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Abstract
Recreational gatherings are sources of the spread of infectious diseases. Understanding the dynamics of recreational gatherings is essential to building effective public health policies but challenging as the interaction between people and recreational places is complex. Recreational activities are concentrated in a set of urban areas and establish a recreational hierarchy. In this hierarchy, higher-level regions attract more people than lower-level regions for recreational purposes. Here, using customers’ motel booking records which are highly associated with recreational activities in Korea, we identify that recreational hierarchy, geographical distance, and attachment to a location are crucial factors of recreational gatherings in Seoul, Republic of Korea. Our analyses show that after the COVID-19 outbreak, people are more likely to visit familiar recreational places, avoid the highest level of the recreational hierarchy, and travel close distances. Interestingly, the recreational visitations were reduced not only in the highest but also in low-level regions. Urban areas at low levels of the recreational hierarchy were more severely affected by COVID-19 than urban areas at high and middle levels of the recreational hierarchy.
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1 Kellogg School of Management at Northwestern University, Evanston, USA (GRID:grid.16753.36) (ISNI:0000 0001 2299 3507); Northwestern Institute on Complex Systems, Evanston, USA (GRID:grid.16753.36) (ISNI:0000 0001 2299 3507); Pohang University of Science and Technology, Department of Industrial and Management Engineering, Pohang, Republic of Korea (GRID:grid.49100.3c) (ISNI:0000 0001 0742 4007)
2 Pohang University of Science and Technology, Department of Industrial and Management Engineering, Pohang, Republic of Korea (GRID:grid.49100.3c) (ISNI:0000 0001 0742 4007); Pohang University of Science and Technology, Department of Physics, Pohang, Republic of Korea (GRID:grid.49100.3c) (ISNI:0000 0001 0742 4007)
3 Boston University, Department of Administrative Sciences, Metropolitan College, Boston, USA (GRID:grid.189504.1) (ISNI:0000 0004 1936 7558)