系统性金融风险文献综述:现状、发展与展望

防范风险是我国金融业的永恒主题。如何有效应对金融系统的异常波动、缓释国际市场的外部冲击、精准处置重点领域风险,仍将是我国“十四五”期间的重要任务。本文分别基于系统性金融风险的有效测度、传染溢出、驱动因素、前瞻预测,以及其与宏观经济的相互作用关系、风险调控政策与政策的有效性、监管理念发展等不同视角,对272篇国内外顶级(权威)文献进行了全面、深入的梳理与总结,并展望该领域的重点研究方向,从而为我国构建金融风险防控长效机制、完善“双循环”新格局下的金融监管体系提供参考,以牢牢守住不发生系统性金融风险的底线,推动经济社会高质量发展。     

“双支柱”调控、政策协调搭配与宏观稳定效应

本文通过构建包含金融部门和“双支柱”调控政策的DSGE模型,系统考察了货币政策和宏观审慎政策的组合在不同经济金融冲击下的宏观经济和金融稳定效应。相关分析得出了三个基本结论:一是纳入宏观审慎政策的“双支柱”调控框架确实比单一使用货币政策具有相对更好的经济和金融稳定效应;二是“双支柱”调控框架在应对金融冲击时的稳定效应表现得更加明显,这说明宏观审慎政策确实是通过金融稳定渠道发挥作用的,从而与货币政策侧重实体经济(产出和通胀)的稳定效应形成了有效互补;三是不论是在价格型的货币政策工具下,还是在数量型的货币政策工具下,“双支柱”调控框架都较单一使用货币政策具有更好的经济金融稳定效应,这说明“双支柱”调控框架的有效性不依赖于货币政策工具的改变而改变,在具体的政策工具组合方面具有较为普遍的适用性。     

The contribution of (shadow) banks and real estate to systemic risk in China

We empirically evaluate how accounting and financial variables affect the level of systemic risk in traditional and shadow banks, and in real estate finance services in China over the period 2006–2019. We also conduct some stability analysis by evaluating the impact of crisis sub-periods. We find that systemic risk increases in the Size of large financial institutions, particularly shadow entities, while it is insensitive to the Size of real estate finance services. Real estate finance services are instead particularly sensitive to Maturity Mismatch and Leverage. Finally, systemic risk differs across state and non state owned banks.     

“双支柱”调控、政策协调搭配与宏观稳定效应

本文通过构建包含金融部门和“双支柱”调控政策的DSGE模型,系统考察了货币政策和宏观审慎政策的组合在不同经济金融冲击下的宏观经济和金融稳定效应。相关分析得出了三个基本结论:一是纳入宏观审慎政策的“双支柱”调控框架确实比单一使用货币政策具有相对更好的经济和金融稳定效应;二是“双支柱”调控框架在应对金融冲击时的稳定效应表现得更加明显,这说明宏观审慎政策确实是通过金融稳定渠道发挥作用的,从而与货币政策侧重实体经济(产出和通胀)的稳定效应形成了有效互补;三是不论是在价格型的货币政策工具下,还是在数量型的货币政策工具下,“双支柱”调控框架都较单一使用货币政策具有更好的经济金融稳定效应,这说明“双支柱”调控框架的有效性不依赖于货币政策工具的改变而改变,在具体的政策工具组合方面具有较为普遍的适用性。     

The flight from maturity

Why did the failure of Lehman Brothers make the financial crisis dramatically worse? Our answer is that the financial crisis was a process of a build-up of risk during the crisis prior to the Lehman failure. During the crisis market participants tried to preserve an option to withdraw by shortening maturities — the “flight from maturity”. We show that the flight from maturity was manifested in a steepening of the term structures of spreads in money markets. With increasingly short maturities, lenders created the possibility of fast exit. The failure of Lehman Brothers was the tipping point of this build-up of systemic fragility. A crisis is a dynamic process in which “tail risk” is endogenous.     

关系股东与融资约束——基于系族集团的经验证据

已有研究指出,控股股东的关系股东加剧了控股股东与中小股东间的利益冲突.关系股东是否具有积极的一面,研究中尚缺乏关注.本文以2003-2017年间附属于系族集团的A股上市公司作为研究样本,实证检验了系族成员关系股东是否以及如何影响融资约束.研究发现,相对于没有关系股东的系族成员,有关系股东的成员企业面临的融资约束更低,在考虑内生性问题后结论依然稳健.进一步研究表明,关系股东通过降低实际控制人与成员企业的信息不对称、促进内部资本市场资源优化配置,以及降低管理层代理成本从而缓解所在成员企业的融资约束.本文揭示了关系股东对融资约束的影响及作用机理,丰富了关系股东与内部资本市场经济后果方面的研究.     

