Augusto Delgado Tokyo International University   4-42-31 Higashi-Ikebukuro ,   adelgado@tiu.ac.jp             JEL Areas: R1 : General Regional Economics (includes Regional Data) R2 : Urban, Rural, and Regional Economics: Household Analysis: General