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

Innovations and Technology for Healthy Eating Education (490) Registered Report (798) Web-based and Mobile Health Interventions (4044) Exercise and Diet Tracking for Diabetes Patients (121) Health Coaching for Diabetes Patients (176) Diabetes Education and Elearning for Patients (153) Apps, Mobile, Wearables for Diabetes (366) mHealth for Wellness, Behavior Change and Prevention (3333) Diabetes Self-Management (593)

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

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/31530, first published .
Digitally Supported Lifestyle Intervention to Prevent Type 2 Diabetes Through Healthy Habits: Secondary Analysis of Long-Term User Engagement Trajectories in a Randomized Controlled Trial

Digitally Supported Lifestyle Intervention to Prevent Type 2 Diabetes Through Healthy Habits: Secondary Analysis of Long-Term User Engagement Trajectories in a Randomized Controlled Trial

Digitally Supported Lifestyle Intervention to Prevent Type 2 Diabetes Through Healthy Habits: Secondary Analysis of Long-Term User Engagement Trajectories in a Randomized Controlled Trial

Authors of this article:

Piia Lavikainen1 Author Orcid Image ;   Elina Mattila2 Author Orcid Image ;   Pilvikki Absetz3, 4 Author Orcid Image ;   Marja Harjumaa2 Author Orcid Image ;   Jaana Lindström5 Author Orcid Image ;   Elina Järvelä-Reijonen3 Author Orcid Image ;   Kirsikka Aittola3 Author Orcid Image ;   Reija Männikkö3, 6 Author Orcid Image ;   Tanja Tilles-Tirkkonen3 Author Orcid Image ;   Niina Lintu7 Author Orcid Image ;   Timo Lakka7, 8, 9 Author Orcid Image ;   Mark van Gils2 Author Orcid Image ;   Jussi Pihlajamäki3, 6 Author Orcid Image ;   Janne Martikainen1 Author Orcid Image
Article Authors Cited by (17) Tweetations (4) Metrics

Journals

  1. Buss V, Varnfield M, Harris M, Barr M. Remotely Conducted App-Based Intervention for Cardiovascular Disease and Diabetes Risk Awareness and Prevention: Single-Group Feasibility Trial. JMIR Human Factors 2022;9(3):e38469 View
  2. Evans S, Ashmore C, Daly A, Dhadwar P, Syed A, Lecocq O, Jackson R, Pinto A, MacDonald A. Efficacy of a New Low-Protein Multimedia Diet App for PKU. Nutrients 2022;14(11):2182 View
  3. Ross J, Hawkes R, Miles L, Cotterill S, Bower P, Murray E. Design and Early Use of the Nationally Implemented Healthier You National Health Service Digital Diabetes Prevention Programme: Mixed Methods Study. Journal of Medical Internet Research 2023;25:e47436 View
  4. Hawkes R, Miles L, Ainsworth B, Ross J, Meacock R, French D. Engagement with a nationally-implemented digital behaviour change intervention: Usage patterns over the 9-month duration of the National Health Service Digital Diabetes Prevention Programme. Internet Interventions 2023;33:100647 View
  5. Bonn S, Hummel M, Peveri G, Eke H, Alexandrou C, Bellocco R, Löf M, Trolle Lagerros Y. Effectiveness of a Smartphone App to Promote Physical Activity Among Persons With Type 2 Diabetes: Randomized Controlled Trial. Interactive Journal of Medical Research 2024;13:e53054 View
  6. Peleg O, Hadar E, Boniel-Nissim M. A novel questionnaire for evaluating digital tool use (DTUQ-D) among individuals with type 2 diabetes: exploring the digital landscape. Frontiers in Public Health 2024;12 View
  7. Ramírez Gallegos I, Marina Arroyo M, López-González Á, Vicente-Herrero M, Vallejos D, Sastre-Alzamora T, Ramírez-Manent J. The Effect of a Program to Improve Adherence to the Mediterranean Diet on Cardiometabolic Parameters in 7034 Spanish Workers. Nutrients 2024;16(7):1082 View
  8. Lehmann M, Jones L, Schirmann F. App Engagement as a Predictor of Weight Loss in Blended-Care Interventions: Retrospective Observational Study Using Large-Scale Real-World Data. Journal of Medical Internet Research 2024;26:e45469 View
  9. Liu C, Lee W, Teo C, Zhang J, Chong M. Development and usability evaluation of a culturally adapted stroke prevention educational programme on WeChat apps. DIGITAL HEALTH 2024;10 View
  10. Li M, Liu S, Yu B, Li N, Lyu A, Yang H, He H, Zhang N, Ma J, Sun M, Du H, Gao R. Assessing the Effectiveness of Digital Health Behavior Strategies on Type 2 Diabetes Management: Systematic Review and Network Meta-Analysis. Journal of Medical Internet Research 2025;27:e63209 View
  11. Goyal S, Vanita V. The Rise of Type 2 Diabetes in Children and Adolescents: An Emerging Pandemic. Diabetes/Metabolism Research and Reviews 2025;41(1) View
  12. Sjoblom L, Stenbeck F, Trolle Lagerros Y, Hantikainen E, Bonn S. Engagement With a Smartphone-Delivered Dietary Education Intervention and Its Relation to Dietary Intake and Cardiometabolic Risk Markers in People With Type 2 Diabetes: Secondary Analysis of a Randomized Controlled Trial. JMIR Formative Research 2025;9:e71408 View
  13. Rekola H, Tolmunen T, Mattila E, Strömmer J, Lakka T, Länsimies H, Mäki-Opas T. User Archetypes of a Well-Being–Promoting Mobile App Among Adults: Cross-Sectional Study and Cluster Analysis of Usage Patterns. JMIR mHealth and uHealth 2025;13:e68982 View
  14. Suresh S, Bhardwaj S, Rodrigues H, Charly D, Shekha T, Jessy A, Anirudhan A, Menesgere A, Issac T. Smartphone-Based Digital Health Interventions: A Comprehensive Systematic Review of Efficacy for Cardiovascular and Cerebrovascular Outcomes. Journal of Medical Systems 2025;49(1) View
  15. Lim S, Thapa R, Boyle J. Type 2 diabetes prevention in women with a history of gestational diabetes: addressing inequities in lifestyle interventions for women from socially disadvantaged cultural backgrounds. Proceedings of the Nutrition Society 2025:1 View
  16. Ruotsalainen I, Valtanen M, Kärsämä R, Umer A, Liedes H, Parikka S, Lundqvist A, Aittola K, Koivunen S, Pihlajamäki J, Vuorinen A, Lindström J. Unraveling the Factors Associated With Digital Health Intervention Uptake: Cross-Sectional Study. JMIR mHealth and uHealth 2025;13:e63896 View

Books/Policy Documents

  1. Ruotsalainen I, Valtanen M, Kärsämä R, Umer A, Parikka S, Lundqvist A, Lindström J. Digital Health and Wireless Solutions. View