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

Articles published in 2025 in this theme: 140 (scroll down to load remaining articles)

2025

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Determinants of Health Care Technology Adoption Using an Integrated Unified Theory of Acceptance and Use of Technology and Task Technology Fit Model: Systematic Review and Meta-Analysis

Ayesha Thanthrige, Bruce Lu, Zaid Sako, Nilmini Wickramasinghe

J Med Internet Res 2025 (Dec 30); 27:e64524

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Meta Self-Efficacy Internet Intervention to Support Occupational Health in Young Employees: Protocol for Co-Creation and a Randomized Controlled Trial

Jan Maciejewski, Roman Cieslak, Per Carlbring, Ewelina Smoktunowicz

JMIR Res Protoc 2025 (Dec 23); 14:e85082

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Implementation of a Mobile Digital Tool Supporting Medication for Opioid Use Disorder Treatment Improves Retention: Stepped-Wedge Cluster Randomized Controlled Trial

Jorge E Palacios, Robert Sherrick, Tim Janssen, Elana Deuble, Sara Lorenzen, Mark Schaefer, Jenna Tregarthen

J Med Internet Res 2025 (Dec 22); 27:e83346

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Evaluating the Reach, Usage, Human Support Needs, and Clinical Outcomes of Digital Parent Training for Child Oppositional Defiant Disorder Before and During Wartime: Longitudinal Study

Amit Baumel, Or Brandes, Chen R Saar

JMIR Pediatr Parent 2025 (Dec 22); 8:e80420

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Exploring the Fit Between the Outputs of Freely Available Medication Adherence Apps and Users’ Needs: Mixed Methods Study

Kirstin Messner, Vanessa Sutter, Samuel Allemann, Isabelle Arnet

JMIR Mhealth Uhealth 2025 (Dec 16); 13:e68919

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Smartphone App–Based Eating Behavior Monitoring and Feedback Intervention for Glucocorticoid-Induced Appetite Increase in Patients With Systemic Lupus Erythematosus: Protocol for a Pilot Randomized Controlled Trial

Takashi Yamaguchi, Nobuyuki Takahashi, Ryohei Inanaga, Ryuhei So, Hiroe Kikuchi, Hisashi Noma, Hiroyuki Sasai, Kazuro Kamada, Tomohiro Sugimoto, Hiroshi Tsushima, Takanori Ichikawa, Hirofumi Miyake, Shunichi Fujita, Keisuke Ono, Yusuke Miwa, Anna Hasegawa, Naoki Suzuki, Akira Onishi, Toshihiro Matsui, Ryu Watanabe, Yasuhiro Hasegawa, Rei Ono, Takeo Isozaki, Yuichi Ishikawa, Nobuyuki Yajima, Noriaki Kurita

JMIR Res Protoc 2025 (Dec 15); 14:e78612

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Effects of Choice Set Sizes and Moderations of Anxiety and State Emotions on Mental Health Self-Care Uptake, Engagement, and User Experience: Experimental Study

Siu Kit Yeung, Florence H T Leung, Jason C M Lee, Gabriel Man Hin Cheung, Ching Wan Li, Winnie W S Mak

JMIR Hum Factors 2025 (Dec 15); 12:e71165

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The Role of Practitioner- and User-Set Goals in Engagement and Psychological Distress Among Kooth Digital Health Users: Retrospective Analysis

Jacqlyn Yourell, Jennifer Huberty, Terry Hanley, Louisa Salhi

JMIR Form Res 2025 (Dec 15); 9:e70818

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Proactively Delivered Digital Mental Health Support for Health Care Workers: Usability and Acceptability Evaluation

Lauren Southwick, Rachel Gonzales, Lisa Bellini, David A Asch, Nandita Mitra, Mohan Balachandran, Courtney Benjamin Wolk, Emily M Becker-Haimes, Rachel Kishton, Sarah Beck, Raina M Merchant, Anisk K Agarwal

JMIR Form Res 2025 (Dec 09); 9:e74086

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The Scale-Up of a Digital Health Intervention (Healthy Beginnings for HNEKids) Targeting the First 2000 Days: Protocol for a Randomized Controlled Trial

