“…We incorporated variables identified as the most relevant in estimating inefficiency to develop the "best practice" LLP. These variables are those that have been suggested in the literature as affecting inefficiency (Aly, Grabowski, Pasurka, & Rangan, 1990;Beatty et al, 1995;Berger & DeYoung, 1997;Berger & Hannan, 1989;Cebenoyan, Cooperman, Register, & Hudgins, 1993;Hasan, Hunter, & Lozano, 1999;Hermalin & Wallace, 1994;Kaparakis, Miller, & Noulas, 1994;Lindley, Verbrugge, McNutty, & Gup, 1992;Moyer, 1990;Mester, 1993Mester, , 1996Pi & Timme, 1993). The variables included (a) current loan loss to asset ratio, and losses on exchanges (since theory suggests that LLP estimation is a function of anticipated losses); (b) surrogate variables for exposure and perceived risk of outstanding assets (liquid assets to total assets, risky loans to total assets, and total loans to assets); and (c) variables that characterize the local economic environment (per capita income).…”