{"id":"https://openalex.org/W3120911945","doi":"https://doi.org/10.1108/imds-06-2020-0323","title":"Exploring the dependence structure among Chinese firms in the 5G industry","display_name":"Exploring the dependence structure among Chinese firms in the 5G industry","publication_year":2021,"publication_date":"2021-01-05","ids":{"openalex":"https://openalex.org/W3120911945","doi":"https://doi.org/10.1108/imds-06-2020-0323","mag":"3120911945"},"language":"en","primary_location":{"id":"doi:10.1108/imds-06-2020-0323","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-06-2020-0323","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"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":"Industrial Management &amp; Data Systems","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/A5053373306","display_name":"Liukai Wang","orcid":"https://orcid.org/0000-0002-5347-3894"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liukai Wang","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608691","display_name":"Fu Jia","orcid":"https://orcid.org/0000-0002-9830-121X"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fu Jia","raw_affiliation_strings":["School of Economics and Management, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-9830-121X","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103044213","display_name":"Lujie Chen","orcid":"https://orcid.org/0000-0002-9153-9348"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lujie Chen","raw_affiliation_strings":["IBSS, Xi'an Jiaotong-Liverpool University, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBSS, Xi'an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061230141","display_name":"Qifa Xu","orcid":"https://orcid.org/0000-0001-7476-4511"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifa Xu","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049636041","display_name":"Lin Xiao","orcid":"https://orcid.org/0000-0002-4929-1027"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiao Lin","raw_affiliation_strings":["School of Management, University of York, York, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, University of York, York, UK","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.618,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.93917024,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"121","issue":"2","first_page":"409","last_page":"435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.7040230631828308},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.6719317436218262},{"id":"https://openalex.org/keywords/midstream","display_name":"Midstream","score":0.6557145714759827},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5345135927200317},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5235045552253723},{"id":"https://openalex.org/keywords/snapshot","display_name":"Snapshot (computer storage)","score":0.452604204416275},{"id":"https://openalex.org/keywords/downstream","display_name":"Downstream (manufacturing)","score":0.4258390963077545},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.28458282351493835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1654183268547058}],"concepts":[{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.7040230631828308},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6719317436218262},{"id":"https://openalex.org/C2776941364","wikidata":"https://www.wikidata.org/wiki/Q9751533","display_name":"Midstream","level":3,"score":0.6557145714759827},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5345135927200317},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5235045552253723},{"id":"https://openalex.org/C55282118","wikidata":"https://www.wikidata.org/wiki/Q252683","display_name":"Snapshot (computer storage)","level":2,"score":0.452604204416275},{"id":"https://openalex.org/C2776207758","wikidata":"https://www.wikidata.org/wiki/Q5303302","display_name":"Downstream (manufacturing)","level":2,"score":0.4258390963077545},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.28458282351493835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1654183268547058},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2987168347","wikidata":"https://www.wikidata.org/wiki/Q22656","display_name":"Crude oil","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/imds-06-2020-0323","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-06-2020-0323","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"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":"Industrial Management &amp; Data Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1845988173","https://openalex.org/W1916232851","https://openalex.org/W1953820728","https://openalex.org/W1987512878","https://openalex.org/W1993440542","https://openalex.org/W2000303290","https://openalex.org/W2002858693","https://openalex.org/W2030223245","https://openalex.org/W2084720733","https://openalex.org/W2094688862","https://openalex.org/W2119851834","https://openalex.org/W2138144286","https://openalex.org/W2273699176","https://openalex.org/W2560048060","https://openalex.org/W2587570125","https://openalex.org/W2602490923","https://openalex.org/W2750691257","https://openalex.org/W2788446505","https://openalex.org/W2790284307","https://openalex.org/W2792381815","https://openalex.org/W2793630469","https://openalex.org/W2802608535","https://openalex.org/W2816505892","https://openalex.org/W2883208514","https://openalex.org/W2885251002","https://openalex.org/W2886642141","https://openalex.org/W2887715350","https://openalex.org/W2898328045","https://openalex.org/W2898821777","https://openalex.org/W2909736466","https://openalex.org/W2943881365","https://openalex.org/W2947767399","https://openalex.org/W2963172762","https://openalex.org/W2966030858","https://openalex.org/W2972606600","https://openalex.org/W2973449430","https://openalex.org/W2974941781","https://openalex.org/W2987295552","https://openalex.org/W3019597125","https://openalex.org/W3020982786","https://openalex.org/W3033777909","https://openalex.org/W3034606981","https://openalex.org/W3048534468","https://openalex.org/W3124194226","https://openalex.org/W3124201776","https://openalex.org/W3124636951","https://openalex.org/W3125538694","https://openalex.org/W3198943640","https://openalex.org/W4231501241","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2610011880","https://openalex.org/W4387436100","https://openalex.org/W2521693053","https://openalex.org/W3159073914","https://openalex.org/W2960630182","https://openalex.org/W2411792586","https://openalex.org/W4324297112","https://openalex.org/W4390872152","https://openalex.org/W2256725983","https://openalex.org/W2649298300"],"abstract_inverted_index":{"Purpose":[0],"This":[1,30,272],"study":[2,31,273],"aims":[3],"to":[4,21,47,68,82,227,242,253,275,291],"explore":[5],"the":[6,13,36,43,49,55,61,70,75,79,84,91,110,114,128,145,165,213,221,254,258,265,277,293],"dependence":[7,71,85,129,294],"structure":[8,77,295],"among":[9,224,296],"Chinese":[10,44,297],"firms":[11,41,133,138,153,161,171,176,196,208,226,236,298],"across":[12,113],"emerging":[14],"5G":[15,45,116,300,308],"industry":[16,46,117,202,215,309],"at":[17,96,118,172],"different":[18,97,119,132,173,225],"stages":[19],"and":[20,35,58,106,136,181,232,263,280,315],"provide":[22,103],"some":[23,304],"strategic":[24,305],"insights":[25,306],"for":[26,87,194,246,307],"market":[27,230],"participants.":[28],"Design/methodology/approach":[29],"adopt":[32],"macroeconomic":[33],"fundamentals":[34],"log-returns":[37],"of":[38,78,109,131],"45":[39],"listed":[40],"in":[42,90,144,164,212,257,299],"construct":[48,69],"weighted":[50],"adjacency":[51],"matrix":[52],"by":[53,284],"measuring":[54],"correlation":[56],"parameters":[57],"then":[59],"use":[60],"triangulated":[62],"maximally":[63],"filtered":[64],"graph":[65],"(TMFG)":[66],"algorithm":[67],"network.":[72],"It":[73],"analyses":[74],"topological":[76],"constructed":[80],"networks":[81],"obtain":[83,228],"characteristics":[86,130],"each":[88],"firm":[89],"whole":[92,115,146,201,214,259],"industrial":[93,111,147,260],"supply":[94,148,261],"chain":[95,203,262],"levels.":[98],"Findings":[99],"The":[100],"empirical":[101],"results":[102],"a":[104,124,151,286],"comprehensive":[105],"concise":[107],"snapshot":[108],"structure,":[112],"levels,":[120,174],"rather":[121],"than":[122],"just":[123],"\u201cone-to-one\u201d":[125],"pattern.":[126],"Specifically,":[127],"are":[134,139,155,162],"heterogeneous,":[135],"most":[137,197],"highly":[140],"connected":[141,160,199,269],"with":[142,170,200,209,237,267],"partners":[143],"chain,":[149],"whereas":[150],"few":[152],"that":[154],"weakly":[156],"connected.":[157],"Those":[158],"closely":[159,268],"usually":[163,177],"midstream.":[166],"In":[167],"addition,":[168],"compared":[169],"downstream":[175],"have":[178],"closer":[179],"dependencies":[180],"stronger":[182],"influence":[183],"capabilities.":[184],"Practical":[185],"implications":[186],"Regulators":[187],"not":[188],"only":[189],"should":[190,218,250],"promote":[191],"stability":[192],"development":[193],"those":[195,207],"intensely":[198],"but":[204],"also":[205],"protect":[206],"weak":[210],"link":[211],"chain.":[216],"Investors":[217],"better":[219],"understand":[220],"embedded":[222],"ties":[223],"effective":[229],"information":[231,278],"can":[233],"select":[234],"multiple":[235],"fewer":[238],"connections":[239],"as":[240,312],"backup":[241],"conduct":[243],"joint":[244],"investment":[245],"risk":[247],"mitigation.":[248],"Mangers":[249],"give":[251],"priority":[252],"central":[255],"players/firms":[256],"establish":[264],"alliances":[266],"firms.":[270],"Originality/value":[271],"contributes":[274],"both":[276],"system":[279],"operation":[281],"management":[282],"literature":[283],"constructing":[285],"new":[287],"network":[288],"method,":[289],"Copula-TMFG,":[290],"capture":[292],"industry,":[301],"empirically":[302],"providing":[303],"stakeholders,":[310],"such":[311],"regulators,":[313],"investors":[314],"managers.":[316]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
