“…Also related to this paper is the recent literature on how the 2008-2009 global financial crisis (GFC) affected firms. Using firm-level data for the U.S., several papers find that financial frictions amplified the adverse impact of the GFC on employment; those firms with weaker corporate balance sheets (Giroud and Mueller, 2017;Dinlersoz et al, 2018), that had a relationship with weak banks (Chodorow-Reich, 2014), faced greater refinancing risk (Benmelech, Bergman and Seru, 2011) or were smaller and younger (Siemer, 2016) experienced greater job losses, all else equal. Other papers focus on the productivity losses from such financial frictions, such as De Ridder (2016) for U.S. firms, Huber (2018) for German firms and counties, or Duval, Hong and Timmer (2020) for a cross-country panel of firms.…”