when an
analysis of variance or
multiple regression analysis has identified an
interaction effect among two independent variables, an examination of the effect of one variable at one level of the other variable. For example, if there were two levels of a factor,
a1 and
a2, and two levels of a second factor,
b1 and
b2, the comparison of
a1 versus
a2 at
b1 would represent one simple-effects analysis; another would be a comparison of
a1 versus
a2 at
b2. In this way, a series of simple-effects analyses can be used to break down an interaction into its component parts.