In this study, I use panel data from municipal Japanese National Health Insurance (JNHI) insurers to estimate their financial efficiency scores using nonparametric methods and to estimate the causal effects of structural and regional characteristics on the efficiency scores consistently using econometric methods. The major findings of this study are as follows. First, the estimated efficiency s...