{"id":"https://openalex.org/W4402451255","doi":"https://doi.org/10.1109/tem.2024.3457874","title":"Unlearn Success or Failure Beliefs?: How Do Big Data Analytic Capabilities Affect the Incumbents\u2019 Business Model Innovation in Deep Uncertainty","display_name":"Unlearn Success or Failure Beliefs?: How Do Big Data Analytic Capabilities Affect the Incumbents\u2019 Business Model Innovation in Deep Uncertainty","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402451255","doi":"https://doi.org/10.1109/tem.2024.3457874"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2024.3457874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2024.3457874","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering 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/A5027970550","display_name":"Suqin Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suqin Liao","raw_affiliation_strings":["School of Management, Zhejiang University of Technology, Hangzhou, China","School of Business Administration, Zhejiang University of Tecnology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6059-482X","affiliations":[{"raw_affiliation_string":"School of Management, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"School of Business Administration, Zhejiang University of Tecnology, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027887326","display_name":"Zaiyang Xie","orcid":"https://orcid.org/0000-0003-1975-5860"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaiyang Xie","raw_affiliation_strings":["School of Management, Zhejiang University of Technology, Hangzhou, China","School of Business Administration, Zhejiang University of Tecnology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"School of Business Administration, Zhejiang University of Tecnology, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.473,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9336539,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"71","issue":null,"first_page":"14718","last_page":"14732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.7379999756813049,"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":0.7379999756813049,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.6578999757766724,"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/affect","display_name":"Affect (linguistics)","score":0.8644236326217651},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.620486855506897},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5092381238937378},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4809924364089966},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.4252597689628601},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.39567291736602783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2745122015476227},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2428109049797058},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08508193492889404}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.8644236326217651},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.620486855506897},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5092381238937378},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4809924364089966},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.4252597689628601},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.39567291736602783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2745122015476227},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2428109049797058},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08508193492889404},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2024.3457874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2024.3457874","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G1157501087","display_name":null,"funder_award_id":"72002203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2883349216","display_name":null,"funder_award_id":"72302220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320312301","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41"},{"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":82,"referenced_works":["https://openalex.org/W1545818590","https://openalex.org/W1640855890","https://openalex.org/W1853999331","https://openalex.org/W1915792346","https://openalex.org/W1970445205","https://openalex.org/W1989350776","https://openalex.org/W1993023795","https://openalex.org/W2033016567","https://openalex.org/W2035853989","https://openalex.org/W2044315762","https://openalex.org/W2056741687","https://openalex.org/W2059813301","https://openalex.org/W2080557459","https://openalex.org/W2094736265","https://openalex.org/W2106096361","https://openalex.org/W2123380611","https://openalex.org/W2123709218","https://openalex.org/W2130783678","https://openalex.org/W2132747867","https://openalex.org/W2134884007","https://openalex.org/W2136525652","https://openalex.org/W2141647475","https://openalex.org/W2151780527","https://openalex.org/W2157537140","https://openalex.org/W2163544552","https://openalex.org/W2166737518","https://openalex.org/W2169667133","https://openalex.org/W2209976290","https://openalex.org/W2251059835","https://openalex.org/W2274014243","https://openalex.org/W2285118877","https://openalex.org/W2296943568","https://openalex.org/W2344998635","https://openalex.org/W2483540831","https://openalex.org/W2515300481","https://openalex.org/W2520591232","https://openalex.org/W2544685225","https://openalex.org/W2553227351","https://openalex.org/W2588309384","https://openalex.org/W2795016649","https://openalex.org/W2809088424","https://openalex.org/W2810530468","https://openalex.org/W2897094940","https://openalex.org/W2917749400","https://openalex.org/W2922028963","https://openalex.org/W2926075389","https://openalex.org/W2928281925","https://openalex.org/W2944471258","https://openalex.org/W2947337027","https://openalex.org/W2966555332","https://openalex.org/W2969339468","https://openalex.org/W2977992592","https://openalex.org/W2982493052","https://openalex.org/W2984952418","https://openalex.org/W2998574317","https://openalex.org/W3023299717","https://openalex.org/W3082841134","https://openalex.org/W3083244312","https://openalex.org/W3087051200","https://openalex.org/W3088647107","https://openalex.org/W3093671663","https://openalex.org/W3098290380","https://openalex.org/W3104585117","https://openalex.org/W3111360841","https://openalex.org/W3122219389","https://openalex.org/W3124536214","https://openalex.org/W3127907757","https://openalex.org/W3163891576","https://openalex.org/W3171354287","https://openalex.org/W3196510535","https://openalex.org/W3197499304","https://openalex.org/W3203871130","https://openalex.org/W3205279303","https://openalex.org/W4210577598","https://openalex.org/W4220989349","https://openalex.org/W4245648067","https://openalex.org/W4303433512","https://openalex.org/W4315433485","https://openalex.org/W4320518580","https://openalex.org/W4376481291","https://openalex.org/W4390381880","https://openalex.org/W6759913036"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417"],"abstract_inverted_index":{"Research":[0],"investigating":[1],"the":[2,27,50,64,98,122,132,140,147,163],"underlying":[3],"mechanisms":[4,52],"and":[5,43,170],"boundary":[6,77],"conditions":[7],"under":[8,63],"which":[9,39],"Big":[10],"Data":[11],"analytic":[12],"capabilities":[13,29],"(BDACs)":[14],"influence":[15,65],"business":[16],"model":[17,37],"innovation":[18],"(BMI)":[19],"in":[20,38,61],"incumbents":[21,55],"remains":[22],"largely":[23],"underdeveloped.":[24],"Drawing":[25],"on":[26,146,165],"dynamic":[28],"view":[30],"(DCV),":[31],"we":[32],"developed":[33],"a":[34,82,87],"moderated":[35],"multimediation":[36],"unlearning":[40,44,113,118,135],"success":[41,114,136],"beliefs":[42,46,115,152],"failure":[45,119,151],"were":[47],"theorized":[48],"as":[49],"different":[51],"underlining":[53],"why":[54],"are":[56,175],"more":[57],"likely":[58],"to":[59,96,162],"engage":[60],"BMI":[62,109],"of":[66,134,143,149],"BDACs.":[67],"We":[68],"further":[69],"proposed":[70],"that":[71,79,104,127],"deep":[72,128,144],"uncertainty":[73,129,145],"is":[74,153,156],"an":[75],"important":[76],"condition":[78],"affects":[80],"such":[81],"relationship.":[83],"Multisource":[84],"data":[85],"from":[86],"multiwave":[88],"survey":[89],"was":[90],"analyzed":[91],"using":[92],"structural":[93],"equation":[94],"modeling":[95],"test":[97],"theoretical":[99],"framework.":[100],"The":[101],"results":[102,123],"indicated":[103],"BDACs":[105],"positively":[106,130],"affect":[107],"incumbents\u2019":[108],"through":[110],"not":[111],"only":[112],"but":[116],"also":[117,176],"beliefs.":[120,137],"Furthermore,":[121],"provided":[124],"evidence":[125],"for":[126],"moderates":[131],"mediation":[133,148],"Notably,":[138],"although":[139],"moderating":[141],"effect":[142],"unlearned":[150],"negative,":[154],"it":[155],"insignificant.":[157],"Our":[158],"study":[159],"contributes":[160],"theoretically":[161],"research":[164],"BDACs,":[166],"organizational":[167],"unlearning,":[168],"BMI,":[169],"DCV,":[171],"while":[172],"practical":[173],"implications":[174],"discussed.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}