Rates of Attrition and Dropout in App-Based Interventions for Chronic Disease: Systematic Review and Meta-Analysis

Meyerowitz-Katz, Gideon, Ravi, Sumathy, Arnolda, Leonard, Feng, Xiaoqi, Maberly, Glen, Astell-Burt, Thomas·2020·Journal of Medical Internet Research

DOI 10.2196/20283

Cited by (561)

Items 201–300 of 561

Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care
Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe et al. · 2023 · Proceedings of the AAAI Conference on Artificial Intelligence
Effectiveness of a Lifestyle Improvement Support App in Combination with a Wearable Device in Japanese People with Type 2 Diabetes Mellitus: STEP-DM Study
Akiko Takahashi, Manabu Ishii, Yurika Kino, Kazuyo Sasaki, Takahiro Matsui, Kenji Arakawa, Makoto Kunisaki · 2024 · Diabetes Therapy
Using Monte Carlo Simulation to Forecast the Scientific Utility of Psychological App Studies: A Tutorial
Sebastian Kueppers, Richard Rau, Florian Scharf · 2024 · Multivariate Behavioral Research
Dropping out of a peripartum depression mHealth study: participants’ motives and suggestions for improvement
Hanna Wierenga, Konstantina Pagoni, Alkistis Skalkidou, Fotios C. Papadopoulos, Femke Geusens · 2025 · BMC Medical Research Methodology
Effects of an Online Psychoeducational Program for People With Dissociative Symptoms: A Randomized Controlled Trial
Stanley Kam Ki Lam, Cherry Tin Yan Cheung, Wai Tong Chien, Chui‐De Chiu, Arnold van Emmerik, Colin A. Ross, Hong Wang Fung · 2025 · Research on Social Work Practice
The effects of the eCoFit RCT on depression and anxiety symptoms among adults with or at risk of Type 2 Diabetes
Magdalena Wilczynska, David Revalds Lubans, Ronald Cyril Plotnikoff · 2021 · Psychology Health & Medicine
Effectiveness of Mindfulness and Positive Strengthening mHealth Interventions for the Promotion of Subjective Emotional Wellbeing and Management of Self-Efficacy for Chronic Cardiac Diseases
Carmen Tabernero, Tamara Gutiérrez‐Domingo, Patrizia Steca, Rosario Castillo‐Mayén, Esther Cuadrado, Sebastián J. Rubio, Naima Z. Farhane‐Medina, Bárbara Luque · 2022 · Journal of Personalized Medicine
Opportunities for the Implementation of a Digital Mental Health Assessment Tool in the United Kingdom: Exploratory Survey Study
Benedetta Spadaro, Nayra Anna Martin-Key, Erin Lucy Funnell, Jiří Benáček, Sabine Bahn · 2023 · JMIR Formative Research
Detection of Spatiotemporal Clusters of COVID-19–Associated Symptoms and Prevention Using a Participatory Surveillance App: Protocol for the @choum Study
David De Ridder, Andrea Loizeau, José Luís Sandoval, Frédéric Ehrler, Myriam Perrier, Albert Ritch, Guillemette Violot, Marc Santolini, Bastian Greshake Tzovaras, Silvia Stringhini et al. · 2021 · JMIR Research Protocols
Digital psychosocial interventions for individuals with spinal cord injury: a scoping review
Alice Armstrong, Katja Oetinger, Katja Weimer, Klaus Hönig · 2024 · Frontiers in Psychiatry
Weight Inclusive Thinking for Fitness Spaces (WIT FITS): A Three-Month Follow-Up of a Weight Stigma Intervention for Exercise Professionals
Janaina Lima Fogaça, Luciana Zuest, Sae-Mi Lee, Nikole Decker Squires, Dawn E. Clifford · 2024 · Recreational Sports Journal
Mapping the Process of Engagement With Digital Health Interventions: A Cross-Case Synthesis
Madison Milne‐Ives, Sophie R. Homer, Jackie Andrade, Edward Meinert · 2025 · Mayo Clinic Proceedings Innovations Quality & Outcomes
