Please use this identifier to cite or link to this item: https://doi.org/10.1186/s12889-015-2423-9
Title: Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: A multilevel analysis
Authors: Do Y.K. 
Bautista M.A. 
Keywords: confidence interval
controlled study
cross-sectional study
economic development
family
health survey
household
human
investment
linear regression analysis
major clinical study
male
marriage
multilevel analysis
nutrition education
tobacco use
wellbeing
adult
economics
education
family size
food
health
health care cost
middle aged
multilevel analysis
poverty
socioeconomics
statistical model
statistics and numerical data
tobacco use
Adult
Cross-Sectional Studies
Education
Family Characteristics
Food
Global Health
Health Expenditures
Health Surveys
Humans
Linear Models
Male
Middle Aged
Multilevel Analysis
Poverty
Socioeconomic Factors
Tobacco Use
Issue Date: 2015
Publisher: BioMed Central Ltd.
Citation: Do Y.K., Bautista M.A. (2015). Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: A multilevel analysis. BMC Public Health 15 (1) : 1098. ScholarBank@NUS Repository. https://doi.org/10.1186/s12889-015-2423-9
Abstract: Background: 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. Methods: 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. Results: 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. Conclusions: 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. © 2015 Do and Bautista.
Source Title: BMC Public Health
URI: https://scholarbank.nus.edu.sg/handle/10635/174275
ISSN: 14712458
DOI: 10.1186/s12889-015-2423-9
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