Statistical power and large effect sizes
Large effect sizes increase statistical power and decrease the needed sample size
Large effect sizes can be detected using all three scales of measurement: Categorical, ordinal, and continuous. Categorical and ordinal level measurement often decreases statistical power. Yet, if large effect sizes are hypothesized with categorical and ordinal outcomes, they will be much easier to detect. Large continuous effect sizes are the optimal combination of effect size and scale of measurement.
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