Statistical power and ordinal outcomes
Ordinal outcomes decrease statistical power and increase the needed sample size
The decreased power and increased sample size is due decreased precision and accuracy in ordinal measurement. Less powerful non-parametric statistics are used with ordinal outcomes. Larger sample sizes will be needed to detect significant effects with ordinal outcomes.
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