{"id":"https://openalex.org/W4398775683","doi":"https://doi.org/10.3390/systems12060186","title":"A Mechanistic Study of Enterprise Digital Intelligence Transformation, Innovation Resilience, and Firm Performance","display_name":"A Mechanistic Study of Enterprise Digital Intelligence Transformation, Innovation Resilience, and Firm Performance","publication_year":2024,"publication_date":"2024-05-24","ids":{"openalex":"https://openalex.org/W4398775683","doi":"https://doi.org/10.3390/systems12060186"},"language":"en","primary_location":{"id":"doi:10.3390/systems12060186","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems12060186","pdf_url":null,"source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/systems12060186","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047617769","display_name":"Guangsi Zhang","orcid":"https://orcid.org/0009-0001-7872-1399"},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]},{"id":"https://openalex.org/I94047373","display_name":"Xinjiang University of Finance and Economics","ror":"https://ror.org/00fk31757","country_code":"CN","type":"education","lineage":["https://openalex.org/I94047373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangsi Zhang","raw_affiliation_strings":["College of Business, Shanghai University of Finance and Economics, Shanghai 200433, China","School of Business Administration, Xinjiang University of Finance and Economics, Urumqi 830012, China"],"raw_orcid":"https://orcid.org/0009-0001-7872-1399","affiliations":[{"raw_affiliation_string":"College of Business, Shanghai University of Finance and Economics, Shanghai 200433, China","institution_ids":["https://openalex.org/I181679659"]},{"raw_affiliation_string":"School of Business Administration, Xinjiang University of Finance and Economics, Urumqi 830012, China","institution_ids":["https://openalex.org/I94047373"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xuehe Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I94047373","display_name":"Xinjiang University of Finance and Economics","ror":"https://ror.org/00fk31757","country_code":"CN","type":"education","lineage":["https://openalex.org/I94047373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuehe Wang","raw_affiliation_strings":["School of Business Administration, Xinjiang University of Finance and Economics, Urumqi 830012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business Administration, Xinjiang University of Finance and Economics, Urumqi 830012, China","institution_ids":["https://openalex.org/I94047373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070018598","display_name":"Jiaping Xie","orcid":"https://orcid.org/0000-0001-7905-341X"},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]},{"id":"https://openalex.org/I94047373","display_name":"Xinjiang University of Finance and Economics","ror":"https://ror.org/00fk31757","country_code":"CN","type":"education","lineage":["https://openalex.org/I94047373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaping Xie","raw_affiliation_strings":["College of Business, Shanghai University of Finance and Economics, Shanghai 200433, China","School of Business Administration, Xinjiang University of Finance and Economics, Urumqi 830012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, Shanghai University of Finance and Economics, Shanghai 200433, China","institution_ids":["https://openalex.org/I181679659"]},{"raw_affiliation_string":"School of Business Administration, Xinjiang University of Finance and Economics, Urumqi 830012, China","institution_ids":["https://openalex.org/I94047373"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070193548","display_name":"Qiang Hu","orcid":"https://orcid.org/0000-0003-4758-8625"},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiang Hu","raw_affiliation_strings":["Zhejiang College, Shanghai University of Finance and Economics, Jinhua 321013, China"],"raw_orcid":"https://orcid.org/0000-0003-4758-8625","affiliations":[{"raw_affiliation_string":"Zhejiang College, Shanghai University of Finance and Economics, Jinhua 321013, China","institution_ids":["https://openalex.org/I181679659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070193548"],"corresponding_institution_ids":["https://openalex.org/I181679659"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":9.8291,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9782209,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"12","issue":"6","first_page":"186","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.800000011920929,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.800000011920929,"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/T14143","display_name":"Economic and Technological Innovation","score":0.7885000109672546,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.7735999822616577,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.7515169382095337},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.6621786952018738},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.634272575378418},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5475037693977356},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5212850570678711},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.43743693828582764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3798484802246094},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.06540319323539734},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.05834004282951355}],"concepts":[{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.7515169382095337},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.6621786952018738},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.634272575378418},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5475037693977356},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5212850570678711},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.43743693828582764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3798484802246094},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.06540319323539734},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.05834004282951355},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems12060186","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems12060186","pdf_url":null,"source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c3e1524b3b1748dd9133a1ddb1f8ef9a","is_oa":false,"landing_page_url":"https://doaj.org/article/c3e1524b3b1748dd9133a1ddb1f8ef9a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 