{"id":"https://openalex.org/W4388809010","doi":"https://doi.org/10.1108/k-04-2023-0583","title":"Netizens' concerns during COVID-19: a topic evolution analysis of Chinese social media platforms","display_name":"Netizens' concerns during COVID-19: a topic evolution analysis of Chinese social media platforms","publication_year":2023,"publication_date":"2023-11-19","ids":{"openalex":"https://openalex.org/W4388809010","doi":"https://doi.org/10.1108/k-04-2023-0583"},"language":"en","primary_location":{"id":"doi:10.1108/k-04-2023-0583","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-04-2023-0583","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053348021","display_name":"Zhaohua Deng","orcid":"https://orcid.org/0000-0002-7744-7818"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohua Deng","raw_affiliation_strings":["School of Management, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089674677","display_name":"Rongyang Ma","orcid":"https://orcid.org/0000-0001-9286-6167"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongyang Ma","raw_affiliation_strings":["Shenzhen International Graduate School, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065000898","display_name":"Manli Wu","orcid":"https://orcid.org/0000-0003-0078-7416"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manli Wu","raw_affiliation_strings":["School of Journalism and Information Communication, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-0078-7416","affiliations":[{"raw_affiliation_string":"School of Journalism and Information Communication, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020545746","display_name":"Richard Evans","orcid":"https://orcid.org/0000-0001-6367-0560"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Richard Evans","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4922,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75138422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"54","issue":"2","first_page":"1109","last_page":"1127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9993000030517578,"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":0.9993000030517578,"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":0.982699990272522,"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/T13718","display_name":"Media Influence and Politics","score":0.982200026512146,"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/pandemic","display_name":"Pandemic","score":0.7307727336883545},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7131021618843079},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6730443239212036},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6644021272659302},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.6558715105056763},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.6381790637969971},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.4987828731536865},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4768613278865814},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.451360285282135},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.44724008440971375},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.41135770082473755},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.4102702736854553},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.348964661359787},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.21787935495376587},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1552371084690094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1478041410446167},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.14151781797409058},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.1352241337299347},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11591106653213501},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.09942349791526794}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.7307727336883545},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7131021618843079},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6730443239212036},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6644021272659302},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.6558715105056763},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.6381790637969971},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4987828731536865},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4768613278865814},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.451360285282135},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.44724008440971375},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.41135770082473755},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.4102702736854553},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.348964661359787},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.21787935495376587},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1552371084690094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1478041410446167},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.14151781797409058},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.1352241337299347},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11591106653213501},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.09942349791526794},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-04-2023-0583","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-04-2023-0583","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1967239989","https://openalex.org/W1985855637","https://openalex.org/W1991472448","https://openalex.org/W2050096199","https://openalex.org/W2147880316","https://openalex.org/W2493521008","https://openalex.org/W2575881999","https://openalex.org/W2607626645","https://openalex.org/W2607992143","https://openalex.org/W2802789949","https://openalex.org/W2888274262","https://openalex.org/W2909858298","https://openalex.org/W2942963293","https://openalex.org/W2946046464","https://openalex.org/W2979036863","https://openalex.org/W3011526392","https://openalex.org/W3016373786","https://openalex.org/W3023638757","https://openalex.org/W3023854244","https://openalex.org/W3033580827","https://openalex.org/W3034697394","https://openalex.org/W3034841376","https://openalex.org/W3036626989","https://openalex.org/W3036937686","https://openalex.org/W3048764574","https://openalex.org/W3082307550","https://openalex.org/W3083911419","https://openalex.org/W3094221957","https://openalex.org/W3097012391","https://openalex.org/W3113534778","https://openalex.org/W3122704400","https://openalex.org/W3128811909","https://openalex.org/W3133311760","https://openalex.org/W3135171275","https://openalex.org/W3135208287","https://openalex.org/W3174525213","https://openalex.org/W3195653312","https://openalex.org/W4237791300","https://openalex.org/W4285232212","https://openalex.org/W4294600474","https://openalex.org/W4312160077","https://openalex.org/W4320856716","https://openalex.org/W4361266873","https://openalex.org/W4372218778"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2041415459","https://openalex.org/W2593155302","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W2368605798","https://openalex.org/W4200071106","https://openalex.org/W2093123876","https://openalex.org/W4388192780"],"abstract_inverted_index":{"Purpose":[0],"This":[1,174,219],"study":[2,175,220],"analyzes":[3],"the":[4,17,26,30,66,73,84,96,101,108,112,124,129,137,149,163,169,178,185,192,216,223,244],"evolution":[5,240],"of":[6,19,29,98,105,111,128,139,151,165,230,247],"topics":[7,147],"related":[8],"to":[9,58,136,167,177,190,200,204,222,236,242],"COVID-19":[10,94,99,121,248],"on":[11],"Chinese":[12,42,50],"social":[13],"media":[14],"platforms":[15],"with":[16,206],"aim":[18],"identifying":[20],"changes":[21],"in":[22,72,80,146,157,212,215,249],"netizens'":[23],"concerns":[24,78],"during":[25,65],"different":[27,81],"stages":[28],"pandemic.":[31,171],"Design/methodology/approach":[32],"In":[33],"total,":[34],"793,947":[35],"posts":[36],"were":[37,63],"collected":[38],"from":[39,54],"Zhihu,":[40],"a":[41,49,182,197,238],"Question":[43],"and":[44,47,68,71,86,100,103,114,123,126,162,187,194,208],"Answer":[45],"website,":[46],"Dingxiangyuan,":[48],"online":[51],"healthcare":[52],"community,":[53],"31":[55],"December,":[56],"2019,":[57],"4":[59],"August,":[60],"2021.":[61],"Topics":[62],"extracted":[64],"prodromal":[67,85],"outbreak":[69,87],"stages,":[70,88,143],"abatement\u2013resurgence":[74],"cycle.":[75],"Findings":[76],"Netizens'":[77],"varied":[79],"stages.":[82],"During":[83,107,141],"netizens":[89,117,154],"showed":[90],"greater":[91],"concern":[92],"about":[93,120,159],"news,":[95],"impact":[97,138,150],"prevention":[102,125],"control":[104,127],"COVID-19.":[106,140],"first":[109],"round":[110],"abatement":[113],"resurgence":[115,246],"stage,":[116],"remained":[118],"concerned":[119],"news":[122],"pandemic,":[130],"however,":[131],"less":[132],"attention":[133],"was":[134],"paid":[135],"later":[142],"popularity":[144],"grew":[145],"concerning":[148],"COVID-19,":[152],"while":[153],"engaged":[155],"more":[156],"discussions":[158],"international":[160],"events":[161],"raising":[164],"spirits":[166],"fight":[168],"global":[170],"Practical":[172],"implications":[173],"contributes":[176,221],"practice":[179],"by":[180,225],"providing":[181],"way":[183],"for":[184],"government":[186],"policy":[188],"makers":[189],"retrospect":[191],"pandemic":[193],"thereby":[195],"make":[196],"good":[198],"preparation":[199],"take":[201],"proper":[202],"measures":[203],"communicate":[205],"citizens":[207],"address":[209],"their":[210],"demands":[211],"similar":[213],"situations":[214],"future.":[217],"Originality/value":[218],"literature":[224],"applying":[226],"an":[227],"adapted":[228],"version":[229],"Fink's":[231],"(1986)":[232],"crisis":[233],"life":[234],"cycle":[235],"create":[237],"five-stage":[239],"model":[241],"understand":[243],"repeated":[245],"Mainland":[250],"China.":[251]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}