The second type of evidence is related to the ex post results of earnings management, i.e. evidence reflected in the components of income after the earnings manipula tion. As explained in more detail later, ceteris paribus, we expect the manipu lated components of income to be higher for firms with slightly positive earnings as compared to firms with slightly negative earnings.