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

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Articles published in 2026 in this theme: 69 (scroll down to load remaining articles)

2026

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Evaluating the Effectiveness of Nonpharmacological Self-Management Interventions for Persistent Pain: Protocol for Single-Case Experimental Designs

Nancy Sturman, Jane Nikles, Peter Worthy, Shauna Fjaagesund, Rachel A Elphinston, Nicole Andrews, Michele Sterling, Stefan Konigorski

JMIR Res Protoc 2026 (Jun 15); 15:e79810

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Real-World Meditation App Engagement: Longitudinal Study of the Medito Meditation App

Julia Adams, Jonathan Davies, Prai Wattanatakulchat, Julieta Galante, Simon D'Alfonso, Nicholas T Van Dam

JMIR Mhealth Uhealth 2026 (Jun 08); 14:e79366

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Unique Digital Images as Incentives in Clinical Trials: A Digital Shift Toward Meaningful Participation

Xavier Tadeo, Gyula Seres, Peter Wang, Yoann Sapanel, Alexandria Remus, Jasmine L Eyal, Jason Kai-Wei Lee, Simon Chesterman, Julian Savulescu, John Eu-Li Wong, Christopher L Asplund, R Brian Stone, Benjamin C K Tee, Reza Shokri, Marlena Raczkowska, Li Ming Chong, Siong Peng Kwek, Agata Blasiak, Dean Ho

J Med Internet Res 2026 (Jun 08); 28:e88022

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Associations and Pathways Between Online Health Information–Seeking Behavior and Patient Adherence: Cross-Sectional Study

Zhenyu Xu, Jingjing Jia, Chaofan Wu

J Med Internet Res 2026 (Jun 04); 28:e91115

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Early Deployment of an Integrated Digital Platform (shamiriOS) for Scalable Youth Mental Health Service Delivery in Kenya: Development and Usability Study

Shadrack Lilan, Tom L Osborn, Wendy Mmbone, Jean Kasudi, Benny Otieno, Ichami Etyang, Jianing Tu, Edmund Korley, Christine Wasanga

JMIR Hum Factors 2026 (Jun 03); 13:e79107

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Usage and Exposure to Content of the NHS Healthy Living Program for People With Type 2 Diabetes: Retrospective Observational Cohort Study

Antonia M Marsden, Rhiannon E Hawkes, Jack S Benton, David P French, Sarah Cotterill

J Med Internet Res 2026 (Jun 02); 28:e89690

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Fixed Versus Lottery Incentives for Promoting Engagement With a Cadence-Based Smartphone App: Randomized Crossover Trial

Kosuke Hayashi, Hiromitsu Imai, Ichiro Oikawa, Hirokazu Wakuda, Iori Miura, Shingo Uenohara, Asuka Kuwae, Megumi Kai, Ken'ichi Furuya, Naoto Uemura

JMIR Form Res 2026 (May 27); 10:e86189

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Factors Influencing the Initiation and Continued Engagement of Digital Mental Health Tools Among Adults: Theory of Planned Behavior–Informed Systematic Review

Nan Cheng, Mary K Lam, Christine Grove, Monica Wachowicz

JMIR Ment Health 2026 (May 15); 13:e88731

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Engagement of Users in Digital Health Applications: Scoping Review

Melek Aktas, Linda Cambon, Olivier Aromatario

JMIR Mhealth Uhealth 2026 (May 15); 14:e66002

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Key Features of Engagement Strategies in Nutrition Apps for Adults: Scoping Review

Maria F Vasiloglou, Zoë van der Heijden, Eric Antoine Scuccimarra, Alberto Conde Freniche, Desiree A Lucassen, Nienke de Vlieger, Frédéric Ronga, Elske Brouwer-Brolsma, Tamara Bucher

JMIR Mhealth Uhealth 2026 (May 12); 14:e82276

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Contribution of Longitudinal Mobile Health Measures in the Dynamic Track of Patients With Major Depressive Disorder: Multiple Centers, Prospective Cohort Study Using Functional Data Analysis and Machine Learning

Rou Zhong, Nanxi Li, Le Xiao, Lei Feng, Yuan Feng, Gang Wang, Xuequan Zhu

JMIR Mhealth Uhealth 2026 (May 11); 14:e81397

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Efficacy, User Engagement, and Acceptability of Cognitive Behavioral Therapy–Oriented Psychological Chatbots for Adults With Depressive and/or Anxiety Symptoms: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Bingyan Gong, Nisha Yao, Hangxin Xie, Chuncheng Huang, Tomoko Kishimoto, Howard Berenbaum, Wenting Mu

J Med Internet Res 2026 (May 08); 28:e82677

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Persuasive Systems Design Features of Smartphone Apps for Psychosis: Systematic Review

Theresa Taylor, Jasmin Peat, David Kell, Shadi Daryan, Pamela Jacobsen

JMIR Hum Factors 2026 (May 07); 13:e81101

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Posttraumatic Symptoms as Predictors of Engagement With a Mobile App for Coping After Military Sexual Trauma: Public Usage Data Analysis Study

Shilpa Hampole, Shannon McCaslin-Rodrigo, Valerie Carr, David Schuster, Sofia Reyes, Sarah Senti, Kelly M Ramsey, Jason E Owen, W Christopher Skidmore, Amy E Street, Katherine Taylor, Margaret-Anne Mackintosh

J Med Internet Res 2026 (May 07); 28:e85098

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Evaluating a Digital Chronic Condition Prevention Intervention (THRIVE) in Australian General Practice: Protocol for a Mixed Methods Feasibility Study (ePREVENT-360)

Gillian Singleton, Elizabeth Halcomb, Andrew Bonney, Hassan Hosseinzadeh

JMIR Res Protoc 2026 (May 06); 15:e83105

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Comparing Usual Care With Coordinated Clinician and Patient Use of Mobile Technology in Primary Care for Patients With Major Depressive Disorder: Practice-Based Pilot Study

Angela M Lanigan, Elisabeth F Callen, Melissa K Filippi, Elise A Robertson, Tarin L Clay, Andrea Nederveld, Ben Fehnert, Lambros Chrones, Michael L Martin, Maggie McCue, Christina M Hester

JMIR Form Res 2026 (May 06); 10:e71662

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A Stepped Care Approach to Promoting Engagement in a Digital Health Intervention: Secondary Analysis of a Randomized Controlled Trial

Esha Dwibedi, Wen You, Lee M Ritterband, Donna-Jean P Brock, Annie L Reid, Christina Frederick, Jamie M Zoellner

J Med Internet Res 2026 (May 04); 28:e80921

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Restoring Engagement in Digital Self-Control Tools Using Nudge Reconfiguration Prompts: Quasi-Experimental Study

Awen Kidel Peña--Albert, Sandy Ingram, Yasser Khazaal, Léo Litrico, Juan Carlos Farah, Denis Gillet

JMIR Form Res 2026 (Apr 28); 10:e85349

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Exploring Patient Empowerment and Health System Outcomes Associated With MyHealthNB, a Provincial Personal Health Record System: Exploratory Mixed Methods Study

Paula Voorheis, Stephan U Dombrowski, Frances Bruno, Carolyn Steele Gray

J Med Internet Res 2026 (Apr 28); 28:e87521

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