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Effects of Liquidity on TE and Performance of Japanese ETFs
Journal article   Open access   Peer reviewed

Effects of Liquidity on TE and Performance of Japanese ETFs

Atsuyuki Naka, Jiayuan Tian and Seungho Shin
International Journal of Financial Studies, Vol.13(3), 168
09-09-2025

Abstract

exchange-traded funds (ETFs) liquidity tracking error performance exchange-traded funds (ETFs); liquidity; tracking error; performance; Japan Empirical Asset Pricing Japan
This study identifies a nonlinear relationship among liquidity, tracking error, and risk-adjusted performance in JETFs. Collecting daily data for 1077 JETFs from January 2008 to April 2022, we find a concave association, whereby both highly liquid and highly illiquid JETFs exhibit lower risk-adjusted returns and higher tracking errors. Employing quantile regression, we further show that smaller, less liquid JETFs tend to deliver superior risk-adjusted performance. When comparing across listing venues—Japan, the U.S., Ireland, and Luxembourg—we find that the impact of liquidity on performance is most pronounced in the Japanese market, which also shows the highest average tracking error. In contrast, U.S.-listed JETFs offer the lowest tracking error. These results suggest that investors may benefit from choosing smaller JETFs listed in Japan.
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