Abstract This paper analyzes the links between advances in financial technology, investors’ sophistication, and composition returns of their portfolios. We develop a simple portfolio choice model under asymmetric information derive some theoretical predictions. Using detailed microdata from Banca d’Italia, we test these predictions for Italian households over period 2004-2020. In general, heter...