five

Replication Data for: The Rise of and Demand for Identity-Oriented Media Coverage

收藏
NIAID Data Ecosystem2026-05-01 收录
下载链接:
https://doi.org/10.7910/DVN/MK5PXM
下载链接
链接失效反馈
官方服务:
资源简介:
While some assert that social identities have become more salient in American media coverage, existing evidence is largely anecdotal. An increased emphasis on social identities has important political implications, including for polarization and representation. We first document the rising salience of different social identities using NLP tools to analyze all tweets from 19 media outlets (2008-2021) alongside 553,078 URLs shared on Facebook. We then examine one potential mechanism: outlets may highlight meaningful social identities - race/ethnicity, gender, religion, or partisanship - to attract readers through various social and psychological pathways. We find that identity cues are associated with increases in some forms of engagement on social media. To probe causality, we analyze 3,828 randomized headline experiments conducted via Upworthy. Headlines mentioning racial/ethnic identities generated more engagement than headlines that did not, with suggestive evidence for other identities. Identity-oriented media coverage is growing and rooted partly in audience demand.
创建时间:
2024-01-11
5,000+
优质数据集
54 个
任务类型
进入经典数据集
二维码
社区交流群

面向社区/商业的数据集话题

二维码
科研交流群

面向高校/科研机构的开源数据集话题

数据驱动未来

携手共赢发展

商业合作