{"id":"https://openalex.org/W4406612474","doi":"https://doi.org/10.1109/wsc63780.2024.10838785","title":"A Maturity Model for Digital Twins in Healthcare","display_name":"A Maturity Model for Digital Twins in Healthcare","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406612474","doi":"https://doi.org/10.1109/wsc63780.2024.10838785"},"language":"en","primary_location":{"id":"doi:10.1109/wsc63780.2024.10838785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc63780.2024.10838785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071620359","display_name":"Navonil Mustafee","orcid":"https://orcid.org/0000-0002-2204-8924"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Navonil Mustafee","raw_affiliation_strings":["University of Exeter Business School,Centre for Simulation, Analytics, &#x0026; Modeling,Exeter,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter Business School,Centre for Simulation, Analytics, &#x0026; Modeling,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017682784","display_name":"Alison Harper","orcid":"https://orcid.org/0000-0001-5274-5037"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alison Harper","raw_affiliation_strings":["University of Exeter Business School,Centre for Simulation, Analytics, &#x0026; Modeling,Exeter,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter Business School,Centre for Simulation, Analytics, &#x0026; Modeling,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049611285","display_name":"Joe Viana","orcid":"https://orcid.org/0000-0001-6018-8242"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Joe Viana","raw_affiliation_strings":["Norwegian University of Science &#x0026; Technology,Industrial Econ &#x0026; Tech. Mgmt,Trondheim,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science &#x0026; Technology,Industrial Econ &#x0026; Tech. Mgmt,Trondheim,Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072234007","display_name":"Thomas Monks","orcid":"https://orcid.org/0000-0003-2631-4481"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Monks","raw_affiliation_strings":["University of Exeter Medical School,Health and Community Sciences,Exeter,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter Medical School,Health and Community Sciences,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3029,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90678462,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1151","last_page":"1162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9611999988555908,"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":0.9611999988555908,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/maturity","display_name":"Maturity (psychological)","score":0.5919464826583862},{"id":"https://openalex.org/keywords/capability-maturity-model","display_name":"Capability Maturity Model","score":0.5448501110076904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5334012508392334},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5048145055770874},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20016270875930786},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.09943088889122009},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0741683840751648},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07251876592636108}],"concepts":[{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.5919464826583862},{"id":"https://openalex.org/C85890633","wikidata":"https://www.wikidata.org/wiki/Q929673","display_name":"Capability Maturity Model","level":3,"score":0.5448501110076904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5334012508392334},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5048145055770874},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20016270875930786},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.09943088889122009},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0741683840751648},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07251876592636108},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc63780.2024.10838785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc63780.2024.10838785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W183832848","https://openalex.org/W1945221235","https://openalex.org/W2009334942","https://openalex.org/W2052820784","https://openalex.org/W2070640624","https://openalex.org/W2138980717","https://openalex.org/W2146948159","https://openalex.org/W2150880256","https://openalex.org/W2801310769","https://openalex.org/W2890904471","https://openalex.org/W2963201971","https://openalex.org/W3019560754","https://openalex.org/W3093454618","https://openalex.org/W3132389610","https://openalex.org/W3151685851","https://openalex.org/W3159319167","https://openalex.org/W3176711237","https://openalex.org/W4234636779","https://openalex.org/W4248045459","https://openalex.org/W4290043201","https://openalex.org/W4309328409","https://openalex.org/W4319787566","https://openalex.org/W4320527590","https://openalex.org/W4362497625","https://openalex.org/W4386128674","https://openalex.org/W4390018003","https://openalex.org/W4391381660","https://openalex.org/W4392645072","https://openalex.org/W6695351692"],"related_works":["https://openalex.org/W4283172224","https://openalex.org/W2992877076","https://openalex.org/W2563825355","https://openalex.org/W4382725623","https://openalex.org/W2888066950","https://openalex.org/W2889844859","https://openalex.org/W3217511980","https://openalex.org/W2806063704","https://openalex.org/W4384822944","https://openalex.org/W2912268755"],"abstract_inverted_index":{"Digital":[0],"models,":[1],"digital":[2,5,24],"shadows,":[3],"and":[4,22,54,70,140],"twins":[6],"(DTs)":[7],"are":[8,28,63],"increasingly":[9],"used":[10],"in":[11,42],"manufacturing/Industry":[12],"4.0":[13],"to":[14,49,65,86,96,129,143],"represent":[15],"levels":[16,100,146],"of":[17,31,79,101,122,137,147],"integration":[18,107],"between":[19],"physical":[20],"systems":[21],"their":[23],"counterparts;":[25],"data-flow":[26],"mechanisms":[27],"the":[29,98,119,125,127,135],"enablers":[30],"such":[32,61,112],"integration.":[33],"Healthcare":[34,72],"operations":[35],"management":[36],"has":[37],"also":[38],"witnessed":[39],"rising":[40],"interest":[41],"hybrid":[43],"models":[44,62,110],"that":[45,111,133],"use":[46],"real-time":[47,109,138],"data":[48,139],"increase":[50],"situational":[51],"awareness":[52],"(SA)":[53],"enable":[55,141],"short-term":[56],"decision-making.":[57],"In":[58],"M&S":[59],"literature,":[60],"referred":[64],"as":[66],"Real-time":[67],"Simulations":[68],"(RtS)":[69],"DTs.":[71],"organizations":[73,142],"can":[74],"realize":[75,134],"a":[76,91,113],"heightened":[77],"state":[78],"SA":[80],"by":[81],"transitioning":[82],"from":[83],"conventional":[84],"modeling":[85,131],"RtS/DTs.":[87],"The":[88,117],"paper":[89],"presents":[90],"Maturity":[92,120],"Model":[93],"for":[94],"DTs":[95],"contextualize":[97],"increasing":[99],"healthcare":[102],"Information":[103],"Systems/Information":[104],"Technology":[105],"(IS/IT)":[106],"with":[108],"shift":[114],"will":[115],"necessitate.":[116],"higher":[118,145],"Level":[121],"IS/IT":[123],"integration,":[124],"greater":[126],"opportunity":[128],"develop":[130],"artifacts":[132],"potential":[136],"attain":[144],"SA.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
