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...

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

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