Spatio-temporal parse network-based trajectory modeling on the dynamics of criminal justice system.

We extend the existing group-based trajectory modeling by proposing the network-based trajectory modeling based on judicious design and analysis of a spatio-temporal parse network (STPN) as a representation of neighborhood structure that evolves in time. The STPN offers a principled qualitative specification for an explicit paradigm framework to deal with complex real-world problems. The framework is completed by developing a quantitative specification of latent field representation to merge seamlessly on or alongside the established STPN via hierarchical modeling. The models adopt spatial random effects to characterize the heterogeneity and autocorrelation over the locations where nonlinear trajectories were observed. The trajectories are then investigated in the presence of the operational constraints of the dependence structure induced by the spatial and temporal dimensions. With the framework, complex developmental trajectory problems can be discerned, communicated, diagnosed and modeled in a relatively simple way that interpretation is accessible to nontechnical audiences and quickly comprehensible to technically sophisticated audiences. The proposed modeling is applied to address the challenges of the trajectory modeling of nonlinear dynamics arising from a motivating criminal justice empirical process.

The Prevalence and Importance of Semiformal Organizations and Semiformal Control in Rural China: Insights from a National Survey.

This analysis of data collected from a nationwide survey in 2021 focused on the prevalence and importance of different forms of social control particularly semiformal social control in community order maintenance within rural China. Scholars have a growing interest in China's semiformal control. However, prior studies lack quantitative research on the prevalence and importance of this semiformal control. Employing quantitative analysis, this study found that China uses a trinary (formal, semiformal, and informal) control system to maintain social order as contrasted with a Western binary (formal vs. informal) control system. Overall, semiformal organizations-village committees-are more prevalent and important than formal control mechanisms such as government and police and informal control mechanisms such as xiangxian or kin or kin-kind community leaders. Furthermore, the relative prevalence and importance of semiformal organizations and control are found to be associated with types of social order maintenance activities. These findings are meaningful for testing the generalizability of social disorganization theory and developing a China- or Asian-centric control theory.

Semiformal Organizations and Control During the COVID-19 Crisis in China.

Scholars often compare China and Western societies in terms of dichotomous forms of control-formal and informal. Recent research indicates a nuanced form of social control-semiformal. Using a survey data collected during the 2020 COVID-19 pandemic in China, this study investigated the prevalence and importance of semiformal organizations, formal organizations, and informal groups participating in social control and social service and the predictors of the perceived importance of these three forms of social control mechanisms. Findings from this study revealed that formal organizations, the semiformal organizations, and informal groups all participated in community control and service. Semiformal organizations had the highest level of participation. This study found that education and age are the two major predictors of the views on the importance of formal, informal, and semiformal control and control mechanisms.

Routine activity effects of the Covid-19 pandemic on burglary in Detroit, March, 2020.

The spread of the coronavirus has led to containment policies in many places, with concomitant shifts in routine activities. Major declines in crime have been reported as a result. However, those declines depend on crime type and may differ by parts of a city and land uses. This paper examines burglary in Detroit, Michigan during the month of March, 2020, a period of considerable change in routine activities. We examine 879 block groups, separating those dominated by residential land use from those with more mixed land use. We divide the month into three periods: pre-containment, transition period, and post-containment. Burglaries increase in block groups with mixed land use, but not blocks dominated by residential land use. The impact of containment policies on burglary clarifies after taking land use into account.

Exploring the Association Between Work-Family Conflict and Job Involvement.

Past research among U.S. correctional staff has found that work-family conflict has negative outcomes such as decreasing job satisfaction, decreasing organizational commitment, and increasing job stress. Little empirical research has addressed the association of the specific types of work-family conflict with job involvement. The present study contributes to the literature by separately analyzing the relationship of the four specific major types of work-family conflict (time-based conflict, strain-based conflict, behavior-based conflict, and family-on-work conflict) with job involvement among surveyed staff at two Chinese prisons. Job involvement varied by the type of work-family conflict. Specifically, time-based conflict and strain-based conflict had nonsignificant association with job involvement, but behavior-based and family-based conflicts had significant negative associations.

