This research applies spatial statistics to examine proximal factors affecting the political behavior of voters in a regional election in Japan, particularly, voter proximity to the election campaigns of the candidates. During the mayoral election in Akō City, Hyōgo Prefecture, voters’ political behavior, attitudes, and awareness of politics were measured using a social survey, the spatial locatio