Shadow leverage risk and corporate bond pricing: evidence from China

Xu Feng, Lin Huang and Guanying Wang

The European Journal of Finance, 2021, vol. 27, issue 18, 1834-1854

Abstract: This study investigates the effect of shadow bank leverage on corporate bond returns. Using a unique dataset of Wealth Management Products (WMPs), we construct a new measurement of shadow leverage in the Chinese banking system. We find that the sensitivity of bond returns to the risk of shadow leverage has a negative effect on corporate bond returns. We propose a new three-factor bond pricing model by adding the factor of shadow leverage risk into the traditional two-factor model of Fama and French (1993. “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Financial Economics 33: 3–56). A comprehensive empirical analysis shows that the proposed model fits corporate bond returns well and outperforms the two-factor bond pricing model, both in- and out-of-samples. Specifically, the shadow leverage risk factor makes greater marginal contributions in lower credit rating groups and more shadow leverage-sensitive groups. Overall, we highlight the importance of shadow banks in the role of asset pricing.

Date: 2021
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DOI: 10.1080/1351847X.2021.1923548

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