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. Author manuscript; available in PMC: 2018 Feb 1.
Published in final edited form as: Drug Alcohol Depend. 2016 Nov 24;171:70–83. doi: 10.1016/j.drugalcdep.2016.11.021

Table 2.

Seven-Class Model of Past 12-Month Marijuana Use from Ages 18 through 50

Modal
Age
Overall
Proportion
Non-
Users
Early YA
Moderate
Users
YA
Moderate
Users
Persistent
Moderate
Users
Early YA
Heavy
Users
YA
Heavy
Users
Persistent
Heavy
Users
Latent Class Membership Probabilities
0.44 0.22 0.12 0.06 0.06 0.05 0.05
Item Response Probabilities
0 Occasions in past 12 months
18 0.53 0.90 0.31 0.43 0.15 0.07 0.07 0.08
19/20 0.53 0.95 0.23 0.34 0.12 0.02 0.07 0.04
21/22 0.56 0.95 0.44 0.22 0.14 0.03 0.00 0.02
23/24 0.62 0.96 0.69 0.18 0.15 0.08 0.01 0.02
25/26 0.68 0.98 0.90 0.20 0.18 0.21 0.02 0.03
27/28 0.74 0.98 0.96 0.47 0.17 0.40 0.03 0.03
29/30 0.79 0.99 0.98 0.65 0.25 0.63 0.07 0.03
35 0.84 1.00 0.96 0.86 0.30 0.86 0.29 0.03
40 0.86 1.00 0.96 0.93 0.22 0.96 0.48 0.04
45 0.88 1.00 0.95 0.98 0.38 0.95 0.61 0.03
50 0.88 1.00 0.95 0.95 0.44 0.91 0.65 0.09
1-39 Occasions in past 12 months
18 0.33 0.10 0.59 0.51 0.60 0.37 0.36 0.32
19/20 0.32 0.05 0.70 0.64 0.62 0.26 0.22 0.23
21/22 0.30 0.05 0.55 0.73 0.67 0.32 0.13 0.18
23/24 0.26 0.04 0.30 0.79 0.73 0.50 0.11 0.17
25/26 0.22 0.02 0.10 0.78 0.76 0.58 0.16 0.14
27/28 0.18 0.02 0.04 0.51 0.78 0.53 0.30 0.13
29/30 0.14 0.01 0.02 0.34 0.68 0.36 0.42 0.16
35 0.11 0.01 0.04 0.13 0.62 0.13 0.53 0.15
40 0.09 0.00 0.04 0.07 0.70 0.04 0.45 0.16
45 0.08 0.00 0.05 0.02 0.56 0.05 0.38 0.24
50 0.08 0.01 0.04 0.04 0.49 0.07 0.31 0.24
40+ Occasions in past 12 months
18 0.14 0.00 0.10 0.06 0.25 0.56 0.56 0.61
19/20 0.14 0.00 0.07 0.01 0.26 0.72 0.72 0.73
21/22 0.14 0.00 0.01 0.05 0.19 0.65 0.86 0.80
23/24 0.12 0.00 0.00 0.04 0.13 0.43 0.87 0.81
25/26 0.10 0.00 0.00 0.03 0.06 0.20 0.82 0.84
27/28 0.08 0.00 0.00 0.02 0.05 0.07 0.67 0.85
29/30 0.07 0.00 0.00 0.01 0.07 0.01 0.51 0.81
35 0.05 0.00 0.00 0.01 0.08 0.01 0.19 0.82
40 0.04 0.00 0.00 0.00 0.08 0.00 0.07 0.80
45 0.04 0.00 0.00 0.00 0.07 0.00 0.01 0.73
50 0.04 0.00 0.00 0.01 0.08 0.02 0.04 0.67

Notes: Unweighted n=9,831. YA = young adult. Bold font indicates item-response probabilities of >.50. Latent class membership probabilities sum to 1 horizontally. Item response probabilities (reflecting the probabilities of each level of use for the sample overall, as well as within latent classes), sum to 1 vertically within age. For example, at age 18, the overall probability of not using marijuana use in the past 12 months was 0.53, the probability of using on 1-39 occasions was 0.33, and was 0.14 for using on 40+ occasions.