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Author: Guo, Siying

Resulting in 5 citations.

1.	Guo, Siying
1.	A Model of Religious Involvement, Family Processes, Self-Control, and Juvenile Delinquency in Two-Parent Families Journal of Adolescence 63 (February 2018): 175-190. Also: http://www.sciencedirect.com/science/article/pii/S0140197117302154 Cohort(s): Children of the NLSY79, NLSY79, NLSY79 Young Adult Publisher: Elsevier Keyword(s): Adolescent Behavior; Delinquency/Gang Activity; Family Process Measures; Parental Influences; Parenting Skills/Styles; Religious Influences; Self-Control/Self-Regulation Family processes, adolescent religious involvement, and self-control may serve as important mechanisms that mediate the relationship between parental religious involvement and delinquency. However, at present no study has systematically investigated the relationships among these factors and how these mediating mechanisms work. To address this gap, path analyses are conducted to test the hypothesized pathways whereby parental religious involvement operates to discourage delinquent behaviors of offspring. The study variables are taken from three waves of the study of the National Longitudinal Survey of Youth 1979 and its descendent NLSY79 Child and Young Adults at two year intervals (2000, 2002, and 2004). 1020 American adolescents who are 10-14 years old in 2002 are selected for final analyses. The findings suggest that parental religious involvement does not affect adolescent delinquency four years later directly, but indirectly through its influence on adolescent religious involvement, parenting practices, inter-parental conflict, and their interactions with adolescent self-control.
	Bibliography Citation Guo, Siying. "A Model of Religious Involvement, Family Processes, Self-Control, and Juvenile Delinquency in Two-Parent Families." Journal of Adolescence 63 (February 2018): 175-190.

2.	Guo, Siying
2.	Childhood and/or Adolescence Bullying Victimization and Trajectories of Hard Drug Use from Late Adolescence to Young Adulthood Victims and Offenders published online (4 October 2021): DOI: 10.1080/15564886.2021.1982801. Also: https://www.tandfonline.com/doi/full/10.1080/15564886.2021.1982801 Cohort(s): NLSY97 Publisher: Taylor & Francis Group Keyword(s): Bullying/Victimization; Drug Use Permission to reprint the abstract has not been received from the publisher. The study aimed to identify developmental trajectories of hard drug use throughout late adolescence and into early adulthood and assess the unique and joint contribution of bullying victimization occurred in childhood and/or adolescence to the development of hard drug use. Using group-based trajectory modeling and multinomial logistic regression, the current study analyzed the data from the National Longitudinal Survey of Youth 1997 to investigate these phenomena. Results indicated that a four-group trajectory model best fit the data of hard drug use. Bullying victimization was important in understanding the developmental trajectories of hard drug use. Its effect differed by when the victimization occurs, in childhood only, in adolescence only, or in both. There is a great need to intervene with those being repeatedly bullied as early as possible in order to reduce the likelihood of hard drug use.
	Bibliography Citation Guo, Siying. "Childhood and/or Adolescence Bullying Victimization and Trajectories of Hard Drug Use from Late Adolescence to Young Adulthood." Victims and Offenders published online (4 October 2021): DOI: 10.1080/15564886.2021.1982801.

