Say a framework for assigning orientations to data has been developed where these orientations are designated using confirmatory factor analysis (CFA). The a priori assumptions in the CFA are based on a single (potentially context specifc) study which created established the orientation categories.

How do I test whether these orientations, and how they are assumed to relate to the data, are valid in a different context?

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