Some relevant factors in the consumption and non consumption of nicotine in adolescence

作者: Berta Cajal , Elena Gervilla , Alfonso Palmer

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摘要: Tobacco is the second most consumed substance among Spanish adolescents and its effects on health are well known. The aim of this study to analyze predictor value different personal, family environmental factors tobacco consumption in adolescent population using appropriate modelling techniques strategies included Data Mining. total sample made up 9,300 students aged between 14 18 years. anonymously answered a questionnaire which asked about frequency use addictive substances as series psychosocial variables. by friends, nights out, age, production prohibited, impulsive behaviour control exerted parents bear statistically significant influence number cigarettes per week constitute risk for initiating consumption. Future studies should analyze, proposed work longitudinal studies, whether tougher antismoking laws have been transformed into decrease adolescents.

参考文章(59)
Elena Gervilla, Alfonso Palmer, PREDICTION OF CANNABIS AND COCAINE USE IN ADOLESCENCE USING DECISION TREES AND LOGISTIC REGRESSION European Journal of Psychology Applied to Legal Context. ,vol. 2, pp. 19- 35 ,(2010)
José Ramón Fernández Hermida, Roberto Secades Villa, Intervención familiar en la prevención de drogodependencias Plan Nacional sobre Drogas. ,(2002)
Brian C. Castrucci, Karen K. Gerlach, Nancy J. Kaufman, C. Tracy Orleans, The association among adolescents' tobacco use, their beliefs and attitudes, and friends' and parents' opinions of smoking Maternal and Child Health Journal. ,vol. 6, pp. 159- 167 ,(2002) , 10.1023/A:1019774028526
Data-Mining Concepts Wiley-IEEE Press. pp. 1- 25 ,(2011) , 10.1002/9781118029145.CH1
José Luis Martínez Álvarez, Federico Fuentes Martín, Maribel Ramos Vergeles, Amparo Hernández Martín, None, Consumo de drogas en la adolescencia: importancia del afecto y la supervisión par ental Psicothema. ,vol. 15, pp. 161- 166 ,(2003)
Mark A. Hall, Ian H. Witten, Eibe Frank, Data Mining: Practical Machine Learning Tools and Techniques ,(1999)
Alfonso Luis Palmer Pol, Berta Cajal Blasco, Elena Gervilla García, Joan Roca, Modelling alcohol consumption during adolescence using zero inflated negative binomial and decision trees European Journal of Psychology Applied to Legal Context. ,vol. 2, pp. 145- 159 ,(2010)
Richard A Olshen, Charles J Stone, Leo Breiman, Jerome H Friedman, Classification and regression trees ,(1983)