A mobile relational agent to enhance atrial fibrillation self-care: Primary and secondary outcomes of a randomized controlled trial
Jared W. Magnani, Christina M. Lalama, Kaleab Z. Abebe, Danielle Ferry, Bruce L. Rollman, Michelle Lancet, Everlyne Kimani, Stefán Ólafsson, Timothy Bickmore, Michael K. Paasche‐Orlow · 2025 · American Heart Journal
Patient-Reported Experiences With Long-Term Lifestyle Self-Monitoring in Heart Disease: Mixed Methods Study
W F Goevaerts, N Tenbult - Van Limpt, Willem J. Kop, Hareld Kemps, Yuan Lü · 2025 · JMIR Formative Research
Feasibility and Effectiveness of a Social Network-Based Intervention for Adolescents Undergoing Weight Loss Treatment: A Randomized Controlled Trial
Sofia Marques Ramalho, Pedro F. Saint‐Maurice, Diana Silva, Helena Ferreira Mansilha, Eva Conceição · 2025 · Nutrients
A feasibility study evaluating the usability and acceptability of the personalised space technology exercise platform mobile application
Hannah M. Worboys, Laura J. Gray, Sarah Anthony, Rachel Hobson, Tim C. D. Lucas, Joshua Vande Hey, Marios Panagi, G. André Ng · 2025 · Scientific Reports
Between regulatory functions and emotional burden: balancing engagement in digital health interventions for self-care in chronic illness
Daniela Lemmo, Roberto Bianco, Fabrizio Mezza, Vincenzo De Luca, Maddalena Illario, Guido Iaccarino, Maria Francesca Freda · 2025 · Frontiers in Psychology
Characterizing Neuro-PASC outcome with the mobile Neuro-COVID recovery care companion application
Grace K. Lank, Shreya Budhiraja, Jordan I. Gaelen, Shreya Mukherjee, Tracey Singer, Aditi Venkatesh, Millenia Jimenez, Janet L. Miller, Melissa Lopez, Charles J. Duax et al. · 2026 · BMC Neurology
Using the health belief model to understand the factors influencing the perceptions of people of Chinese ancestry about reducing salt consumption for hypertension prevention: A cross-sectional study
Alex Chan, Sally Wai‐Chi Chan, Leigh Kinsman · 2023 · PLoS ONE
mHealth Apps in German Outpatient Mental Health Care: Protocol for a Mixed Methods Approach
Klemens Höfer, Felix Plescher, Sarah Schlierenkamp, Stefanie Solar, Silke Neusser, Udo Schneider, Dieter Best, Jürgen Wasem, Carina Abels, Anna Bußmann · 2024 · JMIR Research Protocols
Effect of Digital Lifestyle Management on Metabolic Control and Quality of Life in Patients with Well-Controlled Type 2 Diabetes
Chinmay Kumar Dwibedi, Birgitta Abrahamsson, Anders H. Rosengren · 2022 · Diabetes Therapy
mHealth intervention to improve quality of life in patients with chronic diseases during the COVID-19 crisis in Paraguay: A study protocol for a randomized controlled trial
Tamara Escrivá‐Martínez, Ma Dolores Vara, Nadia Czeraniuk, Matías Denis, Francisco J. Núñez-Benjumea, Luis Fernández-Luque, Alba Jiménez-Díaz, Vicente Traver, Juan José Lull, Antonio Martínez-Millana et al. · 2022 · PLoS ONE
Development and Rasch Analysis of the 18-Item Health Resilience Profile (HRP)
Natalie M. Papini, Myungjin Jung, Minsoo Kang, Nanette Virginia Lopez, Stephen D. Herrmann · 2023 · Nutrients
Using photovoice to explore young women’s experiences of behaviour change techniques in physical activity mobile apps
Mollie M. Tobin, Tamara L. Jones, Yui Sum Haylie Ho, Camille E. Short · 2023 · International Journal of Behavioral Nutrition and Physical Activity
Using the Person-Based Approach to Develop a Digital Intervention Targeting Diet and Physical Activity in Pregnancy: Development Study
Alexandra Rhodes, Arya Pimprikar, Alison Baum, Andrea Dominica Smith, Clare Heidi Llewellyn · 2023 · JMIR Formative Research
