1.Loneliness and E-cigarette Use Among Adolescents in England: Evidence From the Smoking, Drinking and Drug Use Survey 2023
Yusuff Adebayo ADEBISI ; Najim Z. ALSHAHRANI ; Isaac Olushola OGUNKOLA
Journal of Preventive Medicine and Public Health 2026;59(1):66-74
Objectives:
Adolescent e-cigarette use is an increasing public health concern in England, yet the psychosocial drivers of this trend remain poorly understood. This study examines the association between loneliness and current e-cigarette use among secondary school students aged 11–15.
Methods:
We analysed data from 13 725 pupils who participated in the 2023 wave of the nationally representative Smoking, Drinking and Drug Use among Young People in England survey. Loneliness was assessed using a validated composite score derived from 3 indirect questions on social isolation, categorised as low, medium, and high. Current e-cigarette use was defined as self-reported use “sometimes” or “every week.” Logistic regression models estimated crude and adjusted odds ratios (ORs) for the association between loneliness and vaping, adjusting for age, gender, current smoking, ethnicity, family affluence, and alcohol use.
Results:
Overall, 8.0% of adolescents (n=1104) reported current e-cigarette use. Compared with those reporting low loneliness, adolescents with medium and high loneliness had significantly greater odds of vaping, with adjusted ORs of 1.48 (95% confidence interval [CI], 1.24 to 1.76; p<0.001) and 2.46 (95% CI, 2.00 to 3.04; p<0.001), respectively. Findings were consistent in sensitivity analyses using weekly e-cigarette use as the outcome. Adolescents with medium and high loneliness had significantly higher adjusted odds of weekly use (adjusted ORs, 1.39; 95% CI, 1.11 to 1.75; p=0.005; and 2.04; 95% CI, 1.55 to 2.71; p<0.001, respectively) compared with those reporting low loneliness.
Conclusions
Loneliness is a strong and graded correlate of adolescent e-cigarette use.
2.Predictors and Prevalence of Alcohol and Cannabis Co-use Among Filipino Adolescents: Evidence From a School-based Student Health Survey
Yusuff Adebayo ADEBISI ; Don Eliseo LUCERO-PRISNO III ; Jerico B. OGAYA ; Victor C. CAÑEZO JR. ; Roland A. NIEZ ; Florante E. DELOS SANTOS ; Melchor M. MAGRAMO ; Ann Rosanie YAP-TAN ; Francis Ann R. SY ; Omar KASIMIEH
Journal of Preventive Medicine and Public Health 2024;57(3):288-297
Objectives:
This study explored the prevalence and predictors of alcohol and cannabis co-use among 9263 Filipino adolescents, using data from the 2019 Global School-based Student Health Survey (GSHS).
Methods:
We conducted a cross-sectional secondary analysis of the GSHS, targeting adolescents aged 13-17 years and excluding cases with incomplete data on alcohol and cannabis use. Our analysis employed the bivariate chi-square test of independence and multivariable logistic regression using Stata version 18 to identify significant predictors of co-use, with a p-value threshold set at 0.05.
Results:
The weighted prevalence of co-users was 4.2% (95% confidence interval [CI], 3.4 to 5.3). Significant predictors included male sex (adjusted odds ratio [aOR], 4.50; 95% CI, 3.31 to 6.10; p<0.001) and being in a lower academic year, specifically grade 7 (aOR, 4.08; 95% CI, 2.39 to 6.99; p<0.001) and grade 8 (aOR, 2.20; 95% CI, 1.30 to 3.72; p=0.003). Poor sleep quality was also a significant predictor (aOR, 1.77; 95% CI, 1.29 to 2.44; p<0.001), as was a history of attempted suicide (aOR, 5.31; 95% CI, 4.00 to 7.06; p<0.001). Physical inactivity was associated with lower odds of co-use (aOR, 0.45; 95% CI, 0.33 to 0.62; p<0.001). Additionally, non-attendance of physical education classes (aOR, 1.48; 95% CI, 1.06 to 2.05; p=0.021), infrequent unapproved parental checks (aOR, 1.37; 95% CI, 1.04 to 1.80; p=0.024), and lower parental awareness of free-time activities (aOR, 0.63; 95% CI, 0.45 to 0.87; p=0.005) were associated with higher odds of co-use. Factors not significantly linked to co-use included age group, being in grade 9, always feeling lonely, having no close friends, being bullied outside school, and whether a parent or guardian understood the adolescent’s worries.
Conclusions
The findings highlight the critical need for comprehensive interventions in the Philippines, addressing not only physical inactivity and parental monitoring but also focusing on sex, academic grade, participation in physical education classes, sleep quality, and suicide attempt history, to effectively reduce alcohol and cannabis co-use among adolescents.

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