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不同种族/族裔群体对酒精税的反应是否存在差异?来自1984 - 2009年行为危险因素监测系统的一些证据。

Does the response to alcohol taxes differ across racial/ethnic groups? Some evidence from 1984-2009 Behavioral Risk Factor Surveillance System.

作者信息

An Ruopeng, Sturm Roland

机构信息

RAND Corporation, Santa Monica, CA 90407, USA.

出版信息

J Ment Health Policy Econ. 2011 Mar;14(1):13-23.

Abstract

BACKGROUND

Excessive alcohol use remains an important lifestyle-related contributor to morbidity and mortality in the U.S. and worldwide. It is well documented that drinking patterns differ across racial/ethnic groups, but not how those different consumption patterns would respond to tax changes. Therefore, policy makers are not informed on whether the effects of tax increases on alcohol abuse are shared equally by the whole population, or policies in addition to taxation should be pursued to reach certain sociodemographic groups.

AIMS OF THE STUDY

To estimate differential demand responses to alcohol excise taxes across racial/ethnic groups in the U.S.

METHODS

Individual data from the Behavioral Risk Factor Surveillance System 1984-2009 waves (N= 3,921,943, 39.3% male; 81.3% White, 7.8% African American, 5.8% Hispanic, 1.9% Asian or Pacific Islander, 1.4% Native American, and 1.8% other race/multi-race) are merged with tax data by residential state and interview month. Dependent variables include consumption of any alcohol and number of drinks consumed per month. Demand responses to alcohol taxes are estimated for each race/ethnicity in separate regressions conditional on individual characteristics, state and time fixed effects, and state-specific secular trends.

RESULTS

The null hypothesis on the identical tax effects among all races/ethnicities is strongly rejected (P < 0.0001), although pairwise comparisons using t-test are often not statistically significant due to a lack of precision. Our point estimates suggest that the tax effect on any alcohol consumption is largest among White and smallest among Hispanic. Among existing drinkers, Native American and other race/multi-race are most responsive to tax effects while Hispanic least. For all races/ethnicities, the estimated tax effects on consumption are large and significant among light drinkers (1-40 drinks per month), but shrink substantially for moderate (41-99) and heavy drinkers (≥ 100).

DISCUSSION

Extensive research has been conducted on overall demand responses to alcohol excise taxes, but not on heterogeneity across various racial/ethnic groups. Only one similar prior study exists, but used a much smaller dataset. The authors did not identify differential effects. With this much larger dataset, we found some evidence for different responses across races/ethnicities to alcohol taxes, although we lack precision for individual group estimates. Limitations of our study include the absence of intrastate tax variations, no information on what type of alcohol is consumed, lack of controls for subgroup baseline alcohol consumption rates, and measurement error in self-reported alcohol use data.

IMPLICATIONS FOR HEALTH POLICIES

Tax policies aimed to reduce alcohol-related health and social problems should consider whether they target the most harmful drinking behaviors, affect subgroups in unintended ways, or influence some groups disproportionately. This requires information on heterogeneity across subpopulations. Our results are a first step in this direction and suggest that there exists a differential impact across races/ethnicities, which may further increase health disparities. Tax increases also appear to be less effective among the heaviest consumers who are associated with highest risk.

IMPLICATIONS FOR FURTHER RESEARCH

More research, including replications in different settings, is required to obtain better estimates on differential responses to alcohol tax across races/ethnicities. Population heterogeneity is also more complex than our first cut by race/ethnicity and needs more fine-grained analyses and model structures.

摘要

背景

在美国及全球范围内,过度饮酒仍然是一个与生活方式相关的重要致病和致死因素。有充分记录表明不同种族/族裔群体的饮酒模式存在差异,但对于这些不同的消费模式如何对税收变化做出反应却并无相关研究。因此,政策制定者并不清楚提高税收对酒精滥用的影响是否在全体人口中平均分布,或者除了税收政策之外是否还应采取其他政策来针对某些社会人口群体。

研究目的

估计美国不同种族/族裔群体对酒精消费税的需求反应差异。

方法

将1984 - 2009年行为风险因素监测系统各波次的个体数据(N = 3,921,943,男性占39.3%;白人占81.3%,非裔美国人占7.8%,西班牙裔占5.8%,亚裔或太平洋岛民占1.9%,美国原住民占1.4%,其他种族/多种族占1.8%)与按居住州和访谈月份划分的税收数据合并。因变量包括是否饮酒以及每月饮酒量。在考虑个体特征、州和时间固定效应以及各州特定长期趋势的情况下,通过单独回归估计每个种族/族裔对酒精税的需求反应。

结果

所有种族/族裔群体税收效应相同的原假设被强烈拒绝(P < 0.0001),尽管由于缺乏精确性,使用t检验进行的两两比较通常在统计上不显著。我们的点估计表明,税收对饮酒的影响在白人中最大,在西班牙裔中最小。在现有饮酒者中,美国原住民和其他种族/多种族对税收效应反应最敏感,而西班牙裔最不敏感。对于所有种族/族裔群体,估计税收对轻度饮酒者(每月1 - 40杯)的饮酒量影响大且显著,但对中度饮酒者(41 - 99杯)和重度饮酒者(≥100杯)的影响大幅减小。

讨论

关于酒精消费税的总体需求反应已有大量研究,但不同种族/族裔群体之间的异质性研究较少。之前只有一项类似研究,但使用的数据集要小得多,且未发现差异效应。利用这个大得多的数据集,我们发现了一些不同种族/族裔对酒精税反应不同的证据,尽管我们对各个群体的估计缺乏精确性。我们研究的局限性包括缺乏州内税收差异、没有关于所消费酒精类型的信息、缺乏对亚组基线酒精消费率的控制以及自我报告饮酒数据中的测量误差。

对健康政策的启示

旨在减少与酒精相关的健康和社会问题的税收政策应考虑其是否针对最有害的饮酒行为、是否以意外方式影响亚组群体或是否对某些群体影响过大。这需要了解亚人群体之间的异质性。我们的结果是朝这个方向迈出的第一步,表明不同种族/族裔之间存在差异影响,这可能会进一步加剧健康差距。税收增加在与最高风险相关的重度消费者中似乎效果也较差。

对进一步研究的启示

需要更多研究,包括在不同环境下的重复研究,以更好地估计不同种族/族裔对酒精税的差异反应。人口异质性比我们最初按种族/族裔划分更为复杂,需要更细致的分析和模型结构。

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