He wrote an article with Martin Feldstein called "Domestic Saving and International Capital Flows." "Economic Journal" published it in 1980. Horioka showed a positive correlation between long-term savings and investment rates across countries. This is called the Feldstein–Horioka puzzle. The article is a reference for many other articles in international finance. 