Analysis of Demographic, Familial, and Social Determinants of Smoking Behavior Using Machine Learning Methods

Analysis of Demographic, Familial, and Social Determinants of Smoking Behavior Using Machine Learning Methods

Smoking behavior, encompassing both traditional tobacco and electronic cigarette use, is influenced by a range of demographic, familial, and social factors. This study examines the relationship between smoking habits and family dynamics through a cross-sectional survey of 100 participants, using an...

Full description

Saved in:
Bibliographic Details
Main Authors: Joanna Chwał, Małgorzata Kostka, Paweł Stanisław Kostka, Radosław Dzik, Anna Filipowska, Rafał Jan Doniec
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Applied Sciences
Subjects:
e-cigarettes
traditional cigarettes
family relationships
communication patterns
social impact of smoking
AI in social research
Online Access:https://www.mdpi.com/2076-3417/15/8/4442
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2076-3417/15/8/4442

Similar Items