The mean is useful for data without outliers but is sensitive to extreme values. The median is robust to outliers and skewed data, while the mode is useful for identifying common values in categorical or discrete data but can be less informative in continuous datasets or if no value repeats. Choosing the right measure depends on the data's nature and the analysis objectives.