Business School, Universidad Adolfo Ibañez, Santiago, Chile.
Universidad Adolfo Ibañez, Santiago, Chile.
Tob Control. 2018 Sep;27(5):560-567. doi: 10.1136/tobaccocontrol-2017-053857. Epub 2017 Oct 6.
To estimate the degree to which tobacco consumption is associated with spending on a set of goods and services in Chile, especially health and education, for the total population as well as for specific subgroups.
A seemingly unrelated regression equation system was used to estimate the statistical relationship between having tobacco expenditures and the budget share allocated to other items for the total population and for specific subgroups in Chile (eg, households within the bottom/top 33% by total expenditures). The use of household-level data allows for the control of a number of sociodemographic characteristics. The nationally representative 2012 Chilean Household Expenditure Survey was used for the analysis.
Tobacco consumption is associated with lower budget shares allocated to healthcare, education and housing expenses, especially for poorer households. In the case of health, not consuming tobacco is related to higher health expenditures: up to 32% for the total population. Similarly, in the case of education, not consuming tobacco is statistically related to higher education expenditures: up to 16% for the total population. For all groups, tobacco consumption is also related to a significantly higher budget share allocated to alcoholic beverages.
The strong significant statistical relationship found between tobacco consumption and resources allocated to healthcare and education consumption may be indicative of the existence of a crowding out effect of tobacco. This effect, in turn, may increase the burden that the rest of society must bear for the increased healthcare that they require because of tobacco consumption.
评估智利的烟草消费与一系列商品和服务支出(尤其是健康和教育支出)之间的关联程度,涵盖总人口以及特定群体。
使用看似不相关的回归方程组来估计智利总人口以及特定群体(如按总支出划分的底部/顶部 33%的家庭)中,有烟草支出与其他项目预算份额之间的统计关系。使用家庭层面的数据可以控制许多社会人口特征。本研究采用了具有全国代表性的 2012 年智利家庭支出调查数据进行分析。
烟草消费与医疗保健、教育和住房支出的预算份额较低相关,特别是对于贫困家庭而言。就健康而言,不吸烟与更高的健康支出相关:总人口中高达 32%。同样,在教育方面,不吸烟与更高的教育支出呈统计学相关:总人口中高达 16%。对于所有群体,烟草消费也与酒精饮料的预算份额显著增加相关。
烟草消费与医疗保健和教育消费之间存在的强显著统计学关系可能表明存在烟草消费的排挤效应。这种效应反过来可能会增加因烟草消费而导致的其他社会成员需要承担的额外医疗保健负担。