A principal-components analysis demonstrates that common earnings factors explain a substantial portion of rm …-level earnings variation, implying earnings shocks have substantial systematic components and are not almost fully diversifiable as … prior literature has concluded. Furthermore, the principal components of earnings and returns are highly correlated …