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Table 2 Conditional likelihood ratio test of overall model fit and Global DIF

From: Measuring stress in Australia: validation of the perceived stress scale (PSS-14) in a national sample

 

Model

Homogeneity

Differential Item Functioning by sex

Differential Item Functioning by education

PSS-14

RM

χ2(55) = 3828.3, p < 0.001

χ2(55) = 575.1, p < 0.001

χ2(55) = 320.9, p < 0.001

Perceived Stress

RM

χ2(27) = 1409.7, p < 0.001

χ2(27) = 177.8, p < 0.001

χ2(27) = 82.2, p < 0.001

GLLRM

χ2(96) = 94.4, p = 0.440

χ2(80) = 111.8, p = 0.012

χ2(88) = 104.1, p = 0.080

Perceived Control

RM

χ2(27) = 713.4, p < 0.001

χ2(27) = 197.2, p < 0.001

χ2(27) = 104.1, p < 0.001

GLLRM

χ2(55) = 62.5, p = 0.224

χ2(39) = 39.0, p = 0.469

χ2(47) = 70.9, p = 0.014

  1. The subgroups were defined according to lower and higher scores (i.e. homogeneity) to evaluate overall model fit; and according to sex (men; women) and education (Up to high school; Technical education or University) to evaluate Global Differential Item Functioning