This paper is in the following e-collection/theme issue:

Digital Health Reviews (1724) Engagement with and Adherence to Digital Health Interventions, Law of Attrition (638) Mobile Health (mhealth) (3464) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1732)

Published on in Vol 24, No 5 (2022): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35371, first published .
Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review

Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review

Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review

Authors of this article:

Robert Jakob1 Author Orcid Image ;   Samira Harperink2 Author Orcid Image ;   Aaron Maria Rudolf2 Author Orcid Image ;   Elgar Fleisch1, 2, 3 Author Orcid Image ;   Severin Haug4 Author Orcid Image ;   Jacqueline Louise Mair3, 5 Author Orcid Image ;   Alicia Salamanca-Sanabria3 Author Orcid Image ;   Tobias Kowatsch1, 2, 3 Author Orcid Image
Article Authors Cited by (271) Tweetations (37) Metrics

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  200. Burton A, Perler B. Mobile health technologies in inflammatory bowel disease: a narrative review. BMC Gastroenterology 2025;25(1) View
  201. Hondmann S, Schrauwen L, Reijnders T, Stoop E, Evers A, Visch V, Atsma D, Janssen V. Adherence Patterns of Patients Using Remote Patient Management After Myocardial Infarction: Mixed Methods Persona Approach. JMIR Cardio 2025;9:e56236 View
  202. Schier de Fraga F, Narita M, Schreiner M, Belli F, Leonel Celestino J, Braz Pereira K, Soecki G, Bevervanso V, de Fraga R. Mobile Health Adoption in High-Risk Pregnancies Using Cluster Analysis of Biopsychosocial Outcomes: Observational Longitudinal Cohort Study. JMIR Human Factors 2025;12:e67680 View
  203. Nikolovski J, Navar A, Steinhubl S, Baca-Motes K, Curtis A, Peterson E, Lakkireddy D, Tarino M, Juan S, Damaraju C, Wentworth D, Wildenhaus K, Patel M, Tavakoli C, Gibson C, Spertus J. The Heartline Experience. JACC: Advances 2025;4(9):102072 View
  204. Hoeberichts K, Roke Y, Damen F, Niks I, Van Harten P. A qualitative study of the stress autism mate app among autistic adults: user experiences and effects on stress awareness and coping skills. Frontiers in Psychiatry 2025;16 View
  205. Carlozzi N, Troost J, Lombard W, Miner J, Graves C, Choi S, Wu Z, Sen S, Sander A. Completion and Compliance Rates for an Intensive mHealth Study Design to Promote Self-Awareness and Self-Care Among Care Partners of Individuals With Traumatic Brain Injury: Secondary Analysis of a Randomized Controlled Trial. JMIR mHealth and uHealth 2025;13:e73772 View
  206. Gosetto L, Falquet G, Ehrler F, El-Toukhy S. Personalizing mobile applications for health based on user profiles: A preference matrix from a scoping review. PLOS Digital Health 2025;4(8):e0000978 View
  207. Adams J, Davies J, Wattanatakulchat P, Galante J, Miller F, Alfonso S, Van Dam N. Engagement with Meditation Apps: A Cross-Sectional Survey of Use and Associations (Preprint). Journal of Medical Internet Research 2025 View
  208. Martinsen L, Østerås N, Moseng T, Tveter A. Adherence to in-person and app-based exercise for patients with hip or knee osteoarthritis; secondary analyses from a randomized controlled trial. Rheumatology International 2025;45(9) View
  209. Weber M, Mattli R, Raab A, Frei A, Haas K, Marcin T, Vorster A, Schmitt K. What to Consider When Developing Multidomain Mobile Health Interventions for Lifestyle Management. JMIR mHealth and uHealth 2025;13:e63573 View
