ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2023
Causal Effect of Education on Tobacco Use in Low-and-Middle-Income Countries.
Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.
- Factors Influencing the Use of Tobacco Among Youth in Low-Income, Lower-Middle-Income, and Upper-Middle-Income Countries: A Systematic Review.Journal of research in health sciences · 2024Pooled it
- Prevalence and Correlates of Disposable E-Cigarette Use Among Adolescents and Young Adults in Southern Poland.Journal of clinical medicine · 2026Article
- Global trends and projections of tracheal, bronchial, and lung cancer (TBL) associated with secondhand smoke (SHS) exposure in women: insights of the Global Burden of Disease (GBD) study 2021 from 1990 to 2021 and prediction to 2035.Journal of thoracic disease · 2026Article
- An Insight into pattern of tobacco use and nicotine dependence in a Hilly district of North India.Journal of family medicine and primary care · 2025Article
- The effects of community education on tobacco use among older adults in China.Tobacco induced diseases · 2025Article
- A nonlinear decomposition analysis of the rural-urban disparities in tobacco use among women in sub-Saharan Africa.PloS one · 2025Article
- Policy Awareness Outweighs Health Knowledge: A Structural Equation Modeling Analysis of Tobacco Quit Intention Determinants in Vietnam's Provincial Global Adult Tobacco Survey 2024.Tobacco use insights · 2025Article
- Regional differences in the daily consumption of smoked and smokeless tobacco among adults (25-64 years) in Mozambique: 2005 versus 2014/2015.Cadernos de saude publica · 2025Article
- The effect of active and passive smoking during pregnancy on birth outcomes: A cohort study in Shanghai.Tobacco induced diseases · 2024Article
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Authors and funding
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThe prevalence of smoking is unequally distributed across certain groups. One significant dimension is education inequality, where higher smoking prevalence is generally observed in lower-educated groups. However, studies investigating educational inequality are mostly associative. Meanwhile, studies carrying out a causal investigation focus typically on developed countries. In this study, we consider a panel of low-and-middle-income countries (LMICs) to investigate the causal link between education and smoking behavior. AIMS AND
methodsWe use detailed micro-level household surveys for 12 LMICs where the duration of compulsory schooling has been extended. By identifying the individuals subject to higher compulsory schooling and using the exogenous variation in education caused by the increase in the duration of compulsory schooling, we estimate the causal impact of education on tobacco consumption. We rely on regression analysis to estimate the effect.
resultsOur results reveal that those subject to higher years of compulsory schooling have lower smoking-related outcomes, suggesting that higher education significantly lowers tobacco consumption in LMICs. The effect is primarily observed for women, where, for instance, higher compulsory schooling reduces the probability of smoking by 23% and the number of cigarettes smoked by 27%.
conclusionsThe study's results establish the causal link between education and smoking behavior in LMICs. This significant impact suggests that education policy is still an important tool to help reduce tobacco consumption, especially in settings where the average level of education is not high initially. Moreover, discouraging men from smoking requires other measures to complement education policy. IMPLICATIONS: Education might help reduce tobacco consumption. However, studies-primarily for developed countries-find mixed results. This paper investigates the causal role of education on smoking in LMICs. Education reduces tobacco consumption, especially for women. Thus, education policy can be effective in low-education settings. Nonetheless, education policy should be accompanied by other policies to discourage men from smoking.
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