Predicting Problematic Phone Use: Contextual and Physiological Indicators for Early Detection

About

Led by Professors Pattie Maes (MIT) and Falk Uebernickel (HPI), the team investigates real-time detection of problematic social media use (PSMU) through physiological and contextual signals. In order to address the growing psychological and behavioral consequences of compulsive digital engagement especially with short-form content, the project critiques the shortcomings of conventional interventions. Conventional interventions such as timers and screen time limits—which often overlook emotional state, user intention, and situational context.

This research aims to develop adaptive, real-time systems that move beyond static usage caps. By incorporating physiological data and contextual awareness, the project seeks to enable personalized and responsive interventions that support healthier, more sustainable relationships with technology.