In most fields of psychology and education, if you find a correlation of, say, 0.4 (the correlation between SAT scores and first-semester college grades47), it is usually assumed you have found something important and meaningful. Yet, according to the mathematics of correlation, if you find a 0.4 correlation between two dimensions, that means you have managed to explain 16 percent of the behavior of each dimension.
