Factors Associated with E-Cigarette Use Among Undergraduate Students in Surabaya, Indonesia

The use of electronic cigarettes (e-cigarettes) has increased among college students and is influenced by behavioral and environmental factors. This study aimed to analyze the association between secondhand vapor exposure, health risk perception, accessibility, and tobacco promotional media with e-cigarette use among undergraduate students. A quantitative study with a cross-sectional design was conducted among 131 undergraduate students selected using multistage random sampling from seven faculties at Universitas Airlangga. Data were collected using standardized questionnaires that had been tested for validity and reliability. Bivariable and multivariable logistic regression analyses were performed to assess the association between independent variables and e-cigarette use. The prevalence of e-cigarette use among students was 20.6%. Bivariable analysis showed significant associations between e-cigarette use and secondhand vapor exposure (p = 0.004), health risk perception (p = 0.001), accessibility (p = 0.003), and tobacco promotional media (p = 0.028). Students with high exposure to secondhand vapor were more likely to use e-cigarettes (PR = 2.50; 95% CI: 1.51–4.13). Multivariable analysis indicated that secondhand vapor exposure was the strongest factor associated with e-cigarette use (PR = 3.61; p = 0.003), followed by accessibility (PR = 2.98; p = 0.006), while good health risk perception acted as a protective factor (PR = 0.15; p = 0.004). Tobacco promotional media was not significantly associated with e-cigarette use in the multivariable model. This study found that secondhand vapor exposure, health risk perception, and accessibility were independently associated with e-cigarette use among undergraduate students at Universitas Airlangga. Exposure to secondhand vapor showed the strongest association, highlighting the importance of environmental influences in shaping e-cigarette use among young adults. Keywords : Electronic Cigarettes, Secondhand Smoke, Health Risk, Perception, Students.

Authors

Institutions

Publication Details

Journal
Malahayati Nursing Journal
Published
2026-10-30
DOI
https://doi.org/10.33024/mnj.v8i11.26821
Primary Topic
Smoking Behavior and Cessation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Factors Associated with E-Cigarette Use Among Undergraduate Students in Surabaya, Indonesia

Melly C. Widyaningsih, Devina Dwi Kurnia
3 links
Malahayati Nursing Journal
Smoking Behavior and Cessation
article

Factors Associated with E-Cigarette Use Among Undergraduate Students in Surabaya, Indonesia

Melly C. Widyaningsih, Devina Dwi Kurnia
article en

Abstract

The use of electronic cigarettes (e-cigarettes) has increased among college students and is influenced by behavioral and environmental factors. This study aimed to analyze the association between secondhand vapor exposure, health risk perception, accessibility, and tobacco promotional media with e-cigarette use among undergraduate students. A quantitative study with a cross-sectional design was conducted among 131 undergraduate students selected using multistage random sampling from seven faculties at Universitas Airlangga. Data were collected using standardized questionnaires that had been tested for validity and reliability. Bivariable and multivariable logistic regression analyses were performed to assess the association between independent variables and e-cigarette use. The prevalence of e-cigarette use among students was 20.6%. Bivariable analysis showed significant associations between e-cigarette use and secondhand vapor exposure (p = 0.004), health risk perception (p = 0.001), accessibility (p = 0.003), and tobacco promotional media (p = 0.028). Students with high exposure to secondhand vapor were more likely to use e-cigarettes (PR = 2.50; 95% CI: 1.51–4.13). Multivariable analysis indicated that secondhand vapor exposure was the strongest factor associated with e-cigarette use (PR = 3.61; p = 0.003), followed by accessibility (PR = 2.98; p = 0.006), while good health risk perception acted as a protective factor (PR = 0.15; p = 0.004). Tobacco promotional media was not significantly associated with e-cigarette use in the multivariable model. This study found that secondhand vapor exposure, health risk perception, and accessibility were independently associated with e-cigarette use among undergraduate students at Universitas Airlangga. Exposure to secondhand vapor showed the strongest association, highlighting the importance of environmental influences in shaping e-cigarette use among young adults. Keywords : Electronic Cigarettes, Secondhand Smoke, Health Risk, Perception, Students.

Malahayati Nursing JournalVol. 8(11)
Universitas Airlangga (ID)
Good health and well-being
Openalex Percentile: Top 13%
Smoking Behavior and Cessation
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.

Laika access coming soon
Factors Associated with E-Cigarette Use Among Undergraduate Students in Surabaya, Indonesia — Melly C. Widyaningsih, Devina Dwi Kurnia · Malahayati Nursing Journal (2026) | TGRS Research Map | TGRS