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Just-in-Time Adaptive Interventions for Behavior Change in Physiological Health Outcomes and the Use Case for Knee Osteoarthritis: Systematic Review

Just-in-Time Adaptive Interventions for Behavior Change in Physiological Health Outcomes and the Use Case for Knee Osteoarthritis: Systematic Review

For better individualization, it is crucial to include the opinions and experiences of those affected. This can help to positively influence the user engagement, which has an impact on the effectiveness of a JITAI, as highlighted by previous research [105-107]. The framework by Choi et al [103] addresses this issue and could be used for a higher user-friendliness and thus a higher engagement in the design of JITAIs.

Janis Fiedler, Matteo Reiner Bergmann, Stefan Sell, Alexander Woll, Bernd J Stetter

J Med Internet Res 2024;26:e54119

mHealth Interventions to Reduce Physical Inactivity and Sedentary Behavior in Children and Adolescents: Systematic Review and Meta-analysis of Randomized Controlled Trials

mHealth Interventions to Reduce Physical Inactivity and Sedentary Behavior in Children and Adolescents: Systematic Review and Meta-analysis of Randomized Controlled Trials

To identify interventions with high and low levels of individualization, we quantified the individualized elements and defined low level of individualization as the number of individualized items below the IQR of the evaluated interventions and high level of individualization as the number of individualized items within or above the IQR of the evaluated interventions. The risk of bias (ROB) in individual studies was evaluated independently by 2 reviewers (HB and KW) using the 5-dimensional ROB 2 tool [47].

Hannes Baumann, Janis Fiedler, Kathrin Wunsch, Alexander Woll, Bettina Wollesen

JMIR Mhealth Uhealth 2022;10(5):e35920