Because the three criterion variables were positively skewed, we transformed the variables by taking the square root of each. Although there was some remaining positive skew to each composite (skew values ranged from .47 to .69), the degree of skew was well within the range in which structural equation modeling can produce relatively unbiased parameter and standard error estimates [42].
