英文摘要 |
The current study explores the association between sexual assaults and residential burglaries using longitudinal crime data collected from Seattle Police Department. Ecological theories such as social disorganization theory have been applied to explain the spatial distributions of predatory crime like burglary and sexual assaults in urban environment. This study takes one step further to integrate innovative biostatistics to help capture the diversity among different types of crime in social-ecological environment. The findings showed that sexual offenses were highly correlated with the total number of burglaries (r = 0.827), the number of non-residential burglaries (r = 0.860), and the number of residential burglaries (r = 0.767). Similar findings were achieved in the cluster analysis and the mid-1990s seems to be a turning point on crime trends in general. The tree diagram further revealed that the number of aggravated residential burglaries was the major factor underlying the variation of the numbers of sexual offenses in Seattle followed by the numbers of aggravated non-residential burglaries. Potential historical factors during the period were discussed to explain the patterns identified in the paper. |