Guide to Academic Use of Web Tracking Data

This guide provides an in-depth examination of web tracking as a method for analyzing digital media use and online behavior in social science research. It is aimed at researchers, students, and practitioners interested in understanding how web tracking data differs from other digital research methods. The guide introduces the conceptual foundations of web tracking, discusses its methodological advantages, and highlights key technical, ethical, and legal challenges associated with its implementation. It outlines practical steps for conducting web tracking research, including software development, participant recruitment, and data processing. The guide also addresses the challenges of ensuring compliance with legal and ethical standards while capturing detailed behavioral data. By comparing web tracking to traditional self-reported surveys and platform-centered data collection, the guide emphasizes the unique insights that web tracking can provide into individual-level behaviors and trends in digital engagement. Examples from existing research illustrate the diverse applications of web tracking across various social science disciplines.