{"id":"https://openalex.org/W3152620005","doi":"https://doi.org/10.1108/ejim-10-2020-0431","title":"Big data analytics capabilities and organizational performance: the mediating effect of dual innovations","display_name":"Big data analytics capabilities and organizational performance: the mediating effect of dual innovations","publication_year":2021,"publication_date":"2021-04-09","ids":{"openalex":"https://openalex.org/W3152620005","doi":"https://doi.org/10.1108/ejim-10-2020-0431","mag":"3152620005"},"language":"en","primary_location":{"id":"doi:10.1108/ejim-10-2020-0431","doi":"https://doi.org/10.1108/ejim-10-2020-0431","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ejim-10-2020-0431","pdf_url":null,"source":{"id":"https://openalex.org/S90149737","display_name":"European Journal of Innovation Management","issn_l":"1460-1060","issn":["1460-1060","1758-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"European Journal of Innovation Management","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5055031210","display_name":"Xiaofeng Su","orcid":"https://orcid.org/0000-0002-6420-063X","observed_orcids":["https://orcid.org/0000-0002-6420-063X"]},"institutions":[{"id":"https://openalex.org/I4210107712","display_name":"Fujian Business University","ror":"https://ror.org/01mc04w21","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210107712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Su","raw_affiliation_strings":["College of Business Administration, Fujian Business University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6420-063X","affiliations":[{"raw_affiliation_string":"College of Business Administration, Fujian Business University, Fuzhou, China","institution_ids":["https://openalex.org/I4210107712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072275727","display_name":"Weipeng Zeng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I61057504","display_name":"Fujian Agriculture and Forestry University","ror":"https://ror.org/04kx2sy84","country_code":"CN","type":"education","lineage":["https://openalex.org/I61057504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weipeng Zeng","raw_affiliation_strings":["College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China","institution_ids":["https://openalex.org/I61057504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047297295","display_name":"Manhua Zheng","orcid":"https://orcid.org/0000-0002-8830-680X","observed_orcids":["https://orcid.org/0000-0002-8830-680X"]},"institutions":[{"id":"https://openalex.org/I61057504","display_name":"Fujian Agriculture and Forestry University","ror":"https://ror.org/04kx2sy84","country_code":"CN","type":"education","lineage":["https://openalex.org/I61057504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manhua Zheng","raw_affiliation_strings":["College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China","institution_ids":["https://openalex.org/I61057504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010495038","display_name":"Jiang Xiao-li","orcid":"https://orcid.org/0000-0001-8170-2394","observed_orcids":["https://orcid.org/0000-0001-8170-2394"]},"institutions":[{"id":"https://openalex.org/I61057504","display_name":"Fujian Agriculture and Forestry University","ror":"https://ror.org/04kx2sy84","country_code":"CN","type":"education","lineage":["https://openalex.org/I61057504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoli Jiang","raw_affiliation_strings":["College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8170-2394","affiliations":[{"raw_affiliation_string":"College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China","institution_ids":["https://openalex.org/I61057504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089003471","display_name":"Wenhe Lin","orcid":"https://orcid.org/0000-0002-8190-0224","observed_orcids":["https://orcid.org/0000-0002-8190-0224"]},"institutions":[{"id":"https://openalex.org/I61057504","display_name":"Fujian Agriculture and Forestry University","ror":"https://ror.org/04kx2sy84","country_code":"CN","type":"education","lineage":["https://openalex.org/I61057504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhe Lin","raw_affiliation_strings":["College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China","institution_ids":["https://openalex.org/I61057504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005347210","display_name":"Anxin Xu","orcid":"https://orcid.org/0000-0002-2521-6225","observed_orcids":["https://orcid.org/0000-0002-2521-6225"]},"institutions":[{"id":"https://openalex.org/I61057504","display_name":"Fujian Agriculture and Forestry University","ror":"https://ror.org/04kx2sy84","country_code":"CN","type":"education","lineage":["https://openalex.org/I61057504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anxin