Related Experiment Video
Updated: Feb 22, 2026

A Microcontroller Operated Device for the Generation of Liquid Extracts from Conventional Cigarette Smoke and Electronic Cigarette Aerosol
Published on: January 18, 2018
Changes in tobacco use patterns among students aged 13-15 years in 13 countries: Global Youth Tobacco Survey,
Nerline Jacques1,2, Liping Pan3, Rene A Arrazola3
1Office on Smoking and Health, Centers for Disease Control and Prevention, Atlanta, Georgia, USA nerline.jacques@gmail.com.
Background:
While cigarettes remain the most common form of tobacco product used, the global tobacco landscape is changing with the introduction and marketing of newer products.
Methods:
We examined the latest two waves of Global Youth Tobacco Survey data from 13 countries that implemented the survey between 2013 and 2023 to assess changes in exclusive, dual and poly-tobacco product use over time among students aged 13-15 years. Current tobacco use, defined as using any form of tobacco in the past 30 days, was categorised into six mutually exclusive variables: exclusive smoked tobacco, exclusive smokeless tobacco, exclusive heated tobacco, exclusive electronic cigarettes (e-cigarettes), dual use and poly-tobacco use. Multivariable logistic regression models adjusted for survey year, sex and age were used to estimate adjusted prevalence differences (aPDs) between survey rounds, accounting for the complex sampling design.
Results:
Exclusive smoked tobacco declined significantly in six countries, with aPDs ranging from -8.8 percentage points (95% CI -11.1 to -6.6) in Latvia to -2.8 points (95% CI -4.1 to -1.4) in Paraguay.Exclusive e-cigarette use increased in nine countries, ranging from 1.2 points (95% CI 0.3 to 2.1) in Albania to 6.6 points (95% CI 4.4 to 8.8) in the Czech Republic.Dual and/or poly-tobacco use also increased in eight countries, from 0.5 points (95% CI 0.0 to 0.9) in Nicaragua to 6.6 points (95% CI 3.0 to 10.2) in San Marino.
Conclusions:
There has been a shift in tobacco use patterns, moving from smoked tobacco to e-cigarettes and poly-tobacco use. Comprehensive implementation of tobacco control strategies may contribute to addressing emerging trends in tobacco use.
Related Concept Videos
Stimulants
Cocaine can be administered via snorting, injection, or smoking. It primarily functions by blocking the reuptake of dopamine, resulting in a euphoric high characterized by an intense sensation of happiness and...
Statistical Methods for Analyzing Epidemiological Data
Longitudinal Research
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
Cross-Sectional Research
Stress Prevention and Stress Management Techniques IV