12, Iss 6, p 186 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems12060186","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems12060186","pdf_url":null,"source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1001370459","https://openalex.org/W1510593200","https://openalex.org/W1898040313","https://openalex.org/W1924429363","https://openalex.org/W2002497567","https://openalex.org/W2007801487","https://openalex.org/W2024253339","https://openalex.org/W2035041861","https://openalex.org/W2043946423","https://openalex.org/W2080693034","https://openalex.org/W2089402107","https://openalex.org/W2102281489","https://openalex.org/W2107335885","https://openalex.org/W2114483607","https://openalex.org/W2156236309","https://openalex.org/W2156368517","https://openalex.org/W2274815048","https://openalex.org/W2285761813","https://openalex.org/W2523461466","https://openalex.org/W2555762489","https://openalex.org/W2783421592","https://openalex.org/W2800663167","https://openalex.org/W2897844223","https://openalex.org/W2902294655","https://openalex.org/W2912249211","https://openalex.org/W2968502480","https://openalex.org/W3001962722","https://openalex.org/W3006752997","https://openalex.org/W3012167671","https://openalex.org/W3012500325","https://openalex.org/W3032758273","https://openalex.org/W3093405631","https://openalex.org/W3095666904","https://openalex.org/W3121868245","https://openalex.org/W3121951941","https://openalex.org/W3123090753","https://openalex.org/W3123226094","https://openalex.org/W3124429369","https://openalex.org/W3126918077","https://openalex.org/W3150455812","https://openalex.org/W4229877714","https://openalex.org/W4232809867","https://openalex.org/W4238485280","https://openalex.org/W4244336340","https://openalex.org/W4308605935","https://openalex.org/W4323353079","https://openalex.org/W4388151924","https://openalex.org/W4396674608"],"related_works":["https://openalex.org/W3120463682","https://openalex.org/W4226138107","https://openalex.org/W4322096794","https://openalex.org/W3198612750","https://openalex.org/W4289529394","https://openalex.org/W3213768676","https://openalex.org/W2923574465","https://openalex.org/W3113483414","https://openalex.org/W3128162709","https://openalex.org/W3022432941"],"abstract_inverted_index":{"Enterprise":[0,176],"Digital":[1,8,32,55,100,125,161,166,211,244,330,348,359,383],"Intelligence":[2,33,56,101,126,167,331,349,384],"Transformation":[3,34,57,102,127,168,332,350,385],"is":[4,213,219,262],"based":[5],"on":[6,40,50,103,338,382],"the":[7,18,23,51,78,85,96,107,122,131,138,142,197,200,202,214,220,240,252,297,315,321,327,345,353,358,367],"Conversion":[9,212,245,334,360],"of":[10,25,31,53,99,110,124,205,229,234,243,255,299,308,329,347,355,395],"information":[11,160,184,206],"and":[12,58,70,81,83,112,128,130,135,155,158,165,189,216,232,248,257,280,302,361,365,370,379,397],"process":[13,190],"service":[14,163,191,217,336,362],"upgrading,":[15,164],"further":[16],"touching":[17],"enterprise\u2019s":[19],"core":[20],"business,":[21],"with":[22,388],"goal":[24],"building":[26],"a":[27,36,180,272,292],"new":[28,139,377],"business":[29],"model":[30],"at":[35,283,392],"higher":[37,196],"level.":[38],"Based":[39],"dynamic":[41,322],"capability":[42,323],"theory,":[43],"this":[44,309],"paper":[45,62,310,343],"conducts":[46],"an":[47],"in-depth":[48],"study":[49,116,146,319,375],"mechanism":[52,181,275],"enterprise":[54,187,193,265,281,339],"firm":[59,104,171,209],"performance.":[60,194,210,340],"This":[61,115,145,318,342,374],"selects":[63],"manufacturing":[64],"companies":[65],"listed":[66],"in":[67,92,141,296,314,351,398],"China\u2019s":[68],"Shanghai":[69],"Shenzhen":[71],"A-shares":[72],"from":[73,357],"2013":[74],"to":[75,94,119,136,169,173,208,325],"2022":[76],"as":[77],"research":[79,90],"sample,":[80],"analyzes":[82],"tests":[84],"sample":[86,224],"data":[87,230],"using":[88],"empirical":[89],"methods":[91],"order":[93],"explore":[95,326],"actual":[97],"impact":[98],"performance,":[105],"including":[106],"specific":[108],"pathways":[109],"action":[111],"moderating":[113,294],"effects.":[114],"helps":[117],"enterprises":[118,149,225,356,387],"positively":[120],"face":[121],"megatrend":[123],"upgrading":[129,192,218,363],"challenges":[132],"it":[133,261],"brings,":[134],"grasp":[137],"opportunities":[140],"digital":[143,152,256],"era.":[144],"finds":[147],"that":[148,264],"carry":[150],"out":[151,239],"empowerment":[153],"transformation":[154,279],"development":[156],"strategies,":[157],"implement":[159],"Conversion,":[162],"promote":[170],"performance":[172,188,282,354],"different":[174,389,393,399],"degrees.":[175],"innovation":[177,266],"resilience":[178,267],"has":[179,268,288],"effect":[182,276,295],"between":[183,277],"digitalization":[185,207],"conversion":[186],"The":[195,222,305],"environmental":[198,286],"uncertainty,":[199],"greater":[201],"positive":[203],"contribution":[204],"base":[215],"process.":[221],"current":[223],"have":[226,236,249],"limited":[227],"years":[228],"collection,":[231],"most":[233],"them":[235],"only":[237],"carried":[238],"strategic":[241,380],"implementation":[242],"or":[246],"servitization,":[247],"not":[250,269,289],"reached":[251],"high-level":[253],"stage":[254,298],"intellectual":[258],"transformation.":[259,304],"Therefore,":[260],"found":[263],"yet":[270,290],"shown":[271,291],"significant":[273,293],"role":[274,328,346,369],"digital\u2013intelligent":[278,303],"present.":[284],"And":[285],"uncertainty":[287],"Servitization":[300],"Upgrading":[301],"marginal":[306],"contributions":[307],"are":[311],"mainly":[312],"reflected":[313],"following:":[316],"(1)":[317],"introduces":[320],"theory":[324],"(Digital":[333],"+":[335],"upgrading)":[337],"(2)":[341],"investigates":[344],"influencing":[352],"phases,":[364],"enriches":[366],"relevant":[368],"regulatory":[371],"mechanisms.":[372],"(3)":[373],"provides":[376],"ideas":[378],"suggestions":[381],"for":[386],"factor":[390],"intensities,":[391],"stages":[394],"development,":[396],"regions.":[400]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
