44.3M Rides: Free Fares Boost Bus Use
Denver study finds hot weather increases ridership by 20% when fares are free, challenging traditional views on commuting patterns

A recent study led by the University of Colorado Denver has shed light on how weather conditions impact bus ridership in the Denver area. The research, which analyzed nearly 44.3 million rider experiences from June 2022 to September 2023, found that adverse weather can discourage bus use, but the presence of free fares and shelters can alter this equation.
The study examined hourly bus ridership across the Denver metropolitan area, using data from 7,283 Regional Transportation District (RTD) bus stops. The researchers also utilized Universal Thermal Climate Index (UTCI) data to measure the perceived temperature, taking into account factors like heat and cold stress.
The RTD's Zero Fare for Better Air program, which offered free transit during August 2022 and July and August 2023, provided an opportunity for the researchers to explore how the absence of fares affects commuting patterns. During these periods, the study found less evidence that adverse weather discouraged bus use. In fact, hot conditions were associated with a short-term increase in ridership when fares were free.
## What the Study Reveals The study's findings suggest that the relationship between weather and bus ridership is complex and influenced by various factors, including cost and the presence of shelters. The researchers used data on heat and cold stress, rain, wildfire smoke, and ozone provided by NASA Research Opportunities in Space and Earth Science satellites to gain a deeper understanding of the factors at play.
## Why it Matters The study's results have significant implications for urban planning and transportation policy. By understanding how weather and other factors impact bus ridership, cities can develop more effective strategies to encourage the use of public transportation, reduce congestion, and improve air quality. The findings also highlight the importance of considering the interplay between weather, cost, and infrastructure in shaping commuting patterns.
The study was published in Environmental Research, under the title 'Weathering the ride: Associations of heat, smoke, precipitation, and ozone with bus ridership in Colorado'. The research provides valuable insights into the complex factors that influence bus ridership, and its findings can inform the development of more sustainable and efficient transportation systems.





