Summary:
Risk prevention is the eternal theme for the financial sector, which also makes systemic risk a major issue worth investigating at this stage. This paper provides a comprehensive and in-depth review on 272 articles published on top journals based on the perspectives of measurements, contagions and spillovers, driving factors, forecasting, macro-finance linkages, risk control policies and their effectiveness, and the developments of regulatory principles. First, we summarize the definitions of systemic risk proposed in related literature and find that preventing and controlling systemic risk is essential for maintaining financial stability. Section 2 evaluates the exiting systemic risk measurements which are grouped based on the perspectives of portfolio analysis, tail dependence, joint default probabilities, network analysis, and composite indicators. We further comment on the merits and drawbacks of each category. As shown in section 3, studies on systemic risk contagion and spillover suggest that changes and shocks experienced by a single financial institution or market will quickly spread to other institutions and other markets through inter-sectoral linkages, thus triggering systemic crisis. Aside from theoretical analyses, we also document empirical studies on the contagion of systemic risk from three perspectives. In section 4, we review a large collection of literature to identify driving factors of systemic risk. One strand of literature looks at micro-level sources of systemic risk. Another strand of literature ascribes systemic risk to macro-level factors like macroeconomic status. Two strands of literature concerning about systemic risk forecasting are discussed in section 5. A family of papers aim to promote early warning system against systemic risk by employing methods such as signal extraction and logit regression. Alternatively, other studies try to utilize information from systemic risk series to predict corporate financial distresses and macroeconomic recessions. Then, this paper surveys the literature on macro-finance linkage in section 6, showing that there are mutual interactions between real economy and financial system. With advances in the research of this field, the “curse-of-dimensionality” problem in traditional models was circumvented with mixed-frequency methods. Based on an overview of the literature focusing on monetary, micro-prudential, and macro-prudential policies in section 7, we analyze how these policies reduce or drive financial risks and investigate the effectiveness of risk control policies. Furthermore, section 8 also relates to regulatory principles such as “too-big-to-fail”, “too-connected-to-fail”, “too-central-to-fail”, and so forth. At last, with a coverage of the latest studies on climate finance, FinTech, and public emergencies, we look into the major research focuses which are derived from the risk characteristics of China during the transition to high-quality economy. This paper thereby provides references for constructing a comprehensive and multi-level financial risk prevention and control mechanism to firmly hold the bottom line of no systemic risk and enhance the high-quality economic and social development.
杨子晖, 陈雨恬, 林师涵. 系统性金融风险文献综述:现状、发展与展望[J]. 金融研究, 2022, 499(1): 185-217.
YANG Zihui, CHEN Yutian, LIN Shihan. A Literature Review of Systemic Risk: Status, Development and Prospect. Journal of Financial Research, 2022, 499(1): 185-217.
[1]方意,2021,《前瞻性与逆周期性的系统性风险指标构建》,《经济研究》第9期,第191~208页。 [2]方意和黄丽灵,2019,《系统性风险、抛售博弈与宏观审慎政策》,《经济研究》第9期,第41~55页。 [3]范小云、荣宇浩和王博,2021,《我国系统重要性银行评估:网络层次结构视角》,《管理科学学报》第2期,第48~74页。 [4]范小云、张景松和王博,2015,《金融危机及其应对政策对我国宏观经济的影响——基于金融CGE模型的模拟分析》,《金融研究》第9期,第50~65页。 [5]梁琪和李政,2014,《系统重要性、审慎工具与我国银行业监管》,《金融研究》第8期,第32~46页。 [6]梁琪、李政和郝项超,2015,《中国股票市场国际化研究:基于信息溢出的视角》,《经济研究》第4期,第150~164页。 [7]李政、梁琪和方意,2019,《中国金融部门间系统性风险溢出的监测预警研究——基于下行和上行ΔCoES指标的实现与优化》,《金融研究》第2期,第40~58页。 [8]李政、梁琪和涂晓枫,2016,《我国上市金融机构关联性研究——基于网络分析法》,《金融研究》第8期,第95~100页。 [9]杨子晖,2020,《金融市场与宏观经济的风险传染关系——基于混合频率的实证研究》,《中国社会科学》第12期,第160~180+204页。 [10]杨子晖、陈雨恬和陈里璇,2019,《极端金融风险的有效测度与非线性传染》,《经济研究》第5期,第63~80页。 [11]杨子晖和周颖刚,2018,《全球系统性金融风险溢出与外部冲击》,《中国社会科学》第12期,第69~90+200~201页。 [12]Acharya, V. V., L. H. Pedersen, T. Philippon, and M. Richardson. 2017. “Measuring Systemic Risk”, Review of Financial Studies, 30(1): 2~47. [13]Adrian, T., and M. K. Brunnermeier. 2016. “CoVaR”, American Economic Review, 106(7): 1705-1741. [14]Allen, F., and D. Gale. 2000. “Financial Contagion”, Journal of Political Economy, 108(1): 1~33. [15]Benoit, S., J. E. Colliard, C. Hurlin, and C. Pérignon. 2017. “Where the Risks Lie: A Survey on Systemic Risk”, Review of Finance, 21(1): 109~152. [16]Billio, M., M. Getmansky, A. W. Lo, and L. Pelizzon. 2012. “Econometric Measures of Connectedness and Systemic Risk in the Finance and Insurance Sectors”, Journal of Financial Economics, 104(3): 535~559. [17]Brownlees, C., and R. F. Engle. 2017. “SRISK: A Conditional Capital Shortfall Measure of Systemic Risk”, Review of Financial Studies, 30(1): 48~79. [18]Diebold, F. X., and K. Yılmaz. 2014. “On the Network Topology of Variance Decompositions: Measuring the Connectedness of Financial Firms”, Journal of Econometrics, 182(1): 119~134. [19]Doerr, S., and P. Schaz. 2021. “Geographic Diversification and Bank Lending during Crises”, Journal of Financial Economics, 140(3): 768~788. [20]Jeanne, O., and A. Korinek. 2020. “Macroprudential Regulation versus Mopping Up after the Crash”, Review of Economic Studies, 87(3): 1470~1497. [21]Yang, Z., and Y. Zhou. 2017. “Quantitative Easing and Volatility Spillovers Across Countries and Asset Classes”, Management Science, 63(2): 333~354.