From me to you: Measuring connectedness between Eurozone financial institutions

This paper aims to analyse the tail risk spillover between banks, insurance companies and the shadow banking system in the Eurozone contest. These intra-sectoral interdependencies between financial market participants have contributed to the spread of instability in the financial system. Therefore mapping these links is important for policy-makers to provide supervisory tools and can be a key input into the design of macroprudential policies. For this purpose, we adopt the Tail-Event driven NETwork (TENET) risk model. The TENET is a useful method to map the tail interconnection between the three sectors and to provide systemic risk measures that take into account the “too big to fail” and “too big to interconnected” concepts. The results suggest that each financial sector has a significant impact on the other. By comparing the contribution of each sector, we show that banks are the largest emitters of risk. However, also shadow banking firms are systemic important, given their high level of connection. The work provides a clear view of risk spillovers and interconnection dynamics during the crisis providing a meaningful ranking of the systemic important financial institutions.     

The Squam Lake Report: Fixing the Financial System*

In these excerpts from The Squam Lake Report, fifteen distinguished economists analyze where the global financial system failed, and how such failures might be prevented (or at least their damage better contained) in the future. Although there were many contributing factors to the crisis—including “agency” problems throughout the financial system and a bankruptcy code poorly suited for reorganizing financial firms—at the core of the problem is a potential conflict between the risk-taking proclivity of financial institutions and the interests of the economy at large that must be managed at least in part through more effective regulation. The Squam Lake Report provides a nonpartisan plan to transform the regulation of financial markets in ways designed to limit systemic risk while preserving—to the extent possible and prudent—the economies of scale and scope that justify the existence of today's large financial institutions. To reduce the risks that large banks will fail, the authors call for higher capital requirements based on more effective assessments of the risks of bank assets and liabilities, as well as a new systemic regulator that should be part of the central bank. To reduce the costs of failure when it occurs, the authors propose that banks be required to create “living wills” laying out their plan to sell assets or shut down operations in the event of financial trouble. As part of that plan, regulators are urged to “aggressively encourage” banks to issue “contingent” debt capital securities that convert into equity.     

How does deposit insurance affect bank risk? Evidence from the recent crisis

Deposit insurance is widely offered in a number of countries as part of a financial system safety net to promote stability. An unintended consequence of deposit insurance is the reduction in the incentive of depositors to monitor banks which lead to excessive risk-taking. We examine the relation between deposit insurance and bank risk and systemic fragility in the years leading up to and during the recent financial crisis. We find that generous financial safety nets increase bank risk and systemic fragility in the years leading up to the global financial crisis. However, during the crisis, bank risk is lower and systemic stability is greater in countries with deposit insurance coverage. Our findings suggest that the “moral hazard effect” of deposit insurance dominates in good times while the “stabilization effect” of deposit insurance dominates in turbulent times. The overall effect of deposit insurance over the full sample we study remains negative since the destabilizing effect during normal times is greater in magnitude compared to the stabilizing effect during global turbulence. In addition, we find that good bank supervision can alleviate the unintended consequences of deposit insurance on bank systemic risk during good times, suggesting that fostering the appropriate incentive framework is very important for ensuring systemic stability.     

Financial stress transmission between the U.S. and the Euro Area

This paper examines financial stress transmission between the U.S. and the Euro Area. To better understand the linkages between financial stress in the two regions, we construct a financial stress index for the U.S. similar to the Composite Indicators of Systemic Stress (CISS) that has been developed for the Euro Area with a focus on systemic risk. Using weekly data from 2000 to 2021 and Granger predictability in distribution test, we analyze stress transmission in “normal” times as well as under unusually high and low stress episodes. While we document unilateral transmission from the U.S. to the Euro Area under normal conditions based on the center of the distribution, tail dependence tests and impulse response analysis show significant bilateral transmission, particularly in unusually high financial stress episodes. This holds true for aggregate indices as well as the subindicators of financial stress in various financial markets. As such, there must be global efforts to contain financial crises and ensure a strong and resilient financial system.     

