{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T03:06:54Z","timestamp":1776136014369,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-009"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-001"}],"funder":[{"DOI":"10.13039\/501100000024","name":"Canadian Institutes of Health Research","doi-asserted-by":"publisher","award":["OV4-170646"],"award-info":[{"award-number":["OV4-170646"]}],"id":[{"id":"10.13039\/501100000024","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009663","name":"University Health Network","doi-asserted-by":"publisher","award":["GCS: 111163.1"],"award-info":[{"award-number":["GCS: 111163.1"]}],"id":[{"id":"10.13039\/100009663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Eng. Manage."],"published-print":{"date-parts":[[2023,8]]},"DOI":"10.1109\/tem.2022.3195813","type":"journal-article","created":{"date-parts":[[2022,8,25]],"date-time":"2022-08-25T18:37:37Z","timestamp":1661452657000},"page":"2931-2943","source":"Crossref","is-referenced-by-count":26,"title":["An Agent-Based Modeling and Virtual Reality Application Using Distributed Simulation: Case of a COVID-19 Intensive Care Unit"],"prefix":"10.1109","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5246-8102","authenticated-orcid":false,"given":"Jalal","family":"Possik","sequence":"first","affiliation":[{"name":"School of Administrative Studies and Advanced Disaster, Emergency and Rapid Response Simulation, York University, Toronto, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6253-1021","authenticated-orcid":false,"given":"Ali","family":"Asgary","sequence":"additional","affiliation":[{"name":"School of Administrative Studies and Advanced Disaster, Emergency and Rapid Response Simulation, York University, Toronto, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9166-3365","authenticated-orcid":false,"given":"Adriano O.","family":"Solis","sequence":"additional","affiliation":[{"name":"School of Administrative Studies and Advanced Disaster, Emergency and Rapid Response Simulation, York University, Toronto, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7726-1725","authenticated-orcid":false,"given":"Gregory","family":"Zacharewicz","sequence":"additional","affiliation":[{"name":"Laboratoire des Sciences des Risques, Institut Mines-Telecom&#x2014;&#x00C9;cole des Mines d&#x0027;Al&#x00E8;s, Al&#x00E8;s, France"}]},{"given":"Mohammad A.","family":"Shafiee","sequence":"additional","affiliation":[{"name":"Department of Medicine, Toronto General Hospital, Toronto, ON, Canada"}]},{"given":"Mahdi M.","family":"Najafabadi","sequence":"additional","affiliation":[{"name":"Advanced Disaster, Emergency and Rapid Response Simulation, York University, Toronto, ON, Canada"}]},{"given":"Nazanin","family":"Nadri","sequence":"additional","affiliation":[{"name":"Advanced Disaster, Emergency and Rapid Response Simulation, York University, Toronto, ON, Canada"}]},{"given":"Abel","family":"Guimaraes","sequence":"additional","affiliation":[{"name":"Advanced Disaster, Emergency and Rapid Response Simulation, York University, Toronto, ON, Canada"}]},{"given":"Hossein","family":"Iranfar","sequence":"additional","affiliation":[{"name":"Faculty of Computer Engineering, K. N. Toosi University of Technology, Tehran, Iran"}]},{"given":"Philip","family":"Ma","sequence":"additional","affiliation":[{"name":"Critical Care&#x002F;Respiratory Therapy Unit, Toronto General Hospital, Toronto, ON, Canada"}]},{"given":"Christie M.","family":"Lee","sequence":"additional","affiliation":[{"name":"Critical Care Medicine Unit, Sinai Health System, Toronto, ON, Canada"}]},{"given":"Mohammadali","family":"Tofighi","sequence":"additional","affiliation":[{"name":"Advanced Disaster, Emergency and Rapid Response Simulation, York University, Toronto, ON, Canada"}]},{"given":"Mehdi","family":"Aarabi","sequence":"additional","affiliation":[{"name":"Department of Medicine, Toronto General Hospital, Toronto, ON, Canada"}]},{"given":"Simon","family":"Gorecki","sequence":"additional","affiliation":[{"name":"Lab IMS UMR CNRS 5218, University of Bordeaux, Talence, France"}]},{"given":"Jianhong","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Statistics and ADERSIM, York University, Toronto, ON, Canada"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2018.10.025"},{"key":"ref12","article-title":"Roles of innovation leadership on using big data analytics to establish resilient healthcare supply chains to combat the covid-19 pandemic: A multimethodological study","author":"bag","year":"2021","journal-title":"IEEE Trans Eng Manage"},{"key":"ref15","article-title":"Developing a fire response simulation test bench based on NFID. Project report submitted to the Canadian Association of fire chiefs","author":"solis","year":"2018"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2018.8632528"},{"key":"ref11","article-title":"Exploring the effects of data-driven hospital operations on operational performance from the resource orchestration theory perspective","author":"yu","year":"2021","journal-title":"IEEE Trans Eng