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

Investigating the Effectiveness of Technology-Based Distal Interventions for Postpartum Depression and Anxiety: Systematic Review and Meta-Analysis

Sarah P Brocklehurst, Alyssa R Morse, Tegan Cruwys, Philip J Batterham, Liana Leach, Alysia M Robertson, Aseel Sahib, Colette T Burke, Jessica Nguyen, Alison L Calear

J Med Internet Res 2024 (Nov 19); 26:e53236

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Assessing Digital Phenotyping for App Recommendations and Sustained Engagement: Cohort Study

Bridget Dwyer, Matthew Flathers, James Burns, Jane Mikkelson, Elana Perlmutter, Kelly Chen, Nanik Ram, John Torous

JMIR Form Res 2024 (Nov 19); 8:e62725

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Effectiveness of the Support From Community Health Workers and Health Care Professionals on the Sustained Use of Wearable Monitoring Devices Among Community-Dwelling Older Adults: Feasibility Randomized Controlled Trial

Arkers Kwan Ching Wong, Jonathan Bayuo, Jing Jing Su, Frances Kam Yuet Wong, Karen Kit Sum Chow, Bonnie Po Wong, Siu Man Wong, Vivian Hui

J Med Internet Res 2024 (Nov 18); 26:e52435

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Use of Random Forest to Predict Adherence in an Online Intervention for Depression Using Baseline and Early Usage Data: Model Development and Validation on Retrospective Routine Care Log Data

Franziska Wenger, Caroline Allenhof, Simon Schreynemackers, Ulrich Hegerl, Hanna Reich

JMIR Form Res 2024 (Nov 15); 8:e53768

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Effectiveness of the Offer of the Smoke Free Smartphone App Compared With No Intervention for Smoking Cessation: Pragmatic Randomized Controlled Trial

Sarah Jackson, Dimitra Kale, Emma Beard, Olga Perski, Robert West, Jamie Brown

J Med Internet Res 2024 (Nov 15); 26:e50963

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Exploration of Features of Mobile Applications for Medication Adherence in Asia: Narrative Review

Tzu Wang, Yen-Ming Huang, Hsun-Yu Chan

J Med Internet Res 2024 (Nov 08); 26:e60787

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Predictors of Engagement in Multiple Modalities of Digital Mental Health Treatments: Longitudinal Study

Molly Aideen Nowels, Meghan McDarby, Lilla Brody, Evan Kleiman, Sara Sagui Henson, Cynthia Castro Sweet, Elissa Kozlov

J Med Internet Res 2024 (Nov 07); 26:e48696

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Understanding Users’ Engagement in a Provider-Created Mobile App for Training to Advance Hepatitis C Care: Knowledge Assessment Survey Study

Maximilian Wegener, Katarzyna Sims, Ralph Brooks, Lisa Nichols, Robert Sideleau, Sharen McKay, Merceditas Villanueva

JMIR Form Res 2024 (Nov 01); 8:e52729

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Evaluating the Impact of a Game (Inner Dragon) on User Engagement Within a Leading Smartphone App for Smoking Cessation: Randomized Controlled Trial

Justin S White, Séverine Toussaert, Bethany R Raiff, Marie K Salem, Amy Yunyu Chiang, David Crane, Edward Warrender, Courtney R Lyles, Lorien C Abroms, J Lee Westmaas, Johannes Thrul

J Med Internet Res 2024 (Oct 30); 26:e57839

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Feasibility and Engagement of a Mobile App Preparation Program (Kwit) for Smoking Cessation in an Ecological Context: Quantitative Study

Luz Adriana Bustamante Perez, Lucia Romo, Oulmann Zerhouni

JMIR Mhealth Uhealth 2024 (Oct 02); 12:e51025

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A Web-Based Antiretroviral Therapy Adherence Intervention (Thrive With Me) in a Community-Recruited Sample of Sexual Minority Men Living With HIV: Results of a Randomized Controlled Study

