Price and Earnings go up together but that doesn't mean earnings explains price. They are non-stationary and regressions/correlations will always be high. It's a multicollinearity problem and returns or first differences allow you to statistically analyze. Thus, you are right, earnings and prices very correlated, but you couldn't use one to explain changes in the other.