“…For example, recent studies on the US individual investors are limited to a short proprietary sample provided by the NYSE ( Kaniel et al, 2008 , Kaniel et al, 2012 ) -raising questions about out-of-sample validity – or attempts to infer retail trading from statistical approximations ( Boehmer et al, 2021 ) – needing checks for validity on actual data. In contrast, several Asian exchanges have made available long time-series of exact and complete daily aggregate trading data by investor types, enabling researchers to generate concrete evidence (e.g., Kamesaka et al, 2003 , Chiang et al, 2012 , Phansatan et al, 2012 , Ülkü and Weber, 2013 , Ikizlerli et al, 2019 , Onishchenko and Ülkü, 2020 ). However, the fact that most of the existing literature is confined to Asian data leaves a gap regarding whether the findings on Asian markets are representative of investors from other national cultures.…”