{"id":"https://openalex.org/W7160279160","doi":"https://doi.org/10.48550/arxiv.2605.01180","title":"Ideological discrepancy between publishers and news content is linked with audience engagement and consensus on Facebook","display_name":"Ideological discrepancy between publishers and news content is linked with audience engagement and consensus on Facebook","publication_year":2026,"publication_date":"2026-05-02","ids":{"openalex":"https://openalex.org/W7160279160","doi":"https://doi.org/10.48550/arxiv.2605.01180"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.01180","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.01180","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.01180","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135418949","display_name":"Thiago Magrin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Magrin, Thiago","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135346199","display_name":"Jordan Kobellarz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kobellarz, Jordan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129698528","display_name":"Pedro O. S. Vaz-de-Melo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vaz-de-Melo, Pedro O. S.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135285222","display_name":"Thiago Lima Silva","orcid":"https://orcid.org/0000-0001-6951-9212"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silva, Thiago H.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.49729999899864197,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.49729999899864197,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11488","display_name":"Climate Change Communication and Perception","score":0.17970000207424164,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.11420000344514847,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ideology","display_name":"Ideology","score":0.923799991607666},{"id":"https://openalex.org/keywords/presidential-election","display_name":"Presidential election","score":0.6510999798774719},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.61080002784729},{"id":"https://openalex.org/keywords/presidential-system","display_name":"Presidential system","score":0.5917999744415283},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.5598999857902527},{"id":"https://openalex.org/keywords/polarization","display_name":"Polarization (electrochemistry)","score":0.513700008392334},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.4449999928474426}],"concepts":[{"id":"https://openalex.org/C158071213","wikidata":"https://www.wikidata.org/wiki/Q7257","display_name":"Ideology","level":3,"score":0.923799991607666},{"id":"https://openalex.org/C2776129789","wikidata":"https://www.wikidata.org/wiki/Q858439","display_name":"Presidential election","level":3,"score":0.6510999798774719},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.61080002784729},{"id":"https://openalex.org/C197487636","wikidata":"https://www.wikidata.org/wiki/Q49892","display_name":"Presidential system","level":3,"score":0.5917999744415283},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.5598999857902527},{"id":"https://openalex.org/C205049153","wikidata":"https://www.wikidata.org/wiki/Q2698605","display_name":"Polarization (electrochemistry)","level":2,"score":0.513700008392334},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4462999999523163},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.4449999928474426},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.40779998898506165},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.37770000100135803},{"id":"https://openalex.org/C3020234875","wikidata":"https://www.wikidata.org/wiki/Q1260632","display_name":"Media content","level":2,"score":0.3709000051021576},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.36579999327659607},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.33180001378059387},{"id":"https://openalex.org/C2910908958","wikidata":"https://www.wikidata.org/wiki/Q211198","display_name":"Audience participation","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C529147693","wikidata":"https://www.wikidata.org/wiki/Q1193236","display_name":"News media","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C538316197","wikidata":"https://www.wikidata.org/wiki/Q11118951","display_name":"Media bias","level":3,"score":0.2955000102519989},{"id":"https://openalex.org/C2781168091","wikidata":"https://www.wikidata.org/wiki/Q1059883","display_name":"Audience response","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2768000066280365},{"id":"https://openalex.org/C177324205","wikidata":"https://www.wikidata.org/wiki/Q2540376","display_name":"Voting behavior","level":4,"score":0.2653000056743622},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.26350000500679016}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.01180","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.01180","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.01180","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.01180","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.4158533811569214,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Political":[0],"news":[1,32,47],"on":[2,24],"social":[3],"media":[4],"rarely":[5],"circulates":[6],"in":[7,70,85,101,156,178],"isolation:":[8],"audiences":[9],"actively":[10],"engage,":[11],"react,":[12],"and":[13,30,63,72,124,169,176],"clash.":[14],"Whether":[15],"these":[16,161],"interactions":[17],"reflect":[18],"agreement":[19,155],"or":[20],"conflict":[21],"may":[22,151],"depend":[23],"the":[25,31,128],"ideological":[26,59,79,98,125,158,165],"discrepancy":[27,60,80,126],"between":[28,61],"publishers":[29,62],"content":[33,73],"they":[34],"share.":[35],"This":[36],"study":[37],"investigates":[38],"this":[39],"relationship":[40],"using":[41],"Facebook":[42],"posts":[43],"linking":[44],"to":[45],"political":[46,180],"during":[48],"a":[49,88],"Brazilian":[50],"presidential":[51],"election.":[52],"We":[53],"analyze":[54],"five":[55],"dimensions":[56],"of":[57,95],"engagement:":[58],"content,":[64],"emotional":[65,121,167],"responses,":[66],"audience":[67,145],"consensus,":[68,146],"toxicity":[69,110,140],"posts,":[71],"topics.":[74],"Our":[75],"results":[76],"show":[77],"that":[78,120,148],"is":[81,141],"associated":[82,132,142,173],"with":[83,133,143,153,174],"differences":[84],"engagement,":[86],"exhibiting":[87],"nonlinear":[89],"pattern:":[90],"consensus":[91,175],"declines":[92],"under":[93,105,113],"conditions":[94],"very":[96,106],"high":[97,107],"mismatch":[99],"and,":[100],"our":[102],"data,":[103],"also":[104],"alignment,":[108],"while":[109],"increases":[111],"primarily":[112],"extreme":[114],"mismatch.":[115],"A":[116],"statistical":[117],"model":[118],"indicates":[119],"valence,":[122],"toxicity,":[123],"are":[127,172],"factors":[129],"most":[130],"strongly":[131,157],"consensus.":[134],"Among":[135],"highly":[136],"partisan":[137],"publishers,":[138],"higher":[139],"increased":[144],"suggesting":[147],"hostile":[149],"discourse":[150],"co-occur":[152],"in-group":[154],"contexts.":[159],"Overall,":[160],"findings":[162],"highlight":[163],"how":[164],"discrepancy,":[166],"reactions,":[168],"interaction":[170],"dynamics":[171],"polarization":[177],"online":[179],"engagement.":[181]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-06T00:00:00"}