Fitness Trackers and Smart Pedometers/Accelerometers

A Multiple Technology–Based Physical Activity Intervention for Latina Adolescents: Results From the Chicas Fuertes Randomized Controlled Trial

Jacob R Carson, Emily Greenstadt, Brittany Olivera, Shira Dunsiger, Michelle Zive, Michael Higgins, Job Godino, Bess Marcus, Dawn Meyer, Britta Larsen

JMIR Mhealth Uhealth 2025 (Dec 11); 13:e71623

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The Challenge of Measuring Exercise: Advancing Metrological Barriers in Wearable Sensing

Jennifer L Corso, Evan Peikon

JMIR Mhealth Uhealth 2025 (Dec 10); 13:e79347

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Development of an Ecological Momentary Assessment Study to Identify Real-Time Predictors of Physical Activity Among Older People With HIV: Protocol for a 2-Phase Mixed Methods Study

Dan Song, Lisa Hightow-Weidman, Tuzhen Xu, Yijiong Yang, Jing Wang

JMIR Res Protoc 2025 (Dec 09); 14:e81238

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Use of Head-Mounted Inertial Sensors for Mobility Tasks: Protocol for a Scoping Review

Will Sloan, Grace Elizabeth MacDonald, R Bruce Wallace, Rafik Goubran, Heidi Sveistrup

JMIR Res Protoc 2025 (Dec 08); 14:e67628

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Daily-Life Walking Characteristics of Older Adults in Relation to Age, Sex, and Physical Function: the HUNT4 Trondheim 70+ Observational Study

Karoline Blix Grønvik, Anisoara Paraschiv-Ionescu, Gro Gujord Tangen, Øyvind Salvesen, Jorunn Lægdheim Helbostad, Nina Skjæret-Maroni, Beatrix Vereijken

JMIR Aging 2025 (Dec 04); 8:e75835

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Digital Biometrics in Predicting Risk for Obstructive Sleep Apnea and Hypertension: Decentralized, Prospective Cohort Study

Natalia Orendain, Samantha Spierling Bagsic, Edward Ramos, Jay Pandit, Robert L Owens, Stuti Jaiswal

J Med Internet Res 2025 (Dec 03); 27:e77641

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Effect of a Digital Health Physical Activity Program Integrating Gamification for Obesity Management in Comparison With Usual Care: Randomized Controlled Trial With an Ideographic Approach

Alexandre Mazéas, Aïna Chalabaev, Marine Blond, Charline Mourgues, Bruno Pereira, Martine Duclos

J Med Internet Res 2025 (Nov 28); 27:e78376

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Costs and Cost-Effectiveness at 12 and 24 Months of an Enhanced Web-Based Physical Activity Intervention for Latina Adults: Secondary Analysis of a Randomized Controlled Trial

Britta Larsen, Dori Pekmezi, Sheri J Hartman, Shira Dunsiger, Todd Gilmer, Erik Groessl, Bess Marcus

J Med Internet Res 2025 (Nov 25); 27:e76739

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Sleep and Activity Patterns as Transdiagnostic Behavioral Biomarkers in Psychiatry: Longitudinal Observational Study From the DeeP-DD Study

Dylan Hamitouche, Tihare Zamorano, Youcef Barkat, Deven Parekh, Lena Palaniyappan, Sara Jalali, David Benrimoh

JMIR Form Res 2025 (Nov 14); 9:e81107

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Assessment of Bidirectional and Threshold-Response Associations Between Cognitive Function and Physical Performance: Nationwide Cross-Sectional Study

Huixiu Hu, Lanying Xie, Yuqing Hao, Yajie Zhao, Huanhuan Luo, Kang Yu, Chao Sun

JMIR Public Health Surveill 2025 (Nov 13); 11:e80575

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Examining the Impact of a Codeveloped Multicomponent Mobile eHealth Lifestyle Intervention on Physical Activity and Its Association With Gestational Weight Gain in Underserved Women: A Statewide Randomized Controlled Trial

Hannah E Cabre, Kaja Falkenhain, Abby D Altazan, Emily W Flanagan, Chelsea L Kracht, Joshua R Sparks, Maryam Kebbe, Emily K Woolf, Daniel S Hsia, L. Anne Gilmore, Robbie Beyl, John W Apolzan, Leanne M Redman

