Abstract
Why do some cities have higher or lower crime rates than others? In this study we attempt to answer this fundamental question by identifying the theoretically motivated structural covariates which differentiate U.S. cities with extreme high and low crime rates. We apply discriminant function analysis across comprehensive samples of all U.S. cities with populations of greater than 25 000 in the periods 1960, 1970, and 1980 and then posit four question: are empirical findings from regression-based studies of city crime rates replicated in discriminant studies with extreme rates? Are the covariates that predict high or low crime rates unique to specific time periods? Which covariates are better able to discriminate high or low rates for specific crimes? And are specific covariates distinguishable in crime rate changes across time periods? Among our general findings, it appears that those cities with extreme high (low) crime rates tend to be the largest (smallest), most (least) economically deprived, and most (least) socially disintegrated. Associations with these latter two characteristics appear to have grown stronger over the past three census periods. The theoretical importance of these and other findings uncovered here are discussed and interpreted through Wilson's (1987) notion of concentration effects and social isolation which may have transformed inner-city areas in recent years.
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References
Bailey, William C.: 1984, ‘Poverty, inequality, and city homicide rates: Some not so unexpected findings’, Criminology 22, 531–50.
Baldwin, John D.: 1985, ‘Thrill and adventure seeking and the age distribution of crime: Comment on Hirschi and Gottfredson’, American Journal of Sociology 90, 1326–30.
Blau, Judith R. and Peter M. Blau: 1982, ‘The cost of inequality: Metropolitan structure and violent crime’, American Sociological Review 47, 114–29.
Cohen, Lawrence E. and Marcus Felson: 1979, ‘Social change and crime rate trends: A routine activities approach’, American Sociological Review 44, 588–608.
Cohen, Lawrence E., Marcus Felson, and Kenneth C. Land: 1980, ‘Property crime rates in the United States: A macrodynamic analysis, 1947–77, with Ex Ante forecasts for the mid-1980s’, Amercian Journal of Sociology 86, 90–118.
Cohen, Lawrence E., James R. Kluegel, and Kenneth C. Land: 1981, ‘Social inequality and predatory criminal victimization: An exposition and test of a formal theory’, American Sociological Review 46, 505–24.
Cohen, Lawrence E. and Kenneth C. Land: 1984, ‘Discrepancies between crime reports and crime surveys: Urban and structural determinants’, Criminology 22, 499–530.
Cohen, Lawrence E. and Kenneth C. Land: 1987, ‘Age structure and crime: Symmetry vs, asymmetry, and the projection of crime rates through the 1990s’, American Sociological Review 50, 317–32.
Cook, Philip J.: 1986, ‘The demand and supply of criminal opportunities’, pp. 1–27 in Crime and Justice: An Annual Review of Research, Vol. 7, edited by Michael Tonry and Norval Morris (University of Chicago Press, Chicago).
Decker, D. L., D. Shichor, and R. M. O'Brien: 1982, Urban Structure and Victimization (Lexington Books, Lexington, MA).
Gastil, Raymond D.: 1971, ‘Homicide and a regional culture of violence’, American Sociological Review 32, 927–44.
Gove, Walter, M. Hughes, and M. Geerken: 1985, ‘Are uniform crime reports a valid indicator of the Index crimes? An affirmative answer with minor qualifications’, Criminology 23, 451–502.
Greenberg, David F.: 1985, ‘Age, crime, and social explanation’, American Journal of Sociology 91, 1–21.
Hackney, Sheldon: 1969, ‘Southern violence’, Amerian Historical Review 74, 906–25.
Hindelang, Michael J., Michael R. Gottfredson, and James Garofalo: 1978, Victims of Personal Crime (Ballinger, Cambridge).
Hirschi, Travis and Michael R. Gottfredson: 1983, ‘Age and the explanation of crime’, American Journal of Sociology 89, 552–84.
