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The reliability of the data collected through a well structured questionnaire (instrument) can be statistically high but may not be free from various biases; especially from the respondents side....
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I have studied few studies in which this is being done, probably to ensure the validity of the data; to increase its robustness, and also to analyse the model in a more comprehensive manner...
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As far as my experience is concerned the CFA may or may not be applied before SEM because whenever SEM is applied the whole model is refined, i.e., it is applied only after refining the model...
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