{"id":"https://openalex.org/W4410096623","doi":"https://doi.org/10.1177/00375497251337090","title":"A framework integrating discrete event simulation and data envelopment analysis to evaluate resource configuration performance in discrete systems","display_name":"A framework integrating discrete event simulation and data envelopment analysis to evaluate resource configuration performance in discrete systems","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410096623","doi":"https://doi.org/10.1177/00375497251337090"},"language":"en","primary_location":{"id":"doi:10.1177/00375497251337090","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00375497251337090","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","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/A5069239447","display_name":"Ruzelan Khalid","orcid":"https://orcid.org/0000-0002-4283-0737"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Ruzelan Khalid","raw_affiliation_strings":["Institute of Strategic Industrial Decision Modelling, School of Quantitative Sciences, Universiti Utara Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Institute of Strategic Industrial Decision Modelling, School of Quantitative Sciences, Universiti Utara Malaysia, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025268321","display_name":"Mohd Kamal Mohd Nawawi","orcid":"https://orcid.org/0000-0003-4447-9941"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Kamal Mohd Nawawi","raw_affiliation_strings":["Institute of Strategic Industrial Decision Modelling, School of Quantitative Sciences, Universiti Utara Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Institute of Strategic Industrial Decision Modelling, School of Quantitative Sciences, Universiti Utara Malaysia, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003305697","display_name":"Razamin Ramli","orcid":"https://orcid.org/0000-0002-0445-9033"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Razamin Ramli","raw_affiliation_strings":["Institute of Strategic Industrial Decision Modelling, School of Quantitative Sciences, Universiti Utara Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Institute of Strategic Industrial Decision Modelling, School of Quantitative Sciences, Universiti Utara Malaysia, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075221324","display_name":"Nurhanis Ishak","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nurhanis Ishak","raw_affiliation_strings":["Faculty of Management and Information Technology, Universiti Sultan Azlan Shah, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Management and Information Technology, Universiti Sultan Azlan Shah, Malaysia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093279670","display_name":"Nur Fatihah Sakari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nur Fatihah Sakari","raw_affiliation_strings":["Intel Corporation, Malaysia"],"affiliations":[{"raw_affiliation_string":"Intel Corporation, Malaysia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069239447"],"corresponding_institution_ids":["https://openalex.org/I94625822"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12618211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"101","issue":"10","first_page":"1003","last_page":"1026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9955000281333923,"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/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9955000281333923,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9714000225067139,"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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9498000144958496,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.8650000095367432},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.6982138752937317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5833505392074585},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5785395503044128},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4852714240550995},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3890610933303833},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2060147225856781},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.17149245738983154},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.17050570249557495},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1604231894016266}],"concepts":[{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.8650000095367432},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.6982138752937317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5833505392074585},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5785395503044128},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4852714240550995},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3890610933303833},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2060147225856781},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.17149245738983154},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.17050570249557495},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