mHealth for Data Collection and Research

Articles published in 2026 in this theme: 105 (scroll down to load remaining articles)

2026

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Smartphone-Based Ecological Momentary Assessment Among Community-Dwelling Older Adults: Observational Feasibility and Acceptability Study

Xuan Liang, Su Hyun Park

JMIR Form Res 2026 (Jul 08); 10:e94949

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Evaluating Wearable Devices for Remote Monitoring in Psychosis: Pilot Study Nested Within the CONNECT Cohort Study

Siân Bladon, John Ainsworth, Roberto Cahuantzi, Matteo Cella, Richard J Drake, Emily Eisner, Richard Emsley, Sophie Faulkner, Kathryn Greenwood, Andrew Gumley, Gillian Haddock, Kimberley Kendall, Alex Kenny, Jane Lees, Shôn Lewis, Glen P Martin, Matthias Schwannauer, Matthew Sperrin, James T R Walters, Annabel E L Walsh, Pauline Whelan, Til Wykes, Sandra Bucci

JMIR Form Res 2026 (Jul 07); 10:e86049

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Magnetic Resonance Imaging–Based Artificial Intelligence in Predicting Prostate Cancer Biochemical Recurrence: Systematic Review and Meta-Analysis

Yanjun Jin, Tianzuo Yuan, Zhiyuan Chen

J Med Internet Res 2026 (Jul 07); 28:e85360

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Real-World Impact of Electronic Patient-Reported Outcomes on Early Intervention Among Older Patients With Lung Cancer: Prospective Cohort Study

Yasuhiro Nakajima, Tetsushi Maesako, Takashi Murata, Daisuke Minami, Toshiyuki Minami, Arihiko Kanehiro, Kozo Kuribayashi, Takashi Kijima

JMIR Cancer 2026 (Jul 06); 12:e97890

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Tobacco Use Trajectories and Associated Changes in Biometrics and Sleep During the First 72 Weeks of Wearable Membership: Observational Cohort Study

Dylan J Curran, Josh Leota, William von Hippel, Finnbarr Fielding, Christopher J Chapman, Jenna G Cohen, David M Presby, Reha Jhunjhunwala, Kristen E Holmes, Gregory J Grosicki

JMIR Mhealth Uhealth 2026 (Jul 03); 14:e98116

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Sensor-Based Monitoring of Knee Osteoarthritis Symptoms in Free-Living Settings: Scoping Review

Bo Cui, Bert-Jan van Beijnum, Monique Tabak, Ying Wang

J Med Internet Res 2026 (Jul 02); 28:e84262

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Smartphone-Based Ecological Momentary Assessment to Monitor Opioid Use and Overdose Among People Who Use Opioids: Prospective Observational Feasibility Study

Kamal Gautam, Kiran Paudel, Jeffrey A Wickersham, Antoine Khati, Anushka Thapa, Sandesh Bhusal, Md Safaet Hossain Sujan, Sherry Pagoto, Toan Ha, Roman Shrestha

JMIR Hum Factors 2026 (Jun 29); 13:e95655

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Implementation and Evaluation of a Social Networking Service–Based Mobile Patient-Generated Health Data System With Direct Electronic Medical Record Integration: Prospective Observational Study

Eunjoung Choi, Sunki Lee, Jinsung Jeon, Eung Ju Kim

JMIR Med Inform 2026 (Jun 23); 14:e81317

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Predicting Affective Episodes in Bipolar Disorder Using Statistical Process Control Analysis of GPS-Based Mobility Patterns: Quantitative Study

Marvin Guth, Carl Bittendorf, Clemens Krug, Vera Miriam Ludwig, Esther Muehlbauer, Lisa-Marie Hartnagel, Emanuel Severus, Michael Bauer, Philipp Ritter, Ulrich W Ebner-Priemer

JMIR Mhealth Uhealth 2026 (Jun 22); 14:e77272

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Telehealth Scale and Artificial Intelligence Adoption Tiers Across Clinical and Operational Domains in US Hospitals: Cross-Sectional Study

Lingbo Liu

J Med Internet Res 2026 (Jun 12); 28:e96762

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Feasibility and Acceptability of a Mobile App and Wearable Device for Collecting Mental Health Survey and Passively Sensed Data Among Health Care Workers in Kenya: Mixed Methods Pilot Study

