Measures of central tendency are statistical metrics that determine a central value for a data set, including mean, median, and mode. The mean is calculated by averaging all values, the median is the middle value of an ordered set, and the mode is the most frequently occurring value. Each measure has its merits and demerits regarding ease of calculation, sensitivity to extreme values, and applicability to different types of data.