The authors are very grateful to the editor and anonymous referees for their valuable comments that improved this paper. The authors would also like to thank the World Bank Group for allowing the authors to have access to the data used in this paper. This work was supported by JSPS KAKENHI Grant Number 21730228. All the analysis, interpretations and conclusions drawn from the data in this paper are entirely and solely those of the authors.