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The relationship between age of initial illicit substance use and risky behavior among substance using arrestees.

机译:最初使用非法药物的年龄与使用药物的被捕者之间的危险行为之间的关系。

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摘要

Research has shown that age of initial substance use is related to continued substances use, intravenous substance use, trading sex for illicit substances, and arrest rates. However, this research has never focused on arrestees in general or substance using arrestees in particular. Thus, the purpose of this study was to determine whether age of initial illicit substance use can predict these four risky behaviors among a sample of substance using adult arrestees (n = 16,445). To determine this, four hypotheses were tested where age of initial illicit substance use predicted current illicit substance use, intravenous substance use, trading sex for illicit substance acquisition, and arrest rates. Because marijuana use is more prevalent than powder cocaine, crack cocaine, methamphetamine, or heroin use, the age of initiation of the latter four substances were combined to create one variable known as "age of initial hard drug use." All four hypotheses were tested with two independent variables: age of initial marijuana use and age of initial hard drug use. Logistic regressions were used to analyze the first three hypotheses and a generalized linear model that assumed a negative binomial distribution for count data was created to analyze the last hypothesis. As expected, age of initial marijuana use and age of initial hard drug use predicted current illicit substance use, past-year intravenous substance use, and arrest rates. However, none of the statistical models were valid in predicting the trade of sex for illicit substance acquisition. These results are likely due to the very low response rate in general and even lower positive response rate in particular. The primary limitation of this study is the robust sample size for a few of the statistical models used to make predictions. While some of the models (current use of powder cocaine, methamphetamine, heroin, and hard drug use; arrest rates) had acceptable fit, others did not (current use of marijuana and crack cocaine, past-year intravenous substance use); this is believed to be due to the influence of sample size on chi-square analyses. The results of this study adds to the body of knowledge where it was lacking, thereby providing information that could benefit prevention and treatment programming, and public health and criminal justice policy.
机译:研究表明,初次使用毒品的年龄与持续使用毒品,静脉使用毒品,将非法毒品交易为性以及逮捕率有关。然而,该研究从未集中于总体上或特别是使用被捕者的被捕者。因此,本研究的目的是确定最初使用非法药物的年龄是否可以预测使用成人被捕者的毒品样本中的这四种危险行为(n = 16,445)。为了确定这一点,对四个假设进行了检验,其中初始非法物质使用的年龄预测了当前的非法物质使用,静脉内物质使用,为获取非法物质而进行的性交易以及逮捕率。由于大麻的使用比粉末可卡因,可卡因,甲基苯丙胺或海洛因的使用更为普遍,因此将后四种物质的起始年龄结合起来,得出一个变量,称为“初次使用硬性毒品的年龄”。所有四个假设均通过两个独立变量进行了检验:初次使用大麻的年龄和初次使用毒品的年龄。使用Logistic回归分析前三个假设,并创建了一个假设线性计数模型为负二项式分布的广义线性模型来分析最后一个假设。正如预期的那样,最初使用大麻的年龄和最初使用硬性药物的年龄预测了当前的非法药物使用,过去一年的静脉内药物使用和逮捕率。但是,没有任何统计模型可以有效预测非法物质获取的性交易。这些结果可能是由于总体上非常低的响应率,尤其是更低的阳性响应率。这项研究的主要局限性是用于进行预测的一些统计模型的稳健样本量。虽然有些模型(当前使用可卡因粉,甲基苯丙胺,海洛因和硬毒品使用;逮捕率)可以接受,但其他模型则不可行(当前使用大麻和可卡因,去年使用静脉内药物)。据信这是由于样本量对卡方分析的影响。这项研究的结果增加了缺乏知识的知识体系,从而提供了有益于预防和治疗规划以及公共卫生和刑事司法政策的信息。

著录项

  • 作者

    King, Jennifer C.;

  • 作者单位

    Palo Alto University.;

  • 授予单位 Palo Alto University.;
  • 学科 Psychology Clinical.
  • 学位 Ph.D.
  • 年度 2013
  • 页码 112 p.
  • 总页数 112
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:42:12

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