Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69065, first published .
Lifestyle eHealth and mHealth Interventions for Children and Adolescents: Systematic Umbrella Review and Meta–Meta-Analysis

Lifestyle eHealth and mHealth Interventions for Children and Adolescents: Systematic Umbrella Review and Meta–Meta-Analysis

Lifestyle eHealth and mHealth Interventions for Children and Adolescents: Systematic Umbrella Review and Meta–Meta-Analysis

Ben Singh   1 , PhD ;   Mavra Ahmed   2 , PhD ;   Amanda E Staiano   3 , PhD ;   Maria F Vasiloglou   4 , PhD ;   Claire Gough   5 , PhD ;   Jasmine M Petersen   1 , PhD ;   Zenong Yin   6 , PhD ;   Corneel Vandelanotte   7 , PhD ;   Chelsea Kracht   8 , PhD ;   Janis Fiedler   9 , PhD ;   Irina Timm   9 , MSc ;   Joan Dallinga   10 , PhD ;   Bridve Sivakumar   11 , BHSc ;   Hannes Baumann   12 , PhD ;   Christopher Huong   6 , MS ;   Kathrin Wunsch   9, 13 , PhD ;   Mónica Suárez-Reyes   3, 14 , PhD ;   Stephanie Schoeppe   7 , PhD ;   Alyssa M Button   15 , PhD ;   Katherine Spring   3 , PhD ;   Carol Maher   1 , PhD

1 Alliance for Research in Exercise Nutrition and Activity (ARENA), University of South Australia, Adelaide, Australia

2 Department of Nutritional Sciences and Joannah and Brian Lawson Centre for Child Nutrition, University of Toronto, Toronto, ON, Canada

3 Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, United States

4 Nestlé Institute of Health Science, Nestlé Research, Lausanne, Switzerland

5 College of Nursing and Health Sciences, Flinders University, Adelaide, Australia

6 Department of Public Health, University of Texas at San Antonio, San Antonio, TX, United States

7 Physical Activity Research Group, Appleton Institute, Central Queensland University, Rockhampton, Australia

8 University of Kansas Medical Centre, Kansas City, KS, United States

9 Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany

10 Centre of Expertise Health Innovation, The Hague University of Applied Sciences, The Hague, The Netherlands

11 Faculty of Health Science, Ontario Tech University, Ontario, ON, Canada

12 Institute for Movement Therapy and Movement-oriented Prevention and Rehabilitation, German Sports University Cologne, Cologne, Germany

13 Fresenius University of Applied Sciences, Heidelberg, Germany

14 Escuela de Ciencias de la Actividad Física, el Deporte y la Salud, Universidad de Santiago de Chile, Santiago, Chile

15 Virginia Commonwealth University, Richmond, VA, United States

Corresponding Author:

  • Ben Singh, PhD
  • Alliance for Research in Exercise Nutrition and Activity (ARENA)
  • University of South Australia
  • City East Campus
  • Adelaide 5000
  • Australia
  • Phone: 61 1300 301 703
  • Fax: 61 1300 301 703
  • Email: ben.singh@unisa.edu.au