Please use this identifier to cite or link to this item: https://doi.org/10.1186/s12889-015-2423-9
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dc.titleTobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: A multilevel analysis
dc.contributor.authorDo Y.K.
dc.contributor.authorBautista M.A.
dc.date.accessioned2020-09-04T02:07:51Z
dc.date.available2020-09-04T02:07:51Z
dc.date.issued2015
dc.identifier.citationDo 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
dc.identifier.issn14712458
dc.identifier.urihttps://scholarbank.nus.edu.sg/handle/10635/174275
dc.description.abstractBackground: 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.
dc.publisherBioMed Central Ltd.
dc.sourceUnpaywall 20200831
dc.subjectconfidence interval
dc.subjectcontrolled study
dc.subjectcross-sectional study
dc.subjecteconomic development
dc.subjectfamily
dc.subjecthealth survey
dc.subjecthousehold
dc.subjecthuman
dc.subjectinvestment
dc.subjectlinear regression analysis
dc.subjectmajor clinical study
dc.subjectmale
dc.subjectmarriage
dc.subjectmultilevel analysis
dc.subjectnutrition education
dc.subjecttobacco use
dc.subjectwellbeing
dc.subjectadult
dc.subjecteconomics
dc.subjecteducation
dc.subjectfamily size
dc.subjectfood
dc.subjecthealth
dc.subjecthealth care cost
dc.subjectmiddle aged
dc.subjectmultilevel analysis
dc.subjectpoverty
dc.subjectsocioeconomics
dc.subjectstatistical model
dc.subjectstatistics and numerical data
dc.subjecttobacco use
dc.subjectAdult
dc.subjectCross-Sectional Studies
dc.subjectEducation
dc.subjectFamily Characteristics
dc.subjectFood
dc.subjectGlobal Health
dc.subjectHealth Expenditures
dc.subjectHealth Surveys
dc.subjectHumans
dc.subjectLinear Models
dc.subjectMale
dc.subjectMiddle Aged
dc.subjectMultilevel Analysis
dc.subjectPoverty
dc.subjectSocioeconomic Factors
dc.subjectTobacco Use
dc.typeArticle
dc.contributor.departmentDUKE-NUS MEDICAL SCHOOL
dc.description.doi10.1186/s12889-015-2423-9
dc.description.sourcetitleBMC Public Health
dc.description.volume15
dc.description.issue1
dc.description.page1098
dc.published.statePublished
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