{"id":"https://openalex.org/W4318777964","doi":"https://doi.org/10.3390/informatics10010019","title":"The Nexus between Business Analytics Capabilities and Knowledge Orientation in Driving Business Model Innovation: The Moderating Role of Industry Type","display_name":"The Nexus between Business Analytics Capabilities and Knowledge Orientation in Driving Business Model Innovation: The Moderating Role of Industry Type","publication_year":2023,"publication_date":"2023-01-31","ids":{"openalex":"https://openalex.org/W4318777964","doi":"https://doi.org/10.3390/informatics10010019"},"language":"en","primary_location":{"id":"doi:10.3390/informatics10010019","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics10010019","pdf_url":"https://www.mdpi.com/2227-9709/10/1/19/pdf?version=1675933312","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/10/1/19/pdf?version=1675933312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079293543","display_name":"Mohammad Daradkeh","orcid":"https://orcid.org/0000-0003-2693-7363"},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]},{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["AE","JO"],"is_corresponding":true,"raw_author_name":"Mohammad Daradkeh","raw_affiliation_strings":["College of Engineering and Information Technology, University of Dubai, Dubai 14143, United Arab Emirates","Faculty of Information Technology and Computer Science, Yarmouk University, Irbid 21163, Jordan"],"raw_orcid":"https://orcid.org/0000-0003-2693-7363","affiliations":[{"raw_affiliation_string":"College of Engineering and Information Technology, University of Dubai, Dubai 14143, United Arab Emirates","institution_ids":["https://openalex.org/I132806614"]},{"raw_affiliation_string":"Faculty of Information Technology and Computer Science, Yarmouk University, Irbid 21163, Jordan","institution_ids":["https://openalex.org/I85507684"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079293543"],"corresponding_institution_ids":["https://openalex.org/I132806614","https://openalex.org/I85507684"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":7.2202,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.96966757,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"19","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9620000123977661,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9567999839782715,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.6787427663803101},{"id":"https://openalex.org/keywords/nexus","display_name":"Nexus (standard)","score":0.6742685437202454},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.6738885045051575},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5407999753952026},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.4345967471599579},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.4317561388015747},{"id":"https://openalex.org/keywords/path-analysis","display_name":"Path analysis (statistics)","score":0.4141686260700226},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.26990365982055664},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24245113134384155},{"id":"https://openalex.org/keywords/business-analysis","display_name":"Business analysis","score":0.23900121450424194}],"concepts":[{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.6787427663803101},{"id":"https://openalex.org/C148609458","wikidata":"https://www.wikidata.org/wiki/Q7021281","display_name":"Nexus (standard)","level":2,"score":0.6742685437202454},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.6738885045051575},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5407999753952026},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.4345967471599579},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.4317561388015747},{"id":"https://openalex.org/C82793941","wikidata":"https://www.wikidata.org/wiki/Q1046024","display_name":"Path analysis (statistics)","level":2,"score":0.4141686260700226},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.26990365982055664},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24245113134384155},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.23900121450424194},{"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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/informatics10010019","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics10010019","pdf_url":"https://www.mdpi.com/2227-9709/10/1/19/pdf?version=1675933312","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:208ba0003f654b61882ae512436df039","is_oa":true,"landing_page_url":"https://doaj.org/article/208ba0003f654b61882ae512436df039","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 10, Iss 1, p 19 