Dealing with Zeros: Adolescent Drug Use, Perceived Disapproval, and Perceived Harm.

IF 0.8 Q4 Medicine
JOURNAL OF DRUG EDUCATION Pub Date : 2023-09-01 Epub Date: 2023-12-10 DOI:10.1177/00472379231217820
Robert G LaChausse, Esther Lee, Jessica Ducsay
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引用次数: 0

Abstract

Because studies examining youth drug use often have data with a high proportion of zeros, they often do not meet the assumptions for univariate or linear regression analyses that are typically used. We demonstrate the use of zero-inflated negative binomial regression models to address excessive zeros in drug use frequency on perceptions of disapproval and perceived harm among middle and high school students (N = 522). We found that perceptions of parent disapproval were a better predictor of marijuana use (p = .01) than peer disapproval. Perceived harm was related to marijuana use (p = .04). Researchers should consider using zero-inflated negative binomial regression models when examining youth drug use.

与零打交道:青少年毒品使用、感知到的不认可和感知到的危害》(Adolescent Drug Use, Perceived Disapproval, and Perceived Harm.
由于对青少年毒品使用情况的研究通常会有较高比例的零数据,因此这些数据往往不符合通常使用的单变量或线性回归分析的假设条件。我们展示了如何使用零膨胀负二项回归模型来处理吸毒频率中过多的零对初高中学生(N = 522)的不认可感和危害感的影响。我们发现,与同伴的不认可相比,父母的不认可更能预测大麻的使用(p = .01)。感知到的危害与吸食大麻有关(p = .04)。研究人员在研究青少年吸毒时应考虑使用零膨胀负二项回归模型。
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来源期刊
JOURNAL OF DRUG EDUCATION
JOURNAL OF DRUG EDUCATION EDUCATION, SCIENTIFIC DISCIPLINES-
CiteScore
1.00
自引率
0.00%
发文量
5
期刊介绍: Authoritative, peer-refereed publication affording a wide-ranging coverage of important trends and developments in the drug field. Whatever your area of special interest, the Journal of Drug Education brings timely, helpful information, insights and methodologies that can be adapted to various situations. Look to this Quarterly for critical analyses, innovative approaches, scholarly standards, and clear, concise reports on theoretical, research and programmatic issues.
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