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Daniel Rodriguez, Janet Audrain-McGovern, Team Sport Participation and Smoking: Analysis with General Growth Mixture Modeling, Journal of Pediatric Psychology, Volume 29, Issue 4, June 2004, Pages 299–308, https://doi.org/10.1093/jpepsy/jsh031
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Abstract
Objective To assess the likelihood of smoking among adolescents with different patterns of team sport participation, grades 9–11. Methods Adolescents (N = 1,098) participating in a longitudinal study of the biobehavioral predictors of smoking adoption completed items assessing various health-related behaviors, including team sport participation and smoking practices. General growth mixture modeling (GGMM) was used to analyze the data. Results Four patterns of team sport participation were found. Adolescents with decreasing or erratic participation were nearly three times more likely than adolescents with high participation to be current smokers in eleventh grade. Nonwhites were at particular risk for decreasing and erratic patterns of participation, and later smoking. Females were at high risk for low team participation. Conclusion Results suggest that multiple patterns of team sport participation can be identified with GGMM and that these patterns may be useful in characterizing individuals at particular risk for future smoking.