Engagement with and Adherence to Digital Health Interventions, Law of Attrition

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Articles published in 2026 in this theme: 125 (scroll down to load remaining articles)

2026

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Secondary School Staff Engagement With a School-Based Physical Activity and Sedentary Behavior Initiative Website: Implementation Trial During National Scale-Up

Anna Fitriani, Ana María Contardo Ayala, Harriet Koorts, Samuel K Lai, Jo Salmon

JMIR Form Res 2026 (Oct 29); 10:e95250

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Woman in striped shirt listening to music on smartphone while sitting on couch

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Digital Health Applications for Mental Disorders in Germany Among Users and Nonusers on Actual and Intended Use, Self-Reported Completion, and Reasons for Discontinuation: Cross-Sectional Survey

Klemens Höfer, Jürgen Wasem, Anna Bußmann, Carsten Volland, Pascal Raszke, Sarah Schlierenkamp, Luisa Friedrich, Josepha Katzmann, Udo Schneider, Anja Wadeck, Sophia Zander, Carina Abels

J Med Internet Res 2026 (Oct 29); 28:e99464

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Circular diagram illustrating AI concepts: Data, Knowledge, Reasoning, Action, Interaction, Behavior, Adaptation, Governance, and Insight.

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From Prediction to Interaction: A Behavioral Informatics Framework for AI in Preventive Health

Anand Gavai, Jaap Heringa

J Med Internet Res 2026 (Oct 28); 28:e98961

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Close-up of a person's feet in running shoes walking on a gravel path outdoors

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A Mobile Health Intervention to Reduce Sedentary Behavior Among Adolescents and Early Young Adults Receiving Treatment for Acute Lymphoblastic Leukemia: Protocol for a Single-Arm Feasibility Trial

Brittany J Ivory, Yueh-Yun Chi, Britni R Belcher, David R Freyer

JMIR Res Protoc 2026 (Oct 28); 15:e107278

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User Experience of a Canadian Web Application for On-Demand Preventive Health Care: Cross-Sectional Online Survey Study

Sophia Siedlikowski, Cayden Peixoto, Lise M Bjerre, Cleo Mavriplis

JMIR Form Res 2026 (Oct 27); 10:e90726

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Family hugging sick child in hospital bed, phone shows Vitals Form app

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The Efficacy of a Home Monitoring App for Children With Medical Complexity: Protocol for a Randomized Controlled Trial

Flory Nkoy, Bryan Stone, Carolyn Foster, Angela Zhu, Sara McCormick, Maya Wheeler, Peter Walsh, Connor Karwowski, Savannah East, Katherine Sward, Xiaoming Sheng, Carolyn Reynolds, Justin B Poll, Nancy Murphy

JMIR Res Protoc 2026 (Oct 22); 15:e108485

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Young woman using a health app on her smartphone

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Perceptions of Dietary mHealth Apps Among Adolescents: Scoping Review

Maria B Magro, Alysha L Deslippe, Trisha C Baluyot, Angela S Alberga, Tamara R Cohen

JMIR Pediatr Parent 2026 (Oct 20); 9:e91650

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Hand holding phone displaying "Things to touch" list with examples like handles, buttons, and doorknobs.

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Characterizing Behavioral Engagement in Smartphone Cognitive Behavioral Therapy for Obsessive Compulsive Disorder: Secondary Analysis of a Randomized Controlled Trial

Hilary Weingarden, Geneva K Jonathan, Susanne S Hoeppner, Sara Velazquez, Ryan J Jacoby, Jennifer L Greenberg, Oliver Harrison, Sabine Wilhelm

JMIR Form Res 2026 (Oct 19); 10:e98129

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Elderly patient video calls doctor on tablet with nurse assisting

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Recruitment, Engagement, Experiences, and Self-Reported Changes in a Digital Patient Activation Intervention to Improve Hemodialysis Session Stability: Mixed Methods Study

Megan Wickens, Jennifer Bragg-Gresham, Rajiv Saran, Meera Tandan, Marissa Argentina, Dinesh Chatoth, Kelli Collins Damron, Michael Heung, Sarah Krein, Vu Le, Ana Laura Licon, Kara Eggebrecht, Barbara Murphy, Alicia Zerkle, Kai Zheng, Tiffany C Veinot

J Med Internet Res 2026 (Oct 16); 28:e93049

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Two women smiling while exercising on treadmills in a gym

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Digital Nudges Among New Gym Members: Controlled Formative Evaluation of Gym Attendance, Exercise Self-Efficacy, Habit Strength, and Exercise Adherence

Maor Gabay, Ofer Levi, Lupsa Marius Matichescu, Mihaela Oravitan

JMIR Form Res 2026 (Oct 16); 10:e93800

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Elderly woman doing a yoga pose on a mat in a living room with fitness equipment.

