{"id":"https://openalex.org/W7166536103","doi":"https://doi.org/10.1145/3805689.3812207","title":"Exposure to news and political content on TikTok: A Case Study Around the 2024 US Election","display_name":"Exposure to news and political content on TikTok: A Case Study Around the 2024 US Election","publication_year":2026,"publication_date":"2026-06-25","ids":{"openalex":"https://openalex.org/W7166536103","doi":"https://doi.org/10.1145/3805689.3812207"},"language":null,"primary_location":{"id":"doi:10.1145/3805689.3812207","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812207","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3805689.3812207","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118595950","display_name":"Chang Ge","orcid":"https://orcid.org/0009-0007-8115-7438"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chang Ge","raw_affiliation_strings":["School of Information, University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":"https://orcid.org/0009-0007-8115-7438","affiliations":[{"raw_affiliation_string":"School of Information, University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125139247","display_name":"Nilay Gautam","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nilay Gautam","raw_affiliation_strings":["School of Information, University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":"https://orcid.org/0009-0000-4152-9291","affiliations":[{"raw_affiliation_string":"School of Information, University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139569725","display_name":"Shreyas Vajjhala","orcid":"https://orcid.org/0009-0009-7801-705X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shreyas Vajjhala","raw_affiliation_strings":["School of Information, University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":"https://orcid.org/0009-0009-7801-705X","affiliations":[{"raw_affiliation_string":"School of Information, University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139592769","display_name":"Christina Ng","orcid":"https://orcid.org/0009-0007-2538-7482"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christina Ng","raw_affiliation_strings":["School of Information, University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":"https://orcid.org/0009-0007-2538-7482","affiliations":[{"raw_affiliation_string":"School of Information, University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056947173","display_name":"Ariel Hasell","orcid":"https://orcid.org/0000-0002-1166-4318"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ariel Hasell","raw_affiliation_strings":["University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0002-1166-4318","affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046305810","display_name":"Sabina Tomkins","orcid":"https://orcid.org/0000-0002-2632-8173"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabina Tomkins","raw_affiliation_strings":["School of Information, University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0002-2632-8173","affiliations":[{"raw_affiliation_string":"School of Information, University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93576883,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.628600001335144,"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":0.628600001335144,"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":0.21389999985694885,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.012600000016391277,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.6237000226974487},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.4205000102519989},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.373199999332428},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.30880001187324524},{"id":"https://openalex.org/keywords/news-media","display_name":"News media","score":0.2646999955177307}],"concepts":[{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.6237000226974487},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5733000040054321},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.4205000102519989},{"id":"https://openalex.org/C138921699","wikidata":"https://www.wikidata.org/wiki/Q47555","display_name":"Political economy","level":1,"score":0.3741999864578247},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.373199999332428},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.32839998602867126},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.3215000033378601},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.31779998540878296},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C3116431","wikidata":"https://www.wikidata.org/wiki/Q31728","display_name":"Public administration","level":1,"score":0.28380000591278076},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27399998903274536},{"id":"https://openalex.org/C529147693","wikidata":"https://www.wikidata.org/wiki/Q1193236","display_name":"News media","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C90508534","wikidata":"https://www.wikidata.org/wiki/Q1660049","display_name":"Political communication","level":3,"score":0.2563000023365021}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3805689.3812207","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812207","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3805689.3812207","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812207","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1567810886","https://openalex.org/W1998298224","https://openalex.org/W2606421077","https://openalex.org/W2626714086","https://openalex.org/W2745338679","https://openalex.org/W2796536780","https://openalex.org/W2966100557","https://openalex.org/W2969884768","https://openalex.org/W3024737366","https://openalex.org/W3033678240","https://openalex.org/W3046911739","https://openalex.org/W3096450928","https://openalex.org/W3147518465","https://openalex.org/W3149746057","https://openalex.org/W3154538081","https://openalex.org/W3157826390","https://openalex.org/W3159435787","https://openalex.org/W3173463346","https://openalex.org/W3176799022","https://openalex.org/W3197815293","https://openalex.org/W3207061606","https://openalex.org/W3207549372","https://openalex.org/W4211082549","https://openalex.org/W4224316062","https://openalex.org/W4304098849","https://openalex.org/W4307005348","https://openalex.org/W4308433048","https://openalex.org/W4385822293","https://openalex.org/W4391570123","https://openalex.org/W4394962897","https://openalex.org/W4396844152","https://openalex.org/W4399205198","https://openalex.org/W4399205452","https://openalex.org/W4399205720","https://openalex.org/W4399364677","https://openalex.org/W4402580738","https://openalex.org/W4404148247","https://openalex.org/W4404940754","https://openalex.org/W4411542040","https://openalex.org/W4411550424"],"related_works":[],"abstract_inverted_index":{"TikTok":[0,93],"is":[1],"a":[2,8,69],"major":[3],"social":[4,183],"media":[5,184],"platform":[6],"with":[7,78,108],"distinctive":[9],"centralized":[10],"recommendation":[11,45],"system":[12],"used":[13],"by":[14,64,153,157],"56%":[15],"of":[16,21,72,162],"adults":[17],"under":[18],"34":[19],"years":[20],"age":[22],"in":[23,52,175],"the":[24,37,73,103],"U.S.":[25,39],"In":[26],"this":[27],"study,":[28],"we":[29,67],"deploy":[30],"approximately":[31],"200":[32],"sock":[33],"puppet":[34],"accounts":[35,77,104],"during":[36],"2024":[38],"election":[40],"to":[41,49,75,83,100],"examine":[42],"how":[43],"TikTok's":[44],"algorithm":[46],"might":[47],"respond":[48],"users'":[50],"interests":[51,80],"news":[53,84,96,109,119,158,163],"and":[54,86,110],"political":[55,88,98,111,133,137,150,180],"content.":[56,89],"Drawing":[57],"on":[58,124,139,165],"over":[59],"217,064":[60],"unique":[61],"videos":[62,120,138],"viewed":[63],"these":[65],"accounts,":[66],"provide":[68],"data-driven":[70],"analysis":[71],"extent":[74],"which":[76],"different":[79],"are":[81,113,128,145],"exposed":[82],"media,":[85],"election-related":[87,149],"We":[90,141],"find":[91,142],"that":[92,105,143],"rarely":[94],"shows":[95],"or":[97],"content":[99,112,134,151,164],"accounts.":[101],"Even":[102],"only":[106],"engage":[107],"recommended":[114,129,146],"less":[115],"than":[116,156],"0.30":[117],"total":[118,136],"per":[121],"browsing":[122],"session":[123],"average,":[125],"though":[126],"they":[127],"slightly":[130],"more":[131,148],"non-news":[132],"(1.60":[135],"average).":[140],"users":[144,155,169],"far":[147],"posted":[152],"everyday":[154],"organizations.":[159],"The":[160],"lack":[161],"TikTok,":[166],"especially":[167],"for":[168,179],"who":[170],"have":[171],"demonstrated":[172],"an":[173],"interest":[174],"news,":[176],"has":[177],"implications":[178],"knowledge":[181],"amongst":[182],"users.":[185]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-30T00:00:00"}