  210. Jaeger K, Nissen M, Leutheuser H, Danzberger N, Titzmann A, Pontones C, Goossens C, Ziegler P, Uhrig S, Haeberle L, Bleher H, Kast K, Kornhuber J, Schoeffski O, Braun M, Fasching P, Beckmann M, Eskofier B, Huebner H. Adherence to digital pregnancy care – lessons learned from the SMART start feasibility study. npj Digital Medicine 2025;8(1) View
  211. Abe M, Hirata T, Morito N, Kawashima M, Yoshida S, Takami Y, Fujimoto T, Kawasoe S, Shibukawa T, Segawa H, Yamanokuchi T, Ishida S, Takahashi K, Tada K, Kato Y, Sakima A, Arima H. Smartphone application-based interventions for cardiometabolic risk factor management: A systematic review and meta-analysis. Hypertension Research 2025 View
  212. Mezei F, Tsiasiotis E, Basile M, Sciomenta I, Calosci E, Antonini D, Lukacs A, Di Bidino R, Cicchetti A, Sacchini D. Shaping the Future of DHT Assessment: Insights on Industry Challenges, Developer Needs, and a Harmonized, European HTA Framework. Journal of Market Access & Health Policy 2025;13(3):46 View
  213. Shiu L, Huang Y, Liu C, Cheng Y, Chen Y. eHealth Literacy Mediating Social Support and Technology Acceptance Among Patients With Chronic Illnesses: A Cross‐Sectional Study. Journal of Advanced Nursing 2025 View
  214. Davis A, Landers S, Sun Y, Nguyen V, Bolger N, Lewis R, Rosenthal S. Evaluating the Feasibility and Acceptability of a Mobile Mental Health Intervention for Adolescent Depression and Anxiety. Clinical Pediatrics 2025 View
  215. Cakmak R, Tosun İ, Avcu H, Birer G, Akgul O, Saini K, Carnell J, Kutlu O. A randomised clinical trial to evaluate a digital therapeutic (TH-001) for improving glycaemic control in adults with prediabetes. DIGITAL HEALTH 2025;11 View
  216. Edney S, Mair J, Topothai T, Chua X, Na W, Müller-Riemenschneider F. Population-Wide mHealth Interventions Promoting Healthy Movement Behaviors: Systematic Review of the Real-World Evidence. Journal of Physical Activity and Health 2025;22(10):1218 View
  217. McAlister K, Lawrence-Sidebottom D, Roots M, McCutchen D, Huberty J. Exploring the Impact of Online Coaching and Therapy on Elevated Adolescent Stress: A Retrospective Analysis of Bend Health (Preprint). JMIR Pediatrics and Parenting 2025 View
  218. Chukwuemeka U, Chukwu P, Anakor A, Nuvey F, Amaechi I, Lokonon B, Laurean J, Nwankwo I, Okonkwo U, Nwokoye E, Fokou G, Maruf F, Esse-Diby C, Bonfoh B. Mobile-application-based performance feedback improves physical activity behaviour compared to education alone: a randomised controlled trial. BMC Digital Health 2025;3(1) View
  219. Burrola-Méndez S, Hoyos-Loya E, Quiroz-Ibarra J, Perez Navarro C, Omaña-Guzmán I, González-Ordiano J, Acosta-Ruiz O, Bautista-Morales A, Tánchez Sandoval D, Hernández-Cordero S, Muñoz-Manrique C, Ancira-Moreno M. Development, Implementation, and Usability Evaluation of the CANMI App to Monitor the Quality of Maternal and Child Nutrition Care in Primary Health Units: Mixed Methods Pilot Study. JMIR Formative Research 2025;9:e77539 View
  220. Szypula J, Jarvstad A, Jones L, Tapper K. Personalizing a Weight Loss Program Using Cognitive-Behavioral Phenotypes to Improve Engagement and Weight Loss in Adults With Overweight or Obesity: Quasi-Experimental Study. JMIR Formative Research 2025;9:e72645 View
  221. Song J, Yang B, Desai M, Tao Z, Peng L. Facilitators and barriers to mobile health adoption among older adults with hip fractures: A systematic review. DIGITAL HEALTH 2025;11 View
