Research

• Robots and Wage Polarization: The Effects of Robot Capital across Occupations. Job Market Paper.

• Robots and Employment: Evidence from Japan, 1978-2017 (with Daiji Kawaguchi and Yukiko U. Saito). Revision requested at Journal of Labor Economics

• Multinational Production and Labor Share (with Yukiko U. Saito)

• Commuting Zones in Japan (with Taiyo Fukai, Daiji Kawaguchi, and Yukiko U. Saito). Under review