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

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Articles published in 2026 in this theme: 66 (scroll down to load remaining articles)

2026

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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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An mHealth App to Increase Engagement in Mental Health Services for Depression and Anxiety: Protocol for a Pilot Randomized Controlled Trial

Aderonke Bamgbose Pederson

JMIR Res Protoc 2026 (Apr 28); 15:e81645

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Experiential Classes Plus Digital Logging in Antenatal Care for Pregnant Women in China: Mixed Methods Study

Zhenfeng Sun, Fuwen Yang, Xi Wang, Yin Sun, Suhan Zhang, Liangkun Ma

J Particip Med 2026 (Apr 21); 18:e84705

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Interactive, Personalized Patient Decision Aid for COVID-19 Vaccination in Canada: User-Centered Design Approach

Doriane Etienne, Patrick M Archambault, Isaac I Bogoch, Christine T Chambers, Andrea D Chittle, Juliette Demers, S Michelle Driedger, Ève Dubé, Marie-Pierre Gagnon, Teresa Gavaruzzi, Anik Giguère, Nathalie Grandvaux, Kelly Grindrod, Hina Hakim, Samira Jeimy, Jason Kindrachuk, Annie LeBlanc, Shannon E MacDonald, Ruth Ndjaboue, Magniol Noubi, Rita Orji, Jean-Sébastien Paquette, Elizabeth Parent, Jean-Sébastien Renaud, Beate Sander, Monica Taljaard, Dana Tannenbaum Greenberg, Marie-Claude Tremblay, Sabina Vohra-Miller, Vivian A Welch, Holly O Witteman

JMIR Hum Factors 2026 (Apr 16); 13:e86283

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A Digital Inclusion Intervention to Improve Access to a Digital Health Intervention Among Digitally Excluded Adults: Mixed Methods Pilot Randomized Controlled Trial

Christy Walklin, Juliet Briggs, Siobhan Freeman, Emmanuel Mangahis, Camila Dias, Sunil Bhandari, Kate Bramham, James O Burton, Jackie Campbell, Philip A Kalra, Jamie Macdonald, Maarten W Taal, David C Wheeler, Sharlene A Greenwood, Hannah M L Young

JMIR Form Res 2026 (Apr 16); 10:e91438

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