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

Digital Health Reviews (1724) Web-based and Mobile Health Interventions (4018) Engagement with and Adherence to Digital Health Interventions, Law of Attrition (638)

Published on in Vol 24, No 2 (2022): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/27735, first published .
Attrition Within Digital Health Interventions for People With Multiple Sclerosis: Systematic Review and Meta-analysis

Attrition Within Digital Health Interventions for People With Multiple Sclerosis: Systematic Review and Meta-analysis

Attrition Within Digital Health Interventions for People With Multiple Sclerosis: Systematic Review and Meta-analysis

Authors of this article:

William Bevens1 Author Orcid Image ;   Tracey Weiland1 Author Orcid Image ;   Kathleen Gray2 Author Orcid Image ;   George Jelinek1 Author Orcid Image ;   Sandra Neate1 Author Orcid Image ;   Steve Simpson-Yap1 Author Orcid Image
Article Authors Cited by (22) Tweetations (5) Metrics

Journals

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  2. van Beek J, Lehnick D, Pastore-Wapp M, Wapp S, Kamm C, Nef T, Vanbellingen T. Tablet app-based dexterity training in multiple sclerosis (TAD-MS): a randomized controlled trial. Disability and Rehabilitation: Assistive Technology 2024;19(3):889 View
  3. Casuso-Holgado M, García-Muñoz C, Martín-Valero R, Lucena-Anton D, Moral-Munoz J, Cortés-Vega M. Dropout rate in randomised controlled trials of balance and gait rehabilitation in multiple sclerosis: is it expected to be different for virtual reality-based interventions? A systematic review with meta-analysis and meta-regression. Virtual Reality 2023;27(4):3451 View
  4. Sieber C, Haag C, Polhemus A, Sylvester R, Kool J, Gonzenbach R, von Wyl V. Feasibility and scalability of a fitness tracker study: Results from a longitudinal analysis of persons with multiple sclerosis. Frontiers in Digital Health 2023;5 View
  5. Howard Z, Win K, Guan V. Mobile apps used for people living with multiple sclerosis: A scoping review. Multiple Sclerosis and Related Disorders 2023;73:104628 View
  6. Parra A, Gonzalez-Medina G, Perez-Cabezas V, Casuso-Holgado M, Vinolo-Gil M, García-Muñoz C. Dropout Rate of Participants in Randomized Clinical Trials That Use Virtual Reality to Train Balance and Gait in Parkinson’s Disease. A Systematic Review With Meta-analysis and Meta-regression. Journal of Medical Systems 2023;47(1) View
  7. Guan V, Zhou C, Wan H, Zhou R, Zhang D, Zhang S, Yang W, Voutharoja B, Wang L, Win K, Wang P. A Novel Mobile App for Personalized Dietary Advice Leveraging Persuasive Technology, Computer Vision, and Cloud Computing: Development and Usability Study. JMIR Formative Research 2023;7:e46839 View
  8. Reece J, Yu M, Bevens W, Simpson-Yap S, Jelinek G, Jelinek P, Davenport R, Nag N, Gray K, Neate S. Study protocol for an online lifestyle modification education course for people living with multiple sclerosis: the multiple sclerosis online course (MSOC). BMC Neurology 2023;23(1) View
  9. Vaagan A, Haaland-Øverby M, Eriksen A, Fredriksen K, Stenov V, Varsi C, Ingadóttir B, Cleal B, Alvheim A, Westermann K, Strømme H, Kristjansdottir O. Group-based patient education via videoconference: A scoping review. Patient Education and Counseling 2024;118:108026 View
  10. Titcomb T, Sherwood M, Ehlinger M, Saxby S, Shemirani F, Eyck P, Wahls T, Snetselaar L. Evaluation of a web-based program for the adoption of wellness behaviors to self-manage fatigue and improve quality of life among people with multiple sclerosis: A randomized waitlist-control trial. Multiple Sclerosis and Related Disorders 2023;77:104858 View
  11. Pinarello C, Elmers J, Inojosa H, Beste C, Ziemssen T. Management of multiple sclerosis fatigue in the digital age: from assessment to treatment. Frontiers in Neuroscience 2023;17 View
  12. Antonioni A, Baroni A, Milani G, Cordioli I, Straudi S. Role of Smartphone Applications in the Assessment and Management of Fatigue in Patients with Multiple Sclerosis: A Scoping Review. Sclerosis 2024;2(1):42 View
  13. Scheibe S, Timpel P, Mäder M, Heinrich R, Kugler J, Schönfelder T. Effektivität digitaler Pflegeanwendungen bei Pflegebedürftigen im häuslichen Umfeld. Pflege 2025;38(1):11 View
  14. Reece J, Yu M, Bevens W, Simpson-Yap S, Davenport R, Jelinek G, Neate S. Sociodemographic, Health, and Lifestyle-Related Characteristics Associated With the Commencement and Completion of a Web-Based Lifestyle Educational Program for People With Multiple Sclerosis: Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e58253 View
  15. Cabreira V, Wilkinson T, Frostholm L, Stone J, Carson A. Systematic review and meta-analysis of standalone digital interventions for cognitive symptoms in people without dementia. npj Digital Medicine 2024;7(1) View
  16. Daniore P, Yan C, Stanikic M, Iaquinto S, Ammann S, Kamm C, Zecca C, Calabrese P, Steinemann N, von Wyl V, Villanueva C. Real-world patterns in remote longitudinal study participation: A study of the Swiss Multiple Sclerosis Registry. PLOS Digital Health 2024;3(11):e0000645 View
  17. Vicente-Escudero J. Meta-analysis of the Efficacy of Web-Based Psychological Treatments on Anxiety, Depression, Fatigue, and Quality of Life in Patients with Multiple Sclerosis. Journal of Technology in Behavioral Science 2025 View
  18. McChrystal R, Lees J, Gillies K, McAllister D, Hanlon P. Participant and trial characteristics reported in predictive analyses of trial attrition: an umbrella review of systematic reviews of randomised controlled trials across multiple conditions. Trials 2025;26(1) View
  19. Yu M, Neate S, Simpson-Yap S, Davenport R, Bevens W, Jelinek G, Reece J. A Web-Based Lifestyle-Related Course for People Living With Multiple Sclerosis: Quantitative Evaluation of Course Completion, Satisfaction, and Lifestyle Changes Among Participants Enrolled in a Randomized Controlled Trial. JMIR Human Factors 2025;12:e59363 View
  20. Chu N, Yushko L, Pan B, Hamarneh Y, Watson K, Tsuyuki R, Smyth P. Evaluating the impact of systematic reporting of patient-reported outcome measures on depression and anxiety levels in people with multiple sclerosis: a randomized controlled trial. Multiple Sclerosis and Related Disorders 2025;99:106502 View
  21. Schriefer D, Dillenseger A, Atta Y, Inojosa H, Ziemssen T. From implementation to discontinuation: multi-year experience with the multiple sclerosis performance test as a digital monitoring tool. Frontiers in Digital Health 2025;7 View
  22. Rayner C, Bradshaw C, Davies J. An evaluation of a psychoeducational harm-reduction focused intervention targeting music festival attendees/at risk of negative outcomes surrounding recreational substance use. Drug Science, Policy and Law 2025;11 View