Tadahiro Okuyama Researcher, Transportation Policy Studies, Institute for Transportation Policy Studies   Tranomon-biru 3F, 3-8-19 Toranomon Minato-ku Tokyo, 105-0001 Japan   okuyama@jterc.or.jp             JEL Areas: Q5 : Environmental Economics: General J6 : Mobility, Unemployment, and Vacancies: General