Examining the association between work-family conflict and the work attitudes of job satisfaction and organizational commitment among Chinese correctional staff.

Considerable empirical research has shown that work-family conflict has a negative effect on the job satisfaction and organizational commitment of United States correctional staff. This study is the first to examine the effect of work-family conflict on job satisfaction and organizational commitment for staff at Chinese prisons. Findings from ordinary least squares (OLS) regression analyses indicated that strain-based conflict, behavior-based conflict and family-on-work conflict had negative effects on the job satisfaction of Chinese prison staff. Also, strain-based conflict and behavior-based conflict had negative effects on organizational commitment. Overall, the results support the conclusion that work-family conflict was generally perceived as stressful by Chinese prison staff and negatively impacted their job satisfaction and organizational commitment, as has been found among United States staff.

Supervision Strategies and Their Correlates: An Empirical Study of Chinese Community Correctional Staff.

While there are different approaches to dealing with offenders sentenced to community corrections, the three major ones are law enforcement (surveillance), therapeutic (rehabilitation), and crime opportunity prevention. Using the study of U.S. community corrections staff by Miller as a guide, the current study examined the supervision strategy used by Chinese community corrections staff in the Hubei province of China. Chinese community corrections staff were more likely to use the therapeutic and crime opportunity prevention approaches than the law enforcement model. Predictors of each of the three offender supervision approaches differed. The results from Chinese staff were similar in many ways to that found among U.S. staff reported by Miller but differed in some areas.

Predictors of Death Penalty Views in China: An Empirical Comparison Between College Students and Citizens.

China's current Criminal Law has 46 death-eligible offenses, and China executes more people than any other country in the world. However, there is a lack of study of attitudes toward capital punishment for specific offenses, and no death penalty view comparison between college students and regular citizens in China was found. This study was taken to address these limitations. Using a sample of 401 respondents from Zhejiang, China, in 2016, the present study found that more than 72% of respondents favored the death penalty without any specification of crime types. Level of death penalty support differed by various specific crimes. As expected, relative to college students, general population citizens were more likely to support capital punishment. Both groups had the highest death penalty support for murder. The study also revealed similar and different reasons behind death penalty attitudes between college students and regular citizens.

The Impact of Job Characteristics on Burnout Among Chinese Correctional Workers.

Job burnout has long been recognized as a common occupational hazard among correctional workers. Although past studies have investigated the effects of job-related characteristics on correctional staff burnout in Western societies, this line of research has largely been absent from the literature on community corrections in China. Using data collected from 225 community correction workers in a Chinese province, this study assessed the effects of positive and negative job characteristics on occupational burnout. Positive job characteristics included job autonomy, procedural justice, and role clarity. Negative characteristics included role conflict, job stress, and job dangerousness. As expected, role clarity tended to reduce burnout, whereas role conflict, job stress, and job dangerousness were likely to produce greater burnout among Chinese community correction workers. Male correctional officers were also subjected to a higher level of burnout than their female coworkers. Implications for future research and policy were discussed.

An Exploratory Study of the Effects of Work Environment Variables on Job Satisfaction Among Chinese Prison Staff.

Job satisfaction has been linked to many positive outcomes, such as greater work performance, increased organizational commitment, reduced job burnout, decreased absenteeism, and lower turnover intent/turnover. A substantial body of research has examined how work environment variables are linked to job satisfaction among U.S. correctional staff; far less research has examined prison staff in non-Western nations, especially China. Using survey data collected from two prisons in Guangzhou, China, this study investigated the level of job satisfaction among prison staff and how personal characteristics (i.e., gender, tenure, age, and educational level) and work environment variables (i.e., perceived dangerousness of the job, job variety, supervision, instrumental communication, and input into decision making) affect job satisfaction. The findings from ordinary least squares regression equations indicated that the work environment variables explained a greater proportion of the variance in the job satisfaction measure than the personal characteristics. In the full multivariate regression model, gender was the only personal characteristic to have a significant association with job satisfaction, with female staff reporting higher satisfaction. Input into decision making and job variety had significant positive associations, whereas dangerousness had a significant negative relationship with job satisfaction.

