Table 5.
Measurement invariance testing for one- and two-factor PHQ-9 models between American Indian and Caucasian American adults ages 18 and over.
Models | χ2 (df) | χ2diff (df)a | CFI | ΔCFI | TLI | RMSEA (CI) | SRMR | WRMR |
---|---|---|---|---|---|---|---|---|
1) One-Factorb | ||||||||
Configural | 234.75 (54)*** | 0.995 | 0.994 | 0.043 (0.037-0.049) | 0.036 | 2.09 | ||
Metric | 366.17 (62)*** | 70.32 (8)*** | 0.992 | −0.003 | 0.991 | 0.052 (0.047-0.057) | 0.043 | 2.60 |
Scalar | 381.50 (70)*** | 30.43 (8)*** | 0.992 | 0.000 | 0.992 | 0.050 (0.045-0.055) | 0.044 | 2.66 |
2A) Two-Factorb | ||||||||
Configural | 186.80 (52)*** | 0.997 | 0.995 | 0.038 (0.032-0.044) | 0.033 | 1.86 | ||
Metric | 318.75 (59)*** | 70.22 (7)*** | 0.993 | −0.004 | 0.992 | 0.049 (0.044-0.055) | 0.040 | 2.43 |
Scalar | 333.92 (66)*** | 31.12 (7)*** | 0.993 | 0.000 | 0.993 | 0.047 (0.042-0.052) | 0.041 | 2.49 |
2B) Two-Factorb | ||||||||
Configural | 166.15 (52)*** | 0.997 | 0.996 | 0.035 (0.029-0.041) | 0.031 | 1.75 | ||
Metric | 255.08 (59)*** | 47.89 (7)*** | 0.995 | −0.002 | 0.994 | 0.043 (0.038-0.048) | 0.037 | 2.17 |
Scalar | 269.51 (66)*** | 29.94 (7)*** | 0.995 | 0.000 | 0.994 | 0.041 (0.036-0.046) | 0.038 | 2.23 |
2C) Two-Factorb | ||||||||
Configural | 212.57 (52)*** | 0.996 | 0.994 | 0.041 (0.036-0.047) | 0.034 | 1.98 | ||
Metric | 337.33 (59)*** | 66.01 (7)*** | 0.993 | −0.003 | 0.991 | 0.051 (0.046-0.056) | 0.041 | 2.50 |
Scalar | 351.75 (66)*** | 29.12 (7)*** | 0.993 | 0.000 | 0.992 | 0.049 (0.044-0.054) | 0.042 | 2.55 |
2D) Two-Factorb | ||||||||
Configural | 202.26 (52)*** | 0.996 | 0.995 | 0.040 (0.034-0.046) | 0.035 | 1.94 | ||
Metric | 330.23 (59)*** | 68.00 (7)*** | 0.993 | −0.003 | 0.992 | 0.050 (0.045-0.056) | 0.042 | 2.47 |
Scalar | 345.73 (66)*** | 31.57 (7)*** | 0.993 | 0.000 | 0.992 | 0.048 (0.043-0.054) | 0.043 | 2.53 |
2E) Two-Factorc | ||||||||
Configural | 77.96 (26)*** | 0.998 | 0.997 | 0.032 (0.024-0.040) | 0.025 | 1.49 | ||
Metric | 101.28 (31)*** | 15.42 (5)** | 0.998 | 0.000 | 0.997 | 0.034 (0.027-0.042) | 0.028 | 1.70 |
Scalar | 112.35 (36)*** | 23.80 (5)*** | 0.997 | −0.001 | 0.997 | 0.033 (0.026-0.040) | 0.030 | 1.79 |
Note. CI = Confidence interval. df = Degrees of freedom. Δ = Change between nested models. Preferred fit indexes: nonsignificant χ2 and χ2diff; ΔCFI no more than −0.01; CFI and TLI at least > 0.90 and preferably > 0.95; REMSEA < 0.05 or at most < 0.08; SRMR < 0.08 or at most < 0.10; WRMR around 1.00 (Bentler, 1990; Cheung and Rensvold, 2002; Steenkamp and Baumgartner, 1998; Vandenberg and Lance, 2000; Yu, 2002).
p < 0.01.
p < 0.001.
Satorra and Bentler (2001) scaled χ2diff test.
American Indian n = 1,806; Caucasian American n = 1,811.
American Indian n = 1,947; Caucasian American n = 1,931.