  222. Shah J, Wilson S, Wang K, Thomas S, Pathuri S, Zheng J, Acar I, Kohilakis E, Boyapalli S, Kim V, Berlot A, Mowrey W, Kaur S, Mahali L, Gonzalez J, Wylie-Rosett J, Jariwala S. The Impact of Mobile Health Literacy, Socioeconomic Factors, and Engagement Patterns on DiabetesXcel App Usage in Adults. Journal of Diabetes & Metabolic Disorders 2025;24(2) View
  223. Anza-Ramirez C, Bonilla-Aguilar K, Beran D, Mando J, Saavedra-Garcia L, Angulo-Barranca M, Taboada Garcia M, Albitres-Flores L, Loayza A, Zafra-Tanaka J, Heller O, Lazo-Porras M, Castellsague Pique Perolini M. Adaptation of an mHealth Solution for the Nutritional Management of Diabetes in a Low- and Middle-Income Country: Pre-Post Mixed Methods Pilot Study. JMIR mHealth and uHealth 2025;13:e58029 View
  224. Soto-Ruiz N, Pimentel Parra G, Escalada-Hernández P, García-Vivar C. Feasibility and Acceptability of a Mobile App to Improve Quality of Life of Long-Term Breast Cancer Survivors: Single-Arm Pre-Post Intervention Pilot Study. JMIR Cancer 2025;11:e76719 View
  225. Qiu Y, Liu J, Zeng L, Yu Y, Yue Y, Gu J, Tong M, Yang F, Chen G, Han Y. Older adults’ perceptions and needs regarding mental health WeChat applet: a qualitative study. BMC Psychiatry 2025;25(1) View
  226. Haug S, Caputo L, Wenger A, Kiselev N, Studhalter O, Schaub M. WhatsApp-Based Coaching Program to Support Smoking and Vaping Cessation Among Young People: Pre-Post Study on Acceptance and Preliminary Efficacy. JMIR mHealth and uHealth 2025;13:e65301 View
  227. Rossen J, Anderbro T, Andermo S, Bergman P, Hagströmer M, Jacobsson M, Johansson U, Kallings L, Lönn A, Regan C, von Rosen P, RAVI R. Effectiveness and theory-based evaluation of a personalised digital intervention (EviBody®) for healthy and sustained lifestyle behaviours and well-being among adults: Study protocol for a real-world quasi-experimental study. PLOS One 2025;20(10):e0333201 View
  228. Siri P, Kraiwanit T, Suradinkura S, Kasemrat R, Moolngearn P. Digital health management: A study of factors influencing its efficiency. Journal of Governance and Regulation 2025;14(4):84 View
  229. Stothart A, Al‐Busaidi I, Joyce L. The Use of Mobile Health and Wearable Technologies for the Follow‐Up of Patients With Acute Episodes of Atrial Fibrillation: A Scoping Review. Emergency Medicine Australasia 2025;37(5) View
  230. Kilkenny M, Freak‐Poli R, Burns C, Cameron J, Purvis T, Nelson M, Ho S, Booth B, Bray J, Dalli L, Horton E, Kleinig T, Murphy L, Olaiya M, Thrift A, Gall S, Cadilhac D. Development of a Health Text Message System to Support Stroke Prevention: A Component of the Love Your Brain Digital Platform. Health Expectations 2025;28(5) View
  231. Hügle T. Digitale Behandlung der Fibromyalgie. Zeitschrift für Rheumatologie 2025;84(10):786 View
  232. Bischof A, Budig T, Schläpfer S, Lukic Y, Schneider F, Santhanam P, Barth J, Witt C, Kowatsch T. Long-term usage of the gamified breathing training Breeze and its effect on momentary relaxation in people with cancer: A cohort study (Preprint). JMIR Serious Games 2024 View
  233. Wang D, Rojo-Tirado M, Katzmarzyk P. Longitudinal changes in physical activity and dietary fat intake during an intensive lifestyle intervention: the PROPEL trial. Annals of Behavioral Medicine 2025;59(1) View
  234. Park K, Heo J, Jang H, Lee Y, Kim S, Kim H. Cluster-based quality analysis of mobile health applications based on health behavior theories. Korean Journal of Health Education and Promotion 2025;42(3):53 View
  235. Dantu R, Murad M. Unlocking potential: impact of mHealth affordance realization on patient well-being. Journal of Health Organization and Management 2025:1 View
