Evaluating the Relationship Between News Source Sharing and Political Beliefs

preprint OA: closed
Full text JSON View at publisher
Full text 14,788 characters · extracted from preprint-html · click to expand
Evaluating the Relationship Between News Source Sharing and Political Beliefs | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Article Evaluating the Relationship Between News Source Sharing and Political Beliefs Sofía M. del Pozo, Sebastián Pinto, Matteo Serafino, Tomás Cicchini, and 3 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-4492467/v1 This work is licensed under a CC BY 4.0 License Status: Published Journal Publication published 02 Jan, 2025 Read the published version in Scientific Reports → Version 1 posted 12 You are reading this latest preprint version Abstract 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. Physical sciences/Physics/Statistical physics thermodynamics and nonlinear dynamics/Complex networks Physical sciences/Mathematics and computing/Computational science news sharing social media correspondence analysis political leanings. Full Text Additional Declarations No competing interests reported. Cite Share Download PDF Status: Published Journal Publication published 02 Jan, 2025 Read the published version in Scientific Reports → Version 1 posted Editorial decision: Revision requested 18 Sep, 2024 Reviews received at journal 17 Sep, 2024 Reviewers agreed at journal 01 Sep, 2024 Reviewers agreed at journal 24 Jul, 2024 Reviews received at journal 12 Jul, 2024 Reviewers agreed at journal 28 Jun, 2024 Reviewers agreed at journal 03 Jun, 2024 Reviewers invited by journal 31 May, 2024 Editor assigned by journal 31 May, 2024 Editor invited by journal 30 May, 2024 Submission checks completed at journal 30 May, 2024 First submitted to journal 28 May, 2024 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-4492467","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Article","associatedPublications":[],"authors":[{"id":310942371,"identity":"b31fe0f1-b8d5-41af-9ed4-761ead1ceaef","order_by":0,"name":"Sofía M. del Pozo","email":"","orcid":"","institution":"Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Física. Buenos Aires, Argentina.","correspondingAuthor":false,"prefix":"","firstName":"Sofía","middleName":"M. del","lastName":"Pozo","suffix":""},{"id":310942374,"identity":"11ad93fa-d14c-4cf9-85fb-676617a78a6a","order_by":1,"name":"Sebastián Pinto","email":"","orcid":"","institution":"Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Física. Buenos Aires, Argentina.","correspondingAuthor":false,"prefix":"","firstName":"Sebastián","middleName":"","lastName":"Pinto","suffix":""},{"id":310942375,"identity":"6dad8afe-0c78-4ec6-8f02-7970a311955a","order_by":2,"name":"Matteo Serafino","email":"","orcid":"","institution":"Levich Institute and Physics Department, City College of New York, 10031 New York, USA.","correspondingAuthor":false,"prefix":"","firstName":"Matteo","middleName":"","lastName":"Serafino","suffix":""},{"id":310942377,"identity":"f18b4117-a75a-4ae3-93ca-747cc9a4a13b","order_by":3,"name":"Tomás Cicchini","email":"","orcid":"","institution":"Instituto del Cálculo (IC), UBA-CONICET, Buenos Aires, Argentina.","correspondingAuthor":false,"prefix":"","firstName":"Tomás","middleName":"","lastName":"Cicchini","suffix":""},{"id":310942378,"identity":"40066326-4f52-4666-8a78-75236234f317","order_by":4,"name":"Federico Moss","email":"","orcid":"","institution":"Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Física. Buenos Aires, Argentina.","correspondingAuthor":false,"prefix":"","firstName":"Federico","middleName":"","lastName":"Moss","suffix":""},{"id":310942379,"identity":"afc82f7a-40bb-433e-a8a9-fbc81e0ba0d4","order_by":5,"name":"Hernán A. Makse","email":"","orcid":"","institution":"Levich Institute and Physics Department, City College of New York, 10031 New York, USA.","correspondingAuthor":false,"prefix":"","firstName":"Hernán","middleName":"A.","lastName":"Makse","suffix":""},{"id":310942381,"identity":"4dc4d335-6c05-4556-a6d5-5b38f6d9ae1c","order_by":6,"name":"Pablo Balenzuela","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAu0lEQVRIiWNgGAWjYBACAwbmBgaGCmZ+BgYeorUwArWcYZZsIE0LYxspWszZDzY+LpxnLcEgkXvwA0PNPcJaLHsSm41nbksHaslLlmA4VkyEww4ktknzbjtcxyCRYyDBwJZAhJbzD9t/8845DLQlx/gHwz9itNxIbGPmbQBrMZNgbCNCi+WMh83SPMfSJdh43qVZJPYRocWcP/ngZ54aawl+9tzDNz58I0ILHLCBCFI0jIJRMApGwSjAAwA+9jNGalaU7gAAAABJRU5ErkJggg==","orcid":"","institution":"Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Física. Buenos