{"id":"https://openalex.org/W3177068032","doi":"https://doi.org/10.1155/2021/7647718","title":"Understanding the Complexity of Business Information Dissemination in Social Media: A Meta\u2010Analysis of Empirical Evidence from China","display_name":"Understanding the Complexity of Business Information Dissemination in Social Media: A Meta\u2010Analysis of Empirical Evidence from China","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3177068032","doi":"https://doi.org/10.1155/2021/7647718","mag":"3177068032"},"language":"en","primary_location":{"id":"doi:10.1155/2021/7647718","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/7647718","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/7647718.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/7647718.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036806765","display_name":"Jiawen Yan","orcid":"https://orcid.org/0000-0003-1847-2025"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Yan","raw_affiliation_strings":["School of Management, Shandong University, Jinan 250100, China","School of Management, Shandong University, Jinan 250100"],"raw_orcid":"https://orcid.org/0000-0003-1847-2025","affiliations":[{"raw_affiliation_string":"School of Management, Shandong University, Jinan 250100, China","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Management, Shandong University, Jinan 250100","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031428292","display_name":"Yuantao You","orcid":"https://orcid.org/0000-0001-6967-4589"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuantao You","raw_affiliation_strings":["School of Management, Shandong University, Jinan 250100, China","School of Management, Shandong University, Jinan 250100"],"raw_orcid":"https://orcid.org/0000-0001-6967-4589","affiliations":[{"raw_affiliation_string":"School of Management, Shandong University, Jinan 250100, China","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Management, Shandong University, Jinan 250100","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679644","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0002-2410-853X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["School of Management, Shandong University, Jinan 250100, China","School of Management, Shandong University, Jinan 250100"],"raw_orcid":"https://orcid.org/0000-0002-2410-853X","affiliations":[{"raw_affiliation_string":"School of Management, Shandong University, Jinan 250100, China","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Management, Shandong University, Jinan 250100","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028583121","display_name":"Dongfang Sheng","orcid":"https://orcid.org/0000-0003-1720-4993"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongfang Sheng","raw_affiliation_strings":["School of Management, Shandong University, Jinan 250100, China","School of Management, Shandong University, Jinan 250100"],"raw_orcid":"https://orcid.org/0000-0003-1720-4993","affiliations":[{"raw_affiliation_string":"School of Management, Shandong University, Jinan 250100, China","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Management, Shandong University, Jinan 250100","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028583121"],"corresponding_institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4210097214"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":2.6674,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91355145,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9994999766349792,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9994999766349792,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9911999702453613,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9822999835014343,"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/china","display_name":"China","score":0.7789852619171143},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7154276967048645},{"id":"https://openalex.org/keywords/meta-analysis","display_name":"Meta-analysis","score":0.606990396976471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5488598346710205},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.5137370824813843},{"id":"https://openalex.org/keywords/information-dissemination","display_name":"Information Dissemination","score":0.44991230964660645},{"id":"https://openalex.org/keywords/dissemination","display_name":"Dissemination","score":0.4341506063938141},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40519267320632935},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35272306203842163},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.19183000922203064},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10977816581726074},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10034605860710144}],"concepts":[{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.7789852619171143},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7154276967048645},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.606990396976471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5488598346710205},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.5137370824813843},{"id":"https://openalex.org/C2779494480","wikidata":"https://www.wikidata.org/wiki/Q188728","display_name":"Information Dissemination","level":2,"score":0.44991230964660645},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.4341506063938141},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40519267320632935},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35272306203842163},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.19183000922203064},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10977816581726074},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10034605860710144},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/7647718","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/7647718","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/7647718.