The association of academic orientation with frequent (21+ times) cannabis use (multi-level mixed-effects Poisson regression with robust standard errors, including a random intercept for school class level)
. | Null model . | Model 1 (crude) . | Model 2 . | Model 3 . | Model 4 . | Model 5 . | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
n = 4980 . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . |
Gender (ref = woman) | 1.65* | 1.09 | 2.50 | 1.65* | 1.09 | 2.49 | 1.70* | 1.09 | 2.63 | 1.66* | 1.11 | 2.48 | 1.69* | 1.11 | 2.59 | |
Higher education preparatory (HEP) | ref | ref | ref | ref | ref | |||||||||||
Vocational (VP) | 1.82* | 1.09 | 3.04 | 1.97* | 1.16 | 3.34 | 1.75* | 1.05 | 2.91 | 1.35 | 0.82 | 2.22 | 1.48 | 0.89 | 2.47 | |
Introduction (IP) | 2.45* | 1.28 | 4.66 | 2.66* | 1.42 | 4.98 | 2.01* | 1.01 | 3.98 | 1.80* | 1.02 | 3.19 | 1.78 | 0.98 | 3.24 | |
Socioeconomic status (ref = at least one parent studied at university/college) | 0.75 | 0.50 | 1.13 | 0.72 | 0.48 | 1.08 | ||||||||||
Truancy (ref = no) | 2.17* | 1.38 | 3.42 | 1.59* | 1.02 | 2.49 | ||||||||||
School dissatisfaction (ref = satisfied) | 1.55* | 1.01 | 2.37 | 1.37 | 0.90 | 2.09 | ||||||||||
Substance onset < 14 years old (ref = no) | 7.16* | 5.01 | 10.24 | 6.55* | 4.53 | 9.48 | ||||||||||
var(_cons) | 0.89 | 0.84 | 0.48 | 1.48 | 0.83 | 0.46 | 1.46 | 0.76 | 0.43 | 1.35 | 0.62 | 0.32 | 1.20 | 0.56 | 0.28 | 1.14 |
Model fitness | ||||||||||||||||
df | 2 | 5 | 6 | 7 | 6 | 9 | ||||||||||
AIC | 1108.1 | 1096.107 | 1096.245 | 1082.193 | 997.5929 | 994.3198 | ||||||||||
BIC | 1121.126 | 1128.673 | 1135.324 | 1127.786 | 1036.672 | 1052.938 |
. | Null model . | Model 1 (crude) . | Model 2 . | Model 3 . | Model 4 . | Model 5 . | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
n = 4980 . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . |
Gender (ref = woman) | 1.65* | 1.09 | 2.50 | 1.65* | 1.09 | 2.49 | 1.70* | 1.09 | 2.63 | 1.66* | 1.11 | 2.48 | 1.69* | 1.11 | 2.59 | |
Higher education preparatory (HEP) | ref | ref | ref | ref | ref | |||||||||||
Vocational (VP) | 1.82* | 1.09 | 3.04 | 1.97* | 1.16 | 3.34 | 1.75* | 1.05 | 2.91 | 1.35 | 0.82 | 2.22 | 1.48 | 0.89 | 2.47 | |
Introduction (IP) | 2.45* | 1.28 | 4.66 | 2.66* | 1.42 | 4.98 | 2.01* | 1.01 | 3.98 | 1.80* | 1.02 | 3.19 | 1.78 | 0.98 | 3.24 | |
Socioeconomic status (ref = at least one parent studied at university/college) | 0.75 | 0.50 | 1.13 | 0.72 | 0.48 | 1.08 | ||||||||||
Truancy (ref = no) | 2.17* | 1.38 | 3.42 | 1.59* | 1.02 | 2.49 | ||||||||||
School dissatisfaction (ref = satisfied) | 1.55* | 1.01 | 2.37 | 1.37 | 0.90 | 2.09 | ||||||||||
Substance onset < 14 years old (ref = no) | 7.16* | 5.01 | 10.24 | 6.55* | 4.53 | 9.48 | ||||||||||
var(_cons) | 0.89 | 0.84 | 0.48 | 1.48 | 0.83 | 0.46 | 1.46 | 0.76 | 0.43 | 1.35 | 0.62 | 0.32 | 1.20 | 0.56 | 0.28 | 1.14 |
Model fitness | ||||||||||||||||
df | 2 | 5 | 6 | 7 | 6 | 9 | ||||||||||
AIC | 1108.1 | 1096.107 | 1096.245 | 1082.193 | 997.5929 | 994.3198 | ||||||||||
BIC | 1121.126 | 1128.673 | 1135.324 | 1127.786 | 1036.672 | 1052.938 |
P < 0.05.