A Happy Life: Exploring How Job Stress, Job Involvement, and Job Satisfaction Are Related to the Life Satisfaction of Chinese Prison Staff.

Working in prisons is a demanding career. While a growing number of studies have explored the predictors of job stress, job involvement, and job satisfaction, very few studies have examined how job stress, job involvement, and job satisfaction effect prison staff life satisfaction. Moreover, past studies on prison staff life satisfaction have all been conducted among those working in the United States. The current study examined how job stress, job involvement and job satisfaction were associated with satisfaction with life among surveyed staff at two Chinese prisons. Job involvement and job satisfaction had positive effects on life satisfaction, while job stress had a negative effect.

Multicollinearity in hierarchical linear models.

This study investigates an ill-posed problem (multicollinearity) in Hierarchical Linear Models from both the data and the model perspectives. We propose an intuitive, effective approach to diagnosing the presence of multicollinearity and its remedies in this class of models. A simulation study demonstrates the impacts of multicollinearity on coefficient estimates, associated standard errors, and variance components at various levels of multicollinearity for finite sample sizes typical in social science studies. We further investigate the role multicollinearity plays at each level for estimation of coefficient parameters in terms of shrinkage. Based on these analyses, we recommend a top-down method for assessing multicollinearity in HLMs that first examines the contextual predictors (Level-2 in a two-level model) and then the individual predictors (Level-1) and uses the results for data collection, research problem redefinition, model re-specification, variable selection and estimation of a final model.

Chinese people's intended and actual use of the court to resolve grievance/dispute.

China's legal reforms have promoted the use of law and legal system to solve disputes. Based on data from a nationwide sample, this study examined among people who have recently encountered grievance/dispute, what is the relationship between their intention to use the court and their actual use of the court to solve the grievance/dispute, and what are the correlates that affect their intentions and actions of using legal versus other modes of remedies. The results highlight the primacy of administrative petitioning and non-governmental remedies in handing disputes. There is only a low degree of conjunction between people's reported willingness to use the law and their actual use of the law in addressing grievance/dispute. Education and urbanization play a significant role in legal mobilization. Further, type of grievance/dispute is among the most significant predictors for both intended and actual appeals to the court. Implications for future research are provided.

Public support of community corrections in China.

There are a variety of factors that have been associated with support for the use of community corrections in the West. However, little research has been completed to examine if these same factors are also associated with support for the use of community corrections in China. This exploratory study examined the degree of agreement and support of 764 Chinese citizens on the use of community corrections methods. Results indicated that most respondents supported the use of community corrections methods rather than traditional incarceration methods. In addition, five attitudes (the punishment perspective, the rehabilitation perspective, the humanitarian perception, cost-effectiveness, and risk) toward the use of community corrections methods were examined and all were found to be significantly associated with the support of community corrections in present-day China.

Do men and women differ in their perceptions of stalking: an exploratory study among college students.

Stalking is a crime that can terrify its victims and ultimately take a severe emotional toll. Although a growing body of research has examined stalking experiences and reactions of victims, there has been far less research on whether men and women differ in their perceptions of stalking. Toward this end, a survey of college students at a large public 4-year Midwestern university was undertaken. We examined differences is how men and women view stalking and whether gender differences were moderated by prior stalking experience. Specifically, we examined whether there were gender differences in perceptions of the pervasiveness of stalking, the harm stalking does, who tends to be stalked, if stalking mainly involves former relational partners, possible motivations for stalking, the line between courtship and stalking, and notions of victim blaming. We found significant differences in stalking views between men and women on all the measures, except for perceptions of the line between courtship and stalking. Women tended to perceive stalking as more pervasive and harmful. Men were more likely to perceive stalking as involving strangers and to blame the victim for the stalking. Female and male respondents also differed in their perceptions of motivations for stalking. Prior victim stalking experience did not moderate the gender differences. Although being a prior stalking victim had a significant association with 4 of the 7 stalking perception variables, its effect sizes were smaller than that of gender.

