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ALL OFFENDERS ARE EQUAL,BUT SOME ARE MORE EQUAL THAN OTHERS: VARIATION IN JOURNEYS TO CRIME BETWEEN OFFENDERS*
Authors:MICHAEL TOWNSLEY  AIDEN SIDEBOTTOM
Affiliation:1. School of Criminology and Criminal Justice, Griffith University, Australia;2. UCL Jill Dando Institute of Crime Science, University College London, United Kingdom
Abstract:The results of this study reveal a major methodological problem with an established body of criminological literature—the journey to crime. The dominant finding of such research is that most crimes occur close to an offender's home. Consequently, journeys to crime typically display a distance-decay function that is assumed to exist between and within offenders. However, most journey-to-crime studies use nested data—individual offenders contributing multiple crime trips—yet employ analytic methods that fail to account for this property, leading to inference and aggregation concerns. In the study outlined in this article, we demonstrated the implications of using nested data for analyzing the journey to crime. We showed that once controlling for nesting, only a few (prolific) offenders display a distance decay pattern. Implications of the findings for theory and future research are discussed.
Keywords:journey to crime  nested data  repeated measures  multilevel modeling  aggregation fallacy
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