Alison L Brown, Nayerra Hudson, Jacklyn Jackson, Jessica Pinfold, Luke Wolfenden, Nicole Nathan, Rebecca Sewter, Sienna Kavalec, Lynda Davies, Sarah Young, Hannah McCormick, Sonya Stanley, Tessa Delaney, Christophe Lecathelinais, Paul Craven, Sinead Redman, Emma Cushing, Nguyet de Mello, Karen Lee, Rachel Sutherland

JMIR Res Protoc 2025 (Dec 05); 14:e81390

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Depression and Anxiety Outcomes in a Technology-Enabled Psychotherapy Practice: Retrospective Cohort Study

Nicholas R Forand, Jasmine Nettiksimmons, Margaret Anton, Raven Truxson, Karl Vanderwood, Brandn Green

JMIR Form Res 2025 (Dec 02); 9:e76264

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Acceptability of Health Information Technology by Health Care Professionals: Where We Are Now and How We Can Fill the Gap

Corinne Isnard-Bagnis, Stéphane Mouchabac, Riadh Lebib, Hervé Bismut, Pierre Alexis Geoffroy

J Med Internet Res 2025 (Dec 02); 27:e72184

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Personalizing a Weight Loss Program Using Cognitive-Behavioral Phenotypes to Improve Engagement and Weight Loss in Adults With Overweight or Obesity: Quasi-Experimental Study

Joanna Szypula, Andreas Jarvstad, Lucy Amelia Jones, Katy Tapper

JMIR Form Res 2025 (Dec 01); 9:e72645

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Interactive Conversational Agents to Improve Dietary Behaviors for Health Promotion: Mixed Systematic Review

Samira Amil, Marie-Pierre Gagnon, Alexandra Bédard, Sié Mathieu Aymar Romaric Da, Daniela Zavala Mora, Vicky Drapeau, Sophie Desroches

J Med Internet Res 2025 (Nov 28); 27:e78220

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Clinical Efficacy of Smartphone App–Based Pulmonary Rehabilitation in Chronic Respiratory Diseases: Randomized Controlled and Feasibility Trials

Chiwook Chung, Ah-Ram Kim, Do-Yoon Kang, Sunmok Kim, Jinyoung Oh, Hui Jung Kim, Byongjo Park, Seong Ho Lee, Dongbum Kim, Hee Kwon, Min-Woo Jo, Sei Won Lee

J Med Internet Res 2025 (Nov 28); 27:e76801

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Informal Caregivers’ Experiences of an Online Support Program: Qualitative Study Using an Abductive Approach Focusing on Scaling Up Use

Hanna Allemann, Ingela Thylén, Frida Andréasson, Anna Strömberg

J Med Internet Res 2025 (Nov 27); 27:e77576

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Authors’ Reply: Methodological Considerations in Evaluating Mental Health Apps: Ensuring Reliability and Patient Safety

Seema Mehrotra, Ravikesh Tripathi, Pramita Sengupta, Abhishek Karishiddimath, Angelina Francis, Pratiksha Sharma, Paulomi Sudhir, T K Srikanth, Girish Rao, Rajesh Sagar

JMIR Mhealth Uhealth 2025 (Nov 19); 13:e85910

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Methodological Considerations in Evaluating Mental Health Apps: Ensuring Reliability and Patient Safety

Harikrishnan Balakrishna

JMIR Mhealth Uhealth 2025 (Nov 19); 13:e85329

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Understanding Adherence to Digital Health Technologies: Systematic Review of Predictive Factors

Teodora Figueiredo, Leovaldo Alcântara, Joana Carrilho, Constança Paúl, Elísio Costa

J Med Internet Res 2025 (Nov 17); 27:e77362

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Effects of a Digital Health Intervention for Adults With Type 2 Diabetes Mellitus on Health Care Resource Use and Health Care Charges in the United States: Retrospective Cohort Study

Laura Wilson, Daniel Malone, Praveen Potukuchi, Edward Jonathan Han-Burgess, Keni C S Lee, Alison Edwards, Xinyan Yu, Nita Thingalaya, Felix Lee, Diana Brixner

J Med Internet Res 2025 (Nov 17); 27:e67320

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