Confirmatory factor analytic tests of measurement invariance based on the chi-square statistic are known to be sensitive to sample size. In this study, we investigated the performance of alternative fit indices. Our results suggest McDonald's NCI, CFI, and Gamma-hat can be effective indicators of a lack of measurement invariance.
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Meade et al. (2006) studied this question.
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