Exploring social and environmental factors contributing to smoking initiation among Thai adolescents using advanced feature selection techniques

The study identified geographical location, peer and family influence, and early exposure to smoking as critical predictors of smoking initiation among Thai adolescents. These findings underscore the need for targeted interventions addressing these factors to effectively reduce youth smoking initiation in Thailand, despite existing public health measures.

Authors

Institutions

Publication Details

Journal
Tobacco Prevention & Cessation
Published
2025-06-06
DOI
https://doi.org/10.18332/tpc/205065
Citations
2
Primary Topic
Smoking Behavior and Cessation
Type
article
Field-Weighted Citation Impact
2.33
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exploring social and environmental factors contributing to smoking initiation among Thai adolescents using advanced feature selection techniques

Tanachapong Wangkhamhan, Nipotepat Muangkote, Anongnart R Wangchamhan
2 citations
Tobacco Prevention & Cessation
Smoking Behavior and Cessation
2.33
article

Exploring social and environmental factors contributing to smoking initiation among Thai adolescents using advanced feature selection techniques

Tanachapong Wangkhamhan, Nipotepat Muangkote, Anongnart R Wangchamhan
article en
2 citations

Abstract

The study identified geographical location, peer and family influence, and early exposure to smoking as critical predictors of smoking initiation among Thai adolescents. These findings underscore the need for targeted interventions addressing these factors to effectively reduce youth smoking initiation in Thailand, despite existing public health measures.

Tobacco Prevention & CessationVol. 11(June)
Mahasarakham University (TH), Kalasin University (TH)
Good health and well-being
Openalex Percentile: Top 12%
Smoking Behavior and Cessation
2.33
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.