The following analyses are highly recommend:
- Item analysis – mean/standard deviation within nominal ranges, corrected item total correlations, coefficient alpha if question removed.
- Scale analysis – scale correlation with other scales, construct validation (including criterion validation if possible), reliability analysis (coefficient alpha, test-retest, alternate forms if viable), scale length analysis (viability of shortening scale)
- Total analysis – factor analysis, convergent/divergent validity
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