Training Australian Dietitians in Behavior Change Techniques Through Educational Workshops: Protocol for a Randomized Controlled Trial
Hayley Breare, Barbara Ann Mullan, Deborah Anne Kerr, Chloé Maxwell‐Smith · 2023 · JMIR Research Protocols
Examining the acceptability and feasibility of the Compassionate Mindful Resilience (CMR) programme in adults living with chronic kidney disease: the COSMIC study findings
Anna C. Wilson, Claire Carswell, Clare McKeaveney, Karen Atkinson, Stephanie Burton, Clare McVeigh, Lisa Graham‐Wisener, Erika Jääskeläinen, William C Johnston, Daniel O’Rourke et al. · 2024 · BMC Nephrology
An e-mental health intervention to reduce depression symptoms in individuals with obesity: study protocol for the randomized, controlled, two-armed, confirmatory LightMood trial
Dilara Kocol, Sheila Geiger, Adam Schweda, Jil Beckord, Theresa Schadendorf, Christoph Jansen, Anita Robitzsch, Eva‐Maria Skoda, Martin Teufel, Alexander Bäuerle · 2024 · Trials
New Approach to Equitable Intervention Planning to Improve Engagement and Outcomes in a Digital Health Program: Simulation Study
Jackson A. Killian, Manish Jain, Yugang Jia, Jonathan Amar, Erich S. Huang, Milind Tambe · 2024 · JMIR Diabetes
A web-based physical activity intervention targeting affect regulation: a randomized feasibility trial
Stina J. Grant, Sam Liu, Ryan E. Rhodes · 2024 · Psychology and Health
Uptake of Digital Health Interventions for Cardiometabolic Disease in British South Asian Individuals: Think Aloud Study
Mel Ramasawmy, Dan Roland Persson, David Sunkersing, Paramjit Singh Gill, Kamlesh K. Khunti, Lydia Poole, Wasim Hanif, ANN E. BLANDFORD, Madiha Sajid, Fiona A. Stevenson et al. · 2024 · JMIR Human Factors
Single versus Combination Treatment in Tinnitus: An International, Multicentre, Parallel-arm, Superiority, Randomised Controlled Trial
Stefan Schoisswohl, Laura Basso, Jorge Piano Simoes, Milena Engelke, Berthold Langguth, Birgit Mazurek, Jose Antonio Lopez-Escamez, Dimitrios Kikidis, Rilana F. F. Cima, Alberto Bernal-Robledano et al. · 2024 · medRxiv
Pilot evaluation of a prototype online acceptance and commitment therapy program for adults living with a chronic health condition.
Donahue, Marissa L., Levin, Michael E. · 2024 · International Journal of Mental Health
Nerva, a mobile application of gut-directed hypnotherapy for irritable bowel syndrome: User characteristics, patterns of use, and predictors of persistence
Lauren Simicich, Vanessa Muñiz, Katherine Scheffrahn, Gary R. Elkins · 2024 · Digital Health
Digitally supported physical activity counselling for people with chronic back pain: a randomised controlled parallel feasibility study
Nicole Lindner, Nele Kornder, Julia Heisig, Annette Becker, Veronika van der Wardt, Annika Viniol · 2025 · BMC Family Practice
Experience with a team-based gamification health app for behavior change adapted to people with diabetes: A pilot study
Satoshi Inagaki, Kenji Kato, Tomokazu Matsuda, Kozue Abe, Shogo Kurebayashi, Masatomo Mihara, Daisuke Azuma, Michinori Takabe, Yasuhisa Abe, Hisafumi Yasuda · 2025 · Technology and Health Care
Reveal the dynamics of mobile health services continuance intention: effects of expectation, confirmation, and chronic disease
Xiumei Ma, Yanxia Li, Ao Suo · 2025 · Frontiers in Public Health
Testing two digital stress-management interventions in a randomized controlled trial of breast cancer patients
