{"id":"https://openalex.org/W3163162981","doi":"https://doi.org/10.1093/jcmc/zmab002","title":"The Influence of Interdependence in Networked Publics Spheres: How Community-Level Interactions Affect the Evolution of Topics in Online Discourse","display_name":"The Influence of Interdependence in Networked Publics Spheres: How Community-Level Interactions Affect the Evolution of Topics in Online Discourse","publication_year":2021,"publication_date":"2021-02-10","ids":{"openalex":"https://openalex.org/W3163162981","doi":"https://doi.org/10.1093/jcmc/zmab002","mag":"3163162981"},"language":"en","primary_location":{"id":"doi:10.1093/jcmc/zmab002","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcmc/zmab002","pdf_url":"https://academic.oup.com/jcmc/article-pdf/26/3/148/39582841/zmab002.pdf","source":{"id":"https://openalex.org/S30594836","display_name":"Journal of Computer-Mediated Communication","issn_l":"1083-6101","issn":["1083-6101"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer-Mediated Communication","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://academic.oup.com/jcmc/article-pdf/26/3/148/39582841/zmab002.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054933332","display_name":"Aimei Yang","orcid":"https://orcid.org/0000-0003-3756-7812"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aimei Yang","raw_affiliation_strings":["Annenberg School for Communication & Journalism, University of Southern California, Los Angeles, CA 90089, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Annenberg School for Communication & Journalism, University of Southern California, Los Angeles, CA 90089, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015539095","display_name":"Ian Myoungsu Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Myoungsu Choi","raw_affiliation_strings":["Information Sciences Institute, Viterbi School of Engineering, University of Southern California, Marina Del Rey, CA 90292, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, Viterbi School of Engineering, University of Southern California, Marina Del Rey, CA 90292, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038897083","display_name":"Andr\u00e9s Abeliuk","orcid":"https://orcid.org/0000-0002-8158-4647"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Abeliuk","raw_affiliation_strings":["Department of Computer Science, University of Chile, Minneapolis, MN 55455, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Chile, Minneapolis, MN 55455, USA","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021471017","display_name":"Adam J. Saffer","orcid":"https://orcid.org/0000-0001-8032-4256"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Saffer","raw_affiliation_strings":["Hubbard School of Journalism and Mass Communication, University of Minnesota, Minneapolis, MN 55455, USA"],"raw_orcid":"https://orcid.org/0000-0001-8032-4256","affiliations":[{"raw_affiliation_string":"Hubbard School of Journalism and Mass Communication, University of Minnesota, Minneapolis, MN 55455, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054933332"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":3.0568,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90976495,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"26","issue":"3","first_page":"148","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/online-community","display_name":"Online community","score":0.6277631521224976},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5482245087623596},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.537200927734375},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.526829183101654},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.4918406009674072},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.482087641954422},{"id":"https://openalex.org/keywords/ideology","display_name":"Ideology","score":0.47063231468200684},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3825153112411499},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.36020833253860474},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26226720213890076},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.18207940459251404},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.16028153896331787}],"concepts":[{"id":"https://openalex.org/C2778165684","wikidata":"https://www.wikidata.org/wiki/Q6576792","display_name":"Online community","level":2,"score":0.6277631521224976},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5482245087623596},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.537200927734375},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.526829183101654},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4918406009674072},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.482087641954422},{"id":"https://openalex.org/C158071213","wikidata":"https://www.wikidata.org/wiki/Q7257","display_name":"Ideology","level":3,"score":0.47063231468200684},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3825153112411499},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.36020833253860474},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26226720213890076},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.18207940459251404},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.16028153896331787},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/jcmc/zmab002","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcmc/zmab002","pdf_url":"https://academic.oup.com/jcmc/article-pdf/26/3/148/39582841/zmab002.pdf","source":{"id":"https://openalex.org/S30594836","display_name":"Journal