Keith J Horvath, Sara Lammert, Darin Erickson, K Rivet Amico, Ali J Talan, Ore Shalhav, Christina J Sun, H Jonathon Rendina

J Med Internet Res 2024 (Sep 30); 26:e53819

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Evolutionary Trends in the Adoption, Adaptation, and Abandonment of Mobile Health Technologies: Viewpoint Based on 25 Years of Research

Jennifer Portz, Susan Moore, Sheana Bull

J Med Internet Res 2024 (Sep 27); 26:e62790

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User Engagement With mHealth Interventions to Promote Treatment Adherence and Self-Management in People With Chronic Health Conditions: Systematic Review

Cyd Eaton, Natalie Vallejo, Xiomara McDonald, Jasmine Wu, Rosa Rodríguez, Nishanth Muthusamy, Nestoras Mathioudakis, Kristin A Riekert

J Med Internet Res 2024 (Sep 24); 26:e50508

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Design and Psychometric Evaluation of Nurses’ Mobile Health Device Acceptance Scale (NMHDA-Scale): Application of the Expectation-Confirmation Theory

Narjes Mirabootalebi, Zahra Meidani, Hossein Akbari, Fatemeh Rangraz Jeddi, Zahra Tagharrobi, Walter Swoboda, Felix Holl

JMIR Hum Factors 2024 (Sep 17); 11:e55324

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Predicting Adherence to Computer-Based Cognitive Training Programs Among Older Adults: Study of Domain Adaptation and Deep Learning

Ankita Singh, Shayok Chakraborty, Zhe He, Yuanying Pang, Shenghao Zhang, Ronast Subedi, Mia Liza Lustria, Neil Charness, Walter Boot

JMIR Aging 2024 (Sep 16); 7:e53793

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Usage, Attitudes, Facilitators, and Barriers Toward Digital Health Technologies in Musculoskeletal Care: Survey Among Primary Care Physiotherapists in Norway

Lars Martinsen, Nina Østerås, Tuva Moseng, Anne Therese Tveter

JMIR Rehabil Assist Technol 2024 (Sep 16); 11:e54116

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Predicting Long-Term Engagement in mHealth Apps: Comparative Study of Engagement Indices

Yae Won Tak, Jong Won Lee, Junetae Kim, Yura Lee

J Med Internet Res 2024 (Sep 09); 26:e59444

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Value of Engagement in Digital Health Technology Research: Evidence Across 6 Unique Cohort Studies

Sarah M Goodday, Emma Karlin, Alexa Brooks, Carol Chapman, Christiana Harry, Nelly Lugo, Shannon Peabody, Shazia Rangwala, Ella Swanson, Jonell Tempero, Robin Yang, Daniel R Karlin, Ron Rabinowicz, David Malkin, Simon Travis, Alissa Walsh, Robert P Hirten, Bruce E Sands, Chetan Bettegowda, Matthias Holdhoff, Jessica Wollett, Kelly Szajna, Kallan Dirmeyer, Anna Dodd, Shawn Hutchinson, Stephanie Ramotar, Robert C Grant, Adrien Boch, Mackenzie Wildman, Stephen H Friend

J Med Internet Res 2024 (Sep 03); 26:e57827

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Exploring Acceptability, Barriers, and Facilitators for Digital Health in Dermatology: Qualitative Focus Groups With Dermatologists, Nurses, and Patients

Patrick Reinders, Matthias Augustin, Anastasia Fleyder, Marina Otten

JMIR Dermatol 2024 (Sep 03); 7:e57172

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Framework Development for Reducing Attrition in Digital Dietary Interventions: Systematic Review and Thematic Synthesis

Jian Wang, Jinli Mahe, Yujia Huo, Weiyuan Huang, Xinru Liu, Yang Zhao, Junjie Huang, Feng Shi, Zhihui Li, Dou Jiang, Yilong Li, Garon Perceval, Lindu Zhao, Lin Zhang

J Med Internet Res 2024 (Aug 27); 26:e58735

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