Table 7.

Results of Multinomial Logistic Regressions Predicting Depression Latent Class Membership

Variable	−2 log likelihood	χ²(2)	Class 1: Severe-improving				Class 2: Moderate-improving				Class 3: Severe Chronic
Variable	−2 log likelihood	χ²(2)	M	Exp(B)	95% confidence interval for Exp(B)		M	Exp(B)	95% Confidence interval for Exp(B)		Reference Category M
Intercept	694.20	25.84^**		B: -3.70^*				B: 2.64^**
Sex: women	673.38	5.02	45.4	0.38^*	0.14,	0.99	52.8	0.70	0.44,	1.09	54.0
Age	715.53	47.17^**	36.6	0.92^**	0.87,	0.96	32.9	0.94^**	0.93,	0.96	40.5
Income	671.11	2.74	1.8	0.59	0.31,	1.11	1.7	0.90	0.68,	1.21	1.7
Education	669.81	1.45	2.1	1.21	0.78,	1.85	2.3	0.95	0.77,	1.17	2.0
Married	671.46	3.10	73.0	1.67	0.53,	5.25	67.3	1.55	0.94,	2.55	70.0
Exposure to political violence (T1)	672.46	4.09	2.9	0.96	0.92,	1.00	2.5	0.96	0.92,	1.01	4.5
Exposure to political violence (T2)	668.83	0.47	1.3	0.96	0.83,	1.11	1.7	1.01	0.96,	1.06	3.6
Exposure to political violence (T3)	670.26	1.89	0.1	1.08	0.74,	1.58	0.2	0.90^**	0.75,	1.07	0.6
Psychosocial resource loss (T1)	1034.10	365.73^**	11.3	2.22^**	1.84,	2.69	7.0	1.02^**	0.97,	1.07	9.5
Psychosocial resource loss (T2)	694.15	25.79^**	9.4	0.97	0.90,	1.04	5.7	0.90^**	0.87,	0.94	10.9
Psychosocial resource loss (T3)	762.17	93.80^**	9.6	0.70^**	0.63,	0.78	5.3	0.86^**	0.83,	0.90	11.7
Social support (T1)	733.78	65.42^**	4.2	0.65^**	0.47,	0.89	4.7	1.56^**	1.34,	1.80	3.5
Social support (T2)	669.44	1.07	3.8	0.97	0.71,	1.32	4.6	1.07	0.92,	1.25	3.9
Social support (T3)	669.14	0.78	3.9	0.88	0.65,	1.19	4.5	1.01	0.87,	1.17	3.9

Note. The χ² indicates the difference between the −2 log likelihoods of the full model and the model is this independent variable was omitted. Exp(B) indicates that the odds ratio of being in the class as opposed to the reference category as a function of a one-unit increase of the independent variable. Means are reported for all variables save for sex, and married, which are expressed in percentages.

p < .05.

^**

p < .001.