Citizens' obligation to obey the law: an empirical study of Guangzhou, China.

For thousands of years, China primarily used morality for its social control. Since its economic reform starting in 1978, China has moved toward legal control. Two fundamental questions, however, remain understudied in China: (a) the degree to which citizens feel obligated to obey the law and (b) the sources of citizens' perceived obligation to obey the law. This study was intended to answer these questions based on random surveys of 1,196 residents from Guangzhou, China. The study revealed that the vast majority of citizens in Guangzhou felt obligated to obey the law irrespective of their personal feelings. Normative and instrumental perspectives were important sources of Guangzhou citizens' perceived obligation to obey the law. In addition, Guangzhou citizens' perception of obligation to obey the law was related to not only individual-level variables but also neighborhood contextual factors.

Comparing and contrasting the formal and informal crime control views of Indian and U.S. College students: a preliminary study.

This study examined the importance of formal and informal crime control in the United States and India. Formal crime control relies on the law and official government agencies to deter criminal actions and to respond to criminal activity. Informal crime control relies on moral and social institutions (e.g., family, peers, and neighbors) to promote lawful behavior. Using the data collected from 928 college students, the study found that the Indian and U.S. respondents differed on most of the formal and informal control measures. Overall, the Indian respondents were more likely to rank informal control as more important than were their U.S. counterparts. Although there were differences, both groups of respondents shared similar views on the importance of both forms of crime control and held that family was the most important form of crime control.

The relationship between burnout and support for punishment and treatment: a preliminary examination.

According to the existing literature, support for punishment and support for treatment of inmates are the two major orientations held by correctional workers. There is a small but growing body of studies that has examined the predictors of these orientations. The literature suggests that personal characteristics account for little of the variance in correctional orientations whereas individual-level perceptions of work environment factors are related to correctional orientations; however, the effects of job burnout have not been explored. This study investigates the relationship between burnout and the two correctional orientations. Burnout has three dimensions: emotional exhaustion, depersonalization, and ineffectiveness. This study finds that depersonalization is positively related to support for punishment and negatively related to support for treatment. Ineffectiveness leads to a lower support for treatment whereas emotional exhaustion leads to a higher support for treatment.

East meets West: Chinese and U.S. college students' views on formal and informal crime control.

Both formal and informal crime control are used to deter people from engaging in criminal behavior that is harmful to the well-being of society. Formal criminal justice control uses the law and official government agencies to promote compliance, whereas informal criminal justice control uses morals and social institutions to encourage people to be law abiding. This study examined survey data to determine the importance of each form of social control among Chinese and U.S. college students. Chinese students were more likely to view formal and informal crime control as important mechanisms. Furthermore, Chinese students ranked the blending of formal and informal crime control as being more important.

Capital punishment views in China and the United States: a preliminary study among college students.

There is a lack of research on attitudes toward capital punishment in China, and there is even less research on cross-national comparisons of capital punishment views. Using data recently collected from college students in the United States and China, this study finds that U.S. and Chinese students have differences in their views on the death penalty and its functions of deterrence, rehabilitation, and incapacitation. This study also reveals that the respondents' perspectives of deterrence, rehabilitation, retribution, and incapacitation all affect their attitudes toward the death penalty in the United States, whereas only the first three views affect attitudes toward capital punishment in China. Furthermore, retribution is the strongest predictor in the United States, whereas deterrence is the strongest predictor in China.