mHealth for Data Collection and Research

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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Using Digital Technology to Quantify Habitual Physical Activity in Community Dwellers With Cognitive Impairment: Systematic Review

Ríona Mc Ardle, Khalid Abdul Jabbar, Silvia Del Din, Alan J Thomas, Louise Robinson, Ngaire Kerse, Lynn Rochester, Michele Callisaya

J Med Internet Res 2023 (May 18); 25:e44352

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Associations Between Smartphone Keystroke Metadata and Mental Health Symptoms in Adolescents: Findings From the Future Proofing Study

Taylor A Braund, Bridianne O’Dea, Debopriyo Bal, Kate Maston, Mark Larsen, Aliza Werner-Seidler, Gabriel Tillman, Helen Christensen

JMIR Ment Health 2023 (May 15); 10:e44986

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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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The Effect of Periodic Email Prompts on Participant Engagement With a Behavior Change mHealth App: Longitudinal Study

Elena Agachi, Tammo H A Bijmolt, Koert van Ittersum, Jochen O Mierau

JMIR Mhealth Uhealth 2023 (May 11); 11:e43033

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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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Exploring Digital Biomarkers of Illness Activity in Mood Episodes: Hypotheses Generating and Model Development Study

Gerard Anmella, Filippo Corponi, Bryan M Li, Ariadna Mas, Miriam Sanabra, Isabella Pacchiarotti, Marc Valentí, Iria Grande, Antoni Benabarre, Anna Giménez-Palomo, Marina Garriga, Isabel Agasi, Anna Bastidas, Myriam Cavero, Tabatha Fernández-Plaza, Néstor Arbelo, Miquel Bioque, Clemente García-Rizo, Norma Verdolini, Santiago Madero, Andrea Murru, Silvia Amoretti, Anabel Martínez-Aran, Victoria Ruiz, Giovanna Fico, Michele De Prisco, Vincenzo Oliva, Aleix Solanes, Joaquim Radua, Ludovic Samalin, Allan H Young, Eduard Vieta, Antonio Vergari, Diego Hidalgo-Mazzei

JMIR Mhealth Uhealth 2023 (May 04); 11:e45405

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Leveraging Mobile Phone Sensors, Machine Learning, and Explainable Artificial Intelligence to Predict Imminent Same-Day Binge-drinking Events to Support Just-in-time Adaptive Interventions: Algorithm Development and Validation Study

Sang Won Bae, Brian Suffoletto, Tongze Zhang, Tammy Chung, Melik Ozolcer, Mohammad Rahul Islam, Anind K Dey

JMIR Form Res 2023 (May 04); 7:e39862

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Data Quality Degradation on Prediction Models Generated From Continuous Activity and Heart Rate Monitoring: Exploratory Analysis Using Simulation

Jason Hearn, Jef Van den Eynde, Bhargava Chinni, Ari Cedars, Danielle Gottlieb Sen, Shelby Kutty, Cedric Manlhiot

JMIR Cardio 2023 (May 03); 7:e40524

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Delivering a Postpartum Weight Loss Intervention via Facebook or In-Person Groups: Results From a Randomized Pilot Feasibility Trial

Molly E Waring, Sherry L Pagoto, Tiffany A Moore Simas, Loneke T Blackman Carr, Madison L Eamiello, Brooke A Libby, Lauren R Rudin, Grace E Heersping

JMIR Mhealth Uhealth 2023 (Apr 27); 11:e41545

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Impact of Human Mobility on COVID-19 Transmission According to Mobility Distance, Location, and Demographic Factors in the Greater Bay Area of China: Population-Based Study

Jizhe Xia, Kun Yin, Yang Yue, Qingquan Li, Xiling Wang, Dongsheng Hu, Xiong Wang, Zhanwei Du, Ben J Cowling, Erzhen Chen, Ying Zhou

JMIR Public Health Surveill 2023 (Apr 26); 9:e39588

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Reintroducing the Effortless Assessment Research System (EARS)

Monika N Lind, Lauren E Kahn, Ryann Crowley, Wyatt Reed, Geordie Wicks, Nicholas B Allen

JMIR Ment Health 2023 (Apr 26); 10:e38920

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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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Direct Support Professionals’ Perspectives on Using Technology to Help Support Adults With Autism Spectrum Disorder: Mixed Methods Study

Christina A Simmons, Abigail E Moretti, Andrea F Lobo, Patrice D Tremoulet

JMIR Form Res 2023 (Apr 25); 7:e40722

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Effect of the Data Collection Method on Mobile Phone Survey Participation in Bangladesh and Tanzania: Secondary Analyses of a Randomized Crossover Trial

George Pariyo, Ankita Meghani, Dustin Gibson, Joseph Ali, Alain Labrique, Iqbal Ansary Khan, Gulam Muhammed Al Kibria, Honorati Masanja, Adnan Ali Hyder, Saifuddin Ahmed

JMIR Form Res 2023 (Apr 20); 7:e38774

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Geolocation Patterns, Wi-Fi Connectivity Rates, and Psychiatric Symptoms Among Urban Homeless Youth: Mixed Methods Study Using Self-report and Smartphone Data

Yousaf Ilyas, Shahrzad Hassanbeigi Daryani, Dona Kiriella, Paul Pachwicewicz, Randy A Boley, Karen M Reyes, Dale L Smith, Alyson K Zalta, Stephen M Schueller, Niranjan S Karnik, Colleen Stiles-Shields

JMIR Form Res 2023 (Apr 18); 7:e45309

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Health Monitoring Using Smart Home Technologies: Scoping Review

Plinio P Morita, Kirti Sundar Sahu, Arlene Oetomo

JMIR Mhealth Uhealth 2023 (Apr 13); 11:e37347

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Predicting Unreported Micronutrients From Food Labels: Machine Learning Approach

Rouzbeh Razavi, Guisen Xue

J Med Internet Res 2023 (Apr 12); 25:e45332

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Wearable Sensor and Mobile App–Based mHealth Approach for Investigating Substance Use and Related Factors in Daily Life: Protocol for an Ecological Momentary Assessment Study

Ayumi Takano, Koki Ono, Kyosuke Nozawa, Makito Sato, Masaki Onuki, Jun Sese, Yosuke Yumoto, Sachio Matsushita, Toshihiko Matsumoto

JMIR Res Protoc 2023 (Apr 11); 12:e44275

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Time of Day Preferences and Daily Temporal Consistency for Predicting the Sustained Use of a Commercial Meditation App: Longitudinal Observational Study

Vincent Berardi, Rylan Fowers, Gavriella Rubin, Chad Stecher

J Med Internet Res 2023 (Apr 10); 25:e42482

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