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Association of human mobility with road crashes for pandemic-ready safer mobility: A New York City case study
BACKGROUND: The COVID-19 pandemic has reshaped our cities in many ways. The number of motor vehicles on the road has plummeted during lockdowns, and an increasing number of people are turning to walking and biking. From a road safety perspective, the overall question is what effects the human behavi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8646138/ https://www.ncbi.nlm.nih.gov/pubmed/34883401 http://dx.doi.org/10.1016/j.aap.2021.106478 |
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author | Dong, Ni Zhang, Jie Liu, Xiaobo Xu, Pengpeng Wu, Yina Wu, Hao |
author_facet | Dong, Ni Zhang, Jie Liu, Xiaobo Xu, Pengpeng Wu, Yina Wu, Hao |
author_sort | Dong, Ni |
collection | PubMed |
description | BACKGROUND: The COVID-19 pandemic has reshaped our cities in many ways. The number of motor vehicles on the road has plummeted during lockdowns, and an increasing number of people are turning to walking and biking. From a road safety perspective, the overall question is what effects the human behavior shift brings on the crash occurrence and, more importantly, how to support decision-makers on safer mobility policies? METHOD: Based on anonymous mobile phone location and crash report data in New York City, this study attempts to provide some new insights by using survival analysis (the hazard function approach) to explore the effects of human mobility changes due to the pandemic on crashes that involve injuries and fatalities (of pedestrian, cyclist or motorist). RESULTS: (1) the increased percentage of people staying at home improves pedestrian and cyclist safety, which adds evidence for making walking and cycling more appealing; (2) the increased percentage of people staying at home raises the likelihood of injuries for motor vehicle drivers, suggesting that it will be critical to monitor the driving behavior and establish new speed limits during the future pandemic waves and in the post-pandemic era as well; (3) non-work trips (e.g., shopping, recreation, personal business, etc.) are positively associated with crash injuries for motor vehicle drivers as well as pedestrian and cyclist; (4) human mobility factors were found not related to crash fatalities; (5) control NPIs implemented increased the motor vehicle drivers’ crash risk. |
format | Online Article Text |
id | pubmed-8646138 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86461382021-12-06 Association of human mobility with road crashes for pandemic-ready safer mobility: A New York City case study Dong, Ni Zhang, Jie Liu, Xiaobo Xu, Pengpeng Wu, Yina Wu, Hao Accid Anal Prev Article BACKGROUND: The COVID-19 pandemic has reshaped our cities in many ways. The number of motor vehicles on the road has plummeted during lockdowns, and an increasing number of people are turning to walking and biking. From a road safety perspective, the overall question is what effects the human behavior shift brings on the crash occurrence and, more importantly, how to support decision-makers on safer mobility policies? METHOD: Based on anonymous mobile phone location and crash report data in New York City, this study attempts to provide some new insights by using survival analysis (the hazard function approach) to explore the effects of human mobility changes due to the pandemic on crashes that involve injuries and fatalities (of pedestrian, cyclist or motorist). RESULTS: (1) the increased percentage of people staying at home improves pedestrian and cyclist safety, which adds evidence for making walking and cycling more appealing; (2) the increased percentage of people staying at home raises the likelihood of injuries for motor vehicle drivers, suggesting that it will be critical to monitor the driving behavior and establish new speed limits during the future pandemic waves and in the post-pandemic era as well; (3) non-work trips (e.g., shopping, recreation, personal business, etc.) are positively associated with crash injuries for motor vehicle drivers as well as pedestrian and cyclist; (4) human mobility factors were found not related to crash fatalities; (5) control NPIs implemented increased the motor vehicle drivers’ crash risk. Elsevier Ltd. 2022-02 2021-12-06 /pmc/articles/PMC8646138/ /pubmed/34883401 http://dx.doi.org/10.1016/j.aap.2021.106478 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 Dong, Ni Zhang, Jie Liu, Xiaobo Xu, Pengpeng Wu, Yina Wu, Hao Association of human mobility with road crashes for pandemic-ready safer mobility: A New York City case study |
title | Association of human mobility with road crashes for pandemic-ready safer mobility: A New York City case study |
title_full | Association of human mobility with road crashes for pandemic-ready safer mobility: A New York City case study |
title_fullStr | Association of human mobility with road crashes for pandemic-ready safer mobility: A New York City case study |
title_full_unstemmed | Association of human mobility with road crashes for pandemic-ready safer mobility: A New York City case study |
title_short | Association of human mobility with road crashes for pandemic-ready safer mobility: A New York City case study |
title_sort | association of human mobility with road crashes for pandemic-ready safer mobility: a new york city case study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8646138/ https://www.ncbi.nlm.nih.gov/pubmed/34883401 http://dx.doi.org/10.1016/j.aap.2021.106478 |
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