Choosing the right scale affects the types of statistical analyses that can be performed. For instance, the mean and standard deviation can only be calculated for interval and ratio scales, not for nominal or ordinal scales. Incorrect scale selection can lead to inappropriate conclusions and affect the reliability of the study.
