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最低工资上涨对吸烟行为的影响:来自韩国的一项准实验研究。

Impact of the minimum wage increase on smoking behaviour: A quasi-experimental study in South Korea.

机构信息

Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada.

School of Kinesiology and Health Science, York University, Toronto, Ontario, Canada.

出版信息

Soc Sci Med. 2023 Sep;333:116135. doi: 10.1016/j.socscimed.2023.116135. Epub 2023 Aug 3.

Abstract

BACKGROUND

While there's a growing body of research studying the health effects of minimum wage increases, evidence of its impact on smoking is inconsistent. Using nationally representative statistics, our quasi-experimental study examines the impacts of South Korea's 2018 minimum wage increase on smoking patterns, offering a distinctive context due to the significant wage growth and the country's permissive smoking culture.

METHODS

Using the Korean Welfare Panel Study (KOWEPS), we conducted a difference-in-differences analysis using two-way fixed effect (TWFE) and Callaway and Sant'Anna Difference-in-differences (CSDID) methods. The study sample (n = 3494) included individuals aged 19-64 at baseline in 2016, and employed in the entire study period (2016-2019).

RESULTS

The model results suggest a roughly 2% increase in the probability of current smoking with an insignificant impact on average daily cigarette consumption following the 2018 minimum wage increase in Korea. These effects were most pronounced among men and age groups (45-64). We also found policy effects on those earning up to 150% of the minimum wage.

CONCLUSION

In a culture with widespread acceptance of smoking, an exogenous increase in disposable income due to elevated minimum wage might enhance vulnerability to societal pressure to smoke. Although TWFE and CSDID both suggest the same overall trend, the latter approach allows a more detailed examination by acknowledging heterogeneous treatment effects. These results could guide policymakers to contemplate the potential for increased smoking resulting from minimum wage hikes in societies where tobacco use is common, and accordingly strategize anti-smoking public health initiatives.

摘要

背景

虽然有越来越多的研究关注最低工资上涨对健康的影响,但关于其对吸烟影响的证据并不一致。本研究利用全国代表性统计数据,采用准实验研究方法,考察了韩国 2018 年最低工资上涨对吸烟模式的影响,由于工资大幅上涨和该国宽松的吸烟文化,这为研究提供了独特的背景。

方法

本研究使用韩国福利面板研究(KOWEPS),采用双向固定效应(TWFE)和 Callaway 和 Sant'Anna 差分差异(CSDID)方法进行了差分分析。研究样本(n=3494)包括 2016 年基线时年龄在 19-64 岁之间、在整个研究期间(2016-2019 年)都有工作的个体。

结果

模型结果表明,在韩国 2018 年最低工资上涨后,当前吸烟的概率约增加了 2%,而平均每日香烟消费没有显著影响。这些影响在男性和 45-64 岁年龄组中最为明显。我们还发现,政策对那些收入达到最低工资 150%的人也有影响。

结论

在一个普遍接受吸烟的文化中,由于最低工资的提高导致可支配收入的增加,可能会增加人们对社会吸烟压力的脆弱性。虽然 TWFE 和 CSDID 都表明了相同的总体趋势,但后者的方法通过承认异质处理效应,允许更详细的检查。这些结果可以为政策制定者提供参考,使其考虑在吸烟普遍的社会中,由于最低工资上涨可能导致的吸烟增加,并相应地制定反吸烟公共卫生倡议。

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