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Race, Employment Disadvantages, and Heavy Drinking: A Multilevel Model

机译:种族,就业劣势和酗酒:多层次模型

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摘要

We intended to determine (1) whether stress from employment disadvantages led to increased frequency of heavy drinking and (2) whether race had a role in the relationship between such disadvantages and heavy drinking. Study data came from the National Longitudinal Survey of Youth, a prospective study that has followed a representative sample of youth since 1979. Our study employed data from 11 particular years, during which the survey included items measuring respondents' heavy drinking. Our final sample numbered 10,171 respondents, which generated 75,394 person-waves for data analysis. Both of our hypotheses were supported by results from multilevel mixed-effects linear regression capturing the time-varying nature of three employment disadvantages and of the heavy-drinking outcome. Results show that more-frequent heavy drinking was associated with employment disadvantages, and that disadvantages' effects on drinking were stronger for Blacks and Hispanics than for Whites. That worsening employment disadvantages have worse effects on minority groups' heavy drinking (compared to Whites) probably contributes to the racial health disparities in our nation. Policies and programs addressing such disparities are especially important during economic downturns.
机译:我们打算确定(1)就业劣势带来的压力是否导致大量饮酒的频率增加,以及(2)种族是否在此类劣势与酗酒之间的关系中发挥作用。研究数据来自全国青年纵向调查,这是一项前瞻性研究,自1979年以来一直采用代表性的青年样本。我们的研究采用了11个特定年份的数据,在此期间,调查包括测量受访者重度饮酒的项目。我们的最终样本有10,171名受访者,产生了75,394个人波进行数据分析。我们的两个假设都得到了多层次混合效应线性回归的结果的支持,该线性回归捕获了三个就业劣势和重度饮酒结果的时变性质。结果显示,频繁饮酒与就业不利因素有关,而不利因素对饮酒的影响对黑人和西班牙裔人要比对白人强。就业劣势恶化对少数族裔大量饮酒(与白人相比)有更坏的影响,这可能加剧了我们国家的种族健康差异。在经济衰退期间,解决此类差距的政策和计划尤为重要。

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