Table 2.
Multi-Level Model for Healthy Leisure Factors as a Function of Substance Use
| Parameters | Estimate (Standard Error) |
|---|---|
| Fixed Effects | |
| Intercept, γ00 | 1.154* (0.072) |
| Trait Healthy Leisure, γ01 | −0.201* (0.077) |
| Trait Leisure Planning Efficacy, γ02 | 0.096 (0.079) |
| Average PPOC, γ03 | 0.106* (0.039) |
| Wave, γ10 | −0.095* (0.013) |
| Wave*Trait Healthy Leisure, γ11 | 0.047 (0.032) |
| Wave*Trait Leisure Planning Efficacy, γ12 | −0.051 (0.033) |
| Wave*Average PPOC, γ13 | −0.030 (0.016) |
| Wave*Gender, γ14 | −0.102* (0.024) |
| Wave*Treatment, γ15 | 0.007 (0.025) |
| Wave2, γ20 | −0.044* (0.001) |
| Wave2*Trait Healthy Leisure, γ21 | 0.000 (0.004) |
| Wave2*Trait Leisure Planning Efficacy, γ22 | −0.008* (0.004) |
| Wave2*Average PPOC , γ23 | −0.002 (0.002) |
| Wave2*Gender, γ24 | −0.012* (0.003) |
| Wave2*Treatment, γ25 | 0.003 (0.003) |
| State Healthy Leisure, γ30 | −0.068* (0.014) |
| State*Trait Healthy Leisure, γ31 | −0.057* (0.027) |
| State*Trait Leisure Planning Efficacy, γ32 | −0.006 (0.027) |
| State*Average PPOC, γ33 | 0.022 (0.014) |
| State*Gender, γ34 | −0.013 (0.022) |
| State*Treatment, γ35 | 0.005 (0.022) |
| State Leisure Planning Efficacy, γ40 | −0.017 (0.014) |
| State*Trait Healthy Leisure, γ41 | 0.018 (0.030) |
| State*Trait Leisure Planning Efficacy, γ42 | −0.044 (0.027) |
| State*Average PPOC, γ43 | −0.029 (0.015) |
| State*Gender, γ44 | 0.020 (0.022) |
| State*Treatment, γ45 | 0.011 (0.022) |
| Individual PPOC, γ50 | 0.063* (0.009) |
| Monitoring*Trait Healthy Leisure, γ51 | 0.023 (0.019) |
| Monitoring*Trait Leisure Planning Efficacy, γ52 | −0.018 (0.019) |
| Monitoring*Average PPOC, γ53 | 0.006 (0.011) |
| Monitoring*Gender, γ54 | 0.008 (0.015) |
| Monitoring*Treatment, γ55 | −0.012 (0.015) |
| Gender, γ04 | 0.221* (0.058) |
| Treatment, γ05 | −0.021 (0.081) |
| School, γ06 | 0.002 (0.013) |
| Cohort, γ07 | 0.037 (0.021) |
| Random Effects | |
| Intercept Variance | 1.009* (0.047) |
| Wave | 0.042* (0.002) |
| State Healthy Leisure | 0.047* (0.008) |
| State Leisure Planning Efficacy | 0.052* (0.008) |
| Individual PPOC | 0.019* (0.004) |
|
| |
| −2LL | 80220.46 |
| AIC | 80326.46 |
Note: Table includes unstandardized estimates and standard errors (in parentheses). Model based on up to 8 occasions nested within 3,383 students for a total of 19,564 observations used. AIC = Akaike Information Criterion; -2LL = −2 Log Likelihood, relative model fit statistics.
*
p< .05