in unemployment rates raises crime rates, while the number of police officers decreases them. It should be noted, however …This paper examines the effect of unemployment rates on crime rates, using two types of Japanese data: time-series data …, that the effects are different among the various types of crime. An analysis using prefectural panel data shows similar …