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A latent structure analysis of delinquency
Authors:David Brownfield  Ann Marie Sorenson
Affiliation:(1) Department of Sociology and Anthropology, Purdue University, 47907 West Lafayette, Indiana;(2) Program in Measurement, Indiana University, 47405 Bioomington, Indiana
Abstract:
This paper uses latent structure analysis to develop a construct of delinquency based on a set of frequently used indicators of illegal behavior. Other methods, such as Guttman scaling and factor analytic procedures, are briefly reviewed as similar attempts to identify manifest (observed) variables that may act as indicators of a latent (unobserved or unobservable) variable, delinquency. The basic mathematical properties of the latent structure model employed in this paper are presented and then applied to a set of six self-report measures. The issue of external validity is also examined in a comparative analysis of an additive scale of delinquency and the latent class measure of delinquency. The latent class measure provides a considerable increase in the magnitude of association with such commonly studied correlates as attachment, peer delinquency, and instrumental attitudes toward the law.
Keywords:latent structure analysis  delinquency measures  categorical data  self-reports  validity
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