{"id":"https://openalex.org/W4303432987","doi":"https://doi.org/10.1080/09537325.2022.2131518","title":"Digital twins and innovation management: a literature review, framework, challenge, and future direction","display_name":"Digital twins and innovation management: a literature review, framework, challenge, and future direction","publication_year":2022,"publication_date":"2022-10-07","ids":{"openalex":"https://openalex.org/W4303432987","doi":"https://doi.org/10.1080/09537325.2022.2131518"},"language":"en","primary_location":{"id":"doi:10.1080/09537325.2022.2131518","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2022.2131518","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology Analysis &amp; Strategic 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/A5022433189","display_name":"Chong Xin","orcid":"https://orcid.org/0000-0001-6308-3905"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chong Xin","raw_affiliation_strings":["School of Business Administration, Northeastern University, Shenyang, P.R. People\u2019s Republic of China","School of Business Administration, Northeastern University, Shenyang, P.R. People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business Administration, Northeastern University, Shenyang, P.R. People\u2019s Republic of China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Business Administration, Northeastern University, Shenyang, P.R. People's Republic of China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101759600","display_name":"Yushi Wang","orcid":"https://orcid.org/0000-0003-4634-9788"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushi Wang","raw_affiliation_strings":["School of Business Administration, Northeastern University, Shenyang, P.R. People\u2019s Republic of China","School of Business Administration, Northeastern University, Shenyang, P.R. People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business Administration, Northeastern University, Shenyang, P.R. People\u2019s Republic of China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Business Administration, Northeastern University, Shenyang, P.R. People's Republic of China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022433189"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":2.6841,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.90823936,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"36","issue":"9","first_page":"2228","last_page":"2241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.996999979019165,"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":0.996999979019165,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/knowledge-management","display_name":"Knowledge management","score":0.5395594835281372},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5085428953170776},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.5031227469444275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3396438658237457}],"concepts":[{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5395594835281372},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5085428953170776},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5031227469444275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3396438658237457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09537325.2022.2131518","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2022.2131518","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology Analysis &amp; Strategic 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":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G2417395956","display_name":null,"funder_award_id":"N2206006","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5349484937","display_name":null,"funder_award_id":"71672030,72072028","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2081747411","https://openalex.org/W2331131332","https://openalex.org/W2515300481","https://openalex.org/W2668510504","https://openalex.org/W2765774197","https://openalex.org/W2791998773","https://openalex.org/W2800818823","https://openalex.org/W2811150020","https://openalex.org/W2884767975","https://openalex.org/W2902438947","https://openalex.org/W2908775086","https://openalex.org/W2909614971","https://openalex.org/W2912022983","https://openalex.org/W2947753446","https://openalex.org/W2952989392","https://openalex.org/W2989925413","https://openalex.org/W3001226210","https://openalex.org/W3001486781","https://openalex.org/W3025432011","https://openalex.org/W3031513235","https://openalex.org/W3034077050","https://openalex.org/W3048296440","https://openalex.org/W3049463917","https://openalex.org/W3075134243","https://openalex.org/W3081030091","https://openalex.org/W3088400155","https://openalex.org/W3089877117","https://openalex.org/W3093821457","https://openalex.org/W3105530135","https://openalex.org/W3110724226","https://openalex.org/W3120372680","https://openalex.org/W3122322445","https://openalex.org/W3127264029","https://openalex.org/W3129034719","https://openalex.org/W3129511296","https://openalex.org/W3136225237","https://openalex.org/W3173396247","https://openalex.org/W3199713119","https://openalex.org/W3202160306","https://openalex.org/W4206616245","https://openalex.org/W4283209774","https://openalex.org/W4285082285","https://openalex.org/W4285611708","https://openalex.org/W6758021087"],"related_works":["https://openalex.org/W1964348855","https://openalex.org/W3021475143","https://openalex.org/W3122971585","https://openalex.org/W2166989699","https://openalex.org/W2518615930","https://openalex.org/W2286982384","https://openalex.org/W1497976633","https://openalex.org/W2082343906","https://openalex.org/W2810834949","https://openalex.org/W3128495152"],"abstract_inverted_index":{"Managing":[0],"innovation":[1,24,39,83,91,105],"in":[2,38,82],"firms":[3],"is":[4],"reshaped":[5],"by":[6],"the":[7,21,31,78],"rapidly":[8],"developing":[9],"technology":[10],"-":[11],"digital":[12],"twins":[13],"(DTs).":[14],"Considering":[15],"DTs\u2019":[16],"substitution":[17],"for":[18,66,103],"humans":[19,80],"reorganises":[20],"firm's":[22],"whole":[23],"process.":[25],"This":[26,96],"paper":[27,55,97],"discusses":[28],"and":[29,34,50,94,101,107],"summarises":[30],"applications,":[32],"challenges,":[33],"prospects":[35],"of":[36],"DTs":[37,63,73,99],"management":[40,106],"through":[41,77],"a":[42,57],"systematic":[43],"literature":[44],"review.":[45],"Based":[46],"on":[47],"48":[48],"articles":[49],"two":[51],"major":[52],"theories,":[53],"this":[54],"describes":[56],"new":[58],"framework":[59],"to":[60],"reveal":[61],"how":[62],"can":[64,74],"compensate":[65],"human":[67],"deficiencies.":[68],"The":[69],"results":[70],"show":[71],"that":[72],"effectively":[75],"break":[76],"constraints":[79],"face":[81],"from":[84],"four":[85],"aspects:":[86],"information":[87,89],"searching,":[88],"processing,":[90],"idea":[92],"measurement,":[93],"monitoring.":[95],"outlines":[98],"applications":[100],"difficulties":[102],"companies\u2019":[104],"makes":[108],"recommendations.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":9}],"updated_date":"2026-06-08T08:47:23.578185","created_date":"2025-10-10T00:00:00"}