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/10/1/19/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/informatics10010019","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/informatics10010019","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics10010019","pdf_url":"https://www.mdpi.com/2227-9709/10/1/19/pdf?version=1675933312","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318777964.pdf"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W2018593805","https://openalex.org/W2079143673","https://openalex.org/W2114123650","https://openalex.org/W2604418039","https://openalex.org/W2789042402","https://openalex.org/W2890976553","https://openalex.org/W2905811773","https://openalex.org/W2947337027","https://openalex.org/W2963664736","https://openalex.org/W2966926383","https://openalex.org/W3039093740","https://openalex.org/W3088647107","https://openalex.org/W3120931043","https://openalex.org/W3130337030","https://openalex.org/W3137730582","https://openalex.org/W3159136094","https://openalex.org/W3163204531","https://openalex.org/W3166351082","https://openalex.org/W3168493774","https://openalex.org/W3169233371","https://openalex.org/W3169503845","https://openalex.org/W3176872323","https://openalex.org/W3177749655","https://openalex.org/W3178363500","https://openalex.org/W3180879710","https://openalex.org/W3190438681","https://openalex.org/W3191737511","https://openalex.org/W3193405059","https://openalex.org/W3193553580","https://openalex.org/W3197499304","https://openalex.org/W3200295668","https://openalex.org/W3207080455","https://openalex.org/W3214409584","https://openalex.org/W4200494306","https://openalex.org/W4205723517","https://openalex.org/W4206651637","https://openalex.org/W4206930440","https://openalex.org/W4210450783","https://openalex.org/W4213456298","https://openalex.org/W4214675581","https://openalex.org/W4214925055","https://openalex.org/W4221135042","https://openalex.org/W4224215997","https://openalex.org/W4226172560","https://openalex.org/W4235678817","https://openalex.org/W4250001656","https://openalex.org/W4284899779","https://openalex.org/W4285187986","https://openalex.org/W4292406217","https://openalex.org/W4292574939","https://openalex.org/W4295837671","https://openalex.org/W4361772073","https://openalex.org/W6800130077","https://openalex.org/W6804273338","https://openalex.org/W6808899076","https://openalex.org/W6810176614","https://openalex.org/W6838421726","https://openalex.org/W6841822610"],"related_works":["https://openalex.org/W3126909309","https://openalex.org/W4256360871","https://openalex.org/W2747100754","https://openalex.org/W2965101536","https://openalex.org/W2904207898","https://openalex.org/W4390166273","https://openalex.org/W4205132839","https://openalex.org/W3200933856","https://openalex.org/W2146332347","https://openalex.org/W2073836348"],"abstract_inverted_index":{"The":[0,115,166],"importance":[1],"of":[2,79,96,169,216],"business":[3,11,22,34,39,70,130,163,176,199,226],"analytics":[4,35],"(BA)":[5],"in":[6,17,37,68],"driving":[7,38,69],"knowledge":[8,31,63,119,160,170,188,220],"generation":[9],"and":[10,21,33,49,65,100,104,121,126,137,141,147,150,162,190,198,208,214,218,222],"innovation":[12,41,178],"has":[13,183],"been":[14],"widely":[15],"discussed":[16],"both":[18],"the":[19,28,46,60,76,87,113,157,212],"academic":[20],"communities.":[23],"However,":[24],"empirical":[25],"research":[26],"on":[27,45,82,187,211,225],"relationship":[29,158],"between":[30,62,159],"orientation":[32,64,120,161,171,189],"capabilities":[36,51,67,123,149,155,174,197,221],"model":[40,57,71,131,164,177,200,227],"remains":[42],"scarce.":[43],"Drawing":[44],"knowledge-based":[47],"view":[48],"dynamic":[50],"theory,":[52],"this":[53,83],"study":[54,203],"develops":[55],"a":[56,93,184],"to":[58,111,129,144],"investigate":[59],"interplay":[61],"BA":[66,122,145,151,154,173,191,196,217],"innovation.":[72,132,165,201,228],"It":[73],"also":[74],"explores":[75],"moderating":[77,185],"role":[78],"industry":[80,181],"type":[81,182],"relationship.":[84],"To":[85],"test":[86,112],"model,":[88],"data":[89],"were":[90,109],"collected":[91],"from":[92],"cross-sectional":[94],"sample":[95],"207":[97],"firms":[98],"(high-tech":[99],"non-high-tech":[101],"industries).":[102],"Descriptive":[103],"structural":[105],"equation":[106],"modeling":[107],"(SEM)":[108],"used":[110],"hypotheses.":[114],"findings":[116],"showed":[117],"that":[118,180],"are":[124,139],"significantly":[125,140],"positively":[127,142],"related":[128,143],"Knowledge":[133],"commitment,":[134],"shared":[135],"vision,":[136],"open-mindedness":[138],"perception":[146],"recognition":[148],"integration":[152],"capabilities.":[153],"mediated":[156],"path":[167],"mechanism":[168],"\u2192":[172,175],"shows":[179],"effect":[186],"capabilities,":[192],"as":[193,195],"well":[194],"This":[202],"provides":[204],"empirically":[205],"proven":[206],"insights":[207],"practical":[209],"guidance":[210],"dynamics":[213],"mechanisms":[215],"organizational":[219],"their":[223],"impact":[224]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":8}],"updated_date":"2026-01-20T23:28:44.954186","created_date":"2025-10-10T00:00:00"}