Impact of Covid-19 on Taxi Industry and Travel Behavior: A Case Study on Chicago, IL

dc.contributor.authorChinthala, Naga Sireesha
dc.contributor.authorLewis, Jenell
dc.contributor.authorVuppalapati, Sravan
dc.contributor.authorSivaraman, Khiran Kumar Chidambaram
dc.contributor.authorToley, Chinmay Vivek
dc.contributor.authorAshqar, Huthaifa
dc.date.accessioned2025-01-08T15:09:10Z
dc.date.available2025-01-08T15:09:10Z
dc.date.issued2024-11-12
dc.description.abstractAs the debate over the future of transportation continues in the midst of the COVID-19 pandemic as a deepening global crisis, taxi industry seems to be not spared by the quick and disrupting changes that may arise from the pandemic. The impact is relatively higher in major cities because of the high-density population and transportation congestion. In this study, we used spatial analysis and visualization to investigate the impact of the pandemic on the economics of the taxi industry and travel behavior using trip-by-trip data from the year of 2014 to 2020 in Chicago, IL. Results show that there is a drastic decline in the trips in the central city and airport areas. During the pandemic, people tended to travel longer distances, but travel times were considerably less because of the significant reduction in traffic volumes. Results also showed that the top twenty most popular pick-up and drop-off locations only included Chicago Downtown and OHare International Airport before the pandemic. However, during the pandemic, the top twenty most popular pick-up and drop-off locations is distributed between the Airport, the Downtown, as well as many other areas along Chicago Eastside.
dc.description.urihttp://arxiv.org/abs/2411.08168
dc.format.extent22 pages
dc.genrejournal articles
dc.genrepreprints
dc.identifierdoi:10.13016/m2cnph-ufrp
dc.identifier.urihttps://doi.org/10.48550/arXiv.2411.08168
dc.identifier.urihttp://hdl.handle.net/11603/37247
dc.language.isoen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Data Science
dc.relation.ispartofUMBC Student Collection
dc.rightsAttribution 4.0 International CC BY 4.0
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectPhysics - Physics and Society
dc.subjectStatistics - Applications
dc.titleImpact of Covid-19 on Taxi Industry and Travel Behavior: A Case Study on Chicago, IL
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0002-6835-8338

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