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Transition Report
Reform progress and transition indicators
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March, 2021
By Ralph De Haas, Ralf Martin, Mirabelle Muuls, and Helena Schweiger
We use data on 11,233 firms across 22 emerging markets to analyse how credit constraints and low-quality firm management inhibit corporate investment in green technologies. For identification, we exploit quasi-exogenous variation in local credit conditions and in exposure to weather shocks. Our results suggest that both financial frictions and managerial constraints slow down firm investment in more energy efficient and less polluting technologies. Complementary analysis of data from the European Pollutant Release and Transfer Register (E-PRTR) corroborates some of this evidence by revealing that in areas where banks deleveraged more after the global financial crisis, industrial facilities reduced their carbon emissions by less. On aggregate this kept local emissions 15% above the level they would have been in the absence of financial frictions.
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The Working Paper series seeks to stimulate debate on transition in the EBRD regions.