ArticleBMC public health2026
Gun violence in intimate partner violence: insights from social media.
Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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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.
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Authors and funding
4 authors.
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Abstract
backgroundThis study analyzed publicly available Reddit data to characterize gun violence in intimate partner violence (IPV) via quantitative content analysis.
methodsWe examined 105 Reddit posts detailing firsthand and vicarious accounts of firearm-related IPV authored by self-identified survivors (94%) and bystanders (6%), including non-fatal shooting. We extracted data on forms and tactics of IPV, survivors’ needs, firearm-related behaviors, and consequences of these experiences.
resultsWe found that Reddit posts contained rich information about firearm use against intimate partners, most often describing non-fatal incidents. Victims whose partners used firearms to threaten or intimidate them were more likely to report experiencing the threat of physical and sexual violence, physical injury, and ongoing safety concerns.
conclusionsSocial media data collected in real-time, anonymously, and unobtrusively can better inform the circumstances around gun violence in IPV and help develop prevention strategies.
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