Spearman Correlation - SPSS (part 1)
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Spearman Correlation - SPSS (part 1) shows how to run a Spearman rank correlation in SPSS using ordinal data like education and income levels, while pointing out the statistical limitations of using ranked variables.
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If your data are rank-ordered or measured on an ordinal scale, then you are left with not being able to do a Pearson correlation because a Pearson correlation assumes that your data are measured on a more informative basis, which is the interval-ratio scale.
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