differ both in productivity and in their cost of raising collateral. Firm-specific financial frictions, together with … productivity, therefore figure in the equilibrium expressions of prices and markups. We validate our theoretical results on a … balance-sheet data firm-specific measures of access to finance, total factor productivity and markups, and then use these …