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Insights into the long-term effects of COVID-19 responses on transportation facilities

The impacts of COVID-19 on transportation sector have received a substantial research attention, however, less is known about localized COVID-19 responses that provided safe space for mobility and other daily activities. We applied logistic regression and text mining approaches on the Shifting Stree...

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Autores principales: Kutela, Boniphace, Combs, Tabitha, John Mwekh'iga, Rafael, Langa, Neema
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9482845/
https://www.ncbi.nlm.nih.gov/pubmed/36158241
http://dx.doi.org/10.1016/j.trd.2022.103463
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author Kutela, Boniphace
Combs, Tabitha
John Mwekh'iga, Rafael
Langa, Neema
author_facet Kutela, Boniphace
Combs, Tabitha
John Mwekh'iga, Rafael
Langa, Neema
author_sort Kutela, Boniphace
collection PubMed
description The impacts of COVID-19 on transportation sector have received a substantial research attention, however, less is known about localized COVID-19 responses that provided safe space for mobility and other daily activities. We applied logistic regression and text mining approaches on the Shifting Streets COVID-19 Mobility Dataset to explore the long-term outcomes of the localized responses. We explored the purpose, affected space, function, and implementation approach. We found that responses instituted for economic recovery and public health are less likely to be long-term, while responses meant to improve safety or bicycle/pedestrian mobility are more likely to be long-term. Further, operational or regulatory responses are less likely to be long-term. Additionally, responses affecting curb space are more likely to be long-term than those affecting other right-of-way areas. Text-mining of responses’ narratives revealed key patterns for both short-term and long-term outcomes. Study findings showcase the possible design and operations changes during post-COVID-19 era.
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spelling pubmed-94828452022-09-19 Insights into the long-term effects of COVID-19 responses on transportation facilities Kutela, Boniphace Combs, Tabitha John Mwekh'iga, Rafael Langa, Neema Transp Res D Transp Environ Article The impacts of COVID-19 on transportation sector have received a substantial research attention, however, less is known about localized COVID-19 responses that provided safe space for mobility and other daily activities. We applied logistic regression and text mining approaches on the Shifting Streets COVID-19 Mobility Dataset to explore the long-term outcomes of the localized responses. We explored the purpose, affected space, function, and implementation approach. We found that responses instituted for economic recovery and public health are less likely to be long-term, while responses meant to improve safety or bicycle/pedestrian mobility are more likely to be long-term. Further, operational or regulatory responses are less likely to be long-term. Additionally, responses affecting curb space are more likely to be long-term than those affecting other right-of-way areas. Text-mining of responses’ narratives revealed key patterns for both short-term and long-term outcomes. Study findings showcase the possible design and operations changes during post-COVID-19 era. Elsevier Ltd. 2022-10 2022-09-19 /pmc/articles/PMC9482845/ /pubmed/36158241 http://dx.doi.org/10.1016/j.trd.2022.103463 Text en © 2022 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
Kutela, Boniphace
Combs, Tabitha
John Mwekh'iga, Rafael
Langa, Neema
Insights into the long-term effects of COVID-19 responses on transportation facilities
title Insights into the long-term effects of COVID-19 responses on transportation facilities
title_full Insights into the long-term effects of COVID-19 responses on transportation facilities
title_fullStr Insights into the long-term effects of COVID-19 responses on transportation facilities
title_full_unstemmed Insights into the long-term effects of COVID-19 responses on transportation facilities
title_short Insights into the long-term effects of COVID-19 responses on transportation facilities
title_sort insights into the long-term effects of covid-19 responses on transportation facilities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9482845/
https://www.ncbi.nlm.nih.gov/pubmed/36158241
http://dx.doi.org/10.1016/j.trd.2022.103463
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