Karianne Svendsen, Lise Solberg Nes, Sigrid Leithe, Anders Meland, Ylva Maria Gjelsvik, Elin Børøsund, Ine M. Larsson, Tor Åge Myklebust, Aina Balto, Christine M Rygg et al. · 2025 · Scientific Reports
Effectiveness and Feasibility of Workplace-Based Mental Health Interventions for University Academic Staff: A Systematic Review
Veena Abraham, Johanna Catharina Meyer, Kebogile Elizabeth Mokwena, Edward Duncan, Xuan Luu, Kathryn Hinsliff‐Smith · 2025 · International Journal of Environmental Research and Public Health
Self-Compassion and Resilience as Mediators of a 30-Day Internet-Delivered Mindfulness-Based Cognitive Therapy: A Pragmatic Open Trial
Paweł Holas, Jan Wardęszkiewicz · 2026 · Mindfulness
iPREDICT: proof-of-concept study to develop a predictive model of changes in asthma control
Mario Castro, Merrill J. Zavod, Annika Rutgersson, Magnus Jörntén‐Karlsson, Bhaskar Dutta, Lynn Hagger · 2024 · Therapeutic Advances in Respiratory Disease
The Co-Piloting Model for Using Artificial Intelligence Systems in Medicine: Implementing the Constrained-Disorder-Principle-Based Second-Generation System
Yaron Ilan · 2024 · Bioengineering
Developing and evaluating a health pack to support dog owners to manage the weight of their companion animals
Thomas Llewelyn Webb, Jenifer Molina, Libby Sheridan, Hugues Ruault du Plessis, Joanna Brown, Hannah Abraham, Oliver Morton, Susan McKay · 2025 · Frontiers in Veterinary Science
Benefits for thee, not for me? mHealth engagement through the lens of privacy calculus theory and trust
Georgios Tsirozidis, Ulrik Bak Kirk, Michael A. Zaggl · 2025 · Behaviour and Information Technology
Comprehensive policies for scaling systemic and equitable integration of digital health technologies
Alberta M. C. Spreafico, Rosanna Tarricone, Ariel Dora Stern · 2025 · npj Digital Medicine
The healthy moms and babies app to prevent postpartum depression: analysis of user-profiles and dropout cases
María de la Fe Rodríguez Muñoz, Katina Ilieva Kovacheva, Helena S. García-López, Huynh‐Nhu Le, Natalia Ruiz, María Eugenia Olivares, Nuria Izquierdo Méndez, Pluvio Coronado · 2023 · Frontiers in Public Health
Episodic Future Thinking as Digital Micro-interventions
Dan Roland Persson, Soojeong Yoo, Jakob E. Bardram, Timothy Charles Skinner, Per Bækgaard · 2023 · Lecture notes in computer science
Larger-scale feasibility trial of the families moving forward (FMF) connect mobile health intervention for caregivers raising children with fetal alcohol spectrum disorders
Christie L. M. Petrenko, Carson Kautz‐Turnbull, Madeline N. Rockhold, Cristiano Tapparello, Annika M. Roth, Shiming Zhang, Birgit Grund, Beatrice L. Wood, Heather Carmichael Olson · 2024 · Digital Health
Establishing an Evaluation Indicator System for User Satisfaction With Hypertension Management Apps: Combining User-Generated Content and Analytic Hierarchy Process
Yunfan He, Han Chen, Peng Xiang, Min Zhao, Yingjun Li, Yongcheng Liu, Tong Wang, Jun Liang, Jianbo Lei · 2024 · Journal of Medical Internet Research
Online eurythmy therapy for cancer-related fatigue: a prospective repeated-measures observational study exploring fatigue, stress, and mindfulness
Eliane Timm, Yobina Melanie Ko, Theodor Hundhammer, Ilana Berlowitz, Ursula Wolf · 2024 · Frontiers in Integrative Neuroscience
Comparison of cognitive behaviour therapy versus activity management, both delivered remotely, to treat paediatric chronic fatigue syndrome/myalgic encephalomyelitis: the UK FITNET-NHS RCT
