Social Media, News Consumption, and Polarization: Evidence from a Field Experiment

115 Pages Posted: 18 Aug 2020 Last revised: 30 Jan 2021

See all articles by Roee Levy

Roee Levy

Massachusetts Institute of Technology (MIT) - Department of Economics

Date Written: August 19, 2020

Abstract

Does the consumption of ideologically congruent news on social media exacerbate polarization? I estimate the effects of social media news exposure by conducting a large field experiment randomly offering participants subscriptions to conservative or liberal news outlets on Facebook. I collect data on the causal chain of media effects: subscriptions to outlets, exposure to news on Facebook, visits to online news sites, and sharing of posts, as well as changes in political opinions and attitudes. Four main findings emerge. First, random variation in exposure to news on social media substantially affects the slant of news sites individuals visit. Second, exposure to counter-attitudinal news decreases negative attitudes toward the opposing political party. Third, in contrast to the effect on attitudes, I find no evidence that the political leanings of news outlets affect political opinions. Fourth, Facebook's algorithm is less likely to supply individuals with posts from counter-attitudinal outlets, conditional on individuals subscribing to them. Together, the results suggest that social media algorithms may limit exposure to counter-attitudinal news and thus increase polarization.

Keywords: polarization, social media, filter bubble, field experiment

JEL Classification: D72, L82, L86, O33

Suggested Citation

Levy, Roee, Social Media, News Consumption, and Polarization: Evidence from a Field Experiment (August 19, 2020). Available at SSRN: https://ssrn.com/abstract=3653388 or http://dx.doi.org/10.2139/ssrn.3653388

Roee Levy (Contact Author)

Massachusetts Institute of Technology (MIT) - Department of Economics ( email )

50 Memorial Drive
E52-391
Cambridge, MA 02142
United States

Do you have a job opening that you would like to promote on SSRN?

Paper statistics

Downloads
1,390
Abstract Views
13,393
rank
16,276
PlumX Metrics