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    Correcting sample response data (Likert scale data)

    In general, a large enough sample of Likert scale data eventually conforms to the central limit theorem, and both low scores and high scores balance out. But in working with a small sample, what is the guideline for correcting underlying response data? Not talking about response bias, but...