Methods: Data were drawn from the 2024 Behavioral Risk Factor Surveillance System (BRFSS). ACE exposure was measured using 13 items and categorized into four groups (0, 1–4, 5–7, and ≥8 ACEs). Frequent poor mental health, defined as ≥14 days of poor mental health in the past 30 days, was examined as a mediator. Outcomes included current smoking and current vaping. Survey-weighted logistic regression models were used to account for the complex sampling design and to adjust for sociodemographic covariates (age, sex, race/ethnicity, and education).
Results: All survey-weighted logistic regression models were statistically significant overall (all p < .001). In the model predicting frequent poor mental health, compared with respondents reporting no ACEs, those with 5–7 ACEs had higher odds (OR = 1.45, 95% CI [1.22, 1.73], p < .001), as did those with ≥8 ACEs (OR = 2.13, 95% CI [1.69, 2.69], p < .001).
In the smoking model, respondents with 5–7 ACEs (OR = 1.39, p = .020) and ≥8 ACEs (OR = 1.41, p = .014) had higher odds of current smoking compared with those reporting no ACEs. Frequent poor mental health was also associated with higher odds of current smoking (OR = 1.83, p < .001). While in the vaping model, respondents with ≥8 ACEs had odds of current vaping compared with those reporting no ACEs (OR = 0.69, p = .002). Frequent poor mental health was also associated with odds of vaping (OR = 0.78, p < .001).
Conclusion and Implication: Findings suggest that trauma-related pathways are not uniform across substance use behaviors. Mental health may help explain the relationship between ACEs and smoking and vaping. These results emphasize the need for trauma-informed interventions that recognize heterogeneous behavioral responses to adversity.
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