Yumi Yoshida Graduate School of Environmental Studies Tohoku University   6-6-20 Aramaki -Aza Aoba, Aobaku, Sendai, Miyagi Japan   yumi.yoshida.761061@gmail.com             JEL Areas: Q5 : Environmental Economics: General C9 : Design of Experiments: General