Xu","raw_affiliation_strings":["College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Fujian Agriculture and Forestry University, Fuzhou, China","institution_ids":["https://openalex.org/I61057504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.4065,"has_fulltext":false,"cited_by_count":139,"citation_normalized_percentile":{"value":0.99069203,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"25","issue":"4","first_page":"1142","last_page":"1160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T14280","display_name":"Big Data Technologies and Applications","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T13812","display_name":"AI and HR Technologies","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource 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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data-analytics-capability","display_name":"big data analytics capability","score":0.9980000257492065},{"id":"https://openalex.org/keywords/organizational-performance","display_name":"organizational performance","score":0.9779999852180481},{"id":"https://openalex.org/keywords/dual-innovation","display_name":"dual innovation","score":0.9169999957084656},{"id":"https://openalex.org/keywords/mediating-effect","display_name":"mediating effect","score":0.8360000252723694},{"id":"https://openalex.org/keywords/resource-based-view","display_name":"resource-based view","score":0.8659999966621399},{"id":"https://openalex.org/keywords/manufacturing-firms","display_name":"manufacturing companies","score":0.9070000052452087},{"id":"https://openalex.org/keywords/chinese-manufacturing","display_name":"Chinese manufacturing","score":0.5350000262260437}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7845888137817383},{"id":"https://openalex.org/C165672731","wikidata":"https://www.wikidata.org/wiki/Q25047583","display_name":"Organizational performance","level":2,"score":0.6687006950378418},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.6280363202095032},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5863246321678162},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5817512273788452},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5352538228034973},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5309360027313232},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5241551399230957},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39549461007118225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3943050503730774},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3547284007072449},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14224004745483398},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.0873851478099823},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/ejim-10-2020-0431","doi":"https://doi.org/10.1108/ejim-10-2020-0431","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ejim-10-2020-0431","pdf_url":null,"source":{"id":"https://openalex.org/S90149737","display_name":"European Journal of Innovation Management","issn_l":"1460-1060","issn":["1460-1060","1758-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"European Journal of Innovation Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eme:ejimpp:ejim-10-2020-0431","doi":null,"is_oa":false,"landing_page_url":"https://www.emerald.com/insight/content/doi/10.1108/EJIM-10-2020-0431/full/html?utm_source=repec&utm_medium=feed&utm_campaign=repec","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,"listed_in":[],"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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.651199996471405,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W32924755","https://openalex.org/W149463094","https://openalex.org/W818559660","https://openalex.org/W887526145","https://openalex.org/W1001370459","https://openalex.org/W1487531252","https://openalex.org/W1526941025","https://openalex.org/W1530446948","https://openalex.org/W1639702230","https://openalex.org/W1998992565","https://openalex.org/W2003813760","https://openalex.org/W2019880039","https://openalex.org/W2030104426","https://openalex.org/W2039952259","https://openalex.org/W2079666165","https://openalex.org/W2095422038","https://openalex.org/W2100807224","https://openalex.org/W2106096361","https://openalex.org/W2108827132","https://openalex.org/W2170543064","https://openalex.org/W2240963366","https://openalex.org/W2285118877","https://openalex.org/W2304640842","https://openalex.org/W2311688510","https://openalex.org/W2333763974","https://openalex.org/W2394838780","https://openalex.org/W2505786633","https://openalex.org/W2515300481","https://openalex.org/W2517745273","https://openalex.org/W2521107788","https://openalex.org/W2527943531","https://openalex.org/W2574134800","https://openalex.org/W2590255024","https://openalex.org/W2735541318","https://openalex.org/W2763473974","https://openalex.org/W2766977116","https://openalex.org/W2794103338","https://openalex.org/W2804274048","https://openalex.org/W2808545679","https://openalex.org/W2912249211","https://openalex.org/W2944471258","https://openalex.org/W3015934118","https://openalex.org/W3033679711","https://openalex.org/W3088647107","https://openalex.org/W4235678817","https://openalex.org/W4240681884","https://openalex.org/W7161593686"],"related_works":["https://openalex.org/W4395045916","https://openalex.org/W4399739018","https://openalex.org/W2982493052","https://openalex.org/W4213314757","https://openalex.org/W7154888511","https://openalex.org/W4413870273","https://openalex.org/W2886052396","https://openalex.org/W4221135042","https://openalex.org/W2945099003","https://openalex.org/W3203019808"],"abstract_inverted_index":{"Purpose":[0],"Following":[1],"the":[2,37,66,75,90,105,112,189,193,222,249,257,289,294,314,338,344,360,372],"rapid":[3],"expansion":[4],"of":[5,24,69,93,108,128,240,281,296,316,340,352,362,376],"data":[6,15,42,59,83,95,175,226,318,364,378],"volume,":[7],"velocity":[8],"and":[9,12,21,32,78,116,134,195,229,243,262,301,370,381],"variety,":[10],"techniques":[11],"technologies,":[13],"big":[14,29,41,58,82,94,225,317,363,377],"analytics":[16,43,60,96,227,365],"have":[17,34,153,200],"achieved":[18],"substantial":[19],"development":[20],"a":[22,126,154,279,327],"surge":[23],"companies":[25],"make":[26],"investments":[27],"in":[28,151,181,232,343],"data.":[30],"Academics":[31],"practitioners":[33],"been":[35],"considering":[36],"mechanism":[38,315],"through":[39,65,346],"which":[40,150,255],"capabilities":[44,61,97,228,366,380],"can":[45,144],"transform":[46],"into":[47],"their":[48,132,147,304],"improved":[49],"organizational":[50,63,100,117,158,202,216,230,275,307,322,368],"performance.":[51,118,159,203,217,308],"This":[52,246,285],"paper":[53,86,206,354],"aims":[54,87],"to":[55,88,140,238,288],"examine":[56,89],"how":[57],"influence":[62,320],"performance":[64,231,276,323],"mediating":[67,106],"role":[68,107],"dual":[70,109,148,209,341,382],"innovations.":[71],"Design/methodology/approach":[72],"Drawing":[73],"on":[74,81,99,111,131,157,172,201,215,221,270,274,313,321,367],"resource-based":[76],"view":[77],"recent":[79],"literature":[80,267,290],"analytics,":[84],"this":[85,166,205,333,353],"direct":[91,194,272],"effects":[92],"(BDAC)":[98,115],"performance,":[101,369],"as":[102,104],"well":[103],"innovations":[110,210,342],"relationship":[113,223,345],"between":[114,224],"The":[119,186,219,330,349],"study":[120,167,247,286],"extends":[121],"existing":[122],"research":[123,164,234,258,312,350,374],"by":[124,251,291,336],"making":[125,278],"distinction":[127,280],"BDACs'":[129,213,271],"effect":[130,197,214],"outcomes":[133],"proposing":[135],"that":[136,143,198,208],"BDACs":[137,199],"help":[138,145],"organizations":[139],"generate":[141],"insights":[142],"strengthen":[146],"innovations,":[149],"turn":[152],"positive":[155],"impact":[156,273,361],"To":[160],"test":[161],"our":[162],"proposed":[163,190],"model,":[165],"conducts":[168],"empirical":[169,244,253,311],"analysis":[170,379],"based":[171],"questionnaire-base":[173],"survey":[174],"collected":[176],"from":[177],"309":[178],"respondents":[179],"working":[180],"Chinese":[182],"manufacturing":[183],"firms.":[184],"Findings":[185],"results":[187],"support":[188],"hypotheses":[191],"regarding":[192],"indirect":[196],"Specifically,":[204],"finds":[207],"positively":[211],"mediate":[212],"Originality/value":[218],"conclusions":[220,259,351],"previous":[233,266],"are":[235],"controversial":[236],"due":[237],"lack":[239],"theoretical":[241,373],"foundation":[242],"testing.":[245],"resolves":[248],"issue":[250],"provides":[252],"analysis,":[254],"makes":[256],"more":[260],"scientific":[261],"credible.":[263],"In":[264],"addition,":[265],"mainly":[268],"focused":[269],"without":[277],"BDAC's":[282,297],"three":[283,298],"dimensions.":[284],"contributes":[287],"thoroughly":[292],"introducing":[293],"notions":[295],"core":[299],"constituents":[300],"fully":[302],"analyzing":[303],"relationships":[305],"with":[306],"What's":[309],"more,":[310],"analytics'":[319],"is":[324],"still":[325],"at":[326],"rudimentary":[328],"stage.":[329],"authors":[331],"address":[332],"critical":[334],"gap":[335],"exploring":[337],"mediation":[339],"survey-based":[347],"research.":[348],"provide":[355],"new":[356],"perspective":[357],"for":[358],"understanding":[359],"enrich":[371],"connotation":[375],"innovation":[383],"behavior.":[384]},"counts_by_year":[{"year":2026,"cited_by_count":37},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-04-26T00:00:00"}