We use the stochastic frontier approach to estimate the impact of firm characteristics on investment decisions of …) optimum investment that is consistent with a firm's characteristics such as the Tobin's q during each firm-year, and then … estimate the deviation from this unobserved optimum in the form of an (investment) efficiency score that varies between zero …