We study bank policies to limit lending to companies engaged in mountaintop removal (MTR) coal mining, a form of coal extraction that has raised many environmental concerns. Using the staggered introduction of these policies, we document that these policies did not lead to meaningful changes in average bank lending or MTR mining. However, larger banks, banks that are under media pressure, and banks operating in the affected states are more likely to reduce MTR loans. Our results are consistent with the hypothesis that banks announced these policies under pressure and to improve their green credentials.

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Using inventory turnover to measure the efficiency of corporate inventory management, we perform econometric analyses to verify whether the inventory efficiency of a firm's supply chain partners is a statistically significant driver of the firm's own inventory efficiency. We test two mutually exclusive hypotheses. First, suppliers hold inventory on behalf of customers, effectively displacing inventory up the supply chain and resulting in a negative correlation between supplier and customer inventory turnover. Alternatively, inventory efficiency is integrated along the supply chain, resulting in a positive correlation between supplier and customer inventory turnover. Our bivariate and multivariate analyses of both firm-and industry-level data support the "integration" hypothesis of higher inventory efficiency along the supply chain. Our findings highlight the importance of expanding the research and practice of working capital management beyond the firm-level.

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