correct for potential endogeneity and selection bias in the earnings function. Attempts to correct for endogeneity is made … using instrumental variables method as well as using lag values of potentially endogenous variables in the earnings model …, earnings are found to be significantly lower for female-headed firms and firms owned by socially-marginalized groups …