Emergency department performance evaluation by an integrated simulation and interval type-2 fuzzy MCDM-based scenario analysis

MakaleYalnız künyeScopus SJRQ1
  • SDG 3 · Sağlık ve Kaliteli Yaşam

Özet

Emergency departments (EDs) have an important position in healthcare system environment because of their serviceability to the patients with several illnesses and injuries at all hours of the day and night. Therefore, efficient management of these departments by executives and service providers is only possible with effective tools such as simulation. The concept of multiple criteria decision-making (MCDM) is applicable by computer simulation for decision analysis and performance evaluation of an ED. This study proposes an integration of computer simulation, MCDM methods of interval type-2 fuzzy analytic hierarchy process (IT2FAHP), and ELECTRE for an ED system in a university hospital. Due to the high uncertainty in ED operations, interval type-2 fuzzy sets (IT2FSs) are used in MCDM process. Consequently, the integrated method can be used as a useful tool to evaluate the ED performance and select the best scenario considering different numbers of nurses and doctors for three shifts.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/munzur/3975Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1504/ejie.2016.075846Yayıncı resmi DOI adresi
İndeks kayıtları
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WoS
36
OpenAlex
42
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorGul, Muhammet
dc.contributor.authorCelik, Erkan
dc.contributor.authorGumus, Alev Taskin
dc.contributor.authorGuneri, Ali Fuat
dc.date.accessioned2026-10-28T14:58:45.394039663Z
dc.date.available2026-10-28T14:58:45.394039663Z
dc.date.issued2016
dc.description.abstractEmergency departments (EDs) have an important position in healthcare system environment because of their serviceability to the patients with several illnesses and injuries at all hours of the day and night. Therefore, efficient management of these departments by executives and service providers is only possible with effective tools such as simulation. The concept of multiple criteria decision-making (MCDM) is applicable by computer simulation for decision analysis and performance evaluation of an ED. This study proposes an integration of computer simulation, MCDM methods of interval type-2 fuzzy analytic hierarchy process (IT2FAHP), and ELECTRE for an ED system in a university hospital. Due to the high uncertainty in ED operations, interval type-2 fuzzy sets (IT2FSs) are used in MCDM process. Consequently, the integrated method can be used as a useful tool to evaluate the ED performance and select the best scenario considering different numbers of nurses and doctors for three shifts.
dc.identifier.doi10.1504/ejie.2016.075846
dc.identifier.eissn1751-5262
dc.identifier.endpage223
dc.identifier.issn1751-5254
dc.identifier.issue2
dc.identifier.startpage196
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/3975
dc.identifier.volume10
dc.identifier.wosWOS:000376179400003
dc.language.isoen
dc.publisherINDERSCIENCE ENTERPRISES LTD
dc.relation.ispartofEUROPEAN JOURNAL OF INDUSTRIAL ENGINEERING
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectemergency department
dc.subjectcomputer simulation
dc.subjectmultiple criteria decision-making
dc.subjectMCDM
dc.subjectinterval type-2 fuzzy sets
dc.subjectIT2FSs
dc.subject.classificationEngineering, Industrial
dc.subject.classificationOperations Research & Management Science
dc.subject.classificationEngineering
dc.subject.otherCOMPUTER-SIMULATION
dc.subject.otherCUSTOMER SATISFACTION
dc.subject.otherDECISION-MAKING
dc.subject.otherSYSTEM
dc.subject.otherCARE
dc.subject.otherDEA
dc.titleEmergency department performance evaluation by an integrated simulation and interval type-2 fuzzy MCDM-based scenario analysis
dc.typeArticle
rdl.citation.openalex42
rdl.citation.wos36
rdl.oa.statusclosed
rdl.scopus.quartileQ1
rdl.sdgSDG03
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)