Esther M. Crawley, Emma Claire Anderson, Madeleine Cochrane, Beverly A. Shirkey, Roxanne Morin Parslow, William Hollingworth, Nicola Mills, Daisy Gaunt, Georgia Treneman‐Evans, Manmita Rai et al. · 2024 · Health Technology Assessment
Perspectives on the sustained engagement with digital health tools: protocol for a qualitative interview study among people living with Inflammatory Bowel Disease or irritable bowel syndrome
Jenny L. Olson, Amelia Palumbo, Chloé Desjardins, Claire Wicks, Shania Bhopa, Kelsey Cheyne, Adrijana D’Silva, Lesley A. Graff, Neeraj Narula, David M. Rodrigues et al. · 2024 · BMJ Open
Long‐Term Effects of an Automated Personalized Self‐Care Program for Patients With Type 2 Diabetes
Haejung Lee, Gaeun Park, DaeEun Lee, Ah Reum Khang, Min Jin Lee · 2024 · Nursing and Health Sciences
Diabetes Management Through Remote Patient Monitoring: A Mixed-Methods Evaluation of Program Enrollment and Attrition
Dejun Su, Tzeyu L. Michaud, Jessica Ern, Jian Li, Liwei Chen, Yan Li, Lu Shi, Donglan “Stacy” Zhang, Jennifer A. Andersen, José A. Pagán · 2025 · Healthcare
A Digital Home-Based Health Care Center for Remote Monitoring of Side Effects During Breast Cancer Therapy: Prospective, Single-Arm, Monocentric Feasibility Study
Hanna Huebner, Lena A. Wurmthaler, Chloë Goossens, Mathias Ernst, Alexander Mocker, Annika Krückel, Maximilian Kallert, Juergen Geck, Milena Limpert, Katharina Seitz et al. · 2025 · JMIR Cancer
Adherence to in-person and app-based exercise for patients with hip or knee osteoarthritis; secondary analyses from a randomized controlled trial
Lars Martinsen, Nina Østerås, Tuva Moseng, Anne Therese Tveter · 2025 · Rheumatology International
Validation of the French Smoking Cessation Motivation Scale with French Smokers Using a Mobile App for Smoking Cessation
Luz Adriana Bustamante Perez, Lucía Romo · 2022 · European Journal of Investigation in Health Psychology and Education
Yes, I can! Development and validation of the self-efficacy for self-help scale
Samuel Tomczyk, Sascha Heineck, Thomas McLaren, Lina-Jolien Peter, Georg Schomerus, Silke Schmidt, Holger Muehlan · 2023 · Journal of Affective Disorders
Optimizing medication adherence with home‐monitoring – A feasibility study using capillary microsampling and mHealth in solid organ‐transplanted adolescents
Ingvild Andrea Kindem, Anders Åsberg, Karsten Midtvedt, Anna Kristina Bjerre · 2023 · Pediatric Transplantation
Assessing the Feasibility and Preliminary Effects of a Web-Based Self-Management Program for Chronic Noncancer Pain: Mixed Methods Study
Pascale Marier-Deschênes, Anne-Marie Pinard, Laura Jalbert, Annie LeBlanc · 2024 · JMIR Human Factors
Smartphone as a Sensor in mHealth: Narrative Overview, SWOT Analysis, and Proposal of Mobile Biomarkers
Alessio Antonini, Serhan Coşar, Iman Naja, Muhammad Salman Haleem, Jamie Hugo Macdonald, P. Innominato, Giacinto Barresi · 2025 · Sensors
Engagement With Conversational Agent–Enabled Interventions in Cardiometabolic Disease Self-Management: Systematic Review
Nick Kashyap, Ann Tresa Sebastian, Chris Lynch, Paul Jansons, Ralph Maddison, Tilman Dingler, Brian F. Oldenburg · 2025 · JMIR mhealth and uhealth
Feasibility of a co-designed and personalised intervention to improve vegetable intake in rural-dwelling young adults
Katherine Mary Livingstone, Jonathan Charles Rawstorn, Stephanie Ruth Partridge, Yuxin Zhang, O Eric, Stephanie Louise Godrich, Sarah A. McNaughton, Gilly A. Hendrie, Kate Dullaghan, Gavin Abbott et al. · 2025 · International Journal of Behavioral Nutrition and Physical Activity