  236. Fricke L, Petersen W, Häner M, Klaumünzer A, Tischer T. Digital rehabilitation after anterior cruciate ligament reconstruction—A systematic review. Knee Surgery, Sports Traumatology, Arthroscopy 2025 View
  237. Robles N, Fuster-Casanovas A, Moretó S, Duarte-Díaz A, Gelabert E, Padilla-Ruiz M, Gómez C, Pérez-Navarro A, Vidal-Alaball J, Subirà S, Davins M, Saigí-Rubió F, Carrion C. Validation and selection of criteria for evaluating apps for managing depression: a Delphi study. BMJ Open 2025;15(11):e101302 View
  238. Hassan A, Breare H, Rollo M, Mullan B, Pollard C, Kerr D, Dhaliwal S, Begley A. Effectiveness of Digital Health Interventions on Body Weight and Dietary Intake Outcomes Among Culturally and Linguistically Diverse (CALD) and Indigenous Populations: A Systematic Review. Obesity Reviews 2025 View
  239. Storvig G, Stubberud A, Rauwenhoff J, Rønhovde L, Smits M, Saksvik S, Skandsen T, Tronvik E, Olsen A. Mobile Health App for Adults with Persisting Postconcussion Symptoms: Development and Usability Study. JMIR Human Factors 2025;12:e75323 View
  240. Rosen K, Austin J, Bode C. Lifestyle change for daily life with immersive virtual reality: a systematic scoping review of interventions for people with chronic- or life-threatening somatic conditions. Psychology & Health 2025:1 View
  241. van der Endt A, Lindhout J, van Apeldoorn J, Amponsah R, Ramkishun R, Sert E, Craamer C, Richard E, Hoevenaar-Blom M, Moll van Charante E. A Coach-Supported mHealth Lifestyle Intervention to Reduce Dementia Risk in Persons With Low Socioeconomic Status or a Migration Background: Qualitative Co-Design Study. Journal of Participatory Medicine 2025;17:e76094 View
  242. Morariu V, Soancă A, Roman A, Albu S, Gâta A, Vesa Ș, Șurlin P, Tăut D, Negucioiu M, Cândea A. Digital Support for Daily Oral Hygiene: A Mobile Application to Improve Patients’ Adherence and Management of Periodontitis—Initial Implementation and User Feedback. Dentistry Journal 2025;13(11):520 View
  243. Al-Sofiani M, Alharthi S, Albalawi S, Allababidi E, Alharbi O, Raouf A, Alblowi S. The impact of monetary incentives and gamification on glucose levels: real-world assessment in people with diabetes. Scientific Reports 2025;15(1) View
  244. Figueiredo T, Alcântara L, Carrilho J, Paúl C, Costa E. Understanding Adherence to Digital Health Technologies: Systematic Review of Predictive Factors. Journal of Medical Internet Research 2025;27:e77362 View
  245. Bolt G, Rowland B, Piercy H, Bradshaw J, Lubman D, Manning V. AAT-App+: A double-blind, pilot randomised controlled trial of a novel personalised smartphone intervention to reduce hazardous and harmful alcohol consumption among middle–older adults. Addictive Behaviors 2026;173:108560 View
  246. Spencer J, Bahuguna M, Ramani S, Pathak S, Shende S, Pantvaidya S, D’Souza V, Jayaraman A, Rahaman M. What constitutes ‘poor’ adherence to medical advice for chronic diseases? Insights from a qualitative study among hypertension and diabetes patients in urban informal settlements, Mumbai Metropolitan Region. PLOS One 2025;20(11):e0324765 View
  247. Pettersson B, Lundell S, Audulv Å, Lundin-Olsson L, Sandlund M. Older adults’ long-term engagement in self-managed fall prevention exercise: a qualitative longitudinal study of the digital Safe Step intervention. BMC Geriatrics 2025 View
  248. Lysk S, Pach D, Tissen‐Diabaté T, Scholler S, Witt C. Engagement and predictors of use of a smartphone app for migraine self‐management: A secondary analysis of the EMMA trial. Headache: The Journal of Head and Face Pain 2025 View