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:7647718","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/7647718.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:23354457b2d14ad4bc56af6ed0b724da","is_oa":true,"landing_page_url":"https://doaj.org/article/23354457b2d14ad4bc56af6ed0b724da","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":"Complexity, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/7647718","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/7647718","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/7647718.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G2674952245","display_name":null,"funder_award_id":"71904106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4478370879","display_name":null,"funder_award_id":"19YJC870019","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G8603391890","display_name":null,"funder_award_id":"2018M632688","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320336925","display_name":"Shandong Provincial Postdoctoral Science Foundation","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3177068032.pdf","grobid_xml":"https://content.openalex.org/works/W3177068032.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1505596080","https://openalex.org/W1539896512","https://openalex.org/W1986520000","https://openalex.org/W1986537319","https://openalex.org/W1995875735","https://openalex.org/W2000200507","https://openalex.org/W2014614982","https://openalex.org/W2020305927","https://openalex.org/W2046709439","https://openalex.org/W2084399600","https://openalex.org/W2115210343","https://openalex.org/W2134746982","https://openalex.org/W2152847636","https://openalex.org/W2154990482","https://openalex.org/W2156022826","https://openalex.org/W2351953167","https://openalex.org/W2892987078","https://openalex.org/W4245294309","https://openalex.org/W4248245259"],"related_works":["https://openalex.org/W2975929853","https://openalex.org/W2024182006","https://openalex.org/W2978405156","https://openalex.org/W2071278998","https://openalex.org/W2549276803","https://openalex.org/W2182932831","https://openalex.org/W2110363646","https://openalex.org/W3046560628","https://openalex.org/W2385154714","https://openalex.org/W3158600365"],"abstract_inverted_index":{"With":[0],"the":[1,6,9,12,19,34,48,73,78,91,100,103,112,131,146,174,192,200,218,221],"development":[2,35],"of":[3,8,21,28,36,51,72,80,94,102,115,123,133,150,158,162,166,179,194,202,220,240],"social":[4,23],"networks,":[5],"complexity":[7,20],"factors":[10,27,50,75,93,114,149,223],"affecting":[11],"users\u2019":[13,116,187],"information":[14,62,117,124,128,159,163,167,180,188,241],"dissemination":[15,54,79,98,193],"is":[16,55],"increasing":[17],"and":[18,25,31,44,61,105,130,169,177,236],"online":[22,37],"networks":[24],"influencing":[26,49,92,113,148,222],"individual":[29],"behaviors":[30],"attitudes":[32],"make":[33],"public":[38,52,96,134,151,195,206],"opinion":[39,53,97,135,152],"present":[40],"a":[41,106,205,209,232],"dynamic,":[42],"complex,":[43],"multifactor":[45],"evolution.":[46],"Analyzing":[47],"conducive":[56],"to":[57,216,226],"optimize":[58],"company":[59],"management":[60],"diffusion":[63],"management.":[64],"However,":[65],"there":[66],"has":[67],"been":[68],"no":[69],"comprehensive":[70],"analysis":[71],"complex":[74],"that":[76,145],"influence":[77],"information;":[81],"this":[82],"study":[83],"focused":[84],"on":[85,90,138,186],"synthesizing":[86],"20":[87],"empirical":[88],"studies":[89],"China":[95],"from":[99,120],"perspective":[101],"user,":[104],"meta\u2010analysis":[107],"was":[108,204],"conducted.":[109],"We":[110],"establish":[111],"adoption":[118,189],"model":[119],"three":[121],"aspects":[122],"source":[125],"reliability,":[126,156],"perceived":[127],"quality,":[129],"heat":[132],"events":[136],"based":[137],"elaboration":[139],"likelihood":[140],"model.":[141],"The":[142,212],"results":[143,213],"indicated":[144],"main":[147],"communication":[153],"are":[154,214],"authority,":[155],"quality":[157,161,165,178],"form,":[160],"editing,":[164],"utility,":[168],"event":[170,203],"attendance":[171],"preference.":[172],"Among":[173],"factors,":[175],"authority":[176],"editing":[181],"have":[182],"more":[183],"significant":[184],"impacts":[185],"behavior":[190],"in":[191],"opinion.":[196],"In":[197],"addition,":[198],"whether":[199],"type":[201],"emergency":[207],"had":[208],"moderating":[210],"effect.":[211],"helpful":[215],"explore":[217],"universality":[219],"so":[224],"as":[225],"help":[227],"related":[228],"regulators":[229],"better":[230],"build":[231],"multiangle":[233],"supervision":[234],"mechanism":[235],"conduct":[237],"early":[238],"warning":[239],"diffusion.":[242]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
