{"id":"https://openalex.org/W4390224963","doi":"https://doi.org/10.1109/dtpi59677.2023.10365449","title":"Toward Digital Twins for Human-in-the-loop Systems: A Framework for Workload Management and Burnout Prevention in Healthcare Systems","display_name":"Toward Digital Twins for Human-in-the-loop Systems: A Framework for Workload Management and Burnout Prevention in Healthcare Systems","publication_year":2023,"publication_date":"2023-11-07","ids":{"openalex":"https://openalex.org/W4390224963","doi":"https://doi.org/10.1109/dtpi59677.2023.10365449"},"language":"en","primary_location":{"id":"doi:10.1109/dtpi59677.2023.10365449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dtpi59677.2023.10365449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 3rd International Conference on Digital Twins and Parallel Intelligence (DTPI)","raw_type":"proceedings-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/A5054751743","display_name":"Md Doulotuzzaman Xames","orcid":"https://orcid.org/0000-0001-8755-5778"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Doulotuzzaman Xames","raw_affiliation_strings":["Virginia Tech,Grado Department of Industrial and Systems Engineering,Blacksburg,VA,USA,24061"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Grado Department of Industrial and Systems Engineering,Blacksburg,VA,USA,24061","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016302307","display_name":"Taylan G. Topcu","orcid":"https://orcid.org/0000-0002-0110-312X"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taylan G. Topcu","raw_affiliation_strings":["Virginia Tech,Grado Department of Industrial and Systems Engineering,Blacksburg,VA,USA,24061"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Grado Department of Industrial and Systems Engineering,Blacksburg,VA,USA,24061","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.7429,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77537259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.991599977016449,"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":0.991599977016449,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13722","display_name":"Ergonomics and Human Factors","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/workload","display_name":"Workload","score":0.789665699005127},{"id":"https://openalex.org/keywords/burnout","display_name":"Burnout","score":0.7318700551986694},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5643735527992249},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.5466330051422119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4827086925506592},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.47557535767555237},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.4303416311740875},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3922329545021057},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.22440284490585327},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.1927182376384735},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12376323342323303}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.789665699005127},{"id":"https://openalex.org/C143916079","wikidata":"https://www.wikidata.org/wiki/Q2629248","display_name":"Burnout","level":2,"score":0.7318700551986694},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5643735527992249},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.5466330051422119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4827086925506592},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.47557535767555237},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.4303416311740875},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3922329545021057},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.22440284490585327},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.1927182376384735},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12376323342323303},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dtpi59677.2023.10365449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dtpi59677.2023.10365449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 3rd International Conference on Digital Twins and Parallel Intelligence (DTPI)","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":51,"referenced_works":["https://openalex.org/W1484219741","https://openalex.org/W1562337088","https://openalex.org/W1580022002","https://openalex.org/W1585638202","https://openalex.org/W1592598395","https://openalex.org/W1964558001","https://openalex.org/W2033115336","https://openalex.org/W2048449733","https://openalex.org/W2050129948","https://openalex.org/W2069757512","https://openalex.org/W2097134296","https://openalex.org/W2101631983","https://openalex.org/W2135381695","https://openalex.org/W2143679330","https://openalex.org/W2157289187","https://openalex.org/W2163767758","https://openalex.org/W2171422629","https://openalex.org/W2260313799","https://openalex.org/W2379240739","https://openalex.org/W2514726310","https://openalex.org/W2518003110","https://openalex.org/W2765647290","https://openalex.org/W2801389612","https://openalex.org/W2808836420","https://openalex.org/W2890904471","https://openalex.org/W2912589244","https://openalex.org/W2937568364","https://openalex.org/W2947120611","https://openalex.org/W2948577801","https://openalex.org/W2982689699","https://openalex.org/W2997609629","https://openalex.org/W3089933773","https://openalex.org/W3102833601","https://openalex.org/W3111966292","https://openalex.org/W3120472694","https://openalex.org/W3137456979","https://openalex.org/W3165299285","https://openalex.org/W3194471921","https://openalex.org/W3210205149","https://openalex.org/W4205689482","https://openalex.org/W4210349096","https://openalex.org/W4220660292","https://openalex.org/W4220994253","https://openalex.org/W4228998153","https://openalex.org/W4235448891","https://openalex.org/W4281750882","https://openalex.org/W4285032067","https://openalex.org/W4296913260","https://openalex.org/W4306318628","https://openalex.org/W4310155374","https://openalex.org/W4313456794"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2043487344","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2328607849","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W4367173559"],"abstract_inverted_index":{"While":[0],"digital":[1],"twin":[2],"(DT)":[3],"research":[4,232],"matured":[5],"in":[6,12,77,101,227],"the":[7,57,62,65,68,83,102,113,123,138,147,212,216],"past":[8],"decade,":[9],"DT":[10,54,130,169,231],"applications":[11],"human-in-the-loop":[13],"(HITL)":[14],"systems":[15,19,23,28,43,148],"are":[16,26],"nascent.":[17],"HITL":[18,69,89,128],"differ":[20],"from":[21,53],"engineered":[22],"as":[24,196,237],"they":[25],"sociotechnical":[27],"(STSs)":[29],"that":[30,142],"rely":[31],"on":[32,88],"collaborating":[33],"teams":[34],"of":[35,85,107,116,137,187,200,206],"humans":[36],"for":[37,125,131,151,184],"making":[38],"safety-critical":[39],"operational":[40,182],"decisions.":[41],"Healthcare":[42],"(HSs),":[44],"an":[45,135],"archetypical":[46],"STS,":[47],"have":[48],"recently":[49],"attracted":[50],"increased":[51],"attention":[52],"research.":[55],"Nevertheless,":[56],"current":[58],"literature":[59],"greatly":[60],"overlooks":[61],"linkage":[63],"between":[64],"system":[66],"and":[67,75,105,112,156,171,179,204,239],"-":[70,80],"healthcare":[71],"providers":[72],"(i.e.,":[73],"doctors":[74],"nurses)":[76],"this":[78,120,163],"case":[79],"particularly":[81],"regarding":[82],"influence":[84,143],"work":[86],"demands":[87],"performance.":[90],"This":[91],"is":[92],"problematic":[93],"because":[94],"provider":[95,144,188,225],"performance":[96],"plays":[97],"a":[98,126,221],"crucial":[99],"role":[100],"overall":[103],"functionality":[104],"effectiveness":[106],"HSs.":[108,132],"Taking":[109],"providers\u2019":[110],"interests":[111],"long-term":[114],"sustainability":[115],"HSs":[117],"into":[118],"account,":[119],"paper":[121],"lays":[122],"foundation":[124],"conceptual":[127],"workload":[129,145,158,207],"We":[133,165],"provide":[134],"overview":[136],"complex":[139],"macroergonomic":[140],"factors":[141],"using":[146],"engineering":[149],"initiative":[150],"patient":[152],"safety":[153],"(SEIPS)":[154],"framework":[155,214],"discuss":[157,192],"quantification":[159,208],"methods":[160,173],"to":[161,177,218,233],"operationalize":[162],"information.":[164],"then":[166],"describe":[167],"how":[168],"modeling":[170],"twinning":[172],"can":[174],"be":[175],"leveraged":[176],"collect":[178],"utilize":[180],"relevant":[181],"data":[183,197],"proactive":[185],"management":[186],"workload.":[189],"Finally,":[190],"we":[191],"associated":[193],"challenges":[194],"such":[195,236],"collection,":[198],"establishment":[199],"necessary":[201],"feedback":[202],"mechanisms,":[203],"calibration":[205],"methods.":[209],"If":[210],"successful,":[211],"proposed":[213],"has":[215],"potential":[217],"effectively":[219],"address":[220],"pressing":[222],"national":[223],"issue:":[224],"burnout":[226],"HSs,":[228],"while":[229],"extending":[230],"other":[234],"STSs":[235],"air":[238],"rail":[240],"traffic":[241],"control.":[242]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
