A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study
Performance evaluation is relevant for supporting managerial decisions related to the improvement of public emergency departments (EDs). As di®erent criteria from ED context and several alternatives need to be considered, selecting a suitable Multicriteria Decision-Making (MCDM) approach has become...
- Autores:
-
Ortiz Barrios, Miguel Angel
Alfaro-Saiz, Juan-Jose
- Tipo de recurso:
- http://purl.org/coar/resource_type/c_816b
- Fecha de publicación:
- 2020
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/7324
- Acceso en línea:
- https://hdl.handle.net/11323/7324
https://doi.org/10.1142/S0219622020500364
https://repositorio.cuc.edu.co/
- Palabra clave:
- Emergency departments
Fuzzy AHP
Fuzzy DEMATEL
TOPSIS
Performance evaluation
- Rights
- openAccess
- License
- CC0 1.0 Universal
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|
dc.title.spa.fl_str_mv |
A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study |
title |
A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study |
spellingShingle |
A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study Emergency departments Fuzzy AHP Fuzzy DEMATEL TOPSIS Performance evaluation |
title_short |
A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study |
title_full |
A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study |
title_fullStr |
A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study |
title_full_unstemmed |
A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study |
title_sort |
A hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case study |
dc.creator.fl_str_mv |
Ortiz Barrios, Miguel Angel Alfaro-Saiz, Juan-Jose |
dc.contributor.author.spa.fl_str_mv |
Ortiz Barrios, Miguel Angel Alfaro-Saiz, Juan-Jose |
dc.subject.spa.fl_str_mv |
Emergency departments Fuzzy AHP Fuzzy DEMATEL TOPSIS Performance evaluation |
topic |
Emergency departments Fuzzy AHP Fuzzy DEMATEL TOPSIS Performance evaluation |
description |
Performance evaluation is relevant for supporting managerial decisions related to the improvement of public emergency departments (EDs). As di®erent criteria from ED context and several alternatives need to be considered, selecting a suitable Multicriteria Decision-Making (MCDM) approach has become a crucial step for ED performance evaluation. Although some methodologies have been proposed to address this challenge, a more complete approach is still lacking. This paper bridges this gap by integrating three potent MCDM methods. First, the Fuzzy Analytic Hierarchy Process (FAHP) is used to determine the criteria and sub-criteria weights under uncertainty, followed by the interdependence evaluation via fuzzy DecisionMaking Trial and Evaluation Laboratory (FDEMATEL). The fuzzy logic is merged with AHP and DEMATEL to illustrate vague judgments. Finally, the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) is used for ranking EDs. This approach is validated in a real 3-ED cluster. The results revealed the critical role of Infrastructure (21.5%) in ED performance and the interactive nature of Patient safety (C þ R ¼ 12:771). Furthermore, this paper evidences the weaknesses to be tackled for upgrading the performance of each ED. |
publishDate |
2020 |
dc.date.accessioned.none.fl_str_mv |
2020-11-18T15:18:33Z |
dc.date.available.none.fl_str_mv |
2020-11-18T15:18:33Z |
dc.date.issued.none.fl_str_mv |
2020-10-05 |
dc.date.embargoEnd.none.fl_str_mv |
2021-10-05 |
dc.type.spa.fl_str_mv |
Pre-Publicación |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_816b |
dc.type.content.spa.fl_str_mv |
Text |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/preprint |
dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ARTOTR |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/acceptedVersion |
format |
http://purl.org/coar/resource_type/c_816b |
status_str |
acceptedVersion |
dc.identifier.issn.spa.fl_str_mv |
0219-6220 |
dc.identifier.uri.spa.fl_str_mv |
https://hdl.handle.net/11323/7324 |
dc.identifier.doi.spa.fl_str_mv |
https://doi.org/10.1142/S0219622020500364 |
dc.identifier.instname.spa.fl_str_mv |
Corporación Universidad de la Costa |
dc.identifier.reponame.spa.fl_str_mv |
REDICUC - Repositorio CUC |
dc.identifier.repourl.spa.fl_str_mv |
https://repositorio.cuc.edu.co/ |
identifier_str_mv |
0219-6220 Corporación Universidad de la Costa REDICUC - Repositorio CUC |
url |
https://hdl.handle.net/11323/7324 https://doi.org/10.1142/S0219622020500364 https://repositorio.cuc.edu.co/ |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.rights.spa.fl_str_mv |
CC0 1.0 Universal |
dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/publicdomain/zero/1.0/ |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.coar.spa.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
rights_invalid_str_mv |
CC0 1.0 Universal http://creativecommons.org/publicdomain/zero/1.0/ http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
dc.format.mimetype.spa.fl_str_mv |
application/pdf |
dc.publisher.spa.fl_str_mv |
Corporación Universidad de la Costa |
dc.source.spa.fl_str_mv |
International Journal of Information Technology and Decision Making |
institution |
Corporación Universidad de la Costa |
dc.source.url.spa.fl_str_mv |
https://www.worldscientific.com/doi/10.1142/S0219622020500364 |
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Ortiz Barrios, Miguel AngelAlfaro-Saiz, Juan-Jose2020-11-18T15:18:33Z2020-11-18T15:18:33Z2020-10-052021-10-050219-6220https://hdl.handle.net/11323/7324https://doi.org/10.1142/S0219622020500364Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Performance evaluation is relevant for supporting managerial decisions related to the improvement of public emergency departments (EDs). As di®erent criteria from ED context and several alternatives need to be considered, selecting a suitable Multicriteria Decision-Making (MCDM) approach has become a crucial step for ED performance evaluation. Although some methodologies have been proposed to address this challenge, a more complete approach is still lacking. This paper bridges this gap by integrating three potent MCDM methods. First, the Fuzzy Analytic Hierarchy Process (FAHP) is used to determine the criteria and sub-criteria weights under uncertainty, followed by the interdependence evaluation via fuzzy DecisionMaking Trial and Evaluation Laboratory (FDEMATEL). The fuzzy logic is merged with AHP and DEMATEL to illustrate vague judgments. Finally, the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) is used for ranking EDs. This approach is validated in a real 3-ED cluster. The results revealed the critical role of Infrastructure (21.5%) in ED performance and the interactive nature of Patient safety (C þ R ¼ 12:771). Furthermore, this paper evidences the weaknesses to be tackled for upgrading the performance of each ED.Ortiz Barrios, Miguel Angel-will be generated-orcid-0000-0001-6890-7547-600Alfaro-Saiz, Juan-Jose-will be generated-orcid-0000-0003-2587-6853-600application/pdfengCorporación Universidad de la CostaCC0 1.0 Universalhttp://creativecommons.org/publicdomain/zero/1.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2International Journal of Information Technology and Decision Makinghttps://www.worldscientific.com/doi/10.1142/S0219622020500364Emergency departmentsFuzzy AHPFuzzy DEMATELTOPSISPerformance evaluationA hybrid fuzzy multi-criteria decision-making model to evaluate the overall performance of public emergency departments: a case studyPre-Publicaciónhttp://purl.org/coar/resource_type/c_816bTextinfo:eu-repo/semantics/preprinthttp://purl.org/redcol/resource_type/ARTOTRinfo:eu-repo/semantics/acceptedVersionPublicationORIGINALA Hybrid Fuzzy Multi-Criteria 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