A National, Ecological Study on the Impact of Extreme Precipitation on Walking and Cycling to Work, 2005–2018

Limited research has examined how increasing extreme precipitation affects active transportation across the United States. This study assesses the longitudinal relationship between extreme precipitation and walking and cycling to work in the context of rising extreme weather and flooding. We conducted a county-level longitudinal analysis using data from the National Environmental Public Health Tracking Network (2005–2018). Five-year estimates of walking and cycling to work among adults aged 16 years and older were obtained from the American Community Survey, and annual population-weighted averages of days with extreme precipitation (≥2 inches) were derived from the North American Land Data Assimilation System. Mixed-effects models with restricted maximum likelihood estimation assessed associations with active transportation, accounting for county-level clustering and adjusting for year, region, poverty rate, water cover, metropolitan status, and park access. Across 3142 U.S. counties, extreme precipitation days increased over time, while walking and cycling to work declined. Each additional extreme precipitation day was associated with a 12.3% decrease in walking and a 3.7% decrease in cycling at baseline, with stronger negative associations over time. Effects were most pronounced in non-metropolitan and Midwestern counties. Findings underscore the importance of climate-resilient transportation planning for sustaining low-carbon, equitable mobility and advancing sustainable development.

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Publication Details

Journal
Sustainability
Published
2026-02-12
DOI
https://doi.org/10.3390/su18041874
Primary Topic
Urban Transport and Accessibility
Type
article
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article

A National, Ecological Study on the Impact of Extreme Precipitation on Walking and Cycling to Work, 2005–2018

Jessica Stroope, Marilyn E. Wende, Semra A. Aytur, Karin Valentine Goins et al.
Sustainability
Urban Transport and Accessibility
article

A National, Ecological Study on the Impact of Extreme Precipitation on Walking and Cycling to Work, 2005–2018

Jessica Stroope, Marilyn E. Wende, Semra A. Aytur, Karin Valentine Goins, M. Renée Umstattd Meyer, Jeanette Gustat
article en

Abstract

Limited research has examined how increasing extreme precipitation affects active transportation across the United States. This study assesses the longitudinal relationship between extreme precipitation and walking and cycling to work in the context of rising extreme weather and flooding. We conducted a county-level longitudinal analysis using data from the National Environmental Public Health Tracking Network (2005–2018). Five-year estimates of walking and cycling to work among adults aged 16 years and older were obtained from the American Community Survey, and annual population-weighted averages of days with extreme precipitation (≥2 inches) were derived from the North American Land Data Assimilation System. Mixed-effects models with restricted maximum likelihood estimation assessed associations with active transportation, accounting for county-level clustering and adjusting for year, region, poverty rate, water cover, metropolitan status, and park access. Across 3142 U.S. counties, extreme precipitation days increased over time, while walking and cycling to work declined. Each additional extreme precipitation day was associated with a 12.3% decrease in walking and a 3.7% decrease in cycling at baseline, with stronger negative associations over time. Effects were most pronounced in non-metropolitan and Midwestern counties. Findings underscore the importance of climate-resilient transportation planning for sustaining low-carbon, equitable mobility and advancing sustainable development.

SustainabilityVol. 18(4)
Tulane University (US), Louisiana State University (US), Baylor University (US), University of New Hampshire (US), University of Massachusetts Chan Medical School (US), University of Florida Health (US)
No poverty
Openalex Percentile: Top 61%
Urban Transport and Accessibility
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A National, Ecological Study on the Impact of Extreme Precipitation on Walking and Cycling to Work, 2005–2018 — Jessica Stroope, Marilyn E. Wende, et al. · Sustainability (2026) | TGRS Research Map | TGRS