Manage"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2019.02.002"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2016.7822191"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.46354\/i3m.2019.dhss.007"},{"key":"ref19","first-page":"77","article-title":"Distributed simulation&#x2013;a connection vector among Romanian joint national training center and simulation training centers during large-scale training exercises","volume":"8","author":"tamas","year":"2017","journal-title":"Journal of Defense Resources Management"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1177\/0037549719829828"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3390\/su12125204"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1186\/s12889-020-10153-1"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-020-05743-y"},{"key":"ref48","article-title":"Interim guidance on developing a covid-19 case investigation & contact tracing plan (close contact)","year":"2020"},{"key":"ref47","article-title":"Generating simulation-based contacts matrices for disease transmission modelling at special settings","author":"najafabadi","year":"2021","journal-title":"arxiv 210110224"},{"key":"ref42","year":"2021","journal-title":"Microsoft Azure"},{"key":"ref41","author":"frijters","year":"2014"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/0025-5564(95)92756-5"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.106039"},{"key":"ref49","first-page":"76","article-title":"Use of virtual reality for training on procedures in an intensive care unit during the COVID-19 pandemic","author":"asgary","year":"0","journal-title":"Proc 10th Int Workshop Innov Simul Healthcare"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/DS-RT52167.2021.9576149"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-020-02540-4"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1287\/msom.2019.0817"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44733-8_51"},{"key":"ref3","article-title":"Profiling the research landscape in emerging areas using bibliometrics and text mining: A case study of biomedical engineering (BME) in Thailand","volume":"14","author":"gerdsri","year":"2017","journal-title":"Journal of technology management &amp; innovation"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-5885-2_3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.4018\/IJPHIM.2019010106"},{"key":"ref40","year":"2021"},{"key":"ref35","author":"grigoryev","year":"2018","journal-title":"AnyLogic 8 in Three Days"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0259970"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2016.2596099"},{"key":"ref36","article-title":"Se Lib&#x00E9;rer Des Troubles Anxieux Par La R&#x00E9;alit&#x00E9; Virtuelle, Collection Eyrolles Pratique, Editions Eyrolles","author":"malbos","year":"2017"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1057\/jos.2016.7"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1177\/003754979907300505"},{"key":"ref33","article-title":"Assessing supply chain resilience during the pandemic using network analysis","author":"choudhary","year":"2021","journal-title":"IEEE Trans Eng Manage"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1057\/jos.2010.3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1080\/0740817X.2012.763002"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-007-9084-2"},{"key":"ref39","year":"2020"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.52842\/conf.caadria.2018.1.473"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/WETICE.2019.00033"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1243991.1243992"},{"key":"ref26","first-page":"1","article-title":"Security in simulation&#x2014;New Authorization opportunities in HLA 4","author":"m\u00f6ller","year":"2021","journal-title":"Proc Virtual Simul Innov Workshop"},{"key":"ref25","author":"kuhl","year":"1999","journal-title":"Creating Computer Simulation Systems An Introduction to the High Level Architecture"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21455-4_1"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/su12176969"},{"key":"ref21","first-page":"9","article-title":"On the integration of HLA and FMI for supporting interoperability and reusability in distributed simulation","author":"garro","year":"2015","journal-title":"Proc Symp Theory Model Simul DEVS Integr M&S Symp"},{"key":"ref28","article-title":"Contribution to a methodology and a co-simulation framework assessing the impact of lean on manufacturing performance","author":"possik","year":"2019"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2018.08.393"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1177\/0037549708092833"}],"container-title":["IEEE Transactions on Engineering Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/17\/10155273\/09861777.pdf?arnumber=9861777","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T19:02:11Z","timestamp":1689015731000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9861777\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8]]},"references-count":50,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tem.2022.3195813","relation":{},"ISSN":["0018-9391","1558-0040"],"issn-type":[{"value":"0018-9391","type":"print"},{"value":"1558-0040","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8]]}}}