The focus in this Second Edition is again on logistic regression models for individual level data, but aggregate or grouped data are also considered. The book includes detailed discussions of goodness of fit, indices of predictive efficiency, and standardized logistic regression coefficients, and examples using SAS and SPSS are included. More detailed consideration of grouped as opposed to case-wise data throughout the book Updated discussion of the properties and appropriate use of goodness of fit measures, R-square analogues, and indices of predictive efficiency Discussion of the misuse of odds ratios to represent risk ratios, and of over-dispersion and under-dispersion for grouped data Updated coverage of unordered and ordered polytomous logistic regression models.
Logistic Regression is designed for readers who have a background in statistics at least up to multiple linear regression, who want to analyze dichotomous, nominal, and ordinal dependent variables cross-sectionally and longitudinally.
This is a study of successful youth development in poor, disadvantaged neighborhoods in Denver and Chicago - a study of how children living in the worst neighborhoods develop or fail to develop the values, competencies and commitments that lead to a productive, healthy responsible adult life. While there is a strong focus on neighborhood effects, the study employs a multicontextual model examining both the direct effects of the neighborhood ecology, social organization and contexts embedded in the neighborhood. The unique and combined influence of the neighborhood, family, school, peer group and individual attributes on developmental success is estimated. The view that growing up in a poor, disadvantaged neighborhood condemns one to a life of repeated failure and personal pathology is revealed as a myth, as most youth in these neighborhoods are completing the developmental tasks of adolescence successfully.
This book uses life-course longitudinal data collected from a national probability sample of respondents over a span of nearly three decades to examine the impact of multiple forms of exposure to violence in adolescence on a broad range of outcomes in adulthood. The forms of adolescent exposure to violence include general violence victimization, parental physical abuse, witnessing parental violence, and exposure to neighborhood violence. The adult outcomes include adult educational attainment, employment, marital status, income and wealth, mental health, life satisfaction, illicit and problem substance use, general violence victimization and perpetration, intimate partner violence victimization and perpetration, and arrest. The results demonstrate the complex pattern of how the different forms of exposure to violence in adolescence have varying effects on different types of adult outcomes, and matter differently for females and males. Based on these results, implications for theory, policy, and future research are considered.
Longitudinal research is a broad field in which substantial advances have been made over the past decade. Unlike many of the existing books that only address the analysis of information. The Handbook of Longitudinal Research covers design and measurement as well as the data analysis. Designed for use by a wide-ranging audience, this Handbook not only includes perspective on the methodological and data analysis problems in longitudinal research but it also includes contributors' data sets that enable readers who lack sophisticated statistics skills to move from theories about longitudinal data into practice. As the comprehensive reference, this Handbook has no direct competition as most books in this subject area are more narrowly specialized and are pitched at a high mathematical level. Contributors and subject areas are interdisciplinary to reach the broadest possible audience (i.e., psychology, epidemiology, and economics research fields) Summary material will be included for less sohisticated readers Extensive coverage is provided of traditional advanced topics
Since ... writing the first edition of this monograph in 1990, ... the 1990s have seen an increasing focus on more sophisticated approaches to dealing with missing data in both cross-sectional and longitudinal research. Software applicable to longitudinal research has also improved, and more evidence for the rapid pace of change in longitudinal analysis can be found in the dozen or so books written and edited about longitudinal research design and data analysis published in the 1990s and early in the present millennium. The organization of this monograph remains the same as in the first edition. ... There is much less said about the application of traditional methods of analysis to longitudinal data, and more focus on analytical methods specifically designed for longitudinal data, including time series analysis, linear panel analyis, multilevel and latent growth curve modeling, and event history analysis."--Preface.
In the quarter century since the first edition of this book, scholarship on gangs in general, and especially youth gangs, has grown exponentially. This massive expansion of the literature on youth gangs, especially in the past decade, warranted this expanded and updated fourth edition. The first chapter has an expanded discussion of definitional issues, plus recent data from the National Youth Gang Survey, material on the evolving economic nature of gangs, and gang use of internet and social media. The second chapter continues by examining gang violence and drug involvement, and the extent to which they are intercorrelated, with new material on victimization of gang members and gang involvement in drug use and sales. Chapter 3 focuses on racial and ethnic decadences in gangs and the important role of race and ethnicity on gang membership and gang behavior in the U.S. The fourth chapter examines female gangs and gang membership and the changes that have taken place in the nature and extent of female gang membership over time. The fifth and sixth chapters place contemporary American gangs in the historical and international perspective. Chapter 5 includes a new section on youth gangs in the new millennium, and Chapter 6 has been reorganized, particularly to reflect the burgeoning research on European and other international gangs since the turn of the millennium. Chapter 7 has been expanded to include recent developments in the actual and potential application of biosocial, psychological, and life course developmental theories to gangs. Chapter 8 provides a comprehensive, multilevel theory of gangs with updates including new propositions, and new evidence for both the new and old propositions, based on more recent work in theory development and theory testing for gangs. The ninth and tenth chapters’ revisions focus on legislative and justice system efforts to deter gang crime and membership. Chapter 10 also focuses on intervention and assistance programs outside the justice system, including discussion of the Gang Resistance Education and Training program. The final chapter concludes by considering the future of youth gangs in the U.S. and elsewhere in light of historical and cross-national evidence, theory, and experience with gang interventions and programs, considering more recent developments in those areas, and whether they justify any change and for what would be expected of the future of youth gangs.
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