“…For debtors, in addition to account blockages, we match on variables including industry, age, location, Altman Z-Score (as measured in Altman, 1983;Altman et al, 2017), debt ratio, liquidity ratio, exporter status, public procurement contracts, as well as to preentrance outcome variables across three periods (see Chabé-Ferret, 2017). Additionally, because all the debtor-creditor pairs can be observed, debtors can also be matched on the characteristics of their creditors (see Silva and Saito, 2018), especially the vote share of creditor groups (i.e. financial institutions, state and state-owned firms, private suppliers or a mix), the concentration of debt, number of creditors, share of secured creditor claims, total claim size, and the regional Financial Agency (FINA) 8 that supervised the case.…”