However, considering that this p value of 0.081 indicates a statistical trend towards significance, it may very well be that 1 km may have the limitation of being too small a radius (for the buffer zone) to fully capture differences in the orientation of roads between locations.
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Impact of road network structure on dementia-related missing incidents: a spatial buffer approach.
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