Linda Khakali, Andrew Aballa, Dorcas G Mwigereri, Eileen M Weinheimer-Haus, Willie Njoroge, Rachel Maina, Amos Bunde, Peris Musitia, Moses K Nyongesa, James Orwa, Jasmit Shah, Zhenke Wu, Anthony K Ngugi, Lukoye Atwoli, Srijan Sen, Candace Kolars, Akbar K Waljee, Amina Abubakar, Elena Frank, Zul Merali

JMIR Mhealth Uhealth 2026 (Jun 12); 14:e77761

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Implementation of a Web-Based Application (Wellhealth) for Osteoporosis Medication Management in Older Adults: Prospective Feasibility Study

Chantas Mahaisavariya, Kittipoom Supamontri, Natcha Limtrakun, Apiwat Fuangfoo, Palita Sakunma

JMIR Form Res 2026 (Jun 10); 10:e86067

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Sleep and Activity Patterns in Depression From Wearable Data: Unsupervised Clustering Study

Carolin Oetzmann, Yuezhou Zhang, Nicholas Cummins, Ewan Carr, Faith Matcham, Sara Siddi, Femke Lamers, Daniel Leightley, Katie M White, Amos A Folarin, Peter Annas, Josep Maria Haro, Brenda WJH Penninx, Srinivasan Vairavan, Til Wykes, Richard JB Dobson, Vaibhav A Narayan, Matthew Hotopf

J Med Internet Res 2026 (Jun 10); 28:e86900

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Daily Negative Affect and Reaction Time Inconsistency in Emerging Adults: Ecological Momentary Assessment Study

Lauren Alexandra Rutter, Pei-Ying Chen, Prabhvir Lakhan, Laura Thi Germine, Zoe Hawks

JMIR Mhealth Uhealth 2026 (Jun 09); 14:e64397

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Multicomponent Behavior Change Technique Intervention for Caregivers of People With Alzheimer Disease and Related Dementias: Protocol for a Single-Arm, Personalized Behavioral Trial to Disrupt Sedentary Time

Danielle Miller, Sherene Lambert, Luis Jordan, Mark J Butler, Liron Sinvani, Alexandra Perrin, Ying Kuen Cheung, Karina W Davidson, Ashley M Goodwin

JMIR Res Protoc 2026 (Jun 09); 15:e82857

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Digital Interventions Addressing Cognitive and Psychological Symptoms in Long COVID: Scoping Review of Multicomponent Approaches

Sandra León-Herrera, Marta Sánchez-Castro, Ana Luisa Neves, Mª Pilar Rodríguez-Pérez, Vinicius Jobim Fischer, Djenna Hutmacher, Reham Aldakhil, Marina Vaillancourt de Dios, Vinicius Anjos de Almeida, Bárbara Oliván-Blázquez, Rosa Magallón-Botaya, Charles Benoy, Raquel Gómez-Bravo

Interact J Med Res 2026 (Jun 08); 15:e80616

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Development and Preliminary Validation of ORCA-PD, an Online Rapid Cognitive Assessment for Parkinson Disease: Mixed Methods Study

Avigail Lithwick Algon, Chi-Ying R Lin, Sarah Brisman, William Saban

J Med Internet Res 2026 (Jun 08); 28:e90057

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High Patient Willingness to Grant Broad Consent for Real-World Data Use in Rheumatology—Implications for Real-World Data Platform Governance: Cross-Sectional Study

Jutta G Richter, Antonia Becker, Tim Filla, Hasan Acar, Waldemar Ockert, Dominykas Kriauciunas, Edith Aggarwal, Markus Schröder, Ralf Hansen, Jörg HW Distler, Matthias Schneider

J Med Internet Res 2026 (Jun 08); 28:e80347

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The Impact of Sunlight and Artificial Light at Night on Sleep Stages: Evidence From a 7-Day Sensor-Based Observational Study

Andrea Montanari, Li Min Wang, Amit Birenboim, Basile Chaix

JMIR Mhealth Uhealth 2026 (Jun 05); 14:e75898

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Detecting Uncoded Self-Harm in Veterans’ Electronic Health Records Using Positive and Unlabeled Learning: Retrospective Cohort Study

Praveen Kumar, Alexandria D Viszolay, Rajesh Upadhayaya, Fariha Moomtaheen, Donald R Greer, Cristian G Bologa, Kristan A Schneider, Sharon E Davis, Michael E Matheny, David van der Goes, Gerardo Villarreal, Yiliang Zhu, Scott A Malec, Jeremy J Yang, Elliot M Fielstein, Christophe Gerard Lambert, Mauricio Tohen

J Med Internet Res 2026 (Jun 04); 28:e89071

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