Table 3.
Odds ratios and 95 % confidence intervals based on final generalized estimating equation models of predictors of substance dependence (n = 743)
Predictor | Cannabis | Sedative | Stimulant | Cocaine | Opioid | Hallucinogen | Any |
Gender | 3.64* | 0.84 | 4.60* | 2.72 | 1.13 | 3.73 | 1.15 |
(1.33–9.88) | (0.30–2.39) | (1.11–19.08) | (0.80–9.19) | (0.57–2.25) | (0.93–14.90) | (0.56–2.38) | |
p = .011 | p = .75 | p = .04 | p = .11 | p = .73 | p = .06 | p = .70 | |
Age | 0.93* | 1.03 | 0.91* | 0.98 | 0.99 | 0.93 | 0.99 |
(0.90–0.96) | (0.99–1.06) | (0.86–0.96) | (0.94–1.02) | (0.95–1.02) | (0.87–1.001) | (0.96–1.02) | |
p < .0001 | p = .052 | p = .0006 | p = .26 | p = .48 | p = .06 | p = .36 | |
Education | 0.95 | 1.18 | 0.61 | 0.74 | 0.83 | 0.26* | 1.37 |
(0.53–1.69) | (0.74–1.89) | (0.31–1.20) | (0.40–1.37) | (0.44–1.59) | (0.09–0.78) | (0.87–2.13) | |
p = .86 | p = .49 | p = .15 | p = .34 | p = .58 | p = .02 | p =.17 | |
Neuroticism | 1.10 | 1.67* | 1.23 | 1.07 | 1.40 | 1.17 | 1.55* |
(0.85–1.41) | (1.28–2.20) | (0.88–1.72) | (0.72–1.59) | (0.98–1.99) | (0.63–2.18) | (1.25–1.92) | |
p = .47 | p = .0002 | p = .23 | p = .74 | p = .06 | p = .61 | p < .0001 | |
Novelty seeking | 1.33 | 1.05 | 1.01 | 0.93 | 1.22 | 0.89 | 1.05 |
(0.97–1.83) | (0.83–1.33) | (0.69–1.49) | (0.62–1.39) | (0.84–1.76) | (0.48–1.66) | (0.84–1.31) | |
p = .07 | p = .69 | p = .96 | p = .72 | p = .30 | p = .72 | p = .65 | |
Conduct disorder | 1.00 | 0.36* | 2.14* | 2.37 | 1.71 | 0.75 | 0.61 |
(0.60–1.66) | (0.15–0.88) | (1.16–3.96) | (0.87–6.46) | (0.86–3.39) | (0.28–2.04) | (0.27–1.37) | |
p = .99 | p = .025 | p = .015 | p = .09 | p = .12 | p = .58 | p = .23 | |
Primary depression | 5.14* | 12.40* | 6.77* | 1.35 | 2.38* | 2.45 | 11.84* |
(1.92–13.73) | (4.96–31.04) | (1.33–34.50) | (0.60–3.06) | (1.24–4.55) | (0.88–6.76) | (6.00–23.35) | |
p = .0011 | p < .0001 | p = .02 | p = .46 | p = .009 | p = .09 | p < .0001 | |
Nicotine dependence | 2.16* | 2.01* | 4.00* | 2.04 | 1.64 | 1.74 | 1.75* |
(1.09–4.28) | (1.13–3.58) | (1.71–9.33) | (0.61–6.83) | (0.72–3.78) | (0.38–7.93) | (1.12–2.75) | |
p = .03 | p = .018 | p = .001 | p = .25 | p = .24 | p = .47 | p=.01 | |
Age at onset of alcohol use | 0.88* | 0.94 | 0.98 | 0.94 | 1.09 | 0.86 | 0.94 |
(0.80–0.96) | (0.87–1.009) | (0.89–1.08) | (0.86–1.02) | (0.99–1.21) | (0.72–1.02) | (0.88–1.02) | |
p = .006 | p = .08 | p = .63 | p =.15 | p = .09 | p = .08 | p=.13 | |
Early drug use | 4.11* | 2.99* | 3.61* | 9.89* | 6.53* | 11.90* | 5.77* |
(2.42–6.98) | (1.71–5.24) | (1.79–7.28) | (3.17–30.92) | (3.06–13.94) | (1.89–74.99) | (3.56–9.37) | |
p < .0001 | p = .0001 | p = .0003 | p < .0001 | p < .0001 | p = .008 | p < .0001 | |
Maternal AD | 1.14 | 2.22* | 1.27 | 0.65 | 1.80 | 3.26* | 1.66* |
(0.61–2.13) | (1.29–3.80) | (0.60–2.67) | (0.22–1.93) | (0.86–3.79) | (1.25–8.48) | (1.02–2.69) | |
p = .67 | p = .004 | p = .53 | p = .44 | p = .12 | p = .02 | p = .04 | |
Paternal AD | 1.04 | 1.34 | 1.91 | 0.78 | 1.18 | 0.88 | 1.13 |
(0.59–1.80) | (0.82–2.20) | (1.00–3.67) | (0.35–1.75) | (0.62–2.26) | (0.34–2.27) | (0.73–1.76) | |
p = .90 | p = .25 | p = .051 | p = .55 | p = .61 | p = .79 | p = .57 | |
Primary Depression × Gendera | −1.19 | −1.09 | −1.06 | −1.16 | |||
p = .03 | p = .04 | p = .18 | p = .009 | ||||
Conduct Disorder × Gendera | 1.96 | 1.23 | |||||
p = .0003 | p = .01 |
Notes: Variables were coded as follows: conduct disorder, primary depression, nicotine dependence, maternal alcohol dependence (AD), paternal AD; 0 = no, 1 = yes. Gender: 0 = female, 1 = male. Neuroticism and novelty seeking: z scores. Age and age at onset of alcohol use: continuous. Early illicit drug use: 0 = age 18 or younger, 1 = after age 18 or never. Education: 0 = did not complete secondary school, 1 = completed secondary school. A blank space signifies that a variable was not included in the final model for a particular outcome because of its lack of significance in the univariate model for that outcome.
Regression weights and standard errors are displayed for interaction terms. Odds ratios for each stratum are reported in the results section.
Significant at α = .05.