The choice of measure depends on the characteristics of the data:
Normal Distribution: When the data is normally distributed, the mean is often the preferred measure. Skewed Distribution: For skewed distributions, the median is usually more representative. Categorical Data: For categorical data, the mode is the most appropriate measure.