Accessibility settings

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

mHealth for Wellness, Behavior Change and Prevention (4311) Web-based and Mobile Health Interventions (5931) Mobile Health (mhealth) (5275) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (2434) Equity and Digital Divide (527) Use and User Demographics of mHealth (513) Prevention and Health Promotion (2303)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/63896, first published .
Fitness essentials: dumbbells, lemon, water bottle, phone, and alarm clock

Unraveling the Factors Associated With Digital Health Intervention Uptake: Cross-Sectional Study

Unraveling the Factors Associated With Digital Health Intervention Uptake: Cross-Sectional Study

Authors of this article:

Ilona Ruotsalainen1 Author Orcid Image ;   Mikko Valtanen2, 3 Author Orcid Image ;   Riikka Kärsämä2 Author Orcid Image ;   Adil Umer4 Author Orcid Image ;   Hilkka Liedes4 Author Orcid Image ;   Suvi Parikka2 Author Orcid Image ;   Annamari Lundqvist2 Author Orcid Image ;   Kirsikka Aittola5 Author Orcid Image ;   Suvi Koivunen5 Author Orcid Image ;   Jussi Pihlajamäki5, 6 Author Orcid Image ;   Anna-Leena Vuorinen7 Author Orcid Image ;   Jaana Lindström2, 5 Author Orcid Image
Article Authors Cited by (5) Tweetations Metrics

Journals

  1. Villalón López F, Escaffi-Schwarz M. An Internet-Based Mindfulness- and Compassion-Based Intercare Program for Reducing Parental Burnout: Randomized Controlled Trial. Journal of Medical Internet Research 2026;28:e87416 View
  2. Springer F, Nicolay N, Mehnert-Theuerkauf A. Künstliche Intelligenz im Alltag von Patient:innen. Forum 2026;41(4):272 View
  3. Johnson E, Hyde A, Corrick S, Isley S, Wright G, Ezekowitz J, Zheng Y, Lee-Baggley D, Spiers J, Spence J, McNeely M, Thompson S, Ismond K, Tymchuk S, Tandon P, Tsai A. Effect of a digital intervention on mental health symptoms in adults with chronic conditions: A three-arm randomized controlled trial. PLOS Medicine 2026;23(8):e1005198 View
  4. Kaddouri M, Chaji S, Ait El Alia O, Asbai Z, Ait Melloul A, Oubouali M, Ajbli N, El Fadeli S, Shahat A, Herqash R, Basilua J, Boutoial K. Dietary behaviors, nutrition-monitoring technology use, and their socio-demographic determinants among Moroccan adults: a cross-sectional study. Frontiers in Nutrition 2026;13 View
  5. Rantala E, Valtanen M, Umer A, Parikka S, Pihlajamäki J, Ruotsalainen I, Lindström J. The Usage Effects, Effect Modifiers, and Experiences of a Web-Based App for Healthy Habit Formation in Adults: Exploratory Analysis of a Quasi-Experimental Real-World Intervention. JMIR mHealth and uHealth 2026;14:e84076 View