Aires, Argentina.","correspondingAuthor":true,"prefix":"","firstName":"Pablo","middleName":"","lastName":"Balenzuela","suffix":""}],"badges":[],"createdAt":"2024-05-28 17:23:28","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-4492467/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-4492467/v1","draftVersion":[],"editorialEvents":[{"content":"https://doi.org/10.1038/s41598-024-84110-y","type":"published","date":"2025-01-02T15:57:34+00:00"}],"editorialNote":"","failedWorkflow":false,"files":[{"id":73093325,"identity":"d915c2c8-4e49-4097-a581-70c13d2917cf","added_by":"auto","created_at":"2025-01-06 16:13:45","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1257784,"visible":true,"origin":"","legend":"","description":"","filename":"vdrkqjzchpxypymyfqvrknsmrznwftmt.pdf","url":"https://assets-eu.researchsquare.com/files/rs-4492467/v1_covered_70b046cf-852b-4bae-82fc-b6dc2957a861.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Evaluating the Relationship Between News Source Sharing and Political Beliefs","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"scientific-reports","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"scirep","sideBox":"Learn more about [Scientific Reports](http://www.nature.com/srep/)","snPcode":"","submissionUrl":"","title":"Scientific Reports","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Scientific Reports","inReviewEnabled":true,"inReviewRevisionsEnabled":true},"keywords":"news sharing, social media, correspondence analysis, political leanings.","lastPublishedDoi":"10.21203/rs.3.rs-4492467/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-4492467/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"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.","manuscriptTitle":"Evaluating the Relationship Between News Source Sharing and Political Beliefs","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2024-06-12 04:48:27","doi":"10.21203/rs.3.rs-4492467/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"decision","content":"Revision requested","date":"2024-09-18T05:45:47+00:00","index":"","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2024-09-17T21:12:16+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"173735226543510448768439567669391601736","date":"2024-09-01T18:53:07+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"233361016406374265198031268655055287366","date":"2024-07-24T05:39:47+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2024-07-12T15:30:14+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"209629391051377043211291317714917132069","date":"2024-06-28T10:45:31+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"330971207952465789856998557757403968552","date":"2024-06-03T10:58:51+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2024-05-31T13:53:20+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2024-05-31T13:01:14+00:00","index":"","fulltext":""},{"type":"editorInvited","content":"","date":"2024-05-30T15:24:06+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2024-05-30T10:15:08+00:00","index":"","fulltext":""},{"type":"submitted","content":"Scientific Reports","date":"2024-05-28T17:22:20+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"scientific-reports","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"scirep","sideBox":"Learn more about [Scientific Reports](http://www.nature.com/srep/)","snPcode":"","submissionUrl":"","title":"Scientific Reports","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Scientific Reports","inReviewEnabled":true,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"79e2396d-211c-422d-84cd-4d55d047a6b1","owner":[],"postedDate":"June 12th, 2024","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"published-in-journal","subjectAreas":[{"id":32862216,"name":"Physical sciences/Physics/Statistical physics thermodynamics and nonlinear dynamics/Complex networks"},{"id":32862217,"name":"Physical sciences/Mathematics and computing/Computational science"}],"tags":[],"updatedAt":"2025-01-06T16:02:41+00:00","versionOfRecord":{"articleIdentity":"rs-4492467","link":"https://doi.org/10.1038/s41598-024-84110-y","journal":{"identity":"scientific-reports","isVorOnly":false,"title":"Scientific Reports"},"publishedOn":"2025-01-02 15:57:34","publishedOnDateReadable":"January 2nd, 2025"},"versionCreatedAt":"2024-06-12 04:48:27","video":"","vorDoi":"10.1038/s41598-024-84110-y","vorDoiUrl":"https://doi.org/10.1038/s41598-024-84110-y","workflowStages":[]},"version":"v1","identity":"rs-4492467","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-4492467","identity":"rs-4492467","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2024) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00