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. Author manuscript; available in PMC: 2026 Aug 6.
Published in final edited form as: Addict Behav. 2025 Aug 6;170:108451. doi: 10.1016/j.addbeh.2025.108451

Table 4. Discrete-time survival analysis (DTSA) assessing initiation of cannabis use, based on prior use* of each substance, and assessing initiation of each substance, based on prior cannabis use*, adjusting for sociodemographic, state non-medical cannabis laws, and psychosocial variables, among 5-18 years old and 19-34 years old, separately.

Prior use* of each substance in relation to initiating cannabis use
Age-period Cigarettes E-cigarettes Cigars Alcohol
aHR (95% CI) p aHR (95% CI) p aHR (95% CI) p aHR (95% CI) p
5-18 years old 5.41 (4.69-6.25) <.001 3.33 (2.61-4.25) <.001 6.22 (4.73-8.17) <.001 3.79 (3.39-4.25) <.001
19-34 years old 2.40 (2.03-2.84) <.001 1.67 (1.36-2.05) <.001 2.11 (1.68-2.64) <.001 2.51 (2.14-2.93) <.001
Prior use* of cannabis in relation to initiating use of each substance
Age-period Cigarettes E-cigarettes Cigars Alcohol
aHR (95% CI) p aHR (95% CI) p aHR (95% CI) p aHR (95% CI) p
5-18 years old 4.10 (3.54-4.75) <.001 4.08 (3.45-4.82) <.001 4.30 (3.64-5.07) <.001 4.50 (3.91-5.19) <.001
19-34 years old 2.37 (1.95-2.88) <.001 3.60 (3.11-4.17) <.001 2.33 (1.91-2.84) <.001 1.51 (1.24-1.83) <.001

Notes: * Prior use defined as ever having used the substance by the age-period one year earlier (time-lagged predictor). Cigarette, e-cigarette, cigar, and alcohol use by the prior age-period (t–1) in relation to cannabis initiation in a specific age-period (t): LRTs on PH assumption across all time periods: LR=137.05, df=24, p<.001; LR=33.70, df=24, p=.014; LR=68.44, df=21, p<.001; LR=47.96, df=21, p<.001. LRTs on PH assumption across the 2 age-period categories (>18 vs. 5-18): cigarette, e-cigarette, cigar, and alcohol use by the prior age-period (t–1) in relation to cannabis initiation in a specific age-period (t): LR=76.05, df=1, p<.001; LR=17.26, df=1, p<.001; LR=57.78, df=21, p<.001; LR=9.53, df=21, p=.002. Cannabis use by the prior age-period (t–1) in relation to initiating cigarette, e-cigarette, cigar and alcohol use in a specific age-period (t): LRTs on PH assumption across all the time periods: LR=92.73, df=21, p<.001; LR=184.37, df=22, p<.001; LR=126.52, df=21, p<.001; LR=151.14, df=20, p<.001. LRTs on PH assumption across the 2 age-period categories (>18 vs. 5-18): cigarette, e-cigarette, cigar, and alcohol use by prior age-period (t–1) in relation to cannabis initiation in a specific age-period (t): LR=19.84, df=1, p<.001; LR=0.70, df=1, p=.404; LR=30.31, df=1, p<.001; LR=90.40, df=1, p<.001. Covariates in each model included: age, sex, sexual orientation, race, ethnicity, parental education, rurality, state non-medical cannabis laws, lifetime mental health diagnosis including depressive disorder, anxiety disorder, and ADD, and personality characteristics including extraversion, agreeableness, conscientiousness, emotional stability, and openness to new experiences (not shown in table).