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Performance of Fuzzy Multi-Criteria Decision Analysis of Emergency System in COVID-19 Pandemic. An Extensive Narrative Review

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  • Vicente Javier Clemente-Suárez

    (Faculty of Sports Sciences, Universidad Europea de Madrid, Tajo Street, s/n, 28670 Madrid, Spain
    Grupo de Investigación en Cultura, Educación y Sociedad, Universidad de la Costa, Barranquilla 080002, Colombia
    Studies Centre in Applied Combat (CESCA), 45007 Toledo, Spain)

  • Eduardo Navarro-Jiménez

    (Grupo de investigacion en Microbiologia y Biotecnologia (IMB), Universidad Libre, Barranquilla 08002, Colombia)

  • Pablo Ruisoto

    (Department of Health Sciences, Public University of Navarre, 31006 Pamplona, Spain)

  • Athanasios A. Dalamitros

    (Laboratory of Evaluation of Human Biological Performance, School of Physical Education and Sport Sciences, Aristotle University of Thessaloniki, 57001 Thessaloniki, Greece)

  • Ana Isabel Beltran-Velasco

    (Education Department, Universidad Antonio de Nebrija, 28240 Madrid, Spain)

  • Alberto Hormeño-Holgado

    (Studies Centre in Applied Combat (CESCA), 45007 Toledo, Spain)

  • Carmen Cecilia Laborde-Cárdenas

    (Vicerrectoría De Investigación e Innovación, Universidad Simón Bolívar, Barranquilla 080005, Colombia)

  • Jose Francisco Tornero-Aguilera

    (Faculty of Sports Sciences, Universidad Europea de Madrid, Tajo Street, s/n, 28670 Madrid, Spain
    Studies Centre in Applied Combat (CESCA), 45007 Toledo, Spain)

Abstract

The actual coronavirus disease 2019 (COVID-19) pandemic has led to the limit of emergency systems worldwide, leading to the collapse of health systems, police, first responders, as well as other areas. Various ways of dealing with this world crisis have been proposed from many aspects, with fuzzy multi-criteria decision analysis being a method that can be applied to a wide range of emergency systems and professional groups, aiming to confront several associated issues and challenges. The purpose of this critical review was to discuss the basic principles, present current applications during the first pandemic wave, and propose future implications of this methodology. For this purpose, both primary sources, such as scientific articles, and secondary ones, such as bibliographic indexes, web pages, and databases, were used. The main search engines were PubMed, SciELO, and Google Scholar. The method was a systematic literature review of the available literature regarding the performance of the fuzzy multi-criteria decision analysis of emergency systems in the COVID-19 pandemic. The results of this study highlight the importance of the fuzzy multi-criteria decision analysis method as a beneficial tool for healthcare workers and first responders’ emergency professionals to face this pandemic as well as to manage the created uncertainty and its related risks.

Suggested Citation

  • Vicente Javier Clemente-Suárez & Eduardo Navarro-Jiménez & Pablo Ruisoto & Athanasios A. Dalamitros & Ana Isabel Beltran-Velasco & Alberto Hormeño-Holgado & Carmen Cecilia Laborde-Cárdenas & Jose Fran, 2021. "Performance of Fuzzy Multi-Criteria Decision Analysis of Emergency System in COVID-19 Pandemic. An Extensive Narrative Review," IJERPH, MDPI, vol. 18(10), pages 1-12, May.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:10:p:5208-:d:554366
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    References listed on IDEAS

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    Cited by:

    1. Fausto Famà & Roberto Lo Giudice & Gaetano Di Vita & João Paulo Mendes Tribst & Giorgio Lo Giudice & Alessandro Sindoni, 2021. "COVID-19 and the Impact on the Cranio-Oro-Facial Trauma Care in Italy: An Epidemiological Retrospective Cohort Study," IJERPH, MDPI, vol. 18(13), pages 1-9, July.
    2. Vicente Javier Clemente-Suárez & Laura Redondo-Flórez & Alejandro Rubio-Zarapuz & Ismael Martínez-Guardado & Eduardo Navarro-Jiménez & José Francisco Tornero-Aguilera, 2022. "Nutritional and Exercise Interventions in Cancer-Related Cachexia: An Extensive Narrative Review," IJERPH, MDPI, vol. 19(8), pages 1-27, April.
    3. Marina B. Martínez-González & Diana Carolina Pérez-Pedraza & Judys Alfaro-Álvarez & Claudia Reyes-Cervantes & María González-Malabet & Vicente Javier Clemente-Suárez, 2021. "Women Facing Psychological Abuse: How Do They Respond to Maternal Identity Humiliation and Body Shaming?," IJERPH, MDPI, vol. 18(12), pages 1-17, June.
    4. Vicente Javier Clemente-Suárez & Marina Begoña Martínez-González & Juan Camilo Benitez-Agudelo & Eduardo Navarro-Jiménez & Ana Isabel Beltran-Velasco & Pablo Ruisoto & Esperanza Diaz Arroyo & Carmen C, 2021. "The Impact of the COVID-19 Pandemic on Mental Disorders. A Critical Review," IJERPH, MDPI, vol. 18(19), pages 1-25, September.
    5. Vicente Javier Clemente-Suárez & Eduardo Navarro-Jiménez & Juan Antonio Simón-Sanjurjo & Ana Isabel Beltran-Velasco & Carmen Cecilia Laborde-Cárdenas & Juan Camilo Benitez-Agudelo & Álvaro Bustamante-, 2022. "Mis–Dis Information in COVID-19 Health Crisis: A Narrative Review," IJERPH, MDPI, vol. 19(9), pages 1-24, April.
    6. Alvaro Bustamante-Sanchez & Bella Esperanza Villegas-Mora & Ismael Martínez-Guardado & Jose Francisco Tornero-Aguilera & Luca Paolo Ardigò & Hadi Nobari & Vicente Javier Clemente-Suárez, 2022. "Physical Activity and Nutritional Pattern Related to Maturation and Development," Sustainability, MDPI, vol. 14(24), pages 1-22, December.

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