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...

Full description

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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oai_identifier_str oai:repositorio.cuc.edu.co:11323/7324
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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
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dc.type.version.spa.fl_str_mv info:eu-repo/semantics/acceptedVersion
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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
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rights_invalid_str_mv CC0 1.0 Universal
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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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spelling 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). 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