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. Author manuscript; available in PMC: 2015 May 1.
Published in final edited form as: Addict Behav. 2013 Dec 18;39(5):923–933. doi: 10.1016/j.addbeh.2013.12.009

Table 6.

Prediction of Dichotomous Past Month Marijuana Use

Model 1 Model 2 Model 3
Coef. SE Coef. SE Coef SE
Intercept −4.776** 0.089 −1.076** 0.170 −0.940** 0.167
Friendship Group Position
Isolate 0.563 ** 0.086 0.319** 0.090 0.142 0.111
Liaison 0.346** 0.110 0.380** 0.117 0.312** 0.120
Peripheral Member 0.368** 0.050 0.236** 0.056 0.112+ 0.062
Non-Member 0.363+ 0.189 0.255 0.225 0.155 0.228
Demographics and Research Design
Sex 0.206 ** 0.038 0.052 0.041 −0.003 0.040
Hispanic 0.141+ 0.083 0.224* 0.090 0.192* 0.091
Black 0.075 0.127 0.296* 0.148 0.274+ 0.149
Native American 0.347 0.294 0.222 0.302 0.222 0.302
Asian −1.035** 0.302 −0.974** 0.328 −0.994** 0.328
Other Ethnicity 0.458** 0.077 0.287** 0.078 0.265** 0.079
Biological Parents −0.650** 0.031 −0.345** 0.038 −0.337** 0.040
School Lunch 0.076+ 0.046 −0.025 0.046 −0.015 0.045
Wave 2 0.553** 0.061 0.392** 0.076 0.411** 0.077
Wave 3 1.274** 0.069 0.891** 0.092 0.906** 0.094
Wave 4 1.758** 0.069 1.337** 0.081 1.357** 0.083
Wave 5 2.162** 0.079 1.731** 0.098 1.742** 0.099
State 0.128* 0.053 0.105+ 0.052 0.095+ 0.053
Treatment Condition −0.167** 0.055 −0.136* 0.055 −0.134* 0.055
Friend's Substance Use
Friends' Mean Use 4.270** 0.119 3.671** 0.124 3.763** 0.125
Friends’ Mean Use × Number of Friends 2.473** 0.111 2.250** 0.134 2.408** 0.137
Integration in Non-peer Contexts
School Bonding −0.636** 0.035 −0.627** 0.035
Grades −0.207** 0.017 −0.193** 0.017
Family Relations −0.701** 0.058 −0.688** 0.057
Discipline −0.114** 0.024 −0.114** 0.024
Religiosity −0.063** 0.008 −0.062** 0.007
Connectedness to Network
Out-degree −0.125** 0.012
In-degree 0.013 0.010
Reach 0.008** 0.003

Group Position Diffs (Wald, 4 df) 109.544** 47.432** 13.712**
Level 1–2 Variance Component 1.363 1.194 1.164
Level 3 Variance Component 0.026** 0.019** 0.019**
N 45787 44320 44320