Work

Big Data in Transportation: An Economics Perspective

Year: 2020
Type: report
Abstract: This paper reviews the emerging big data literature applied to urban transportation issues from the perspective of economic research. It provides a typology of big data sources relevant to transportation analyses and describes how these data can be used to measure mobility, associated externalities, and welfare impacts. As an application, it showcases the use of daily traffic conditions data in various developed and developing country cities to estimate the causal impact of stay-at-home orders during the Covid-19 pandemic on traffic congestion in Bogotá, New Dehli, New York, and Paris. In light of the advances in big data analytics, the paper concludes with a discussion on policy opportunities and challenges.
Institution: World Bank
Language: English
Subfield: Transportation
Open Access status: green
OpenAlex ID: W3039019727
Cites: 61
Cited by: 9
Related to: 10