Variance is one of the measures of dispersion. You could take mean deviation or range or IQR to represent dispersion.

The sum of the square deviation from a point A is minimized when A is the mean. I.e. is minimized when A = . But when you take other deviation (other than squared), then the minimum value may not correspond to the mean. For example, mean deviation from point A is minimized when A is the median.