About the Authors

Kazumi Shimizu

Contributed equally to this work with: Kazumi Shimizu, Daisuke Udagawa

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

skazumi1961@gmail.com.

Affiliation Department of Political Science and Economics, Waseda University, Shinjukuku, Tokyo, Japan

Daisuke Udagawa

Contributed equally to this work with: Kazumi Shimizu, Daisuke Udagawa

Roles Data curation, Investigation, Methodology

Affiliation Faculty of Economics, Hannan University, Amamihigashi Matsubara, Osaka Japan

Competing Interests

The authors have declared that no competing interests exist.