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Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak
In this paper we evaluate the operational efficiency of the Brazilian airlines considering the novel coronavirus Covid-19 outbreak. This novel coronavirus was first reported end of 2019 in Wuhan, China, however the powerful contamination spread among people forced the World Health Organization to ch...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7676388/ https://www.ncbi.nlm.nih.gov/pubmed/33235408 http://dx.doi.org/10.1016/j.jairtraman.2020.101976 |
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author | Pereira, Deivison da Silveira Soares de Mello, João Carlos C.B. |
author_facet | Pereira, Deivison da Silveira Soares de Mello, João Carlos C.B. |
author_sort | Pereira, Deivison da Silveira |
collection | PubMed |
description | In this paper we evaluate the operational efficiency of the Brazilian airlines considering the novel coronavirus Covid-19 outbreak. This novel coronavirus was first reported end of 2019 in Wuhan, China, however the powerful contamination spread among people forced the World Health Organization to characterize the Covid-19 as a pandemic in March of 2020. Here we analyze the main Brazilian airlines operations response due to lower demand because Covid-19 outbreak in first quarter of 2020 comparing with first quarter of 2019. The analysis here aims to verify the efficiency of airlines in domestic air transport market in Brazil through Multicriteria Data Envelopment Analysis (MCDEA) model. We used MCDEA to avoid limitations of classical DEA models for the case, especially the numbers of decision units and variable. In this paper we used an improvement of the MCDEA model to seek benchmarks considering a dual model all objective functions of MCDEA. The results highlight the challenges for the airlines, due to flight restriction and demand dropping. And also, the evaluation exposes the different company configuration of aircrafts age and network reconfiguration which was reflected by the efficiency difference on the period. The assessment shows the company with a better mix of aircraft models has a leverage on efficiency response due to unpredictable period as the pandemic Covid-19 outbreak. |
format | Online Article Text |
id | pubmed-7676388 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76763882020-11-20 Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak Pereira, Deivison da Silveira Soares de Mello, João Carlos C.B. J Air Transp Manag Article In this paper we evaluate the operational efficiency of the Brazilian airlines considering the novel coronavirus Covid-19 outbreak. This novel coronavirus was first reported end of 2019 in Wuhan, China, however the powerful contamination spread among people forced the World Health Organization to characterize the Covid-19 as a pandemic in March of 2020. Here we analyze the main Brazilian airlines operations response due to lower demand because Covid-19 outbreak in first quarter of 2020 comparing with first quarter of 2019. The analysis here aims to verify the efficiency of airlines in domestic air transport market in Brazil through Multicriteria Data Envelopment Analysis (MCDEA) model. We used MCDEA to avoid limitations of classical DEA models for the case, especially the numbers of decision units and variable. In this paper we used an improvement of the MCDEA model to seek benchmarks considering a dual model all objective functions of MCDEA. The results highlight the challenges for the airlines, due to flight restriction and demand dropping. And also, the evaluation exposes the different company configuration of aircrafts age and network reconfiguration which was reflected by the efficiency difference on the period. The assessment shows the company with a better mix of aircraft models has a leverage on efficiency response due to unpredictable period as the pandemic Covid-19 outbreak. Elsevier Ltd. 2021-03 2020-11-19 /pmc/articles/PMC7676388/ /pubmed/33235408 http://dx.doi.org/10.1016/j.jairtraman.2020.101976 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Pereira, Deivison da Silveira Soares de Mello, João Carlos C.B. Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak |
title | Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak |
title_full | Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak |
title_fullStr | Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak |
title_full_unstemmed | Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak |
title_short | Efficiency evaluation of Brazilian airlines operations considering the Covid-19 outbreak |
title_sort | efficiency evaluation of brazilian airlines operations considering the covid-19 outbreak |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7676388/ https://www.ncbi.nlm.nih.gov/pubmed/33235408 http://dx.doi.org/10.1016/j.jairtraman.2020.101976 |
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