Table 3.
Fixed-intercept logistic regressions predicting past-year DSM-IV depression, NP tribe
Predictor | Model #1 | Model #2 | Model #3 | Model #4 | Model #5 | ||||||||||
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LL1 = -213.285 p -value = .411 |
LL = -189.328 Change p -value2 = < .001 |
LL = - 183.532 Change p -value = .009 |
LL = -179.562 Change p -value =.005 |
LL = - 175.982 Change p -value = .067 |
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OR3 | SE | p -value | OR | SE | p -value | OR | SE | p -value | OR | SE | p -value | OR | SE | p -value | |
Socio-demographics | |||||||||||||||
Female | 1.36 | 0.41 | 0.297 | 1.31 | 0.40 | 0.380 | 1.31 | 0.42 | 0.406 | 1.36 | 0.44 | 0.353 | 1.32 | 0.44 | 0.414 |
Age 15-24 | 0.69 | 0.36 | 0.479 | 0.37 | 0.20 | 0.068 | 0.45 | 0.25 | 0.146 | 0.40 | 0.23 | 0.107 | 0.44 | 0.25 | 0.151 |
Age 25-34 | 0.96 | 0.38 | 0.924 | 0.65 | 0.27 | 0.295 | 0.74 | 0.31 | 0.471 | 0.66 | 0.28 | 0.331 | 0.71 | 0.30 | 0.427 |
Age 35-44 | 1.00 | 0.39 | 0.997 | 0.63 | 0.26 | 0.263 | 0.65 | 0.27 | 0.299 | 0.62 | 0.26 | 0.254 | 0.64 | 0.27 | 0.283 |
12 yrs education | 0.97 | 0.38 | 0.934 | 1.07 | 0.43 | 0.865 | 1.06 | 0.43 | 0.886 | 1.15 | 0.48 | 0.729 | 1.18 | 0.49 | 0.696 |
Post high school education | 1.34 | 0.58 | 0.502 | 1.38 | 0.61 | 0.473 | 1.32 | 0.59 | 0.540 | 1.47 | 0.68 | 0.400 | 1.37 | 0.63 | 0.492 |
Low income (below fed. poverty level) | 1.45 | 0.48 | 0.270 | 1.22 | 0.41 | 0.561 | 1.13 | 0.40 | 0.733 | 1.10 | 0.40 | 0.795 | 1.16 | 0.43 | 0.684 |
Student | 1.14 | 0.57 | 0.790 | 1.03 | 0.53 | 0.954 | 1.00 | 0.52 | 0.995 | 1.02 | 0.53 | 0.970 | 0.97 | 0.52 | 0.957 |
Unemployed | 1.03 | 0.34 | 0.936 | 0.95 | 0.32 | 0.878 | 0.92 | 0.31 | 0.803 | 0.87 | 0.30 | 0.677 | 0.89 | 0.31 | 0.749 |
Separated, widowed, divorced | 1.19 | 0.42 | 0.617 | 1.25 | 0.46 | 0.551 | 1.24 | 0.46 | 0.562 | 1.20 | 0.45 | 0.631 | 1.18 | 0.44 | 0.658 |
Never married | 0.48 | 0.21 | 0.087 | 0.55 | 0.24 | 0.162 | 0.54 | 0.24 | 0.161 | 0.52 | 0.23 | 0.141 | 0.51 | 0.23 | 0.133 |
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Family history | |||||||||||||||
Natal family violence | 1.49 | 0.49 | 0.229 | 1.46 | 0.49 | 0.257 | 1.50 | 0.50 | 0.231 | 1.31 | 0.45 | 0.436 | |||
Natal family alcohol/drug problem | 2.45 | 0.99 | 0.027 | 2.35 | 0.97 | 0.037 | 2.28 | 0.94 | 0.046 | 2.03 | 0.84 | 0.090 | |||
Natal family suicide/depression | 4.14 | 1.41 | 0.000 | 4.15 | 1.43 | 0.000 | 4.11 | 1.43 | 0.000 | 4.13 | 1.45 | 0.000 | |||
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Traditional ways of living | |||||||||||||||
Household basic needs scale | 0.64 | 0.13 | 0.023 | 0.69 | 0.14 | 0.062 | 0.69 | 0.14 | 0.073 | ||||||
Help household by hunting/fishing | 0.79 | 0.30 | 0.536 | 0.79 | 0.31 | 0.542 | 0.74 | 0.29 | 0.437 | ||||||
Help household by raising cattle/sheep | 4.19 | 1.99 | 0.003 | 4.75 | 2.30 | 0.001 | 4.52 | 2.21 | 0.002 | ||||||
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Spirituality | |||||||||||||||
Cultural spirituality scale score | 0.19 | 0.11 | 0.004 | 0.19 | 0.11 | 0.004 | |||||||||
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Perceptions of community | |||||||||||||||
Community strains scale score | 2.48 | 0.98 | 0.021 | ||||||||||||
Racial discrimination scale score | 1.33 | 0.43 | 0.380 | ||||||||||||
Job and housing scarcity scale score | 0.61 | 0.23 | 0.191 |
LL= Log likelihood; N=1,241 for all models.
P value for log likelihood ratio test that log likelihood is different from that of log likelihood of the preceeding nested model
Odds ratio