ArticleJournal of family medicine and primary care2022
Tobacco smoking and blood pressure: How are they related among the Indians? - A secondary analysis of National Family Health Survey (NFHS)-4 data.
Article in Journal of family medicine and primary care, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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3 citing papers in PubMed, 5 citations in OpenAlex.
- Article
- Explainable artificial intelligence driven insights into smoking prediction using machine learning and clinical parameters.Scientific reports · 2025Article
- Hypertension care cascade in an urban resettlement colony and slum in Delhi, India: a cross-sectional survey.BMC public health · 2023Article
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Authors and funding
6 authors at 3 institutions in 1 country.
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Abstract
Background: India, the second leading producer of tobacco, puts the population at a higher chance of tobacco consumption contributing to a significant disease burden. Though tobacco smoking is a modifiable risk factor for hypertension and has been on the rise among the population, studies on the relationship of tobacco with hypertension are limited in India. Aim: This study aimed to assess the population-level risk of tobacco (smoke) use and elevated blood pressure (BP) among Indians and also assess the association of risk of tobacco smoking with hypertension based on the place of residence. Materials and Methods: Data from the National Family Health Survey (NFHS)-4 conducted between January 2015 and December 2016 was utilized. The prevalence of hypertension and its magnitude of association with smoking factors was found using univariable logistic regression. Multivariable logistic regression was performed to predict the association of smoking products with elevated BP by adjusting the model for sociodemographic factors, illness, physical characteristics, and state-wise data. Results: The weighted prevalence of hypertension was 16.56% (confidence interval [CI]: 16.34-16.78) in males and 11.20% (CI: 11.12-11.27) in females. Among those who smoked tobacco, 15.3% women and 22.4% men were hypertensive. This study highlights the significant association of smoking of various tobacco products with hypertension in both men and women on univariate analysis. But the adjusted mean elevated BP among the tobacco-using males and females was not significantly associated with smoking cigarettes, pipe, cigars, and hookah. Conclusion: Cigarette smoking is a modifiable factor for the development and progression of hypertension. Adequate preventive and promotive health measures targeting the young, rural inhabitants and the poorer sections of society may help in reducing tobacco consumption.
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