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Evaluation of the Aspects of Digital Interventions That Successfully Support Weight Loss: Systematic Review With Component Network Meta-Analysis

Evaluation of the Aspects of Digital Interventions That Successfully Support Weight Loss: Systematic Review With Component Network Meta-Analysis

We considered effectiveness on weight loss outcomes using random effects component NMA in a frequentist paradigm, which was implemented using the package netmeta in R [24]. We used the component codes (R codes can be found in Multimedia Appendix 2) developed through ICA in an additive model and estimated meta-analyses based on the quality and sufficiency of evidence, focusing on 6-month and 12-month outcomes.

Michael Nunns, Samantha Febrey, Rebecca Abbott, Jill Buckland, Rebecca Whear, Liz Shaw, Alison Bethel, Kate Boddy, Jo Thompson Coon, G.J. Melendez-Torres

J Med Internet Res 2025;27:e65443