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Do banks price environmental transition risks? Evidence from a quasi-natural experiment in China

Journal of Corporate Finance 2021 69, 101983
This paper assesses the risk arising from transition toward a low-emission economy and examines its transmission channels within the financial system. The environmental dynamic stochastic general equilibrium (E -DSGE) model shows that tightening environmental regulation impairs firms' balance sheets in the short term, as it enforces firms to internalize the pollution costs, which consequentially escalates the risks facing the financial system. For the empirical analysis, we employ the Clean Air Action that the Chinese government launched in 2013 as a quasi-natural experiment. The analysis on a unique dataset containing more than one million loans indicates that the default rates of high-polluting firms rose by around 80% along their environmental policy exposure. Further analysis shows those joint equity commercial banks with lower degree of government intervention and better corporate governance structure were able to appropriately manage their exposure to transition risks, while the state-owned banks failed to factor in such risks when extending credit to the borrowers targeted by the environmental regulation.

Credit risk spillovers and cash holdings

Journal of Corporate Finance 2021 68, 101965 open access
This paper examines how credit risk spillovers affect corporate financial flexibility. We construct separate empirical proxies to disentangle the two channels of credit risk spillovers—credit risk contagion (CRC), where one firm's default increases the distress likelihood of another; and product market rivalry (PMR), where the same default strengthens the position of a competitor. We show that firms facing greater CRC have weaker subsequent operating performance and must contend with less favorable bank loan terms. Meanwhile, they accumulate more cash by issuing equity, selling assets, and reducing investment and payout. In contrast, PMR generally has opposite, albeit weaker, effects. Our findings suggest that credit risk spillovers, especially CRC, play an important role in corporate liquidity management.

Local political corruption and Firm's non-GAAP reporting

Journal of Corporate Finance 2021 70, 102071 open access
We examine whether local political corruption affects managers' discretionary disclosures of non-GAAP earnings. Using United States Department of Justice data on the number of corruption convictions of government officials, we find that firms headquartered in more corrupt districts (1) are less likely to report non-GAAP earnings, (2) have less aggressive non-GAAP earnings disclosures, and (3) experience a significant decline in the exclusion magnitudes of non-GAAP earnings. These results are more pronounced for firms with concentrated operations in their headquarter states and are robust to controlling for demographic characteristics, employing alternative corruption and non-GAAP measures, using the instrumental variable approach, and conducting a difference-in-difference analysis based on firms' relocation. Finally, we show that as local political corruption increases, managers exclude lower levels of both recurring and non-recurring items when calculating non-GAAP earnings. Overall, the results suggest that managing non-GAAP reporting is one channel through which firms could deter rent-seeking by corrupt officials.

Integrating corporate social responsibility criteria into executive compensation and firm innovation: International evidence

Journal of Corporate Finance 2021 70, 102070 open access
Using a large sample of firms from 30 countries, we find that the integration of corporate social responsibility (CSR) criteria into executive compensation is associated with greater innovation output in countries around the world. We also find that this positive association is stronger in countries with weak stakeholder orientation, countries with weak legal environments, and countries without mandatory CSR reporting requirements. These findings suggest that CSR contracting can compensate for institutional voids and high stakeholder demand for CSR, and thereby foster firm innovation. The results of the channel analyses suggest that a greater level of employee innovation productivity, enhanced managerial risk-taking, and greater responsiveness of firms' R&D investment to their investment opportunities play a significant role in the association between CSR contracting and innovation. Overall, our study demonstrates in a global context the importance of linking executive compensation to nonfinancial criteria in addition to financial criteria, and it documents the heterogeneity in the effect of CSR contracting on firm innovation in different countries.

The dark side of transparency in developing countries: The link between financial reporting practices and corruption

Journal of Corporate Finance 2021 66, 101829 open access
This paper examines the impact of financial reporting practices on corruption obstacles for about 150,000 firms across 143 mostly developing countries from 2006 to 2019. We document a strong positive relationship between the production of audited financial statements (AFS) and corruption obstacles (CO) faced by the firm. We argue that in a corrupt business environment, rent-seeking bureaucrats use the credible financial information to optimize their bribe demands. Our baseline results remain robust after addressing endogeneity concerns. We further show that country-level institutional quality has a moderating effect on the AFS-CO relation. The evidence from surveying entrepreneurs also provides qualitative support for our empirical findings. Our study sheds light on a previously under-explored adverse consequence of transparency - exposure to corrupt bureaucrats where institutions are weak.