1. Introduction and Overview. 2. Detecting Influential Observations and Outliers. 3. Detecting and Assessing Collinearity. 4. Applications and Remedies. 5. Research Issues and Directions for Extensions. Bibliography. Author Index. Subject Index.

Regression Diagnostics: Identifying Influential Data and Sources of Collinearity

Men and Women of the Corporation

Research Summary
This study examined 40 African-American young men's direct and vicarious experiences with police harassment and violence, and their impact on perceptions of police. Study findings highlight the value of using comprehensive and nuanced measures of police/citizen encounters and underscore the importance of examining the impact of accumulated adverse experiences.

Policy Implications
The findings have implications for police oversight policies. In particular, police organizations should work toward developing complaint review processes that are not merely accessible to citizens but also inspire confidence among them. These efforts are crucial toward improving the image of police in minority communities and positively impacting citizen trust of, and satisfaction with, the police.

“police don't like black people”: african‐american young men's accumulated police experiences*

We test three different conceptual models—“experience with police,” “quality of life,” and “neighborhood context”—for directional accuracy and ability to explain satisfaction with the police. We also investigate whether these models help to explain the common finding that African-Americans are more dissatisfied with the police than are Caucasians. To do so, we use hierarchical linear modeling to simultaneously regress our outcome measure on clusters of citizen- and neighborhood-level variables. The analysis was conducted using recently collected information from the Project on Policing Neighborhoods (POPN). The data file consisted of survey responses from 5,361 citizens residing in 58 neighborhoods located in Indianapolis, Indiana and St. Petersburg, Florida. At the citizen level, the psychologically based “quality of life” model accounts for the greatest proportion of explained variance and provides the greatest directional accuracy. Also, residents of neighborhoods characterized by concentrated disadvan...

Experience, quality of life, and neighborhood context: A hierarchical analysis of satisfaction with police

This research updates and expands upon Decker’s article “Citizen attitudes toward the police: a review of past findings and suggestions for future policy” by summarizing the findings from more than 100 articles on perceptions of and attitudes toward the police. Initially, the value of research on attitudes toward the police is discussed. Then the research pertaining to the impact of individual level variables (e.g. race) and contextual level variables (e.g. neighborhood) on perceptions of the police is reviewed. Studies of juveniles’ attitudes toward the police, perceptions of police policies and practices, methodological issues and conceptual issues are also discussed. This review of the literature indicates that only four variables (age, contact with police, neighborhood, and race) have consistently been proven to affect attitudes toward the police. However, there are interactive effects between these and other variables which are not yet understood; a finding which indicates that theoretical generalizations about attitudes toward police should be made with caution.

Perceptions of the police

Since the 1960s, a substantial body of research has focused on citizens' attitudes toward the police. These studies tap a rather wide variety of outlooks: some ask about specific assessments of the police (e.g., satisfaction with the police in particular incidents), while others ask about more global assessments (e.g., satisfaction with the police in general, police in the community, or police in the neighborhood). Using data obtained through a panel survey of 398 residents of a large midwestern city, we compare specific assessments of police performance with more global attitudes toward the police. We also examine the effects of global and specific attitudes on one another. The results show that the two measures produce similar levels of support for the police. The results reveal further that global attitudes have substantial effects on specific assessments of police performance, and that the effects of specific assessments of police performance on global attitudes are modest by comparison.

Global and specific attitudes toward the police: Disentangling the relationship

This paper reassesses the relationship between race and attitudes toward the police. Using data obtained through a telephone interview survey of 560 residents of Detroit, the study contradicts previous research by finding that blacks hold more favorable attitudes toward the police than do whites. To explain these findings, we argue that as the social context of cities changes, so might the relationship between race and citizens' attitudes toward the police.

Reassessing the impact of race on citizens' attitudes toward the police: A research note

Who are the complaint-prone officers?: An examination of the relationship between police officers' attributes, arrest activity, assignment, and citizens' complaints about excessive force

Reform efforts in many police departments have diversified the workforce, especially with regard to race, sex, and sexual orientation. Research, however, has demonstrated that the assimilation of t...

Steven G. Brandl

Papers

Global and specific attitudes toward the police: Disentangling the relationship

Reassessing the impact of race on citizens' attitudes toward the police: A research note

Who are the complaint-prone officers?: An examination of the relationship between police officers' attributes, arrest activity, assignment, and citizens' complaints about excessive force

An examination of the workplace experiences of police patrol officers: The role of race, sex, and sexual orientation.

Crime-victim evaluation of police investigative performance