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来源类型Working Paper
规范类型报告
DOI10.3386/w14102
来源IDWorking Paper 14102
Marijuana Use and High School Dropout: The Influence of Unobservables
Daniel F. McCaffrey; Rosalie Liccardo Pacula; Bing Han; Phyllis Ellickson
发表日期2008-06-20
出版年2008
语种英语
摘要In this study we reconsider the relationship between heavy and persistent marijuana use and high school dropout status using a unique prospective panel study of over 4500 7th grade students from South Dakota who are followed up through high school. Propensity score weighting is used to adjust for baseline differences that are found to exist before marijuana initiation occurs (7th grade). Weighted logistic regression incorporating these propensity score weights is then used to examine the extent to which time-varying factors, including substance use, also influence the likelihood of dropping out of school. We find a positive association between marijuana use and dropping out (OR=5.68), over half of which can be explained by prior differences in observational characteristics and behaviors. The remaining association (OR=2.31) is made statistically insignificant when measures of cigarette smoking are included in the analysis. Because no physiological justification can be provided for why cigarette smoking would reduce the cognitive effects of marijuana on schooling, we interpret this as evidence that the association is due to other factors. We then use the rich data to explore which constructs are driving this result, determining that it is time-varying parental and peer influences.
主题Health, Education, and Welfare ; Health
URLhttps://www.nber.org/papers/w14102
来源智库National Bureau of Economic Research (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/571778
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GB/T 7714
Daniel F. McCaffrey,Rosalie Liccardo Pacula,Bing Han,et al. Marijuana Use and High School Dropout: The Influence of Unobservables. 2008.
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