{"id":"https://openalex.org/W4386986891","doi":"https://doi.org/10.1108/imds-06-2023-0415","title":"Big data analytics: from leadership to firm performance","display_name":"Big data analytics: from leadership to firm performance","publication_year":2023,"publication_date":"2023-09-23","ids":{"openalex":"https://openalex.org/W4386986891","doi":"https://doi.org/10.1108/imds-06-2023-0415"},"language":"en","primary_location":{"id":"doi:10.1108/imds-06-2023-0415","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-06-2023-0415","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 & 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/A5008571658","display_name":"Alex Koohang","orcid":"https://orcid.org/0000-0002-4565-0408"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]},{"id":"https://openalex.org/I931969281","display_name":"Middle Georgia State College","ror":"https://ror.org/01cwqb692","country_code":"US","type":"education","lineage":["https://openalex.org/I931969281"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alex Koohang","raw_affiliation_strings":["Middle Georgia State University, Macon, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0002-4565-0408","affiliations":[{"raw_affiliation_string":"Middle Georgia State University, Macon, Georgia, USA","institution_ids":["https://openalex.org/I931969281","https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055047451","display_name":"Carol Springer Sargent","orcid":"https://orcid.org/0000-0003-3213-4647"},"institutions":[{"id":"https://openalex.org/I150149174","display_name":"Mercer University","ror":"https://ror.org/04bk7v425","country_code":"US","type":"education","lineage":["https://openalex.org/I150149174"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carol Springer Sargent","raw_affiliation_strings":["Mercer University, Macon, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mercer University, Macon, Georgia, USA","institution_ids":["https://openalex.org/I150149174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032628695","display_name":"Zuopeng Zhang","orcid":"https://orcid.org/0000-0002-4074-9505"},"institutions":[{"id":"https://openalex.org/I11874761","display_name":"University of North Florida","ror":"https://ror.org/01j903a45","country_code":"US","type":"education","lineage":["https://openalex.org/I11874761"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Zuopeng Zhang","raw_affiliation_strings":["Coggin College of Business, University of North Florida, Jacksonville, Florida, USA"],"raw_orcid":"https://orcid.org/0000-0002-4074-9505","affiliations":[{"raw_affiliation_string":"Coggin College of Business, University of North Florida, Jacksonville, Florida, USA","institution_ids":["https://openalex.org/I11874761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087045548","display_name":"Angelica Marotta","orcid":"https://orcid.org/0000-0002-0021-1305"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angelica Marotta","raw_affiliation_strings":["Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008571658"],"corresponding_institution_ids":["https://openalex.org/I181565077","https://openalex.org/I931969281"],"apc_list":null,"apc_paid":null,"fwci":4.6569,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94905579,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"123","issue":"12","first_page":"2976","last_page":"2996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9994999766349792,"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":0.9994999766349792,"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.9524000287055969,"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/T12384","display_name":"Customer churn and segmentation","score":0.9503999948501587,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/originality","display_name":"Originality","score":0.7856063842773438},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7116565704345703},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6560568809509277},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.6174380779266357},{"id":"https://openalex.org/keywords/customer-satisfaction","display_name":"Customer satisfaction","score":0.5424455404281616},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.47441762685775757},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.44278615713119507},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.4388258159160614},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.421598345041275},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16164898872375488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.14268067479133606},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.14012107253074646}],"concepts":[{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.7856063842773438},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7116565704345703},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6560568809509277},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6174380779266357},{"id":"https://openalex.org/C191511416","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"Customer