my definition: the scattering of values around the mean or median
n. the degree to which values of a frequency distribution are scattered around some central point, usually the arithmetic mean or median
http://www.thefreedictionary.com/dispersion

external image statdispersionnormalbw.gif
http://udel.edu/~mcdonald/statpix/statdispersionnormalbw.gif