{"id":"https://openalex.org/W4411406671","doi":"https://doi.org/10.1109/access.2025.3581040","title":"Timing Matters: Analyzing Government Intervention Intensity and Effectiveness in Controlling Rumor Spread","display_name":"Timing Matters: Analyzing Government Intervention Intensity and Effectiveness in Controlling Rumor Spread","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411406671","doi":"https://doi.org/10.1109/access.2025.3581040"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3581040","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3581040","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3581040","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066651688","display_name":"Yuxun Zhou","orcid":"https://orcid.org/0000-0002-3524-2670"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxun Zhou","raw_affiliation_strings":["China Center for Health Development Studies, Peking University Health Science Center, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3524-2670","affiliations":[{"raw_affiliation_string":"China Center for Health Development Studies, Peking University Health Science Center, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070693647","display_name":"Mohammad Mafizur Rahman","orcid":"https://orcid.org/0000-0002-7950-1961"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammad Mafizur Rahman","raw_affiliation_strings":["School of Business, University of Southern Queensland, Toowoomba, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, University of Southern Queensland, Toowoomba, QLD, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ren Long","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ren Long","raw_affiliation_strings":["China Center for Health Development Studies, Peking University Health Science Center, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Center for Health Development Studies, Peking University Health Science Center, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100776311","display_name":"Xiaoyun Liu","orcid":"https://orcid.org/0000-0002-5483-0742"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyun Liu","raw_affiliation_strings":["China Center for Health Development Studies, Peking University Health Science Center, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5483-0742","affiliations":[{"raw_affiliation_string":"China Center for Health Development Studies, Peking University Health Science Center, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17564406,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"109418","last_page":"109434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"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":0.9984999895095825,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9868999719619751,"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/T13718","display_name":"Media Influence and Politics","score":0.9822999835014343,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rumor","display_name":"Rumor","score":0.8511143922805786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6086047291755676},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5314646363258362},{"id":"https://openalex.org/keywords/economic-interventionism","display_name":"Economic interventionism","score":0.5031918883323669},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3876926004886627},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3440598249435425},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09479257464408875}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.8511143922805786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6086047291755676},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5314646363258362},{"id":"https://openalex.org/C172886114","wikidata":"https://www.wikidata.org/wiki/Q597339","display_name":"Economic interventionism","level":3,"score":0.5031918883323669},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3876926004886627},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3440598249435425},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09479257464408875},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3581040","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3581040","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e0e48214ca044172926e0ccfc03934ec","is_oa":true,"landing_page_url":"https://doaj.org/article/e0e48214ca044172926e0ccfc03934ec","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 109418-109434 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3581040","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3581040","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1980975001","https://openalex.org/W2081338251","https://openalex.org/W2140620390","https://openalex.org/W2584797258","https://openalex.org/W2887031337","https://openalex.org/W2940429797","https://openalex.org/W2951907455","https://openalex.org/W3014579271","https://openalex.org/W3118101754","https://openalex.org/W3123776482","https://openalex.org/W3125611225","https://openalex.org/W3152849904","https://openalex.org/W4206592257","https://openalex.org/W4210780154","https://openalex.org/W4220844191","https://openalex.org/W4220934720","https://openalex.org/W4226055292","https://openalex.org/W4284881812","https://openalex.org/W4288725455","https://openalex.org/W4288902579","https://openalex.org/W4293473678","https://openalex.org/W4362654054","https://openalex.org/W4382024360","https://openalex.org/W4388048121","https://openalex.org/W4389618856","https://openalex.org/W4392615564","https://openalex.org/W4394580206","https://openalex.org/W4399861208","https://openalex.org/W4403902238","https://openalex.org/W4408003065","https://openalex.org/W6732771245"],"related_works":["https://openalex.org/W2372853429","https://openalex.org/W2793319716","https://openalex.org/W3110636174","https://openalex.org/W4210503589","https://openalex.org/W2908713064","https://openalex.org/W2810386322","https://openalex.org/W2351473176","https://openalex.org/W4388798508","https://openalex.org/W2369271691","https://openalex.org/W2389256540"],"abstract_inverted_index":{"This":[0,24,162],"study":[1,25,163],"aims":[2],"to":[3,37,125,159],"research":[4],"how":[5,201],"government":[6,42,179],"intervention":[7,43,46,81,99,112,180,188],"intensity":[8,44,69,113,117,131,148],"and":[9,32,45,70,76,132,149,153,193,213],"effectiveness":[10,47,133,150],"can":[11,208],"control":[12],"rumor":[13,49,122,139,155,173,204],"spread":[14,50,75,156],"under":[15,51],"the":[16,20,39,74,86,121,154,171,185,198],"condition":[17],"of":[18,22,41,67,78,98,187,200],"distinguishing":[19,190],"timing":[21,97,202],"intervention.":[23],"establishes":[26],"two":[27,56,165],"extended":[28],"Susceptible-Exposed-Infected-Removed":[29],"(SEIR)":[30],"models":[31],"then":[33],"uses":[34],"numerical":[35],"analysis":[36],"simulate":[38],"impact":[40,77],"on":[48,104],"different":[52],"situations.":[53],"There":[54],"are":[55,109,134,143,151],"main":[57],"findings":[58],"in":[59,65],"this":[60],"research:":[61],"1.":[62,168],"Government":[63],"intervention,":[64],"terms":[66],"both":[68,130,147],"effectiveness,":[71],"significantly":[72],"reduces":[73],"rumors.":[79],"Higher":[80],"levels":[82],"not":[83],"only":[84],"diminish":[85],"rumor\u2019s":[87],"reach":[88],"but":[89,120],"also":[90],"slow":[91],"down":[92],"its":[93],"spread.":[94],"2.":[95,182],"The":[96],"strategies":[100,210],"should":[101],"vary":[102],"based":[103],"specific":[105],"conditions:":[106],"Pre-exposure":[107],"interventions":[108,142],"recommended":[110],"when":[111,116,129,146],"is":[114,118,123,157],"low,":[115],"high":[119,135],"expected":[124,158],"last":[126,160],"long,":[127],"or":[128],"with":[136],"a":[137,178],"short":[138],"duration.":[140],"Post-exposure":[141],"more":[144],"effective":[145],"high,":[152],"long.":[161],"has":[164],"theoretical":[166],"innovations:":[167],"It":[169,183],"extends":[170],"traditional":[172],"propagation":[174],"model":[175],"by":[176],"adding":[177],"component.":[181],"introduces":[184],"concept":[186],"timing,":[189],"between":[191],"pre-exposure":[192],"post-exposure":[194],"phases,":[195],"thus":[196],"enhancing":[197],"understanding":[199],"affects":[203],"control.":[205],"These":[206],"insights":[207],"inform":[209],"for":[211],"monitoring":[212],"managing":[214],"public":[215],"opinion":[216],"across":[217],"various":[218],"fields.":[219]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
