2021
DOI: 10.1016/j.jtrangeo.2021.102997
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Examining spatiotemporal changing patterns of bike-sharing usage during COVID-19 pandemic

Abstract: The COVID-19 pandemic has led to a globally unprecedented change in human mobility. Leveraging two-year bike-sharing trips from the largest bike-sharing program in Chicago, this study examines the spatiotemporal evolution of bike-sharing usage across the pandemic and compares it with other modes of transport. A set of generalized additive (mixed) models are fitted to identify relationships and delineate nonlinear temporal interactions between station-level daily bike-sharing usage and various independent varia… Show more

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Cited by 128 publications
(107 citation statements)
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“…The processing and visualization of these data in space, combined with the analysis of other databases, showed a significant decrease in the number of trips caused by the introduction of further constraints related to combating the pandemic. Similar observations confirm the results of studies for bike-sharing usage during the Covid-19 pandemic [ 48 ].…”
Section: Literature Review/theoretical Backgroundsupporting
confidence: 90%
“…The processing and visualization of these data in space, combined with the analysis of other databases, showed a significant decrease in the number of trips caused by the introduction of further constraints related to combating the pandemic. Similar observations confirm the results of studies for bike-sharing usage during the Covid-19 pandemic [ 48 ].…”
Section: Literature Review/theoretical Backgroundsupporting
confidence: 90%
“…The effect of COVID-19 on bike-sharing trips on the other hand in the US is diversified according to a recent study in New York, Boston and Chicago; while trip frequency decreased in all three cases, the average trip duration increased significantly especially for the latter two cities [133]. Another study in Chicago showed that: the proportion of commuting bike-share trips is substantially lower during the pandemic; the trend of bike-sharing usage follows an "increase-decrease-rebound" pattern; and bike-sharing is now framed as a more resilient option compared with transit, driving, and walking [134].…”
Section: Cycling Measures In Americamentioning
confidence: 99%
“…Bikeshare programs proved to be relatively resilient (although evaluation of year-on-year bikeshare trends is complex because the pandemic featured lockdown orders, price reductions, incentive programs, and other factors that could have influenced use). In some cities, such as Boston (Tokey 2020), Chicago (Hu et al 2021b), New York City (Hu 2020;Pase et al 2020), Budapest (Bucsky 2020), and Seoul (Park et al 2020), bikeshare use surged in the early weeks of the pandemic relative to the same calendar weeks a year earlier, while in other cities, bikeshare use declined with the onset of the pandemic (Tokey 2020). In most cities, bikeshare use fell as lockdowns were imposed but recovered relatively rapidly as the pandemic progressed, far more rapidly than did transit use (Pase et al 2020;Tokey 2020).…”
Section: Changing Modes Of Travel?mentioning
confidence: 99%