Determinants of risk in the banking sector during the European Financial Crisis

Risk assessment in the banking sector has been a prominent topic in the banking literature and has gained attention especially since the recent financial crises. In particular, the European crisis, which was the first since the formation of the Eurozone, underlined a number of significant problems and increased concerns on the tail or crash risk of banks. In the present study, we seek to examine whether information asymmetry, the importance of banks in the financial system and systemic risk play significant roles in the evolution of stock crashes in the banking sector. Information asymmetry is proxied by opacity, the importance of a bank in a financial network is proxied by network centrality, and systemic risk is proxied by clustering. The research framework considers a number of regulatory, reporting and financial market factors that have also been determined to relate to stock crashes and shows that all of the above factors are related to (idiosyncratic) stock crash risk under specific conditions.     

金融产品持股与银行系统性风险——兼论《商业银行股权管理暂行办法》的影响

基于金融机构通过金融产品增持上市银行股份现象日益普遍的背景,本文运用2011-2019年上市银行数据,采用系统GMM和合成控制法(SCM),分析金融产品持股¹对银行系统性风险的影响及其异质性,并探讨《商业银行股权管理暂行办法》(以下简称《股权办法》)限制金融产品超比例持有上市银行股份规定的效果。结果表明:(1)当单家金融产品股东的持股比例均低于5%²时,其会利用专业优势更好地监督银行行为,金融产品总持股比例有助于降低银行系统性风险。(2)当第一大金融产品股东的持股比例超过5%时,其会利用话语权为自身牟利,导致银行系统性风险增加,削弱金融产品总持股比例对银行系统性风险的降低作用。(3)由于保险产品持股在金融产品总持股中占主导地位,其对银行系统性风险的影响与金融产品持股的作用一致;保险产品以外的其他金融产品总持股比例会降低银行系统性风险。(4)《股权办法》的实施有助于约束持股比例超过5%的机构投资者的冒险行为,进而降低相应银行的系统性风险。     

中国实业部门金融化的异质性

本文基于实业和金融两类投资组合模型的构建,重点考察不同所有权性质和不同行业企业的金融化驱动机制是否具有异质性,并探究不同类别金融投资对应结果的差异性特征。实证结果与已有研究以及传统印象并不一致:我们发现,风险规避是中国非国有企业和制造业企业金融化的显著驱动因素,而国有企业和非制造业企业则不存在这一特征;同时,非制造业企业的金融投资主要由收益率差驱动,而在其他企业样本中均没有证据显示追逐利润是企业金融化的推动因素。不同企业样本的融资约束、杠杆率、成长性、流动性水平以及资产质量等因素对企业金融资产占比的影响也存在显著差异。进一步区分企业金融投资中货币和非货币类金融资产的不同特性并考虑企业的长期股权投资,结果表明货币类金融资产和非货币类金融资产的驱动机制存在明显差异:对于货币类金融资产投资,国有企业主要受资本逐利因素推动,其他企业则未体现这一特征;对于非货币类金融资产投资,非国有企业、制造业和非制造业企业均受到风险因素驱动,而国有企业则不受影响;将企业长期股权投资纳入金融资产后结果则未产生明显差异。     

融资租赁、银行信贷与企业投资

本文从企业投资视角探讨融资租赁与银行信贷之间是否存在替代关系,以及融资约束对于两者关系的作用机理。通过手工整理中国沪深两市 2004-2016 年间全部 A 股上市公司的年度融资租赁数据,并结合公司财务数据进行实证检验,结果表明:融资租赁和银行信贷都能够显著促进公司投资效率提高,并且融资租赁对于银行信贷具有显著的替代效应。本文进一步从融资约束视角验证融资租赁替代银行信贷的影响机制,发现公司的有形性资产净值率较低、资产负债率较高或是民营企业,则公司面临的融资约束程度越严重,融资租赁对银行信贷的替代作用就会越大。这不仅为融资租赁有助于实体经济发展提供了微观证据,也对于持续深化金融供给侧结构性改革,助力“六稳”“六保”具有政策启示。     

Overview on the recent developments of banking and risk management

This note aims at focusing at the recent developments in banking and risk management with a particular focus on empirical analyses about banks’ regulation and financial risk. It notably describes a financial atmosphere whereby, in response to the US subprime mortgage crisis and the continuing stress in financial markets, policymakers developed alternative monetary policies and regulators pursued different reforms and new regulations to overcome the effects of this crisis. To better understand these different changes and reforms, this note presents the 9 best articles selected from the second International Workshop on Market Microstructure and Nonlinear Dynamics (Paris, June 4–5, 2015, www.fmnd.fr) that focused on these topics. Interestingly, through these different contributions, this special issue has developed new insights about methodologies and quantitative risk management techniques that assess the effects of the financial crisis, explain its different challenges, and suggest some solutions.     

