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February 14, 2026Sustainability0 citationsOpen Access

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

MWMarilyn E. WendeJSJessica StroopeKGKarin Valentine Goins

Key Points

  • This study aims to investigate the impact of extreme precipitation on walking and cycling to work in the U.S. from 2005 to 2018.
  • Conducted a longitudinal analysis at the county level using data from the National Environmental Public Health Tracking Network.
  • Obtained walking and cycling data from the American Community Survey for adults aged 16 and older.
  • Calculated annual averages of extreme precipitation days from the North American Land Data Assimilation System.
  • Employed mixed-effects models to evaluate associations, accounting for various county-level factors.
  • Extreme precipitation days increased over the study period, while walking and cycling to work declined.
  • Each additional extreme precipitation day correlated with a 12.3% decrease in walking and a 3.7% decrease in cycling at baseline.
  • Negative associations became stronger over time, especially in non-metropolitan and Midwestern counties.

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.

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Cite This Study

Wende et al. (2026) studied this question.

synapsesocial.com/papers/699011032ccff479cfe575b6https://doi.org/10.3390/su18041874
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