J Med Internet Res 2025 (Nov 11); 27:e73962

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Clinician Perspectives on Incorporating Physical Activity and Sleep Prescriptions Using eHealth for Youth With Comorbid Psychiatric Disorders: Qualitative Focus Group Study

Alyssa M Button, James Slavet, Amanda E Staiano, April B Bowling

JMIR Form Res 2025 (Nov 07); 9:e71569

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Key Features of Digital Phenotyping for Monitoring Mental Disorders: Systematic Review

Hyun Woo Jung, Do Yeon Kim, Ilju Lee, Ok Kim, Seungjin Lee, Sujin Lee, Un Sun Chung, Jae-Hyun Kim, Sehwan Kim, Jung Won Kim, Ah Lahm Shin, Jung Jae Lee

J Med Internet Res 2025 (Nov 05); 27:e77331

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Effects of Communicating Genetic Risk of Type 2 Diabetes and Wearable Technologies on Behavioral Outcomes in East Asians: Statistical Analysis Protocol for a Randomized Controlled Trial

Harrison Hin Sheung Ho, Ziyuan Chen, Job Godino, Michael Multhaup, Derwin King Chung Chan, Shiu Lun Au Yeung, Shan Luo, Brian Hon Yin Chung, Simon Griffin, Youngwon Kim

JMIR Res Protoc 2025 (Nov 05); 14:e65012

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Adherence to Actigraphic Devices in Elementary School–Aged Children: Systematic Review and Meta-Analysis

Anna C Morris, Asilay Seker, Laurence Telesia, Alice Wickersham, Brian CF Ching, Rahul Roy, Sophie Epstein, Faith Matcham, Edmund Sonuga-Barke, Johnny Downs

J Med Internet Res 2025 (Nov 03); 27:e79718

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Thigh-Worn Sensor for Measuring Initial and Final Contact During Gait in a Mobility Impaired Population: Validation Study

Thomas Johnson, Janeesata Kuntapun, Craig Childs, Andrew Kerr

JMIR Biomed Eng 2025 (Oct 30); 10:e80308

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Promoting Walking in Cardiopulmonary Disease With Mindful Steps: Pilot Feasibility Randomized Controlled Trial of a Web-Based, Pedometer-Mediated Mind-Body Intervention

Kristen M Kraemer, Daniel Litrownik, Peter M Wayne, Caroline R Richardson, Neha Bhomia, Reema Kadri, Pamela M Rist, Long Ngo, Marilyn L Moy, Gloria Y Yeh

JMIR Form Res 2025 (Oct 28); 9:e74118

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Bidirectional Associations Between Physical Activity, Sedentary Behavior, and Daily Symptoms in Patients With Chronic Obstructive Pulmonary Disease: Longitudinal Observational Study

Banchia Palmen, Zjala Ebadi, Maarten van Herck, Yvonne M J Goërtz, Qichen Deng, Melissa S Y Thong, Chris Burtin, Jeannette B Peters, Roy T M Sprooten, Erik W M A Bischoff, Emiel F M Wouters, Mirjam A G Sprangers, Jan H Vercoulen, Sarah Houben-Wilke, Anouk W Vaes, Daisy J A Janssen, Martijn A Spruit

JMIR Mhealth Uhealth 2025 (Oct 22); 13:e65653

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Understanding Longitudinal Ecological Momentary Assessment Completion: Results From 12 Months of Burst Sampling in the TIME Study

Tyler Prochnow, Wei-Lin Wang, Shirlene Wang, Jixin Li, Alexander J Rothman, Stephen S Intille, Donald Hedeker, Genevieve F Dunton

JMIR Mhealth Uhealth 2025 (Oct 22); 13:e67117

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Noninvasive Multiparameter Monitoring for the Detection of Decompensated Heart Failure: Exploratory Study

Cyrille Herkert, Mayke van Leunen, Ignace Luc Johan De Lathauwer, Valerie Albertina Antonetta van Es, Jialu Tang, Aaqib Saeed, Rudolph Ferdinand Spee, Yuan Lu, Hareld Marijn Clemens Kemps

JMIR Form Res 2025 (Oct 08); 9:e59116

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