Proposes a Bayesian statistical decision approach to the problem of structural changes in the context of the Japanese government expenditure. Basis of the approach on a model with a Dirichlet process prior; Comparison of the efficacy of the approach with CUSUM and CUSUMQ tests; Observation of two structural changes in government expenditures;