ArticleProceedings of the National Academy of Sciences of the United States of America2026
Quantifying racial disparities in media representations of gun violence at scale.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
1 citing paper in PubMed.
- Quantifying racial disparities in media representations of gun violence at scale.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Previous research has documented racial disparities in gun violence news coverage in limited and small-scale contexts. This study curates and analyzes a large-scale dataset of news articles linked to specific incidents of gun violence to test for systematic race-related differences in representation across the US news media. Using computational techniques, we quantify how much media attention an incident gets, the topics and linguistic style of articles, and how participants in the incidents are framed. We find significant generalized disparities in media coverage and portrayal of incidents depending on whether they occur in neighborhoods that are majority white or majority people of color (POC), including increased media attention on police shootings if they occur in majority POC neighborhoods, greater focus on the people involved in incidents in majority white neighborhoods, and increased racialization and framing related to crime in majority POC neighborhoods.
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Registered trials
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