{"id":"https://openalex.org/W4388793873","doi":"https://doi.org/10.1016/j.eswa.2023.122667","title":"How to realize value creation of digital transformation? A system dynamics model","display_name":"How to realize value creation of digital transformation? A system dynamics model","publication_year":2023,"publication_date":"2023-11-18","ids":{"openalex":"https://openalex.org/W4388793873","doi":"https://doi.org/10.1016/j.eswa.2023.122667"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2023.122667","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.122667","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","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/A5010265159","display_name":"Wanzhen Qiao","orcid":"https://orcid.org/0000-0002-8022-8261"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanzhen Qiao","raw_affiliation_strings":["School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005899189","display_name":"Yanbing Ju","orcid":"https://orcid.org/0000-0003-4188-4343"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbing Ju","raw_affiliation_strings":["School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058687568","display_name":"Peiwu Dong","orcid":"https://orcid.org/0000-0001-6022-4135"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peiwu Dong","raw_affiliation_strings":["School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China"],"raw_orcid":"https://orcid.org/0000-0001-6022-4135","affiliations":[{"raw_affiliation_string":"School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062330704","display_name":"Robert L. K. Tiong","orcid":"https://orcid.org/0000-0002-0291-9534"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Robert L.K. Tiong","raw_affiliation_strings":["School of Civil and Environmental Engineering, Nanyang Technological University, 639798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, Nanyang Technological University, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058687568"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":10.8014,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.98658323,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"244","issue":null,"first_page":"122667","last_page":"122667"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9912999868392944,"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"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9912999868392944,"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"}},{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.9868000149726868,"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":0.984000027179718,"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/computer-science","display_name":"Computer science","score":0.7363400459289551},{"id":"https://openalex.org/keywords/causal-loop-diagram","display_name":"Causal loop diagram","score":0.6436301469802856},{"id":"https://openalex.org/keywords/value-capture","display_name":"Value capture","score":0.5835491418838501},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.5252736806869507},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5216960310935974},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.5112648010253906},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5093761682510376},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5077903866767883},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4988405704498291},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.46685320138931274},{"id":"https://openalex.org/keywords/value-creation","display_name":"Value creation","score":0.401615172624588},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34356969594955444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17976048588752747},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09122359752655029}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7363400459289551},{"id":"https://openalex.org/C144400606","wikidata":"https://www.wikidata.org/wiki/Q2412982","display_name":"Causal loop diagram","level":3,"score":0.6436301469802856},{"id":"https://openalex.org/C2777569040","wikidata":"https://www.wikidata.org/wiki/Q7912749","display_name":"Value capture","level":3,"score":0.5835491418838501},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.5252736806869507},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5216960310935974},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.5112648010253906},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5093761682510376},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5077903866767883},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4988405704498291},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.46685320138931274},{"id":"https://openalex.org/C2986652750","wikidata":"https://www.wikidata.org/wiki/Q11700776","display_name":"Value creation","level":2,"score":0.401615172624588},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34356969594955444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17976048588752747},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09122359752655029},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2023.122667","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.122667","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5305759727","display_name":"P2P\u7f51\u7edc\u501f\u8d37\u7cfb\u7edf\u534f\u540c\u8fd0\u8425\u98ce\u9669\u9884\u8b66\u673a\u5236\u7814\u7a76","funder_award_id":"71873015","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1978893767","https://openalex.org/W1991501165","https://openalex.org/W2016245033","https://openalex.org/W2064069184","https://openalex.org/W2075763914","https://openalex.org/W2121489967","https://openalex.org/W2145041382","https://openalex.org/W2148060162","https://openalex.org/W2155236943","https://openalex.org/W2233174585","https://openalex.org/W2338540161","https://openalex.org/W2512365341","https://openalex.org/W2570280886","https://openalex.org/W2601853749","https://openalex.org/W2611113363","https://openalex.org/W2685118618","https://openalex.org/W2790148163","https://openalex.org/W2899017743","https://openalex.org/W2900716439","https://openalex.org/W2902410500","https://openalex.org/W2904649625","https://openalex.org/W2907402342","https://openalex.org/W2912800036","https://openalex.org/W2940549837","https://openalex.org/W2955156490","https://openalex.org/W2978346165","https://openalex.org/W2985326655","https://openalex.org/W2991808305","https://openalex.org/W3006169383","https://openalex.org/W3006243648","https://openalex.org/W3039554138","https://openalex.org/W3088283486","https://openalex.org/W3091953043","https://openalex.org/W3093166234","https://openalex.org/W3093728752","https://openalex.org/W3111390905","https://openalex.org/W3111678550","https://openalex.org/W3112418613","https://openalex.org/W3137593247","https://openalex.org/W3164522447","https://openalex.org/W3168189400","https://openalex.org/W3171354287","https://openalex.org/W3198627366","https://openalex.org/W3199404965","https://openalex.org/W3211095291","https://openalex.org/W3213389589","https://openalex.org/W3213409484","https://openalex.org/W3217101635","https://openalex.org/W4200142898","https://openalex.org/W4200219656","https://openalex.org/W4213302217","https://openalex.org/W4214861923","https://openalex.org/W4220695491","https://openalex.org/W4220758027","https://openalex.org/W4221106330","https://openalex.org/W4225436154","https://openalex.org/W4226288807","https://openalex.org/W4229442135","https://openalex.org/W4243647030","https://openalex.org/W4280638731","https://openalex.org/W4283080275","https://openalex.org/W4304892179","https://openalex.org/W4308486942","https://openalex.org/W4317377765","https://openalex.org/W4320038064","https://openalex.org/W4320712471","https://openalex.org/W4386571046","https://openalex.org/W6737709376","https://openalex.org/W6768555000","https://openalex.org/W6783450640","https://openalex.org/W6787018699","https://openalex.org/W6795045582","https://openalex.org/W6796550270","https://openalex.org/W6832724496","https://openalex.org/W6846632765"],"related_works":["https://openalex.org/W4390053504","https://openalex.org/W4309288015","https://openalex.org/W2317325651","https://openalex.org/W3105963488","https://openalex.org/W2154418186","https://openalex.org/W4320028870","https://openalex.org/W2461628653","https://openalex.org/W3204944752","https://openalex.org/W1551310032","https://openalex.org/W2264413734"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":20}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