MindMInC (mindfulness intervention for insomnia, mood, and cognition): a digital randomized control trial protocol for improving sleep and wellbeing in older adults
H Sanjivini, Joshua F. Wiley, Giselle Withers, Melinda L. Jackson · 2025 · SLEEP Advances
Health Care Professionals’ Experiences Regarding Facilitators of and Barriers to Sustained Use of Social Robot Ivy for People With Intellectual Disabilities: Qualitative Interview Study
Mark Martinus Hendrik Maria Gerardus Steins, Claire A. G. J. Huijnen, Gaby Odekerken‐Schröder, Dominik Mahr, Kars Mennens, Ramon Daniëls, Frank Mathmann · 2025 · Journal of Medical Internet Research
Conversational agent-based interventions for lifestyle behavior modification in older adults: a systematic review
Qian Zhang, Arkers Kwan Ching Wong, Vivian Chi Ching Hui · 2025 · Systematic Reviews
Longitudinal Effects of a Digital Weight Management Program on Weight Loss: A Randomized Controlled Trial
Meaghan McCallum, Robert Glenn Moulder Jr., Sydney Earl, Kelly Blessing, Paige Thompson, Matthew Cole Ainsworth, Matt Baldwin, Christine N. May · 2026 · Obesity Science & Practice
Combining Behavioral Economics–Based Incentives With the Anchoring Strategy: Protocol for a Randomized Controlled Trial
Chad D. Stecher, Sara Cloonan, Sebastian Linnemayr, Jennifer Huberty · 2023 · JMIR Research Protocols
Can mobile-health applications contribute to long-term increase in physical activity after medical rehabilitation?–A pilot-study
Fabian Borst, Monika A Reuss-Borst, Johannes Boschmann, Peter E. H. Schwarz · 2023 · PLOS Digital Health
Feasibility and Acceptability of a Health App Platform Providing Individuals With a Budget to Purchase Preselected Apps to Work on Their Health and Well-Being: Quantitative Evaluation Study
Romy Fleur Willemsen, Niels Henrik Chavannes, Jiska Joëlle Aardoom · 2024 · JMIR Formative Research
Evaluating the Usability and Quality of a Clinical Mobile App for Assisting Physicians in Head Computed Tomography Scan Ordering: Mixed Methods Study
Zahra Meidani, Aydine Omidvar, Hossein Akbari, Fatemeh Asghari, Reza Khajouei, Zahra Nazemi, Ehsan Nabovati, Felix Holl · 2024 · JMIR Human Factors
Randomized Trial of Self-Guided, Internet-Based, Cognitive Behavior Therapies for Migraine
Anna Huguet, Sharlene Rozario, William Chaplin, Margaret McDonald, Lori Wozney, Ana Marissa Lagman‐Bartolome, Ian Matthew Kronish, Allan Purdy, Jennifer Stinson, Patrick J. McGrath · 2024 · Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques
User-centred design of ChestCare: mHealth app for pulmonary rehabilitation for patients with COPD; a mixed-methods sequential approach
Suad J. Ghaben, Arimi Fitri Mat Ludin, Nazlena Mohamad Ali, Devinder Kaur Ajit Singh · 2025 · Digital Health
Using codesign workshops to develop a conceptual framework for a mobile health app targeting chronic low back pain self-management
Tianyu Zhou, Sarah Kirby-Ginns, David Salman, Alison H. McGregor · 2025 · BMJ Open
Users' perceptions of an mHealth service to support healthy lifestyle habits among adult individuals with type 2 diabetes in Sweden – A qualitative study
Klara Drake af Hagelsrum, Susanne Andermo, Therese Svedberg, Philip Rosen, Unn‐Britt Johansson, María Hagströmer, Jenny Rossen · 2025 · BMC Digital Health
Efficacy of a cognitive-behavioral digital therapeutic on psychosocial outcomes in cancer patients: A randomized controlled trial
