Do Young Kyung, Bautista Mary Ann
Department of Health Policy and Management, Seoul National University College of Medicine and Institute of Health Policy and Management, Seoul National University Medical Research Center, 103 Daehak-ro, Jongno-gu, Seoul, 110-799, Korea.
Saw Swee Hock School of Public Health, National University of Singapore, 21 Lower Rd, Singapore, 119077, Singapore.
BMC Public Health. 2015 Oct 31;15:1098. doi: 10.1186/s12889-015-2423-9.
The majority of one billion smokers worldwide live in low- and middle-income countries (LMICs) and the highest proportion of smokers in most of these countries belong to the lower socioeconomic groups. This study aimed to investigate the associations between tobacco use within households and expenditures on food, education, and healthcare in LMICs.
Using data from the World Health Survey, this cross-sectional study included a sample of 53,625 adult males aged <60 years from 40 LMICs. Multilevel, mixed-effects linear regression was used to determine the association between current tobacco use status of the main income provider (daily; occasional; no use) and three categories of (logged) household expenditures: food, education, and healthcare; controlling for age, level of education, household wealth quintile, marital status, urban-rural setting, country-level income group, and region.
In the preferred random-slope models that controlled for covariates, daily tobacco use was associated with lower household expenditures on education and healthcare by 8.0% (95% confidence interval: -12.8 to -3.2%) and 5.5% (-10.7 to -0.3%), respectively. The association between tobacco use and food expenditure was inconsistent across models.
Tobacco use in LMICs may have a negative influence on investment in human capital development. Addressing the tobacco use problem in LMICs could benefit not only the health and economic well-being of smokers and their immediate families but also long-run economic development at a societal level.
全球10亿烟民中的大多数生活在低收入和中等收入国家(LMICs),在这些国家中,大多数吸烟者来自社会经济地位较低的群体。本研究旨在调查LMICs家庭内部烟草使用与食品、教育和医疗保健支出之间的关联。
利用世界卫生调查的数据,这项横断面研究纳入了来自40个LMICs的53625名年龄小于60岁的成年男性样本。采用多水平混合效应线性回归来确定主要收入提供者当前的烟草使用状况(每日使用;偶尔使用;不使用)与三类(取对数的)家庭支出之间的关联:食品、教育和医疗保健;同时控制年龄、教育水平、家庭财富五分位数、婚姻状况、城乡环境、国家层面的收入组和地区。
在控制协变量的首选随机斜率模型中,每日烟草使用分别与家庭在教育和医疗保健方面的支出降低8.0%(95%置信区间:-12.8%至-3.2%)和5.5%(-10.7%至-0.3%)相关。不同模型中烟草使用与食品支出之间的关联并不一致。
LMICs中的烟草使用可能会对人力资本开发投资产生负面影响。解决LMICs中的烟草使用问题不仅有利于吸烟者及其直系亲属的健康和经济福祉,也有利于社会层面的长期经济发展。