The effects of crime generators, crime attractors, and offender anchor points on the distribution of street robberies across the nearly 25,000 census blocks of Chicago are examined. The analysis includes a wide array of activities and facilities that are expected to attract criminals and generate crime. These include a variety of legal and illegal businesses and infrastructural accessibility facilitators. In addition to these crime attractors and generators, the role of the presence of motivated offenders’ anchor points, as measured by offenders’ residence and gang activity, is assessed. The analysis also includes crime attractors, crime generators, and offender anchor points in adjacent census blocks. The findings demonstrate the strength of the effects of crime generators and attractors and offender anchor points on the frequency of street robbery at the census block level.
Andresen, Martin A.2006. ‘‘Crime Measures and the Spatial Analysis of Criminal Activity.’’British Journal of Criminology46:258-85.
2.
Anselin, Luc.1988. Spatial Econometrics: Methods and Models. Dordrecht: Kluwer.
3.
Baller, Robert D., Luc Anselin, Steven F. Messner, Glenn Deane, and Darnell F. Hawkins .2001. ‘‘Structural Covariates of U.S. County Homicide Rates: Incorporating Spatial Effects.’’Criminology39:561-90.
4.
Belsley, David A.1991a. Conditioning Diagnostics. Collinearity and Weak Data in Regression, Wiley Series in Probability and Mathematical Statistics. New York: Wiley.
5.
Belsley, David A.1991b. ‘‘A Guide to using the collinearity diagnostics.’’Computational Economics4:33-50.
6.
Berk, Richard and John M. MacDonald.2008. ‘‘Overdispersion and Poisson Regression.’’Journal of Quantitative Criminology24:269-84.
7.
Bernasco, W. 2010. ‘‘Modeling Micro-Level CrimeLocation Choice: Application of the Discrete Choice Framework to Crime at Places.’’ Journal of Quantitative Criminology26:113-38.
8.
Bernasco, Wim and Floor Luykx.2003. ‘‘Effects of Attractiveness, Opportunity and Accessibility to Burglars on Residential Burglary Rates of Urban Neighborhoods .’’ Criminology41:981-1001.
9.
Block, Carolyn Rebecca and Richard Block.1993. Street Gang Crime in Chicago. Washington, DC: National Department of Justice, Office of Justice Programs, U.S. Department of Justice .
10.
Block, Richard and Carolyn Rebecca Block.1995. ‘‘Space, Place and Crime: Hot Spot Areas and Hot Spot Places of Liquor-Related Crime.’’ in Crime and Place, edited by John E. Eck and David Weisburd.Monsey, NY: Criminal Justice Press.
11.
Block, Richard and Carolyn Rebecca Block.1999. ‘‘The Bronx and Chicago: Street Robbery in the Environs of Rapid Transit Stations.’’ in Analyzing Crime Patterns: Frontiers of Practice, edited by Victor Goldsmith, Philip G. McGuire, John B. Mollenkopf, and Timothy A. Ross.Thousand Oaks, CA: SAGE.
12.
Brantingham, Paul J. and Patricia L. Brantingham.1995. ‘‘Criminality of Place: Crime Generators and Crime Attractors.’’European Journal of Criminal Policy and Research3:5-26.
13.
Clarke, Ronald V.1999. Hot Products: Understanding, Anticipating and Reducing Demand for Stolen Goods, Police Research Series, Paper112. London: Home Office.
14.
Fotheringham, A. Stewart.1985. ‘‘Spatial Competition and Agglomeration in Urban Modelling.’’Environment and Planning A17:213-30.
15.
Heitgerd, Janet L. and Robert J. Bursik, Jr.1987. ‘‘Extracommunity Dynamics and the Ecology of Delinquency.’’The American Journal of Sociology92:775-87.
16.
Hipp, John R.2007. ‘‘Income Inequality, Race, and Place: Does the Distribution of Race and Class Within Neighborhoods Affect Crime Rates?’’Criminology45:665-97.
17.
Kinney, J. Bryan, Patricia L. Brantingham, Kathryn Wuschke, Michael G. Kirk, and Paul J. Brantingham .2008. ‘‘Crime Attractors, Generators and Detractors: Land Use and Urban Crime Opportunities.’’Built Environment34:62-74.
18.
Maxson, Cherl L. and Malcolm W. Klein.1990. ‘‘Defining Gang Homicide: An Updated Look at Member and Motive Approaches.’’ in Gangs in America. 2nd ed, edited by C. Ronald Huff.Newbury Park, CA: SAGE .
19.
