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Based on balanced panel data of listed companies from 2007-2017, this paper investigates the causal relationship between green credit policy and green innovation of heavily polluting enterprises. It finds that green credit policies can significantly promote green innovation among heavily polluting firms and that R&D investment mediates the relationship between the two, a finding that passes a series of robustness tests.