Linda T. Betz, Katharina Miriam Rischer, Gitta Anne Jacob, Astrid Faßbinder, Anja Specht, Joachim Weis, Pia von Blanckenburg, Kamila Jauch‐Chara · 2025 · Journal of Health Psychology
Application of Behavioral Science in Digital Therapeutics for Individuals With Prediabetes: Scoping Review
Zhuyanyang Pan, Xueli Li, Qiaoyuan Yan, Na Zeng · 2025 · Journal of Medical Internet Research
Evaluation of OPTIMISE (Online Programme to Tackle Individual’s Meat Intake Through Self-regulation): Cohort Study
Cristina Stewart, Carmen Piernas, Kerstin Frie, Brian Cook, Susan Ann Jebb · 2022 · Journal of Medical Internet Research
Social norms and goal-setting interventions to promote responsible gambling in low-to-moderate online gamblers: protocol for a four-arm randomised controlled feasibility study
Emily Julia Arden-Close, Sarah Thomas, Reece Bush‐Evans, Ruijie Wang, Elvira Bolat, Sarah Hodge, Keith Thomas Phalp, John McAlaney · 2023 · BMJ Open
Data-driven Digital Therapeutics Analytics
Uichin Lee, Gyuwon Jung, Sangjun Park, Eun-Yeol Ma, Heeyoung Kim, Yonggeon Lee, Youngtae Noh · 2023 · IEEE International Conference on Big Data and Smart Computing (BigComp)
Filling the gaps in the evaluation and selection of mobile health technologies in respiratory medicine
Ayfer Koyuncu, Arzu Ari · 2024 · Expert Review of Respiratory Medicine
What Is the Tech Missing? Nutrition Reporting in Type 1 Diabetes
Nicole Lubasinski, Hood Thabit, Paul W. Nutter, Simon Harper · 2024 · Nutrients
Persuasive software features as antecedents to perceived compliance within physical activity behavior change support systems
Akon Obu Ekpezu, Isaac Wiafe, Harri Oinas-kukkonen A B · 2024 · Behaviour and Information Technology
Patterns of Adherence to Home Blood Pressure Monitoring Among Older Adults With Ischemic Heart Disease
Lara C. Kovell, Victoria Bothwick, Paul McCabe, Stephen Paul Juraschek, Yuchen Meng, Ritika Revoori, Stephanie Pena, Antoinette Schoenthaler, Samrachana Adhikari, John A. Dodson · 2024 · Journal of Cardiopulmonary Rehabilitation and Prevention
A Brief mHealth-Based Psychological Intervention in Emotion Regulation to Promote Positive Subjective Well-Being in Cardiovascular Disease Patients: A Non-Randomized Controlled Trial
Naima Z. Farhane‐Medina, Rosario Castillo‐Mayén, Bárbara Luque, Sebastián J. Rubio, Tamara Gutiérrez‐Domingo, Esther Cuadrado, Alicia Arenas, Carmen Tabernero · 2022 · Healthcare
Effect of a Digitally-Enabled, Preventive Health Program on Blood Pressure in an Adult, Dutch General Population Cohort: An Observational Pilot Study
José Castela Forte, Pytrik Folkertsma, Rahul Gannamani, Sridhar Kumaraswamy, Sipko van Dam, Jan Hoogsteen · 2022 · International Journal of Environmental Research and Public Health
Couple-Focused Smartphone Intervention to Reduce Problem Drinking: Pilot Randomized Control Trial
David H. Gustafson, David H. Gustafson, Marie‐Louise Mares, Darcie C Johnston, Olivia Vjorn, John Joseph Curtin, Elizabeth E. Epstein, Genie L. Bailey · 2024 · JMIR Formative Research
Gamified Web-Delivered Attentional Bias Modification Training for Adults With Chronic Pain: Randomized, Double-Blind, Placebo-Controlled Trial
Julie F Vermeir, Melanie Jade White, Daniel M. Johnson, Geert Crombez, Dimitri M. L. Van Ryckeghem · 2024 · JMIR Serious Games
Personalized and adaptive physical activity-based social comparison opportunities for women with health risks: Insights from a real-time test of the identification/contrast model
