana Borgers, Kira Flinkenfügel, Frederike Stein, Florian Thomas-Odenthal, Paula Usemann, Lea Teutenberg, Nina Alexander, Ronny Redlich, Igor Nenadić, Tilo Kircher, Udo Dannlowski, Tim Hahn, Nils Opel

JMIR Ment Health 2026 (Feb 10); 13:e81120

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Determining Cluster-Specific Differences in the Number of Days Required to Reliably Predict Habitual Physical Activity: Intraclass Correlation Resampling Analysis

Conor Jordan Murphy, Gabriel M Jouan, Katrin Y Friðgeirsdóttir, Anna Sigridur Islind, Jose M Saavedra, María Óskarsdóttir, Erna Sif Arnardóttir

JMIR Mhealth Uhealth 2026 (Feb 10); 14:e64323

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Measurements and Digital Technology Solutions to Monitor Physical Activity in Patients With Pediatric Cancer: Scoping Review

Greta Franceska Jermolenko, Guna Semjonova, Aija Klavina, Evita Dubinina, Keita Augstkalne, Klavs Balamovskis-Kalnins, Alina Cesuna, Emil Syundyukov, Dace Bertule, Madara Blumberga, Ilze Kundzina

JMIR Cancer 2026 (Jan 29); 12:e73889

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Feasibility, Acceptability, and Perspectives Regarding the Use of Activity Tracking Wearable Devices Among Home Health Aides: Mixed Methods Study

Ian René Solano-Kamaiko, Michael Dicpinigaitis, Melissa Tan, Irene Yang, Kexin Cheng, Ronica Peramsetty, Michelle Shum, Yanira Escamilla, Jennifer Bayly, Meghan Reading Turchioe, Ariel Avgar, Aditya Vashistha, Nicola Dell, Madeline R Sterling

J Med Internet Res 2026 (Jan 26); 28:e77510

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Efficacy of Telehealth-Based Coaching to Improve Physical Activity and Overall Experience for Cancer Survivors: Secondary, Mixed Methods Analysis of a Randomized Controlled Trial

Saif Khairat, Erin E Kent, John Geracitano, Kaushalya Mendis, Zhaoqiang Zhou, Carly Bailey, William A Wood

JMIR Cancer 2026 (Jan 15); 12:e78968

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Physical Activity Recommendations Tailored by a Predictive Model for Adults With High Blood Pressure: Observational Study

Yuhui Yang, Manqing Chen, Weiwei Hu, Yifan Fu, Xingyan Li, Zhenli Liao, Hongman Feng, Yaling Zhao, Leilei Pei, Baibing Mi, Fangyao Chen

J Med Internet Res 2026 (Jan 09); 28:e78492

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Advancements in Wearable Sensor Technologies for Health Monitoring in Terms of Clinical Applications, Rehabilitation, and Disease Risk Assessment: Systematic Review

Bonsang Gu, Hyeon Su Kim, HyunBin Kim, Jun-Il Yoo

JMIR Mhealth Uhealth 2026 (Jan 09); 14:e76084

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Analysis of Training Behavior in Users of a Fitness App: Cross-Sectional Study

Andrea Fuente-Vidal, Roger Prat, Juan Manuel Arribas-Marin, Oscar Bastidas-Jossa, Myriam Guerra-Balic, Begonya Garcia-Zapirain, Joel Montane, Javier Jerez-Roig

JMIR Mhealth Uhealth 2026 (Jan 08); 14:e72201

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Machine and Deep Learning for Detection of Moderate-to-Vigorous Physical Activity From Accelerometer Data: Systematic Scoping Review

Yahua Zi, Sjors RB van de Ven, Eco JC de Geus, Peijie Chen

Interact J Med Res 2026 (Jan 08); 15:e76601

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Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Rodrigo Quezada Reyes, Luis A Trejo

JMIR Res Protoc 2026 (Jan 06); 15:e76415

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2025

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Engagement of African American Women With Fitness Trackers and Mobile Technology for Shared Physical Activity Goals: Mixed Methods Study

Allison Sweeney, Timothy Simmons, Anika Nair, Lindsay Decker

JMIR Mhealth Uhealth 2025 (Dec 30); 13:e68006

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