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

Articles published in 2026 in this theme: 60 (scroll down to load remaining articles)

2026

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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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Digital Monitoring of Pre-Exposure Prophylaxis Users Through Electronic Patient-Reported Outcome Measures and Electronic Patient-Reported Experience Measures: Multicenter Prospective Study on Feasibility, Safety, and Predictive Modeling of Digital Engagement

Gabriel Mercadal-Orfila, Joaquín Ignacio Serrano, Tilman Mijares, Lluís Vidal, Adrian Curran, Salvador Herrera-Pérez

J Med Internet Res 2026 (Apr 13); 28:e87592

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Participant Engagement With a Digital Behavioral Health App for Chronic Pain: Descriptive Secondary Analysis of a Feasibility Randomized Controlled Trial

Susan M Zbikowski, Jo Masterson, Yohali Burrola-Mendez, Chialing Hsu, Kris Pui Kwan Ma, Ying Zhang, Deanna Waters, Kari A Stephens

JMIR Hum Factors 2026 (Apr 09); 13:e88122

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Family Engagement in a Digital Intervention Targeting Risk for Anxiety in Parent-Child Dyads: Mixed Methods Study

Isaac A Mirzadegan, Ericka M Lewis, Sally L Cole, Alexandria M Meyer

JMIR Pediatr Parent 2026 (Apr 09); 9:e79898

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Rangatahi Youth-Led Dissemination Campaign for Cocreated Eating and Well-Being Guidelines: Process and Pilot Implementation Evaluation

Layla Christison, Renee Railton, Rachael Glassey, Raun Makirere-Haerewa, David Tipene-Leach, Boyd Swinburn

JMIR Form Res 2026 (Apr 09); 10:e71833

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Promoting Self-Regulated Social Media Use on Smartphones With a Mobile Intervention App (Wellspent): Randomized Controlled Trial

Lea Mertens, Lina Christin Brockmeier, Christina Roitzheim, Theda Radtke, Tilman Dingler, Jan Keller

JMIR Mhealth Uhealth 2026 (Apr 08); 14:e56824

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Telehealth Delivery of the Homeostasis–Enrichment–Plasticity Approach for Premature Infants With Developmental Risks: Exploratory Feasibility Study

Aymen Balikci, Gamze Cagla Sirma, Izgi-Miray Demirbag, Teresa A May-Benson, Hatice Gulhan Sozen, Ayse Firdevs Aracikul Balikci, Gul Ilbay

J Med Internet Res 2026 (Apr 07); 28:e86883

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