of Computer-Mediated Communication","issn_l":"1083-6101","issn":["1083-6101"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer-Mediated Communication","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.uchile.cl:2250/190035","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/190035","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Computer-Mediated Communication","raw_type":"Art\u00edculo de revista"}],"best_oa_location":{"id":"doi:10.1093/jcmc/zmab002","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcmc/zmab002","pdf_url":"https://academic.oup.com/jcmc/article-pdf/26/3/148/39582841/zmab002.pdf","source":{"id":"https://openalex.org/S30594836","display_name":"Journal of Computer-Mediated Communication","issn_l":"1083-6101","issn":["1083-6101"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer-Mediated Communication","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3163162981.pdf","grobid_xml":"https://content.openalex.org/works/W3163162981.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W75368837","https://openalex.org/W1494511146","https://openalex.org/W1506220734","https://openalex.org/W1528784858","https://openalex.org/W1542077694","https://openalex.org/W1823156104","https://openalex.org/W1908686216","https://openalex.org/W1973647208","https://openalex.org/W1987174532","https://openalex.org/W2032046666","https://openalex.org/W2034218047","https://openalex.org/W2122305905","https://openalex.org/W2163179583","https://openalex.org/W2208856312","https://openalex.org/W2317395974","https://openalex.org/W2434272969","https://openalex.org/W2549661938","https://openalex.org/W2799847632","https://openalex.org/W2889754724","https://openalex.org/W2921217882","https://openalex.org/W3122601328","https://openalex.org/W3143175199","https://openalex.org/W4243728602","https://openalex.org/W4375945044","https://openalex.org/W4394946507","https://openalex.org/W6603053137","https://openalex.org/W6864762631"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2905039801","https://openalex.org/W2350310322","https://openalex.org/W1999042206","https://openalex.org/W2380850694","https://openalex.org/W2368603761","https://openalex.org/W2389953791","https://openalex.org/W2390779591","https://openalex.org/W2374476787"],"abstract_inverted_index":{"Abstract":[0],"Investigations":[1],"of":[2,10,76,91,112,120,133,168,200,233],"networked":[3],"public":[4],"spheres":[5],"often":[6,187],"examine":[7,69,216],"the":[8,74,89,110,113,118,131,159,206,220,227,231,234,241,256,267],"structures":[9],"online":[11,59,194,209],"platforms":[12],"by":[13,192],"studying":[14,193],"users\u2019":[15,21],"interactions.":[16],"These":[17],"works":[18],"suggest":[19],"that":[20,32,87,97,106,174,248,262],"interactions":[22,53,72,207,229,250],"can":[23],"lead":[24],"to":[25,37,54,126,163],"cyberbalkanization":[26],"when":[27],"interlocutors":[28],"form":[29],"homophilous":[30],"communities":[31,46,57,195,210,217,273,287],"typically":[33],"have":[34,181,186,212],"few":[35],"connections":[36],"others":[38],"with":[39,176],"opposing":[40],"ideologies.":[41],"Yet,":[42],"rather":[43],"than":[44,64],"assuming":[45],"are":[47,61],"isolated,":[48],"this":[49,144],"study":[50,203],"examines":[51],"community-level":[52],"reveal":[55],"how":[56,70,226],"in":[58,79,158,219,266],"discourses":[60],"more":[62,285,289],"interdependent":[63],"previously":[65],"theorized.":[66],"Specifically,":[67],"we":[68,259],"such":[71],"influence":[73,134,230,276],"evolution":[75],"topics":[77],"overtime":[78],"source":[80,93,114,124],"and":[81,100,116,148,171],"target":[82,102,128],"communities.":[83,236],"Our":[84,202,237],"analysis":[85,239],"found":[86],"(a)":[88],"size":[90],"a":[92,101,123,127],"community":[94,96,103,105,125,129,136],"(the":[95,104],"initiates":[98],"interactions)":[99],"receives":[107],"interactions),":[108],"(b)":[109],"stability":[111],"community,":[115],"(c)":[117],"volume":[119],"mentions":[121],"from":[122],"predicts":[130],"level":[132],"one":[135,242],"has":[137,145],"on":[138,205,240,277],"another\u2019s":[139],"discussion":[140,269,280],"topics.":[141,281],"We":[142,215,224],"argue":[143],"significant":[146],"theoretical":[147],"practical":[149],"implications.":[150],"Lay":[151],"Summary":[152],"Political":[153],"discussions":[154,167],"online,":[155],"especially":[156],"those":[157],"United":[160],"States,":[161],"seem":[162],"range":[164],"between":[165,208],"harmonious":[166],"likeminded":[169],"people":[170],"heated":[172],"debates":[173],"end":[175],"few,":[177],"if":[178],"any,":[179],"who":[180,211],"changed":[182],"their":[183],"minds.":[184],"Researchers":[185],"examined":[188],"these":[189],"balkanized/polarized":[190],"situations":[191],"as":[196],"isolated":[197],"echo":[198,253],"chambers":[199],"opinion.":[201],"focuses":[204],"different":[213],"worldviews.":[214],"engaged":[218],"global":[221],"refugee":[222],"crisis.":[223],"consider":[225],"inter-community":[228,268],"agenda":[232],"respective":[235],"longitudinal":[238],"hand":[243],"confirms":[244],"previous":[245],"studies,":[246],"namely":[247],"intra-community":[249],"indeed":[251],"resemble":[252],"chambers.":[254],"On":[255],"other":[257,278],"hand,":[258],"also":[260],"find":[261],"there":[263],"is":[264],"interdependence":[265],"topics,":[270],"albeit":[271],"some":[272],"had":[274],"greater":[275],"communities\u2019":[279],"For":[282],"example,":[283],"larger,":[284],"stable":[286],"command":[288],"influence.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}