{"id":"https://openalex.org/W2558999961","doi":"https://doi.org/10.1080/09537325.2016.1260105","title":"How does knowledge network affect a firm\u2019s explorative innovation? The contingent role of R&D collaborations","display_name":"How does knowledge network affect a firm\u2019s explorative innovation? The contingent role of R&D collaborations","publication_year":2016,"publication_date":"2016-11-29","ids":{"openalex":"https://openalex.org/W2558999961","doi":"https://doi.org/10.1080/09537325.2016.1260105","mag":"2558999961"},"language":"en","primary_location":{"id":"doi:10.1080/09537325.2016.1260105","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2016.1260105","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology Analysis & Strategic Management","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/A5068761975","display_name":"Luyun Xu","orcid":"https://orcid.org/0000-0002-9889-7914"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luyun Xu","raw_affiliation_strings":["College of Business Administration, Hunan University, Hunan, People\u2019s Republic of China","College of Business Administration, Hunan University, Hunan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Business Administration, Hunan University, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Business Administration, Hunan University, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101872243","display_name":"Jian Li","orcid":"https://orcid.org/0000-0002-6256-1183"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian Li","raw_affiliation_strings":["College of Business Administration, Hunan University, Hunan, People\u2019s Republic of China","College of Business Administration, Hunan University, Hunan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Business Administration, Hunan University, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Business Administration, Hunan University, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013735675","display_name":"Deming Zeng","orcid":"https://orcid.org/0000-0002-5146-8821"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deming Zeng","raw_affiliation_strings":["College of Business Administration, Hunan University, Hunan, People\u2019s Republic of China","College of Business Administration, Hunan University, Hunan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Business Administration, Hunan University, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Business Administration, Hunan University, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101872243"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":1.2247,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.87598293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"29","issue":"9","first_page":"973","last_page":"987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13402","display_name":"Business Strategy and Innovation","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9624999761581421,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/centralisation","display_name":"Centralisation","score":0.9067150354385376},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.6765247583389282},{"id":"https://openalex.org/keywords/extant-taxon","display_name":"Extant taxon","score":0.6088318824768066},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5957431197166443},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5547623634338379},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5185378193855286},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.495950311422348},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.44250333309173584},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3499819338321686},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.27624088525772095},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.13423335552215576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.11711612343788147}],"concepts":[{"id":"https://openalex.org/C2778786385","wikidata":"https://www.wikidata.org/wiki/Q190632","display_name":"Centralisation","level":2,"score":0.9067150354385376},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.6765247583389282},{"id":"https://openalex.org/C178300618","wikidata":"https://www.wikidata.org/wiki/Q1898509","display_name":"Extant taxon","level":2,"score":0.6088318824768066},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5957431197166443},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5547623634338379},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5185378193855286},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.495950311422348},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.44250333309173584},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3499819338321686},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.27624088525772095},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13423335552215576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.11711612343788147},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09537325.2016.1260105","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2016.1260105","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology Analysis & Strategic Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G441278320","display_name":null,"funder_award_id":"71233002,71273085,71373074,71502056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1590350024","https://openalex.org/W1640285795","https://openalex.org/W1843033452","https://openalex.org/W1876509706","https://openalex.org/W1979461265","https://openalex.org/W1986065526","https://openalex.org/W1993023795","https://openalex.org/W2010857141","https://openalex.org/W2017640417","https://openalex.org/W2018339546","https://openalex.org/W2029152223","https://openalex.org/W2031628880","https://openalex.org/W2040793419","https://openalex.org/W2042628596","https://openalex.org/W2055655842","https://openalex.org/W2061901927","https://openalex.org/W2067018322","https://openalex.org/W2067744768","https://openalex.org/W2069607672","https://openalex.org/W2072903557","https://openalex.org/W2083127475","https://openalex.org/W2091877193","https://openalex.org/W2098298922","https://openalex.org/W2100390860","https://openalex.org/W2102027449","https://openalex.org/W2108183214","https://openalex.org/W2108795964","https://openalex.org/W2123191090","https://openalex.org/W2123709218","https://openalex.org/W2131307122","https://openalex.org/W2137358449","https://openalex.org/W2150183288","https://openalex.org/W2158489851","https://openalex.org/W2161504690","https://openalex.org/W2164284962","https://openalex.org/W2165429918","https://openalex.org/W2173797018","https://openalex.org/W2642534790","https://openalex.org/W2806678065","https://openalex.org/W3123694963","https://openalex.org/W3124961742","https://openalex.org/W3125555497","https://openalex.org/W3150219574","https://openalex.org/W4230348989","https://openalex.org/W4230659750","https://openalex.org/W4234482624","https://openalex.org/W4240559450","https://openalex.org/W4301066124"],"related_works":["https://openalex.org/W2186554966","https://openalex.org/W2566564444","https://openalex.org/W1980087173","https://openalex.org/W4313227616","https://openalex.org/W4313224425","https://openalex.org/W4313225485","https://openalex.org/W4313227793","https://openalex.org/W3089182174","https://openalex.org/W2042462722","https://openalex.org/W2793845994"],"abstract_inverted_index":{"Innovation":[0],"is":[1,34,142,150],"a":[2,26,40,61,92,104,115,120,130],"process":[3],"of":[4,25,39,56,74,78,96,129,140,148],"knowledge":[5,28,42,63,68,109,117,122],"recombination":[6],"[Fleming,":[7],"L.":[8],"2001.":[9],"\u201cRecombinant":[10],"Uncertainty":[11],"in":[12],"Technological":[13],"Search.\u201d":[14],"Management":[15],"Science":[16],"47:":[17],"119":[18],"p].":[19],"Extant":[20],"literature":[21],"highlights":[22],"the":[23,37,48,54,72,79,87,112,127,137,145],"importance":[24],"firm\u2019s":[27,41,49,62,131],"base":[29,43,64],"for":[30],"innovation,":[31],"while":[32,144],"little":[33],"known":[35],"about":[36],"structure":[38],"and":[44,70,83,154],"how":[45],"it":[46],"affects":[47],"explorative":[50],"innovation.":[51,90],"Based":[52],"upon":[53],"perspective":[55],"network":[57,69,80,118],"analysis,":[58],"we":[59,101],"portray":[60],"as":[65],"an":[66],"intra-organisational":[67],"examine":[71],"effects":[73],"two":[75],"structural":[76],"features":[77],"\u2013":[81,85],"density":[82,141],"centralisation":[84,149],"on":[86],"firms\u2019":[88],"exploratory":[89],"Using":[91],"manual":[93],"collected":[94],"dataset":[95],"738":[97],"Chinese":[98],"automobile":[99],"manufacturers,":[100],"find":[102],"that":[103],"firm":[105,113],"explores":[106],"fewer":[107],"new":[108],"elements":[110],"when":[111],"holds":[114],"dense":[116],"or":[119],"centralised":[121],"network.":[123],"More":[124],"importantly,":[125],"with":[126,134],"increase":[128],"R&D":[132],"collaborations":[133],"external":[135],"actors,":[136],"negative":[138,146],"effect":[139,147],"mitigated":[143],"reinforced.":[151],"Both":[152],"theoretical":[153],"practical":[155],"implications":[156],"are":[157],"discussed.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}