Danielle Arigo, Iris Bercovitz, Anisha Satish, Emmanuel Lapitan, Amanda L. Folk, Andrea F. Lobo · 2025 · Journal of Health Psychology
Usage of a Multipurpose mHealth App Among Adults With Sickle Cell Disease: Randomized Controlled Trial
Robert Michael Cronin, Nives Quaye, Xin Liu, Kristina Landes, Lori E. Crosby, Adetola A. Kassim, Michael Rutledge DeBaun, Patrick Schnell · 2025 · JMIR Formative Research
A Mobile App (CareFit) Supporting Physical Activity for Informal Carers of People With Dementia: Mixed Methods Feasibility and Adaptation Study
Kieren J. Egan, William Hodgson, Bradley Macdonald, Ramsay Meiklem, Ryan Innes, Alison F. Kirk, Barbara Fawcett, Mark David Dunlop, Roma Maguire, Greg Flynn et al. · 2025 · Journal of Medical Internet Research
Evaluating the Impact on Pain Perceptions, Pain Intensity, and Physical Activity of a Mobile App to Empower Employees With Musculoskeletal Pain: Mixed Methods Pilot Study
Stijn Keyaerts, Maxwell Szymanski, Lode Godderis, Vero Vanden Abeele, Liesbeth Daenen · 2025 · JMIR Formative Research
Towards digital solutions for tinnitus: a randomized controlled trial of the Oto smartphone application
Boaz Mui, Jameel Muzaffar, Jinsong Chen, Niranjan P. Bidargaddi, Giriraj Singh Shekhawat · 2025 · Speech Language and Hearing
Increasing Retention in a Large-Scale Decentralized Clinical Trial: Learnings From the COVID-RED Trial
Laura C. Zwiers, Duco Veen, Marianna Mitratza, Timo B. Brakenhoff, Brianna Mae Goodale, Paul Klaver, Kay Y. Hage, Marcel van Willigen, George Stanley Downward, Peter J. Lugtig et al. · 2025 · Mayo Clinic Proceedings Digital Health
Analysis of Training Behavior in Users of a Fitness App: Cross-Sectional Study
Andrea Fuente-Vidal, Roger Prat, Juan Manuel Arribas Marín, Oscar Jossa-Bastidas, Myriam Guerra-Balic, Begonya García-Zapirain, Joel Montané, Javier Jerez‐Roig · 2025 · JMIR mhealth and uhealth
The Families Moving Forward Connect Teacher Companion website: Development and initial pilot randomized trial of an FASD‐informed resource for teachers
Carson Kautz‐Turnbull, Heather Carmichael Olson, Claire D. Coles, Cristiano Tapparello, Kristen Love, April Luehmann, Lynn L. Cole, Sheree L. Toth, Emily L. Speybroeck, Christie L. M. Petrenko · 2025 · Alcoholism Clinical and Experimental Research
A practical step-by-step approach for patient and public involvement in eHealth intervention research: Lessons learned from three case projects
Milon H. M. van Vliet, Roxy A. van Eersel, Charlotte C Poot, Jasper S Faber, Jiska Joëlle Aardoom, Eline Meijer, Anke Versluis · 2025 · Internet Interventions
Evaluating the feasibility and potential effectiveness of a mobile-based intervention to promote the mental health of informal caregivers of persons with dementia in Singapore: Results from a mixed-methods two-arm pilot randomized controlled trial
Qi Yuan, Yun Ting Lee, Ellaisha Samari, Yunjue Zhang, Richard Roshan Goveas, Li Ling Ng, Mythily Subramaniam · 2025 · Journal of Affective Disorders
Digital delivery of a 6-month home-based empowerment program improves mental health in rural adults with chronic conditions: A single-arm prospective interventional trial
Gabriela Ilie, Stuart Murphy, Cody MacDonald, Robert D. H. Rutledge · 2026 · Digital Health
Toward personalized persuasive social robots for behavior change in healthcare: a conceptual framework
Elie Maalouly, Alessandra Rossi, Silvia Rossi · 2026 · Frontiers in Robotics and AI