satisfaction","level":2,"score":0.5424455404281616},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.47441762685775757},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.44278615713119507},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.4388258159160614},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.421598345041275},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16164898872375488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.14268067479133606},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.14012107253074646},{"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/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/imds-06-2023-0415","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-06-2023-0415","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 & Data Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W102854459","https://openalex.org/W179854995","https://openalex.org/W1494802451","https://openalex.org/W1742818702","https://openalex.org/W1881620417","https://openalex.org/W1984401926","https://openalex.org/W2008152121","https://openalex.org/W2045910044","https://openalex.org/W2085621738","https://openalex.org/W2087262651","https://openalex.org/W2108795964","https://openalex.org/W2108869948","https://openalex.org/W2119362110","https://openalex.org/W2141975087","https://openalex.org/W2150611598","https://openalex.org/W2155280457","https://openalex.org/W2156368517","https://openalex.org/W2311688510","https://openalex.org/W2313240653","https://openalex.org/W2507383779","https://openalex.org/W2512365341","https://openalex.org/W2566797472","https://openalex.org/W2588933851","https://openalex.org/W2607594251","https://openalex.org/W2790987883","https://openalex.org/W2794494850","https://openalex.org/W2796850818","https://openalex.org/W2802539019","https://openalex.org/W2803901985","https://openalex.org/W2804095534","https://openalex.org/W2804274048","https://openalex.org/W2903584591","https://openalex.org/W2905811773","https://openalex.org/W2905814006","https://openalex.org/W2911848716","https://openalex.org/W2953742057","https://openalex.org/W2953766798","https://openalex.org/W2955980758","https://openalex.org/W2964623319","https://openalex.org/W2972540993","https://openalex.org/W2977992592","https://openalex.org/W2987637913","https://openalex.org/W3006876013","https://openalex.org/W3016806726","https://openalex.org/W3048026652","https://openalex.org/W3082784289","https://openalex.org/W3093401043","https://openalex.org/W3100065888","https://openalex.org/W3139021131","https://openalex.org/W3179998269","https://openalex.org/W3187315224","https://openalex.org/W4210963631","https://openalex.org/W4225420285","https://openalex.org/W4281614059","https://openalex.org/W4307757975","https://openalex.org/W4308643036"],"related_works":["https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W2378906650","https://openalex.org/W2384288445","https://openalex.org/W2382526412","https://openalex.org/W4200071106","https://openalex.org/W2347474189"],"abstract_inverted_index":{"Purpose":[0],"This":[1,194],"paper":[2],"aims":[3],"to":[4,90,239],"propose":[5],"a":[6,75,91,110,236],"research":[7,34,163,232],"model":[8,35],"with":[9],"eight":[10],"constructs,":[11],"i.e.":[12],"BDA":[13,15,18,21,46,50,54,58,62,66,126,178,181],"leadership,":[14],"talent":[16,47,51,59,67,127,179,182],"quality,":[17,20,23,48,56,64,128,137,183,189],"security":[19,55,136,188],"privacy":[22,63,138,190],"innovation,":[24],"financial":[25,221],"performance,":[26,222],"market":[27,79,223],"performance":[28,77,224],"and":[29,71,80,87,123,133,140,145,152,175,192,207,218,225],"customer":[30,81,226],"satisfaction.":[31,227],"Design/methodology/approach":[32],"The":[33,150,167,228],"focuses":[36],"on":[37,242],"whether":[38],"(1)":[39],"Big":[40],"Data":[41],"Analytics":[42],"(BDA)":[43],"leadership":[44,121,173],"influences":[45,53,61,69,74],"(2)":[49],"quality":[52,60,68,139,191],"(3)":[57],"(4)":[65],"Innovation":[70],"(5)":[72],"innovation":[73,143,216],"firm's":[76],"(financial,":[78],"satisfaction).":[82],"An":[83],"instrument":[84],"was":[85],"designed":[86],"administered":[88],"electronically":[89],"diverse":[92],"set":[93],"of":[94,155,230],"employees":[95],"(N":[96],"=":[97],"188)":[98],"in":[99,102,130,184,257],"various":[100],"organizations":[101,204],"the":[103,156,212,231,240,251],"USA.":[104],"Collected":[105],"data":[106,244],"were":[107],"analyzed":[108],"through":[109],"partial":[111],"least":[112],"square":[113],"structural":[114],"equation":[115],"modeling.":[116],"Findings":[117],"Results":[118],"showed":[119],"that":[120,172,205,215,253],"significantly":[122,132,144,174,217],"positively":[124,134,146,176,186,219],"affects":[125],"which,":[129],"turn,":[131,185],"impacts":[135,147,177,187,220],"innovation.":[141,193],"Moreover,":[142],"firm":[148],"performance.":[149],"theoretical":[151],"practical":[153],"implications":[154],"findings":[157],"are":[158,164,199],"discussed.":[159],"Recommendations":[160],"for":[161,203],"future":[162],"provided.":[165],"Originality/value":[166],"study":[168,213],"provides":[169],"empirical":[170],"evidence":[171],"quality.":[180],"is":[195],"important,":[196],"as":[197],"these":[198],"all":[200],"critical":[201],"factors":[202,252],"collect":[206],"use":[208],"big":[209,243],"data.":[210],"Finally,":[211],"demonstrates":[214],"originality":[229],"results":[233],"makes":[234],"them":[235],"valuable":[237],"addition":[238],"literature":[241],"analytics.":[245],"They":[246],"provide":[247],"new":[248],"insights":[249],"into":[250],"drive":[254],"organizational":[255],"success":[256],"this":[258],"rapidly":[259],"evolving":[260],"field.":[261]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}