金融错配、非金融企业影子银行化与经济“脱实向虚”

当前,我国一些非金融企业通过直接或间接的方式从事影子银行业务。本文利用2004-2015年上市公司数据研究发现,金融错配程度的提高整体上会提高企业影子银行化规模,并且这种效应仅在金融深化程度较高、经济资源市场化配置程度偏低的地区显著;僵尸企业和盈利性较差的企业,分别受到“利润追逐”和“投资替代”机制的影响,金融错配对其影子银行化趋势的正向作用更为明显。机制检验发现,金融错配水平的上升通过提高融资约束程度从而降低企业实体投资水平,这种效应在资产专用性较强的企业中更为明显;金融错配主要通过融资约束程度和实体投资规模,而非资本回报率渠道作用于企业影子银行化行为。本文研究对于提高信贷资源配置效率,防范经济“脱实向虚”具有较强的政策意义。     

金融错配、非金融企业影子银行化与经济“脱实向虚”

当前,我国一些非金融企业通过直接或间接的方式从事影子银行业务。本文利用2004-2015年上市公司数据研究发现,金融错配程度的提高整体上会提高企业影子银行化规模,并且这种效应仅在金融深化程度较高、经济资源市场化配置程度偏低的地区显著;僵尸企业和盈利性较差的企业,分别受到“利润追逐”和“投资替代”机制的影响,金融错配对其影子银行化趋势的正向作用更为明显。机制检验发现,金融错配水平的上升通过提高融资约束程度从而降低企业实体投资水平,这种效应在资产专用性较强的企业中更为明显;金融错配主要通过融资约束程度和实体投资规模,而非资本回报率渠道作用于企业影子银行化行为。本文研究对于提高信贷资源配置效率,防范经济“脱实向虚”具有较强的政策意义。     

Measuring the deadly embrace: Systemic and sovereign risks

This study contributes to the literature by making a first step toward implementing a comprehensive internally coherent measurement of systemic risk in a country. It measures systemic risk and the ensuing conditional contingent liabilities of the sovereign stemming from Luxembourg’s Other Systemically Important Institutions (OSIIs), the Global Systemically Important Banks (G-SIBs) to which they belong, the investment funds sponsored by the OSIIs, the household and the non-financial corporate sectors. The ensuing estimated systemic contingent claims are included in a stochastic version of the general government’s balance sheet to gauge their impact on the country’s sovereign risk. Results indicate that time-varying conditional implicit guarantees from OSSIs are larger than those from G-SIBs and investment funds, while systemic risk stemming from the household and non-financial corporate sectors is moderate. The robustness of the sovereign is not drastically affected by systemic risk stemming from the rest of the economy. However, illustrating the so-called “deadly embrace”, sovereign risk would significantly rise as a result of a historically plausible increase in sovereign assets’ value volatility combined with an economy-wide shock. The main policy implication is that financial stability stands on two columns, a resilient financial sector and a sustainable fiscal position.     

普惠金融与创业:“授人以鱼”还是“授人以渔”？

在“大众创业,万众创新”战略推进的关键时期,本文考察了普惠金融对创业的影响和作用。基于中国家庭金融调查数据的实证研究发现,普惠金融的发展对创业具备显著的增进效应。考虑多种模型设定、不同自变量和因变量度量方式以及内生性问题讨论的稳健性检验均不改变本文的主要结论。在此基础上,本文对普惠金融影响创业的作用机制进行了检验。结果发现,普惠金融并没有通过缓解家庭资金约束来促进创业,普惠金融对创业的增进作用主要来源于对居民金融能力的提升。随后,本文实证检验了金融教育对普惠金融影响创业的调节作用。结果发现,随着金融教育的普及,普惠金融发展对创业的促进作用将加强。区分普惠金融不同维度可以发现,金融教育对普惠金融影响创业的调节作用,是通过提高金融服务使用度对创业的增进效应实现的。本文的研究表明,相较于传统金融发展,实现金融广化更有助于居民创业精神的激发。