Authors: Minxuan Lan*, University of Cincinnati, Lin Liu, University of Cincinnati
Topics: Human-Environment Geography, Quantitative Methods, Geographic Information Science and Systems
Keywords: Street robbery, Bus stop, Relocation, Addition, Removal, Cincinnati
Session Type: Paper
Presentation File: No File Uploaded
A number of studies have revealed a correlation between bus stops and crimes, especially street robberies. However, few have looked into the impact of the bus stop location change on the distribution of street robberies. Will newly added bus stops attract more street robberies? Will the removal of existing bus stops reduce street robberies? By assessing the change of street robberies in relation to the spatial change of bus stops of Cincinnati, OH, with the consideration of the controls from socioeconomic characteristics, point of interests (POI) and spatial heterogeneity, this study uses before-and-after comparisons and the difference-in-differences (DID) analysis in the context of quasi-experiment to answer these questions. Results suggest that adding bus stops to a new location significantly increases street robberies in the areas surrounding the stops. The longer the time from the addition of a new bus stop is, the more the street robberies in its surrounding areas. While removing all bus stops from a location seems to decrease street robberies in the areas nearby, this influence is not statistically significant. These findings add new evidence to the theories of rational choice, routine activity, crime pattern, and crime displacement.
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