{"id":"https://openalex.org/W4416072354","doi":"https://doi.org/10.1007/s13198-025-03037-3","title":"Unveiling the path to digital twin development models: a systematic review","display_name":"Unveiling the path to digital twin development models: a systematic review","publication_year":2025,"publication_date":"2025-11-10","ids":{"openalex":"https://openalex.org/W4416072354","doi":"https://doi.org/10.1007/s13198-025-03037-3"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-025-03037-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-025-03037-3","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},"type":"review","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/A5015558866","display_name":"Sanaz Shafiee","orcid":"https://orcid.org/0000-0003-2197-603X"},"institutions":[{"id":"https://openalex.org/I55547365","display_name":"Payame Noor University","ror":"https://ror.org/031699d98","country_code":"IR","type":"education","lineage":["https://openalex.org/I55547365"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Sanaz Shafiee","raw_affiliation_strings":["Department of Business Administration and Information Technology Management, Payame Noor University, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0003-2197-603X","affiliations":[{"raw_affiliation_string":"Department of Business Administration and Information Technology Management, Payame Noor University, Tehran, Iran","institution_ids":["https://openalex.org/I55547365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069619644","display_name":"Masarat Ayat","orcid":"https://orcid.org/0000-0001-5473-8092"},"institutions":[{"id":"https://openalex.org/I55547365","display_name":"Payame Noor University","ror":"https://ror.org/031699d98","country_code":"IR","type":"education","lineage":["https://openalex.org/I55547365"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Masarat Ayat","raw_affiliation_strings":["Department of Business Administration and Information Technology Management, Payame Noor University, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0001-5473-8092","affiliations":[{"raw_affiliation_string":"Department of Business Administration and Information Technology Management, Payame Noor University, Tehran, Iran","institution_ids":["https://openalex.org/I55547365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015558866","https://openalex.org/A5069619644"],"corresponding_institution_ids":["https://openalex.org/I55547365"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15706806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"4","first_page":"1315","last_page":"1334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9732999801635742,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9732999801635742,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.0044999998062849045,"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/T13895","display_name":"Educational Leadership and Innovation","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.6638000011444092},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6220999956130981},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.5304999947547913},{"id":"https://openalex.org/keywords/fragmentation","display_name":"Fragmentation (computing)","score":0.5160999894142151},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4352000057697296},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4165000021457672},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.37310001254081726},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.37290000915527344}],"concepts":[{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.6638000011444092},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6220999956130981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5776000022888184},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.5304999947547913},{"id":"https://openalex.org/C191015642","wikidata":"https://www.wikidata.org/wiki/Q1132459","display_name":"Fragmentation (computing)","level":2,"score":0.5160999894142151},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44920000433921814},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4352000057697296},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4165000021457672},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4083999991416931},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3950999975204468},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.37310001254081726},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.37290000915527344},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36809998750686646},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.34929999709129333},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3407999873161316},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.34060001373291016},{"id":"https://openalex.org/C2776916960","wikidata":"https://www.wikidata.org/wiki/Q637156","display_name":"Warrant","level":2,"score":0.3082999885082245},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2897999882698059},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28189998865127563},{"id":"https://openalex.org/C2992749281","wikidata":"https://www.wikidata.org/wiki/Q1093521","display_name":"Path dependency","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C2993829489","wikidata":"https://www.wikidata.org/wiki/Q5153317","display_name":"Common core","level":3,"score":0.2703000009059906},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.2563999891281128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13198-025-03037-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-025-03037-3","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":93,"referenced_works":["https://openalex.org/W1892944188","https://openalex.org/W1964189636","https://openalex.org/W1987117090","https://openalex.org/W2021250185","https://openalex.org/W2044936748","https://openalex.org/W2051625112","https://openalex.org/W2089382792","https://openalex.org/W2111209719","https://openalex.org/W2121251282","https://openalex.org/W2147226379","https://openalex.org/W2597150627","https://openalex.org/W2614929753","https://openalex.org/W2757110387","https://openalex.org/W2783918566","https://openalex.org/W2794202219","https://openalex.org/W2794230447","https://openalex.org/W2910597635","https://openalex.org/W2955852221","https://openalex.org/W2966906878","https://openalex.org/W2982936646","https://openalex.org/W2988359971","https://openalex.org/W2991817166","https://openalex.org/W2992504848","https://openalex.org/W2992815322","https://openalex.org/W3003667836","https://openalex.org/W3003774534","https://openalex.org/W3012041784","https://openalex.org/W3013120860","https://openalex.org/W3022972893","https://openalex.org/W3023196337","https://openalex.org/W3042091195","https://openalex.org/W3047942585","https://openalex.org/W3084103864","https://openalex.org/W3086107979","https://openalex.org/W3092647364","https://openalex.org/W3110860842","https://openalex.org/W3114461271","https://openalex.org/W3116100357","https://openalex.org/W3123110575","https://openalex.org/W3129472311","https://openalex.org/W3132804543","https://openalex.org/W3137456979","https://openalex.org/W3155432897","https://openalex.org/W3159371311","https://openalex.org/W3160372581","https://openalex.org/W3163246710","https://openalex.org/W3164800436","https://openalex.org/W3171029277","https://openalex.org/W3174079291","https://openalex.org/W3195402235","https://openalex.org/W3199713119","https://openalex.org/W3204011812","https://openalex.org/W3213039526","https://openalex.org/W4200301016","https://openalex.org/W4200415632","https://openalex.org/W4206707323","https://openalex.org/W4206724870","https://openalex.org/W4210930030","https://openalex.org/W4211012347","https://openalex.org/W4213148913","https://openalex.org/W4213377940","https://openalex.org/W4281750882","https://openalex.org/W4281773026","https://openalex.org/W4283330351","https://openalex.org/W4285038630","https://openalex.org/W4285098908","https://openalex.org/W4285118858","https://openalex.org/W4285736232","https://openalex.org/W4290706000","https://openalex.org/W4293210198","https://openalex.org/W4296913260","https://openalex.org/W4297747097","https://openalex.org/W4303432987","https://openalex.org/W4307621465","https://openalex.org/W4310750487","https://openalex.org/W4311644688","https://openalex.org/W4312221385","https://openalex.org/W4312318390","https://openalex.org/W4313491088","https://openalex.org/W4317632579","https://openalex.org/W4365815564","https://openalex.org/W4387458619","https://openalex.org/W4391169003","https://openalex.org/W4400516089","https://openalex.org/W4401560048","https://openalex.org/W4402637216","https://openalex.org/W4405704335","https://openalex.org/W4406239429","https://openalex.org/W4408798679","https://openalex.org/W4408862027","https://openalex.org/W4409180109","https://openalex.org/W4409250181","https://openalex.org/W4411273345"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-11-10T00:00:00"}