1604231894016266},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/00375497251337090","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00375497251337090","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7743541601","display_name":null,"funder_award_id":"FRGS/1/2019/STG06/UUM/03/1","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"}],"funders":[{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W953933905","https://openalex.org/W1553883718","https://openalex.org/W1587663028","https://openalex.org/W1997650073","https://openalex.org/W2010858721","https://openalex.org/W2024055673","https://openalex.org/W2026496668","https://openalex.org/W2047808226","https://openalex.org/W2059445798","https://openalex.org/W2076452041","https://openalex.org/W2088756387","https://openalex.org/W2129763896","https://openalex.org/W2133511976","https://openalex.org/W2471875223","https://openalex.org/W2506753585","https://openalex.org/W2514185994","https://openalex.org/W2800328009","https://openalex.org/W2904266978","https://openalex.org/W2909094368","https://openalex.org/W2909943935","https://openalex.org/W2929023668","https://openalex.org/W2944040945","https://openalex.org/W2948452543","https://openalex.org/W2971341833","https://openalex.org/W2981208993","https://openalex.org/W2994343031","https://openalex.org/W3000584983","https://openalex.org/W3026616200","https://openalex.org/W3042439429","https://openalex.org/W3048441698","https://openalex.org/W3096518276","https://openalex.org/W3096769845","https://openalex.org/W3161893426","https://openalex.org/W3165529733","https://openalex.org/W3169163490","https://openalex.org/W3217118443","https://openalex.org/W4205533832","https://openalex.org/W4206433351","https://openalex.org/W4210938713","https://openalex.org/W4211161293","https://openalex.org/W4221031394","https://openalex.org/W4254777883","https://openalex.org/W4283757933","https://openalex.org/W4300293009","https://openalex.org/W4300507452","https://openalex.org/W4304136707","https://openalex.org/W4320035638","https://openalex.org/W4383112358","https://openalex.org/W4383313134","https://openalex.org/W4386633929","https://openalex.org/W4401869705","https://openalex.org/W6608191100"],"related_works":["https://openalex.org/W2801360836","https://openalex.org/W2788818439","https://openalex.org/W4242840380","https://openalex.org/W2161787861","https://openalex.org/W2763128665","https://openalex.org/W4232702346","https://openalex.org/W2143568742","https://openalex.org/W1997483715","https://openalex.org/W3149977150","https://openalex.org/W2170887603"],"abstract_inverted_index":{"One":[0],"technique":[1],"to":[2,25,112,152,164],"measure":[3],"system":[4,143,196],"performance":[5,57,197],"is":[6,137],"using":[7],"discrete":[8],"event":[9],"simulation":[10],"(DES),":[11],"which":[12],"models":[13],"organizational":[14],"structures":[15],"and":[16,59,84,92,103,106,133,142,171,186,198],"behavior.":[17],"DES":[18,44,83,101],"also":[19],"allows":[20],"testing":[21],"of":[22,56,89],"resource":[23,60,68,135,150,166,199],"configurations":[24,151],"assess":[26],"their":[27,33,90],"impact":[28],"on":[29],"performance.":[30,144],"To":[31,74,114],"evaluate":[32],"efficiency,":[34],"data":[35,97],"envelopment":[36],"analysis":[37,55,88],"(DEA)":[38],"can":[39],"be":[40],"used.":[41],"However,":[42],"current":[43],"software":[45],"does":[46],"not":[47],"automate":[48],"DEA":[49,85,104],"for":[50,86,139,193],"efficiency":[51],"evaluation,":[52],"requiring":[53],"separate":[54],"measures":[58],"efficiency.":[61,179],"This":[62],"complicates":[63],"finding":[64],"the":[65,116,154,161,176],"most":[66,155],"efficient":[67,156],"configuration,":[69],"especially":[70],"in":[71,121],"healthcare":[72],"systems.":[73],"address":[75],"this,":[76],"this":[77],"paper":[78],"proposes":[79],"a":[80,118,183],"framework":[81,95,181],"combining":[82],"simpler":[87],"inputs":[91,105],"outputs.":[93],"The":[94,145,158,180],"automates":[96],"transfer":[98],"mechanisms":[99],"between":[100],"outputs":[102],"implements":[107],"an":[108,122],"integrated":[109],"computational":[110],"approach":[111],"DEA.":[113],"validate":[115],"framework,":[117],"case":[119,146],"study":[120,147],"emergency":[123],"department":[124],"was":[125],"conducted,":[126],"where":[127],"complex":[128],"interconnected":[129],"processes":[130],"are":[131],"common,":[132],"optimizing":[134,195],"allocation":[136],"critical":[138],"patient":[140],"care":[141],"analyzed":[148],"35":[149],"identify":[153,168],"one.":[157],"results":[159],"demonstrated":[160],"framework\u2019s":[162],"potential":[163],"simplify":[165],"analysis,":[167],"optimal":[169],"configurations,":[170],"enhance":[172],"decision-making,":[173],"thereby":[174],"improving":[175],"system\u2019s":[177],"operational":[178],"provides":[182],"robust,":[184],"portable,":[185],"scalable":[187],"solution":[188],"applicable":[189],"across":[190],"diverse":[191],"industries":[192],"effectively":[194],"allocation.":[200]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
