The harmonic mean is a type of average, calculated as the reciprocal of the arithmetic mean of the reciprocals of a given set of numbers, and is particularly useful for rates and ratios. It is most effective when the numbers in the dataset are defined in relation to some unit, such as speed or density, where it provides a more accurate measure than the arithmetic mean.