The association of academic orientation with frequent (21+ times) cannabis use (multi-level mixed-effects Poisson regression with robust standard errors, including a random intercept for school class level)
. | Null model . | Model 1 (crude) . | Model 2 . | Model 3 . | Model 4 . | Model 5 . | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
n = 4980 . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . |
Gender (ref = woman) | 1.65* | 1.09 | 2.50 | 1.65* | 1.09 | 2.49 | 1.70* | 1.09 | 2.63 | 1.66* | 1.11 | 2.48 | 1.69* | 1.11 | 2.59 | |
Higher education preparatory (HEP) | ref | ref | ref | ref | ref | |||||||||||
Vocational (VP) | 1.82* | 1.09 | 3.04 | 1.97* | 1.16 | 3.34 | 1.75* | 1.05 | 2.91 | 1.35 | 0.82 | 2.22 | 1.48 | 0.89 | 2.47 | |
Introduction (IP) | 2.45* | 1.28 | 4.66 | 2.66* | 1.42 | 4.98 | 2.01* | 1.01 | 3.98 | 1.80* | 1.02 | 3.19 | 1.78 | 0.98 | 3.24 | |
Socioeconomic status (ref = at least one parent studied at university/college) | 0.75 | 0.50 | 1.13 | 0.72 | 0.48 | 1.08 | ||||||||||
Truancy (ref = no) | 2.17* | 1.38 | 3.42 | 1.59* | 1.02 | 2.49 | ||||||||||
School dissatisfaction (ref = satisfied) | 1.55* | 1.01 | 2.37 | 1.37 | 0.90 | 2.09 | ||||||||||
Substance onset < 14 years old (ref = no) | 7.16* | 5.01 | 10.24 | 6.55* | 4.53 | 9.48 | ||||||||||
var(_cons) | 0.89 | 0.84 | 0.48 | 1.48 | 0.83 | 0.46 | 1.46 | 0.76 | 0.43 | 1.35 | 0.62 | 0.32 | 1.20 | 0.56 | 0.28 | 1.14 |
Model fitness | ||||||||||||||||
df | 2 | 5 | 6 | 7 | 6 | 9 | ||||||||||
AIC | 1108.1 | 1096.107 | 1096.245 | 1082.193 | 997.5929 | 994.3198 | ||||||||||
BIC | 1121.126 | 1128.673 | 1135.324 | 1127.786 | 1036.672 | 1052.938 |
. | Null model . | Model 1 (crude) . | Model 2 . | Model 3 . | Model 4 . | Model 5 . | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
n = 4980 . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . | IRR . | 95% CI . | . |
Gender (ref = woman) | 1.65* | 1.09 | 2.50 | 1.65* | 1.09 | 2.49 | 1.70* | 1.09 | 2.63 | 1.66* | 1.11 | 2.48 | 1.69* | 1.11 | 2.59 | |
Higher education preparatory (HEP) | ref | ref | ref | ref | ref | |||||||||||
Vocational (VP) | 1.82* | 1.09 | 3.04 | 1.97* | 1.16 | 3.34 | 1.75* | 1.05 | 2.91 | 1.35 | 0.82 | 2.22 | 1.48 | 0.89 | 2.47 | |
Introduction (IP) | 2.45* | 1.28 | 4.66 | 2.66* | 1.42 | 4.98 | 2.01* | 1.01 | 3.98 | 1.80* | 1.02 | 3.19 | 1.78 | 0.98 | 3.24 | |
Socioeconomic status (ref = at least one parent studied at university/college) | 0.75 | 0.50 | 1.13 | 0.72 | 0.48 | 1.08 | ||||||||||
Truancy (ref = no) | 2.17* | 1.38 | 3.42 | 1.59* | 1.02 | 2.49 | ||||||||||
School dissatisfaction (ref = satisfied) | 1.55* | 1.01 | 2.37 | 1.37 | 0.90 | 2.09 | ||||||||||
Substance onset < 14 years old (ref = no) | 7.16* | 5.01 | 10.24 | 6.55* | 4.53 | 9.48 | ||||||||||
var(_cons) | 0.89 | 0.84 | 0.48 | 1.48 | 0.83 | 0.46 | 1.46 | 0.76 | 0.43 | 1.35 | 0.62 | 0.32 | 1.20 | 0.56 | 0.28 | 1.14 |
Model fitness | ||||||||||||||||
df | 2 | 5 | 6 | 7 | 6 | 9 | ||||||||||
AIC | 1108.1 | 1096.107 | 1096.245 | 1082.193 | 997.5929 | 994.3198 | ||||||||||
BIC | 1121.126 | 1128.673 | 1135.324 | 1127.786 | 1036.672 | 1052.938 |
P < 0.05.
This PDF is available to Subscribers Only
View Article Abstract & Purchase OptionsFor full access to this pdf, sign in to an existing account, or purchase an annual subscription.