Predictors of Protective Factors for Internet Game Addiction in Middle School Students using Data Mining Decision Tree Analysis

Author(s):  
Young-Ran Kweon ◽  
Se-Young Kim
2019 ◽  
Vol 33 (7) ◽  
pp. 1058-1062 ◽  
Author(s):  
Pallav Pokhrel ◽  
Francis Dalisay ◽  
Ian Pagano ◽  
Wayne Buente ◽  
Elizabeth Guerrero ◽  
...  

Purpose: To determine the prevalence of, and the risk and protective factors associated with, tobacco product use among adolescents in Guam, a US-Affiliated Pacific Island (USAPI) territory. To examine disparities in risk and protective factors across indigenous and nonindigenous groups. Design: Quantitative; cross-sectional. Setting: Middle and high schools in Guam. Sample: The Global Youth Tobacco Survey sample included a representative sample of 2449 6th to 12th graders (71% response rate). Sample for the supplemental study included 670 middle school students (76% response rate across randomly selected classrooms). Measures: Self-reported measures of lifetime and past 30-day tobacco and betel nut use, social competence, resistance self-efficacy, risk perceptions, friend and family tobacco product use, and ease of access to tobacco products. Analysis: Multilevel logistic regression and analysis of covariance. Results: The prevalence rates of current cigarette, smokeless tobacco, and e-cigarette use among middle school students were 8%, 8%, and 25%, respectively. Ability to resist social pressure to use tobacco/betel nut use was strongly associated with lower likelihood of tobacco (odds ratio [OR] = 0.76; 95% confidence interval [CI]: 0.68-0.84) and betel nut use (OR = 0.74; 95% CI: 0.67-0.82). Indigenous Pacific Islanders scored significantly lower on protective and higher on risk factors. Conclusion: Tobacco product use rates among Guam middle school students appear to be 4 to 5 times higher than the US national average rates. There is an urgent need for developing tobacco and betel nut use prevention programs for USAPI youth that are tailored to the needs of indigenous Pacific Islanders.


2019 ◽  
Vol 41 (4) ◽  
pp. 213-220
Author(s):  
M Amaris Knight ◽  
Amanda Haboush-Deloye ◽  
Pamela M Goldberg ◽  
Kelly Grob

Abstract Social–emotional learning (SEL) programs can be considered upstream, or primary prevention, because they focus on providing students with the life skills necessary to navigate situations and relationships from which problem behaviors may arise to prevent a crisis situation. Strategies & Tools to Embrace Prevention with Upstream Programs (SEL@MS, formerly known as STEP UP) is a comprehensive SEL curriculum for middle school students aimed at promoting universal prevention strategies for healthy populations. SEL@MS enhances protective factors against negative behaviors by reinforcing multilevel approaches to strengthening community, interpersonal, and individual attributes with lesson plans that can be integrated into school curricula. This quasi-experimental pilot study was conducted over the course of two years with 59 middle school students assigned to either the intervention (n = 27) or control (n = 32) group. Analyses demonstrated significant improvements among students in the intervention group in self-regulation, responsibility, social competence, and empathy. Results of this study suggest that SEL@MS is a promising approach to enhance social and emotional protective factors that, when fostered over time, have the potential to improve overall mental health.


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