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Road crashes in Adelaide metropolitan region, the consequences of COVID-19
BACKGROUND: Many countries instituted lockdown rules as the COVID-19 pandemic progressed, however, the effects of COVID-19 on transportation safety vary widely across countries and regions. In several situations, it has been shown that although the COVID-19 closure has decreased average traffic flow...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894777/ https://www.ncbi.nlm.nih.gov/pubmed/36778534 http://dx.doi.org/10.1016/j.jth.2023.101581 |
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author | Soltani, Ali Azmoodeh, Mohammad Roohani Qadikolaei, Mohsen |
author_facet | Soltani, Ali Azmoodeh, Mohammad Roohani Qadikolaei, Mohsen |
author_sort | Soltani, Ali |
collection | PubMed |
description | BACKGROUND: Many countries instituted lockdown rules as the COVID-19 pandemic progressed, however, the effects of COVID-19 on transportation safety vary widely across countries and regions. In several situations, it has been shown that although the COVID-19 closure has decreased average traffic flow, it has also led to an increase in speeding, which will indeed increase the severity of crashes and the number of fatalities and serious injuries. METHODS: At the local level, Generalized linear Mixed (GLM) modelling is used to look at how often road crashes changed in the Adelaide metropolitan area before and after the COVID-19 pandemic. The Geographically Weighted Generalized Linear Model (GWGLM) is also used to explore how the association between the number of crashes and the factors that explain them varies across census blocks. Using both no-spatial and spatial models, the effects of urban structure elements like land use mix, road network design, distance to CBD, and proximity to public transit on the frequency of crashes at the local level were studied. RESULTS: This research showed that lockdown orders led to a mild reduction (approximately 7%) in crash frequency. However, this decrease, which has occurred mostly during the first three months of the lockdown, has not systematically alleviated traffic safety risks in the Greater Adelaide Metropolitan Area. Crash hotspots shifted from areas adjacent to workplaces and education centres to green spaces and city fringes, while crash incidence periods switched from weekdays to weekends and winter to summer. IMPLICATIONS: The outcomes of this research provided insights into the impact of shifting driving behaviour on safety during disorderly catastrophes such as COVID-19. |
format | Online Article Text |
id | pubmed-9894777 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98947772023-02-06 Road crashes in Adelaide metropolitan region, the consequences of COVID-19 Soltani, Ali Azmoodeh, Mohammad Roohani Qadikolaei, Mohsen J Transp Health Article BACKGROUND: Many countries instituted lockdown rules as the COVID-19 pandemic progressed, however, the effects of COVID-19 on transportation safety vary widely across countries and regions. In several situations, it has been shown that although the COVID-19 closure has decreased average traffic flow, it has also led to an increase in speeding, which will indeed increase the severity of crashes and the number of fatalities and serious injuries. METHODS: At the local level, Generalized linear Mixed (GLM) modelling is used to look at how often road crashes changed in the Adelaide metropolitan area before and after the COVID-19 pandemic. The Geographically Weighted Generalized Linear Model (GWGLM) is also used to explore how the association between the number of crashes and the factors that explain them varies across census blocks. Using both no-spatial and spatial models, the effects of urban structure elements like land use mix, road network design, distance to CBD, and proximity to public transit on the frequency of crashes at the local level were studied. RESULTS: This research showed that lockdown orders led to a mild reduction (approximately 7%) in crash frequency. However, this decrease, which has occurred mostly during the first three months of the lockdown, has not systematically alleviated traffic safety risks in the Greater Adelaide Metropolitan Area. Crash hotspots shifted from areas adjacent to workplaces and education centres to green spaces and city fringes, while crash incidence periods switched from weekdays to weekends and winter to summer. IMPLICATIONS: The outcomes of this research provided insights into the impact of shifting driving behaviour on safety during disorderly catastrophes such as COVID-19. Elsevier Ltd. 2023-05 2023-02-03 /pmc/articles/PMC9894777/ /pubmed/36778534 http://dx.doi.org/10.1016/j.jth.2023.101581 Text en © 2023 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 Soltani, Ali Azmoodeh, Mohammad Roohani Qadikolaei, Mohsen Road crashes in Adelaide metropolitan region, the consequences of COVID-19 |
title | Road crashes in Adelaide metropolitan region, the consequences of COVID-19 |
title_full | Road crashes in Adelaide metropolitan region, the consequences of COVID-19 |
title_fullStr | Road crashes in Adelaide metropolitan region, the consequences of COVID-19 |
title_full_unstemmed | Road crashes in Adelaide metropolitan region, the consequences of COVID-19 |
title_short | Road crashes in Adelaide metropolitan region, the consequences of COVID-19 |
title_sort | road crashes in adelaide metropolitan region, the consequences of covid-19 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894777/ https://www.ncbi.nlm.nih.gov/pubmed/36778534 http://dx.doi.org/10.1016/j.jth.2023.101581 |
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