Evaluating the Relationship Between News Source Sharing and Political Beliefs
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arXiv
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| Main Authors: | , , , , , , |
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| Format: | Preprint |
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2023
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| _version_ | 1866914971969912832 |
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| author | del Pozo, Sofía M Pinto, Sebastián Serafino, Matteo Moss, Federico Cicchini, Tomás Makse, Hernán A Balenzuela, Pablo |
| author_facet | del Pozo, Sofía M Pinto, Sebastián Serafino, Matteo Moss, Federico Cicchini, Tomás Makse, Hernán A Balenzuela, Pablo |
| contents | In an era marked by an abundance of news sources, access to information significantly influences public opinion. Notably, the bias of news sources often serves as an indicator of individuals' political leanings. This study explores this hypothesis by examining the news sharing behavior of politically active social media users, whose political ideologies were identified in a previous study. Using correspondence analysis, we estimate the Media Sharing Index (MSI), a measure that captures bias in media outlets and user preferences within a hidden space. During Argentina's 2019 election on Twitter, we observed a predictable pattern: center-right individuals predominantly shared media from center-right biased outlets. However, it is noteworthy that those with center-left inclinations displayed a more diverse media consumption, which is a significant finding. Despite a noticeable polarization based on political affiliation observed in a retweet network analysis, center-left users showed more diverse media sharing preferences, particularly concerning the MSI. Although these findings are specific to Argentina, the developed methodology can be applied in other countries to assess the correlation between users' political leanings and the media they share. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2311_10837 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Evaluating the Relationship Between News Source Sharing and Political Beliefs del Pozo, Sofía M Pinto, Sebastián Serafino, Matteo Moss, Federico Cicchini, Tomás Makse, Hernán A Balenzuela, Pablo Social and Information Networks Physics and Society In an era marked by an abundance of news sources, access to information significantly influences public opinion. Notably, the bias of news sources often serves as an indicator of individuals' political leanings. This study explores this hypothesis by examining the news sharing behavior of politically active social media users, whose political ideologies were identified in a previous study. Using correspondence analysis, we estimate the Media Sharing Index (MSI), a measure that captures bias in media outlets and user preferences within a hidden space. During Argentina's 2019 election on Twitter, we observed a predictable pattern: center-right individuals predominantly shared media from center-right biased outlets. However, it is noteworthy that those with center-left inclinations displayed a more diverse media consumption, which is a significant finding. Despite a noticeable polarization based on political affiliation observed in a retweet network analysis, center-left users showed more diverse media sharing preferences, particularly concerning the MSI. Although these findings are specific to Argentina, the developed methodology can be applied in other countries to assess the correlation between users' political leanings and the media they share. |
| title | Evaluating the Relationship Between News Source Sharing and Political Beliefs |
| topic | Social and Information Networks Physics and Society |
| url | https://arxiv.org/abs/2311.10837 |