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Feasibility of Online and On-Site Physical Activity Delivery Among Older Adults: Mixed Methods Pilot Randomized Controlled Trial

Anna Nilstomt, Johanna Gustavsson, Charlotte Bäccman, Linda Beckman, Finn Nilson, Erik Wästlund

JMIR Form Res 2026 (Oct 13); 10:e97824

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Young woman in green shirt meditating on yoga mat with earbuds and phone

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How People Integrate Mental Health Apps Into Everyday Self-Care: Qualitative Study

Vít Suchý, Zuzana Scott, Barbora Boštíková, Marek Janoušek, Eliška Josková, Anna Ševčíková

JMIR Mhealth Uhealth 2026 (Oct 09); 14:e95414

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Illustration of interconnected healthcare systems: hospitals, research labs, and remote patient care.

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Data Access, User Engagement, and Interoperability Standards in Public Health Data Portals: Environmental Scan Study

Yogita Chaudhary, Lathika R, Solomon Thirumurugan, Manikandan Kumaraguru, Sharan Murali, Rizwan Suliankatchi Abdulkader

Online J Public Health Inform 2026 (Oct 07); 18:e95523

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Hands holding phone photographing avocado toast with egg and tea

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Reminder Strategies to Improve Meal-Logging Adherence: Protocol for a Microrandomized Trial

Magdalena Fuchs, Victoria Brügger, Qiuhan Jin, Benjamin Wirth, Stefan Bilz, Florian von Wangenheim, Michael Brändle, Tobias Kowatsch, Mia Jovanova

JMIR Res Protoc 2026 (Oct 05); 15:e100239

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Man in VR headset on stationary bike in Paris, cycling through colorful digital world

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Rethinking the Prevention of Cognitive Decline in Healthy Older Adults: The Motor-Cognitive Active Gamified Immersive Cultural (MAGIC) Exergames

Jean-Jacques Temprado

JMIR Aging 2026 (Sep 30); 9:e100013

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Infographic: Remote glucose monitoring engagement & glycemic control analysis using causal inference.

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Remote Glucose Monitoring Engagement and Glycemic Control in Type 2 Diabetes and Prediabetes: Retrospective Cohort Study

Yong Huang, Nitish Nagesh, Ajan Subramanian, Li Wang, Zhiyu Liu, Yichen Sun, Weiyi Hou, Iman Azimi, Amir M Rahmani, Randall S Stafford

JMIR Form Res 2026 (Sep 30); 10:e95679

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Elderly woman on balance disc with trainer, using phone for exercise

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Crossover Analysis Is Needed in Smartphone-Supported Vestibular Rehabilitation

Jin Yan, Kaiyuan Yang, Xixin Wang, Boyan Su

JMIR Rehabil Assist Technol 2026 (Sep 30); 13:e107851

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Teenage girl with headphones and glasses looking at her phone outdoors

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Factors Influencing Adherence to Digital Lifestyle Interventions for Adolescents: Systematic Review and Meta-Analysis of Attrition

Nikolaos Boumparis, Olivia Studhalter, Philippe de Riedmatten, Kleio Koutra, Katrina Champion, Ana Molina-Barceló, Teresa de Pablo-Pardo, Haridimos Kondylakis, Michael Patrick Schaub, Andreas Triantafyllidis, Severin Haug, Inci Derya Yücel

Interact J Med Res 2026 (Sep 30); 15:e84822

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Two women of different ages looking at a smartphone together.

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Peer Referral Pathways and 6-Month Outcomes in a Tirzepatide-Supported Digital Weight Loss Service: Retrospective Cohort Study

Louis Talay, Laura Swinckels, Jason Hom, Marilyn Tan, Neera Ahuja

J Med Internet Res 2026 (Sep 28); 28:e105583

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Woman uses phone app tracking energy, sleep, and activity.

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Evaluation of a Mental Health Care App–Based Fatigue Management Program for Patients With Inflammatory Bowel Disease in Remission: Protocol for a Randomized Controlled Trial

Makoto Tanaka, Sayaka Wakai, Kayoko Sakagami, Aki Kawakami, Hikari N Takashina, Jeongae Kang, Masakazu Nagahori, Hiroaki Ito

JMIR Res Protoc 2026 (Sep 28); 15:e96593

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