Table 3.
Summary of interaction effects from hierarchical multinomial logistic regression models for help seeking sources
Individual Factor Statistics | Overall Model Statistics | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
| ||||||||||||
Highest intensity of support sought: | No Help vs. Formal | No Help vs. Adult | No Help vs. Peer | Fit index | ||||||||
Predictors | b | SE | OR | b | SE | OR | b | SE | OR | Pseudo R2 | AIC | Likelihood ratio test |
Model 1 | 0.22 | 351.06 | χ2^ [3]= 14.07** | |||||||||
Eth x Emo/beh symptoms | −0.55* | 0.23 | 0.58* | 0.05 | 0.06 | 1.05 | −0.02 | 0.07 | 0.98 | |||
Model 2 | 0.25 | 351.87 | χ2^ [9]= 25.25** | |||||||||
Eth x Family stress | −.85* | 0.42 | 0.43* | 0.19 | 0.21 | 1.21 | −0.23 | 0.23 | 0.79 | |||
Eth x Academic stress | −0.55 | 1.00 | 0.58 | −0.09 | 0.46 | 0.92 | −0.29 | 0.51 | 0.75 | |||
Eth x Peer stress | −0.05 | 1.30 | 0.95 | −1.47 | 0.99 | 0.23 | 0.14 | 1.16 | 1.16 | |||
Model 3 | 0.19 | 368.62 | χ2^ [6]= 2.50 | |||||||||
Fam Obligation x Emo/beh symptoms | −0.04 | 0.09 | 0.96 | 0.01 | 0.05 | 1.01 | <.01 | 0.05 | 1.00 | |||
Emo Restraint x Emo/beh symptoms | <.01 | 0.01 | 1.00 | <.01 | <.01 | 1.00 | <.01 | <.01 | 1.00 | |||
Model 4 | 0.25 | 369.82 | χ2^ [18]= 25.30 | |||||||||
Fam Obligation x Family stress | −0.76* | 0.34 | 0.47* | −0.06 | 0.15 | 0.94 | −0.16 | 0.16 | 0.85 | |||
Fam Obligation x Academic stress | 1.28 | 0.82 | 3.58 | −0.17 | 0.36 | 0.84 | −0.03 | 0.36 | 0.97 | |||
Fam Obligation x Peer stress | −2.40 | 1.24 | 0.09 | −0.36 | 0.59 | 0.70 | −0.28 | 0.61 | 0.76 | |||
Emo Restraint x Family stress | 0.05 | 0.04 | 1.05 | −0.01 | 0.02 | 0.99 | −0.02 | 0.02 | 0.98 | |||
Emo Restraint x Academic stress | −0.25 | 0.14 | 0.78 | <.01 | 0.05 | 1.00 | −0.03 | 0.05 | 0.97 | |||
Emo Restraint x Peer stress | −0.07 | 0.11 | 0.93 | −0.08 | 0.06 | 0.92 | −0.05 | 0.06 | 0.95 |
Note:
p <.05,
p <.01,
p <.001.
Pseudo R2 is measured by McFadden’s R.2
Likelihood ratio test conducted against AIC fit index of multivariate model with demographic variables, mental health need and cultural values.
Fam Obligation=Family Obligation scale. Emo Restraint=Emotional Restraint scale.