Web analytics and the functional differentiation of journalism cultures: individual, organizational and platform-specific influences on newswork

TLDR

Web analytics have become a key tool for real‑time audience measurement, yet their influence on journalism culture remains poorly understood. This study examines how individual, organizational, and platform‑specific factors shape journalists’ use of analytics and argues that analytics are reshaping journalistic roles, values, norms, and practices across newsrooms. The findings show that analytics drive functional differentiation—particularly day‑ and platform‑parting—whose implications are significant for scholars studying digital news production, distribution, and content.

Abstract

A key development in journalism over the past decade has been the rise of web analytics for real-time measurement of how audiences respond to news content. While this has led to concerns that analytics may contribute to a dumbing down of news, our understanding of the impact analytics have on journalism culture is still limited. This study explores individual, organizational and platform-specific influences on ways in which journalists and newsrooms access, use, interpret and apply analytics in their daily work. It argues that, increasingly, analytics are beginning to shape and reshape journalistic roles, values, norms and practices across different types of newsrooms. These developments are contributing to processes of functional differentiation in the journalistic field, which is found particularly in emerging practices of day- and platform-parting. The study argues that this differentiation has important consequences for scholars wanting to study news production, distribution and content in the digital age.