ArticleChildren (Basel, Switzerland)2020
Predicting Tobacco and Alcohol Consumption Based on Physical Activity Level and Demographic Characteristics in Romanian Students.
Article in Children (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Explainable artificial intelligence driven insights into smoking prediction using machine learning and clinical parameters.Scientific reports · 2025Article
- New Trends in Pediatric Hospitalizations for Acute Intoxications: A Single-Center Long-Term Retrospective Study.Children (Basel, Switzerland) · 2025Article
- Association of Physical Activity with Anthropometrics Variables and Health-Related Risks in Healthy Male Smokers.International journal of environmental research and public health · 2022Article
- An Analysis of the Links between Smoking and BMI in Adolescents: A Moving Average Approach to Establishing the Statistical Relationship between Quantitative and Dichotomous Variables.Children (Basel, Switzerland) · 2022Article
- The 'big four' health risk behaviors among Vietnamese adolescents: co-occurrence and socio-cultural risk factors.Health psychology and behavioral medicine · 2022Article
- Study of Psychosocial and Academic Indicators in Young Adults from Andalucía, Spain.International journal of environmental research and public health · 2021Article
- Does Participation in Sports Influence the Prevalence of and Initiation into Multiple Substance Misuse in Adolescence? A Two-Year Prospective Analysis.Children (Basel, Switzerland) · 2020Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThis study aims to assess the relationships between alcohol and tobacco consumption, physical activity (PA) and demographic characteristics in Romanian students.
methodsThere were 253 participants in this study (112 male and 141 female, age 19.2 ± 0.70 yrs; BMI 22.4 ± 2.2 kg/m
resultsResults showed that moderate consumption of tobacco and harmful consumption of alcohol had high prevalence among age, gender, year of study and PA level categories. Although the correlation coefficient showed no significant relationship between tobacco and alcohol use, it was shown that a negative correlation between tobacco and PA level existed. Further, age, year of study and PA level had a negative significant relationship with alcohol use among students. In the end, the tobacco and alcohol consumption prediction model showed heterogeneous coefficients.
conclusionFull models of tobacco and alcohol use were differently predicted by variables, so PAL (Physical Activity Level) could predict tobacco consumption but not alcohol.
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Registered trials
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