Evaluating PEARL - a Personalized Exercise Assistant using Reinforcement Learning (Walkmate Study)

Hulya Emir-Farinas
Martin Seneviratne
Amy Lee
Jim Taylor
Sriram Lakshminarasimhan
Emily Rosenzweig
OSF Registries (2024)

Abstract

Study protocol for PEARL Study: To evaluate the impact of two personalized nudging strategies delivered as pop-up notifications via the Fitbit app on user step count. Specifically, to personalize the following parameters of the pop-up notification system: message content, and timing (hr of the day)