Statistical Power and Outcomes

Statistical power is greatly impacted by the scale of measurement of the outcome. Categorical and ordinal level measurement possess little precision and accuracy in comparison to continuous level measurement. Therefore, categorical and ordinal level measurements will always decrease statistical power and increase the needed sample size.