3.	Guo, Siying Liu, Jianxuan Meng, Chen Park, Hyejoon
3.	Longitudinal Impacts of Religious Profiles on Substance Abuse Among Emerging Adults: A Fusion of Unsupervised and Supervised Learning Approach Deviant Behavior published online (05 Sep 2023). Also: https://doi.org/10.1080/01639625.2023.2254904 Cohort(s): NLSY97 Publisher: Taylor & Francis Keyword(s): Drug Use; Learning, Supervised (Machine Learning/AI); Learning, Unsupervised (Machine Learning/AI); Machine Learning; Religion; Religious Attendance; Religious Beliefs; Substance Use; Young Adults This study aims to assess the longitudinal patterns of multifaceted religious profiles and their relationships with illegal substance abuse among young people transitioning from late adolescence to early adulthood. A novel longitudinal approach integrating the cutting-edge unsupervised and supervised learning techniques is proposed to analyze the data from the National Longitudinal Survey of Youth 1997. The results show that emerging adults who are highly religious in either subjective (e.g., religious beliefs) or objective (e.g., religious attendance) domain are much less likely to abuse illegal substances than their religiously disengaged peers. Religiosity, regardless of subjective or objective, tends to be protective, but its effect is most prominent among young people most profoundly devoted to both religious beliefs and behaviors. Nevertheless, possessing strong commitment to religious beliefs without accompanying frequent religious behaviors may put emerging adults at greater risk for illicit substance abuse, compared to those who hold high level of religious beliefs but do not engage in corresponding religious behaviors frequently.
	Bibliography Citation Guo, Siying, Jianxuan Liu, Chen Meng and Hyejoon Park. "Longitudinal Impacts of Religious Profiles on Substance Abuse Among Emerging Adults: A Fusion of Unsupervised and Supervised Learning Approach." Deviant Behavior published online (05 Sep 2023).

4.	Guo, Siying Metcalfe, Christi
4.	Religion as a Social Control: A Longitudinal Study of Religious Involvement and Substance Use Crime and Delinquency 65,8 (July 2019): 1149-1181. Also: https://journals.sagepub.com/doi/full/10.1177/0011128718787510 Cohort(s): NLSY97 Publisher: Sage Publications Keyword(s): Modeling, Random Effects; Religion; Substance Use Permission to reprint the abstract has not been received from the publisher. The study examines the longitudinal relationship between religious involvement and substance use within emerging adulthood, accounting for changes in religious involvement over time and exploring variations across age, sex, race/ethnicity, and substance (i.e., alcohol, marijuana, and hard drugs). To this end, random effects models are used focusing on 11 waves of the National Longitudinal Survey of Youth, 1997. The findings demonstrate that increases in religious attendance are associated with reduced odds of all forms of substance use. In addition, the religious attendance-substance use relationship becomes weaker with age. Overall, religious attendance has a similar relationship with substance use among males and females, as well as Whites and non-Whites, with a few notable exceptions.
	Bibliography Citation Guo, Siying and Christi Metcalfe. "Religion as a Social Control: A Longitudinal Study of Religious Involvement and Substance Use." Crime and Delinquency 65,8 (July 2019): 1149-1181.

5.	Guo, Siying Metcalfe, Christi
5.	The Long Road to Probation Completion: A Longitudinal Analysis of the Effect of Life Events on Re-Arrest among Probationers Deviant Behavior published online (28 October 2020): DOI: 10.1080/01639625.2020.1841587. Also: https://www.tandfonline.com/doi/full/10.1080/01639625.2020.1841587 Cohort(s): NLSY97 Publisher: Taylor & Francis Keyword(s): Arrests; Criminal Justice System; Employment History; Incarceration/Jail; Marital History/Transitions; Marital Stability; Unemployment Although much effort has been taken to investigate probation failure and associated factors, less attention has been given to the stability and change in life events during the probation period that could influence probation violations, including re-arrest. Using data from the National Longitudinal Survey of Youth 1997 and survival analyses, the current study aimed to explore the likelihood of probation failure by re-arrest and survival time to re-arrest among those with stable and changing statuses of various social bonds, including marriage/cohabitation and employment. The results suggested that those experiencing stability in these life domains when entering probation initially did not seem to have the best chance of survival. Rather, it was change in these statuses that made a difference. Based on postestimation survival curves, those divorced/separated and unemployed experienced the quickest time to failure.
	Bibliography Citation Guo, Siying and Christi Metcalfe. "The Long Road to Probation Completion: A Longitudinal Analysis of the Effect of Life Events on Re-Arrest among Probationers." Deviant Behavior published online (28 October 2020): DOI: 10.1080/01639625.2020.1841587.

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