Define and distinguish among nominal, ordinal, interval, and ratio scales used in the quantitative measurement of research project outcomes

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Define and distinguish among nominal, ordinal, interval, and ratio scales used in the quantitative measurement of research project outcomes. Discuss the errors which can be made by failing to understand the proper use of measurement scales based on level and type of comparison. For topic support please include at least 2 in-text citations, current and relevant references.