Hirschi, Travis and Michael R. Gottfredson: 1985a, ‘Age and crime, logic and scholarship: Comment on Greenberg’, American Journal of Sociology 91, 22–7.
Hirschi, Travis and Michael R. Gottfredson: 1985b, ‘All wise after the fact learning theory, again: Reply to Baldwin’, American Journal of Sociology 90, 1330–33.
Jackson, Pamela Irving: 1984, ‘Opportunity and crime: A function of city size’, Social Science Review 68, 172–93.
Klecka, William R.: 1980, Discriminant Analysis (Sage Publications, Beverly Hills).
Kornhauser, Ruth Rosner: 1978, Social Sources of Delinquency: An Appraisal of Analytic Models (University of Chicago Press, Chicago).
Lachenbruch, Peter A.: 1975, Discriminant Analysis (Hafner, New York).
Lachenbruch, Peter A.: 1982, ‘Discriminant Analysis’, pp. 389–97 in Encyclopedia of Statistical Sciences, Vol. 2, edited by Samuel Kotz, Norman L. Johnson, and Campbell Read (Wiley-Interscience, New York).
Land, Kenneth C., Patricia L. McCall, and Lawrence E. Cohen: 1990, ‘Structural covariates of homicide rates: Are there any invariances across time and social space?’, American Journal of Sociology 95, 922–963.
Loftin, Colin and Robert Nash Parker: 1985, ‘An errors-in-variable model of the effect of poverty on urban homicide rates’, Criminology 23, 269–87.
Merton, Robert K.: 1938, ‘Social structure and anomie’, American Sociological Review 3, 672–82.
McCall, Patricia L., Kenneth C. Land, and Lawrence E. Cohen: 1990, ‘Violent crime rates: Is there a continuing influence of the South?’.
Messner, Steven F.: 1982, ‘Poverty, inequality, and the urban homicide rate’, Criminology 20, 103–14.
Messner, Steven F.: 1983a, ‘Regional and racial effects on the urban homicide rate: The subculture of violence revisited’, American Journal of Sociology 88, 997–1007.
Messner, Steven F.: 1983b, ‘Regional differences in the economic correlates of the urban homicide rate: Some evidence on the importance of cultural context’, Criminology 21, 477–88.
Neter, John, William Wasserman, and Michael Kutner: 1989, Applied Linear Regression Models (Richard D. Irwin, Inc., Homewood, Illinois).
Sampson, Robert J.: 1987, ‘Communities and crime’, pp. 91–114 in Positive Criminology, edited by Michael R. Gottfredson and Travis Hirschi (Sage Publications, Newbury Park).
Schuessler, Karl S. and G. Slatin: 1964, ‘Sources of variation in U.S. city crime’, Journal of Research on Crime and Delinquency 1, 127–48.
Shaw, Clifford R. and Henry McKay: 1942, Juvenile Delinquency and Urban Areas (University of Chicago Press, Chicago).
Steffensmeier, Darrell J., Emile Anderson Allan, Miles D. Harer, and Cathy Streifel: 1989, Age and the distribution of crime’, American Journal of Sociology 4, 803–31.
Williams, Kirk R. and Robert L. Flewelling: 1988, ‘The social production of criminal homicide: A comparative study of disaggregated rates in American cities’, American Sociological Review 53, 421–31.
Wilson, William Julius: 1987, The Truly Disadvantaged: The Inner City, the Under-class, and Public Policy (The University of Chicago Press, Chicago).
Wirth, Louis: 1938, ‘Urbanism as a way of life’, American Journal of Sociology 44, 1–24.
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The research reported here was supported, in part, by National Science Foundation Grant SES-8800595.
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Land, K.C., Mccall, P.L. & Cohen, L.E. Characteristics of U.S. cities with extreme (high or low) crime rates: Results of discriminant analyses of 1960, 1970, and 1980 data. Soc Indic Res 24, 209–231 (1991). https://doi.org/10.1007/BF00306080
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DOI: https://doi.org/10.1007/BF00306080