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Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis
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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4628343/ https://www.ncbi.nlm.nih.gov/pubmed/26521133 http://dx.doi.org/10.1186/s12889-015-2423-9 |
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author | Do, Young Kyung Bautista, Mary Ann |
author_facet | Do, Young Kyung Bautista, Mary Ann |
author_sort | Do, Young Kyung |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4628343 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46283432015-11-01 Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis Do, Young Kyung Bautista, Mary Ann BMC Public Health Research Article 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. BioMed Central 2015-10-31 /pmc/articles/PMC4628343/ /pubmed/26521133 http://dx.doi.org/10.1186/s12889-015-2423-9 Text en © Do and Bautista. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Do, Young Kyung Bautista, Mary Ann Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis |
title | Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis |
title_full | Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis |
title_fullStr | Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis |
title_full_unstemmed | Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis |
title_short | Tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis |
title_sort | tobacco use and household expenditures on food, education, and healthcare in low- and middle-income countries: a multilevel analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4628343/ https://www.ncbi.nlm.nih.gov/pubmed/26521133 http://dx.doi.org/10.1186/s12889-015-2423-9 |
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