Three assumption-free approaches are described to convert and combine scores of Likert items with different response categories to obtain comparable test scores for a single sample. Generated data were continuous, equidistant, normally distributed, avoiding tied scores and thus facilitate ranking the respondents and undertaking analysis under parametric set up.
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Satyendra Nath Chakrabartty (2020) studied this question.
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