News Frames and Online Political Hostility: Evidence from the 2022 South Korean Presidential Election

This study examines the relationship between election news frames and online political hostility using approximately 200,000 news stories and 24 million comments from the 2022 South Korean presidential election. Applying computational text analysis and a deep learning model, we categorized news frames into strategy and issue frames and analyzed their associations with political hostility and incitement to hostility in comments. Results show that strategy frames are associated with higher rates of both, with candidate-centered coverage showing stronger associations than horse-race coverage. Implications of these results are discussed.

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Publication Details

Journal
Figshare
Published
2026-11-06
DOI
https://doi.org/10.6084/m9.figshare.34941801
Primary Topic
News Media Framing and Political Communication
Type
article
Field-Weighted Citation Impact
0.00
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article

News Frames and Online Political Hostility: Evidence from the 2022 South Korean Presidential Election

Hyo-sun Ryu, Jae Kook Lee
Figshare
News Media Framing and Political Communication
article

News Frames and Online Political Hostility: Evidence from the 2022 South Korean Presidential Election

Hyo-sun Ryu, Jae Kook Lee
article en

Abstract

This study examines the relationship between election news frames and online political hostility using approximately 200,000 news stories and 24 million comments from the 2022 South Korean presidential election. Applying computational text analysis and a deep learning model, we categorized news frames into strategy and issue frames and analyzed their associations with political hostility and incitement to hostility in comments. Results show that strategy frames are associated with higher rates of both, with candidate-centered coverage showing stronger associations than horse-race coverage. Implications of these results are discussed.

Figshare
Peace, justice, and strong institutions
Openalex Percentile: Top 9%
News Media Framing and Political Communication
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