Political Economy of Media
Paper Session
Saturday, Jan. 4, 2025 2:30 PM - 4:30 PM (PST)
- Chair: Ruixue Jia, University of California-San Diego
Online Echo Chambers: Evidence from Article-Level Slant
Abstract
There is widespread concern that the online news ecosystem produces highly polarized content and that extreme content gets further amplified through social media distribution channels. Methodological limitations in estimating content-based slant at the article level have made evaluating these claims difficult. We use data on one million news articles published online by U.S. news outlets in 2019, in combination with recent advances in natural language processing, to obtain a fine-grained measure of content-based article-level slant. We report four main findings. First, the majority (65%) of the variance in slant across articles arises within outlets, rather than across outlets, and thus, is not taken into account by standard measures of slant. Second, most news produced is centrist, but the tails of the slant distribution are thick. Third, extreme content is much more likely to get shared widely on Facebook. Fourth, consistent with concerns over echo chambers, left- and right-leaning users get exposed to and consume highly congenial news articles on Facebook, often from the same outlet.The Profitability of Diversity in the Media
Abstract
Diversity in media content has important political and societal implications. Using a novel dataset of all commercial radio stations across the U.S., I study radio stations serving Black audiences and their profitability during the post-war Jim Crow era. There was less content available for Black audiences compared to White audiences, while stations offering more programming for Black audiences were significantly more profitable. Similar patterns are not observed for stations with foreign-language programming. One plausible explanation is firm-owner discrimination, where some firms "left money on the table" by not offering Black-oriented programming, allowing stations that did to achieve higher profits.JEL Classifications
- P0 - General
- L0 - General