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Hazardous infectious waste collection and government aid distribution during COVID-19: A robust mathematical leader-follower model approach

The outbreak of COVID-19 has posed significant challenges to governments across the world. The increase in hazardous infectious waste (HIW) caused by the pandemic is associated with the risk of transmitting the virus. In this study, hazardous waste includes infectious waste generated both by individ...

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Autores principales: Valizadeh, Jaber, Hafezalkotob, Ashkan, Seyed Alizadeh, Seyed Mehdi, Mozafari, Peyman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7908920/
https://www.ncbi.nlm.nih.gov/pubmed/33654655
http://dx.doi.org/10.1016/j.scs.2021.102814
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author Valizadeh, Jaber
Hafezalkotob, Ashkan
Seyed Alizadeh, Seyed Mehdi
Mozafari, Peyman
author_facet Valizadeh, Jaber
Hafezalkotob, Ashkan
Seyed Alizadeh, Seyed Mehdi
Mozafari, Peyman
author_sort Valizadeh, Jaber
collection PubMed
description The outbreak of COVID-19 has posed significant challenges to governments across the world. The increase in hazardous infectious waste (HIW) caused by the pandemic is associated with the risk of transmitting the virus. In this study, hazardous waste includes infectious waste generated both by individuals and by hospitals during the COVID-19 pandemic. To control the outbreak by maintaining social distance and home quarantine protocols, daily necessities and health supplies must be provided to the people affected. Governments play an essential role in the management of the crisis, creating an elaborate plan for collecting HIW and providing necessities and health supplies. This paper proposes a leader-follower approach for hazardous infectious waste collection and government aid distribution to control COVID-19. At the top level of the model, government policies are designed to support people by distributing daily necessities and health supplies, and to support contractors by waste collection. The lower level of the model is related to the operational decisions of contractors with limited capacities. Due to the potential risk of virus transmission via contaminated waste, the proposed model considers the complications imposed on contractors at the lower level. Applying a stochastic programming approach, four possible scenarios are examined, dependent of the severity of the outbreak. As a solution approach, the Benders decomposition method is combined with Karush-Kuhn-Tucker conditions. The results show that government support, in addition to much better management of citizen demand, can control the spread of the virus by implementing quarantine decisions.
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spelling pubmed-79089202021-02-26 Hazardous infectious waste collection and government aid distribution during COVID-19: A robust mathematical leader-follower model approach Valizadeh, Jaber Hafezalkotob, Ashkan Seyed Alizadeh, Seyed Mehdi Mozafari, Peyman Sustain Cities Soc Article The outbreak of COVID-19 has posed significant challenges to governments across the world. The increase in hazardous infectious waste (HIW) caused by the pandemic is associated with the risk of transmitting the virus. In this study, hazardous waste includes infectious waste generated both by individuals and by hospitals during the COVID-19 pandemic. To control the outbreak by maintaining social distance and home quarantine protocols, daily necessities and health supplies must be provided to the people affected. Governments play an essential role in the management of the crisis, creating an elaborate plan for collecting HIW and providing necessities and health supplies. This paper proposes a leader-follower approach for hazardous infectious waste collection and government aid distribution to control COVID-19. At the top level of the model, government policies are designed to support people by distributing daily necessities and health supplies, and to support contractors by waste collection. The lower level of the model is related to the operational decisions of contractors with limited capacities. Due to the potential risk of virus transmission via contaminated waste, the proposed model considers the complications imposed on contractors at the lower level. Applying a stochastic programming approach, four possible scenarios are examined, dependent of the severity of the outbreak. As a solution approach, the Benders decomposition method is combined with Karush-Kuhn-Tucker conditions. The results show that government support, in addition to much better management of citizen demand, can control the spread of the virus by implementing quarantine decisions. Elsevier Ltd. 2021-06 2021-02-26 /pmc/articles/PMC7908920/ /pubmed/33654655 http://dx.doi.org/10.1016/j.scs.2021.102814 Text en © 2021 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
Valizadeh, Jaber
Hafezalkotob, Ashkan
Seyed Alizadeh, Seyed Mehdi
Mozafari, Peyman
Hazardous infectious waste collection and government aid distribution during COVID-19: A robust mathematical leader-follower model approach
title Hazardous infectious waste collection and government aid distribution during COVID-19: A robust mathematical leader-follower model approach
title_full Hazardous infectious waste collection and government aid distribution during COVID-19: A robust mathematical leader-follower model approach
title_fullStr Hazardous infectious waste collection and government aid distribution during COVID-19: A robust mathematical leader-follower model approach
title_full_unstemmed Hazardous infectious waste collection and government aid distribution during COVID-19: A robust mathematical leader-follower model approach
title_short Hazardous infectious waste collection and government aid distribution during COVID-19: A robust mathematical leader-follower model approach
title_sort hazardous infectious waste collection and government aid distribution during covid-19: a robust mathematical leader-follower model approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7908920/
https://www.ncbi.nlm.nih.gov/pubmed/33654655
http://dx.doi.org/10.1016/j.scs.2021.102814
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