McCord, Eric S. and Jerry H. Ratcliffe.2007. ‘‘A Micro-Spatial Analysis of the Demographic and Criminogenic Environment of Drug Markets in Philadelphia.’’Australian and New Zealand Journal of Criminology40:43-63.
20.
Mears, Daniel P. and Avinash S. Bhati.2006. ‘‘No Community is an Island: The Effects of Resource Deprivation on Urban Violence in Spatially and Socially Proximate Communities.’’Criminology44:509-48.
21.
Messner, S.F., L. Anselin, R.D. Baller, D.F. Hawkins, G. Deane, and S.E. Tolnay.1999. ‘‘The Spatial Patterning of County Homicide Rates: An Application of Exploratory Spatial Data Analysis.’’Journal of Quantitative Criminology15:423-50.
22.
Oberwittler, Dietrich and Per-Olof H. Wikström .2009. ‘‘Why Small Is Better: Advancing the Study of the Role of Behavioral Contexts in Crime Causation.’’ in Putting Crime in its Place: Units of Analysis in Geographic Criminology, edited by David Weisburd, Wim Bernasco, and Gerben J. N. Bruinsma.New York: Springer .
23.
O’Brien, Robert.2007. ‘‘A Caution Regarding Rules of Thumb for Variance Inflation Factors.’’Quality and Quantity41:673-90.
24.
Osgood, Wayne.2000. ‘‘Poisson-Based Regression Analysis of Aggregate Crime Rates.’’ Journal of Quantitative Criminology16:21-43.
25.
Pierce, Donald A. and Daniel W. Schafer.1986. ‘‘Residuals in Generalized Linear Models.’’Journal of the American Statistical Association81:977-86.
26.
Roncek, Dennis W. and Pamela A. Maier.1991. ‘‘Bars, Blocks, and Crimes Revisited: Linking the Theory of Routine Activities to the Empiricism of ‘Hot Spots.’’’Criminology29:725-53.
27.
Sampson, Robert J., Stephen W. Raudenbush, and Felton Earls.1997. ‘‘Neighborhoods and Violent Crime: A Multilevel Study of Collective Efficacy.’’Science277:918-24.
28.
Sherman, Lawrence, Patrick R. Gartin, and Michael E. Buerger .1989. ‘‘Hot Spots of Predatory Crime: Routine Activities and the Criminology of Place.’’Criminology27:27-55.
29.
Smith, William R., Sharon Glave Frazee, and Elisabeth L. Davison .2000. ‘‘Furthering the Integration of Routine Activity and Social Disorganization Theories: Small Units of Analysis and the Study of Street Robbery as a Diffusion Process.’’Criminology38:489-523.
30.
St. Jean, Peter K. B.2007. Pockets of Crime. Broken Windows, Collective Efficacy, and the Criminal Point of View. Chicago: University of Chicago Press.
31.
Stucky, Thomas D. and John R. Ottensman.2009. ‘‘Land Use and Violent Crime.’’Criminology47:1223-64.
32.
Taylor, Ralph B.1997. ‘‘Social Order and Disorder of Street Blocks and Neighborhoods: Ecology, Microecology, and the Systemic Model of Social Disorganization.’’Journal of Research in Crime and Delinquency34:113-55.
33.
Tita, George, Jacqueline Cohen, and John Engberg.2005. ‘‘An Ecological Study of the Location of Gang ‘Set Space.’’’ Social Problems52:272-99.
34.
Tobler, Waldo R.1970. ‘‘A Computer Movie Simulating Urban Growth in the Detroit Region.’’Economic Geography46:234-40.
35.
Weisburd, David, Gerben J. N. Bruinsma, and Wim Bernasco .2009. ‘‘Units of Analysis in Geographic Criminology: Historical Development, Critical Issues, and Open Questions.’’ in Putting Crime in its Place: Units of Analysis in Geographic Criminology, edited by David Weisburd, Wim Bernasco, and Gerben J. N. Bruinsma.New York: Springer.
36.
Weisburd, David, Shawn Bushway, Cynthia Lum, and Sue-Ming Yang.2004. ‘‘Trajectories of Crime at Places: A Longitudinal Study of Street Segments in the City of Seattle.’’Criminology42:283-322.
37.
Wellsmith, Melanie and Amy Burrell.2005. ‘‘The Influence of Purchase Price and Ownership Levels on Theft Targets: The Example of Domestic Burglary. ’’ British Journal of Criminology45:741-64.
38.
Wright, Richard T. and Scott H. Decker.1997. Armed Robbers in Action. Boston: Northeastern University Press.
39.
Zipf, George Kingsley.1949. Human Behavior and the Principle of Least Effort. An Introduction to Human Ecology. Cambridge, MA: Addison-Wesley.
