References
for the 2019 RSA Satellite Workshop:
A
Optimizing Just-In-Time Adaptive Interventions for Mobile Health
Slides
1) Introduction
2) What is a Just-In-Time Adaptive Intervention (JITAI)?
3) Case Study: JITAI aiming to capitalize on states of opportunity
4) What is a Micro-randomized trial (MRT) design?
Other
resources for MRTs
Schematics of a selection of in progress or finished MRTs hosted by The PennState Methodology Center
Useful Webinars on JITAIs and MRTs by Susan Murphy
Slides for Some of Susan’s seminars on JITAIs and MRTs
Pedja Klasnja will give a Mind the Gap Webinar on Optimizing the Design of Mobile Health Interventions using Micro-Randomized Trials
R code for a MRT sample size calculator
Open Science Registration for the Substance Abuse Research Assistant mobile app (SARA)
Other resources
Linda Collins’ Optimization of Prevention-Interventions Webinar in the NIH Methods: Mind the Gap series
Eric Heckler’s Using Control Systems Engineering To Optimize Adaptive Mobile Health Interventions in the NIH Methods: Mind the Gap series
Mobile Data 2 Knowledge Resources:
·
Lectures
· Webinars
UCLA/MD2K mHealth
Training Institute
Technical papers
Assessing Time-Varying Causal Effect Moderation in Mobile Health
Just-in-Time but Not Too Much: Determining Treatment Timing in Mobile Health
Sample Size Calculations for Micro-Randomized Trials in mHealth