“…Furthermore, our structural model also enables us to provide evidence on the importance of credit constraints by simulating various policies that would relax those constraints. Other studies in developing countries suggest similarly that credit constraints are substantial in places like Mexico, Chile and South Africa (Gurgand et al 2012;Kaufmann, 2012;Solis, 2017) Finally, our paper also builds upon a line of research on the role of non-pecuniary outcomes or psychic costs on educational choice (e.g., Abbott et al 2016;Cunha et al, 2005;D'Haultfoeuille and Maurel, 2013;Jacob and Lefgren, 2007;Navarro and Zhou, 2016;Stinebrickner and Stinebrickner, 2014b;Jacob, McCall, and Stange, 2018;Wiswall and Zafar, 2018). The literature finds low educational choice elasticities with respect to earnings (e.g., Beffy et al, 2012, Wiswall and, suggesting that non-pecuniary factors are important.…”