Books/Policy Documents

  1. Keller R, Wangenheim F, Mair J, Kowatsch T. Digital Therapeutics for Mental Health and Addiction. View
  2. Kay-Lambkin F, Heinsch M, Sampson D. Digital Therapeutics for Mental Health and Addiction. View
  3. Malischnig D. Suchtbehandlung und Digitalisierung. View
  4. Scheibenbogen O, Jobst F. Suchtbehandlung und Digitalisierung. View
  5. Jat A, Grønli T. Mobile Web and Intelligent Information Systems. View
  6. J. Ghaben S, Fitri Mat Ludin A. A Comprehensive Overview of Telemedicine. View
  7. Kashefi A, Bosschaerts K, Murphy S, Van Hoecke S, Vanden Abeele M, De Marez L, Ongenae F, Conradie P. Human-Centered Design, Operation and Evaluation of Mobile Communications. View
  8. James L, Genga L, Montagne B, Hagenaars M, Van Gorp P. Entertainment Computing – ICEC 2024. View
  9. Ratul M, Yanoor Bristy T, Sayeed N, Islam A, Chaudhry B. HCI International 2024 – Late Breaking Papers. View
  10. James L, Genga L, Nuijten R, Montagne B, Hagenaars M, Van Gorp P. Pervasive Computing Technologies for Healthcare. View
  11. Al-Mulaabed S, Mehta D. Translational Gastroenterology. View
  12. Rapp A, Boldi A. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. View
  13. Elhija R. New Challenges of the Global Economy for Business Management. View
  14. James L, De Pellegrin E, Genga L, Montagne B, Van Gorp P. Entertainment Computing – ICEC 2025. View
  15. . Creating Responsible Inquiring Digital Health Organizations. View

Conference Proceedings

  1. Coppens I, Martens L, De Pessemier T. Proceedings of the 17th ACM Conference on Recommender Systems. Analyzing Accuracy versus Diversity in a Health Recommender System for Physical Activities: a Longitudinal User Study View
  2. Karthan M, Hieber D, Pryss R, Schobel J. 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS). Developing a Gamification-Based mHealth Platform to Support Orofacial Myofunctional Therapy for Children View
  3. Jakob R, Lepper N, Fleisch E, Kowatsch T. Proceedings of the CHI Conference on Human Factors in Computing Systems. Predicting early user churn in a public digital weight loss intervention View
  4. Mondéjar A, Silva-Calpa G, Raposo A, Mograbi D. 2024 IEEE 12th International Conference on Serious Games and Applications for Health (SeGAH). Redesign of an m-Health Application for Individuals with Bipolar Disorder: A Strategy for User Adherence and Effective Data Collection View
  5. Bristy T, Ratul M, Sayeed N, Badrul T, Islam A. 2024 Advances in Science and Engineering Technology International Conferences (ASET). Preliminary Design Validation of a mHealth Tool for Gestational Diabetes Mellitus Management and Education in Bangladeshi Women View
  6. Alexandra A, Gabriel G, Elio N. 2025 3rd Cognitive Models and Artificial Intelligence Conference (AICCONF). Mobile Application for Managing Anxiety using Machine Learning Model View
  7. van Vroonhoven W, James L, van Gorp P. Proceedings of the 18th ACM International Conference on PErvasive Technologies Related to Assistive Environments. Designing an Interoperable and Modular System Architecture to Support the Development of Human Digital Twins for Promoting Healthy Lifestyle Behaviors View
  8. Tan J, Sykes E, Zhao Z. Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play. NapQuest: A Gamified Mobile App to Promote Power Napping Among University Students View