Related Experiment Video
Updated: Jul 19, 2026

Trajectory Data Analyses for Pedestrian Space-time Activity Study
Published on: February 25, 2013
JUE Insight: The Geography of Travel Behavior in the Early Phase of the COVID-19 Pandemic
Jeffrey Brinkman1, Kyle Mangum1
1Federal Reserve Bank of Philadelphia, United States.
Abstract:
We use U.S. county-level location data derived from smartphones to examine travel behavior and its relationship with COVID-19 cases in the early stages of the outbreak. People traveled less overall and notably avoided areas with relatively larger outbreaks. A doubling of new cases in a county led to a 3 to 4 percent decrease in trips to and from that county. Without this change in travel activity, exposure to out-of-county virus cases could have been twice as high at the end of April 2020. Limiting travel-induced exposure was important because such exposure generated new cases locally. We find a one percent increase in case exposure from travel led to a 0.21 percent increase in new cases added within a county. This suggests the outbreak would have spread faster and to a greater degree had travel activity not dropped accordingly. Our findings imply that the scale and geographic network of travel activity and the travel response of individuals are important for understanding the spread of COVID-19 and for policies that seek to control it.
Related Concept Videos
Causality in Epidemiology
Levels of Use of a GIS
Selected Data About Geographic Locations
Impact of Groups on Individuals
Impact of Social Context on Individuals
Investigation of Disease Outbreaks

