心理健康对烟酒消费的因果影响:工具变量方法

IF 1.9 4区 经济学 Q2 ECONOMICS Empirical Economics Pub Date : 2023-08-02 DOI:10.14264/fad1bd2
F. Mitrou, H. Nguyen, H. Le, S. Zubrick
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引用次数: 1

摘要

精神障碍和物质使用障碍之间的相互关系是众所周知的,但心理健康发病率是否会导致成瘾行为在很大程度上仍然未知。本文利用固定效应工具变量模型和澳大利亚具有全国代表性的小组数据集,就精神困扰对吸烟和饮酒行为的因果影响提供了有力的证据。我们发现,精神痛苦会显著增加吸烟或饮酒的患病率和强度。进一步的分析表明,精神痛苦也大大增加了家庭在烟草或酒精上的金钱支出。受教育程度较低的个人或吸烟者的子女受影响较大,男性受影响略高。我们的研究结果强调了心理健康筛查和治疗计划的重要性,特别是在受教育程度较低的个人或吸烟者的子女中,以帮助预防成瘾活动。
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The causal impact of mental health on tobacco and alcohol consumption: An instrumental variables approach
The reciprocal relationship between psychiatric and substance use disorders is well-known, yet it remains largely unknown whether mental health morbidity causally leads to addictive behaviours. This paper utilises a fixed effects instrumental variables model, which is identified by time-varying sources of plausibly exogenous variations in mental health, and a nationally representative panel dataset from Australia to present robust evidence on the causal impact of mental distress on cigarette smoking and alcohol drinking behaviours. We find that mental distress significantly increases the prevalence and intensity of either cigarette or alcohol consumption. Further analysis reveals that mental distress also substantially increases household monetary expenditures on either tobacco or alcohol. The impact is greater for lower educated individuals or children of smokers, and is slightly higher for males. Our findings highlight the importance of mental health screening and treatment programs, especially among lower educated individuals or children of smokers, to assist in the prevention of addictive activities.
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来源期刊
CiteScore
4.40
自引率
0.00%
发文量
157
期刊介绍: Empirical Economics publishes high quality papers using econometric or statistical methods to fill the gap between economic theory and observed data. Papers explore such topics as estimation of established relationships between economic variables, testing of hypotheses derived from economic theory, treatment effect estimation, policy evaluation, simulation, forecasting, as well as econometric methods and measurement. Empirical Economics emphasizes the replicability of empirical results. Replication studies of important results in the literature - both positive and negative results - may be published as short papers in Empirical Economics. Authors of all accepted papers and replications are required to submit all data and codes prior to publication (for more details, see: Instructions for Authors).The journal follows a single blind review procedure. In order to ensure the high quality of the journal and an efficient editorial process, a substantial number of submissions that have very poor chances of receiving positive reviews are routinely rejected without sending the papers for review.Officially cited as: Empir Econ
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