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Vertical integration to mitigate internal capital market inefficiencies

Journal of Corporate Finance 2021 69, 101994
We argue that vertical integration creates operational links between divisions in a conglomerate, which aligns divisional interests, thereby reducing internal competition between divisions. As a result, vertical integration improves the capital allocation efficiency of the internal capital market (ICM). We measure ICM efficiency by innovation output and capital expenditure (CAPX) deviation, and present evidence that higher levels of vertical integration are associated with higher ICM efficiency. Our results are robust to a number of endogeneity tests and the use of alternative measures of vertical integration and ICM efficiency.

The failure of Chinese peer-to-peer lending platforms: Finance and politics

Journal of Corporate Finance 2021 66, 101852
We investigate the influence of financial and political factors on peer-to-peer (P2P) platform failures in China's online lending market. Using a competing risk model for platform survival, we show that large platforms, platforms with listed firms as large shareholders, and platforms with better information disclosure were less likely to go bankrupt or run off (platform owners abscond with investor funds). More importantly, failing platforms were much less likely to run off in advance of major political events, but more likely to declare bankruptcy or run off after such events. These effects are more pronounced for politically connected platforms, platforms operating in provinces where local officials have close ties with central government, and in provinces with better local financial conditions. Our study highlights the role of political incentives on government regulatory intervention in platform failures.

Does commercial reform embracing digital technologies mitigate stock price crash risk?

Journal of Corporate Finance 2025 91, 102741 open access
Over the recent decade or so, the Chinese government implemented a commercial reform that features governmental application of digital technologies to acquire and process firm information. The core objective of commercial reform is to improve information transparency and monitoring on corporate commercial activities. To explore the economic effectiveness of the reform, we examine how it impacts firms' stock price crash risk. We find robust evidence that the commercial reform that digitalizes government regulatory activities mitigates stock price crash risk and achieves so via enhancing information environment and monitoring for firms. This finding is more prominent for firms with higher levels of digitalization and innovation and those with weaker internal governance. Overall, our findings highlight a potential benefit of applying digital technologies to regulatory reform, encouraging governments to adopt digital tools to improve information environments and monitoring for firms, and thereby promoting a more stable and efficient capital market.