U.S. flag

An official website of the United States government, Department of Justice.

NCJRS Virtual Library

The Virtual Library houses over 235,000 criminal justice resources, including all known OJP works.
Click here to search the NCJRS Virtual Library

Acknowledging the Influence of Geographic Outliers: An Analytical Caution in Examining Chronic Repeat Victimization

NCJ Number
204216
Journal
Security Journal Volume: 17 Issue: 1 Dated: 2004 Pages: 31-49
Author(s)
Gisela Bichler
Date Published
2004
Length
19 pages
Annotation
This article discusses an analytic challenge that affects tests of hypotheses regarding chronic repeat victimization.
Abstract
There are two hypotheses as to why repeat victimization at specific addresses -- referred to as hot spots -- appear to be more intense. The first hypothesis is that offenders in the area are more prolific or return to known or replenishing opportunities more frequently. The second hypothesis is that there is a concentration of nearby offenders whose routine activities expose them to the same opportune victims. There is an apparent overlap of repeat victimization of place and hot spots. Some of the overlap between these concepts can be attributed to analytic factors associated with how mapping software is used to identify hot spots. Discovering the most accurate analytic procedure for identifying hot spots and communicating this to practitioners is an especially pressing issue given the increasing use of geographic information systems (GIS) among police agencies to examine and identify crime problems. The study of crime concentration must address whether the analytic techniques available handle the issue of outliers well. If not, scholars must identify potential diagnostic instruments and/or decide whether to include extreme values in the analyses. This issue is even more prominent when the arbitrariness of crime data is acknowledged. Not all events are reported or recorded. It is standard practice to examine crime concentration and repeat victimization with single crime types. Additional examination of this issue is necessary to enable stronger tests of the overlap between repeat victimization and hot spots. 2 figures, 2 tables, 93 notes