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Welcome to the NIH mHealth Training Institute module on behavior assessment with mobile sensors. Santosh Kumar from the University of Memphis discusses the guiding principles of developing behavioral assessment from mobile sensors. The goal is to create methods that are zero burden on participants to ensure large scale adoption and long term assessment in natural environments. Continuous assessment is also important to capture changes in targeted behaviors over time.