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Individual and environmental bicycling determinants during a pandemic
INTRODUCTION: Research has identified many factors associated with bicycling, but little is known on their relative influence for an individual's decision to bicycle or what led to the surge in bicycling during the COVID-19 pandemic in the U.S. METHODS: Our research leverages a sample of 6735 U...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247188/ https://www.ncbi.nlm.nih.gov/pubmed/37304835 http://dx.doi.org/10.1016/j.jth.2023.101632 |
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author | Duren, Michelle Corrigan, Bryce Ehsani, Johnathon Kennedy, Ryan David Pollack Porter, Keshia |
author_facet | Duren, Michelle Corrigan, Bryce Ehsani, Johnathon Kennedy, Ryan David Pollack Porter, Keshia |
author_sort | Duren, Michelle |
collection | PubMed |
description | INTRODUCTION: Research has identified many factors associated with bicycling, but little is known on their relative influence for an individual's decision to bicycle or what led to the surge in bicycling during the COVID-19 pandemic in the U.S. METHODS: Our research leverages a sample of 6735 U.S. adults to identify key predictors and their relative influence on both increased bicycling during the pandemic and on whether an individual commutes by bicycle. LASSO regression models identified a reduced set of predictors for the outcomes of interest from 55 determinants included in the modeling. RESULTS: We find individual and environmental factors have a role in explaining the shift towards bicycling—with key differences in predictors for increased overall cycling during the pandemic compared to bicycle commuting. CONCLUSIONS: Our findings add to the evidence base that policies can impact bicycling behavior. Specifically, increasing e-bike accessibility and limiting residential streets to local traffic are two policies that show promise for encouraging bicycling. |
format | Online Article Text |
id | pubmed-10247188 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-102471882023-06-08 Individual and environmental bicycling determinants during a pandemic Duren, Michelle Corrigan, Bryce Ehsani, Johnathon Kennedy, Ryan David Pollack Porter, Keshia J Transp Health Article INTRODUCTION: Research has identified many factors associated with bicycling, but little is known on their relative influence for an individual's decision to bicycle or what led to the surge in bicycling during the COVID-19 pandemic in the U.S. METHODS: Our research leverages a sample of 6735 U.S. adults to identify key predictors and their relative influence on both increased bicycling during the pandemic and on whether an individual commutes by bicycle. LASSO regression models identified a reduced set of predictors for the outcomes of interest from 55 determinants included in the modeling. RESULTS: We find individual and environmental factors have a role in explaining the shift towards bicycling—with key differences in predictors for increased overall cycling during the pandemic compared to bicycle commuting. CONCLUSIONS: Our findings add to the evidence base that policies can impact bicycling behavior. Specifically, increasing e-bike accessibility and limiting residential streets to local traffic are two policies that show promise for encouraging bicycling. Elsevier 2023-07 2023-06-07 /pmc/articles/PMC10247188/ /pubmed/37304835 http://dx.doi.org/10.1016/j.jth.2023.101632 Text en 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 Duren, Michelle Corrigan, Bryce Ehsani, Johnathon Kennedy, Ryan David Pollack Porter, Keshia Individual and environmental bicycling determinants during a pandemic |
title | Individual and environmental bicycling determinants during a pandemic |
title_full | Individual and environmental bicycling determinants during a pandemic |
title_fullStr | Individual and environmental bicycling determinants during a pandemic |
title_full_unstemmed | Individual and environmental bicycling determinants during a pandemic |
title_short | Individual and environmental bicycling determinants during a pandemic |
title_sort | individual and environmental bicycling determinants during a pandemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247188/ https://www.ncbi.nlm.nih.gov/pubmed/37304835 http://dx.doi.org/10.1016/j.jth.2023.101632 |
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