This doctoral thesis explores the methodologies, reporting, and engagement strategies related to tracking participant interactions with web-based medical interventions in clinical trials. It addresses the need for standardized web usage data to accurately measure engagement and evaluate the effectiveness of digital health interventions. For more details, visit The University of Liverpool Repository. Web usage data in clinical trials