When Micro Prudence Increases Macro Risk: The Destabilizing Effects of Financial Innovation, Leverage, and Diversification

By exploiting basic common practice accounting and risk-management rules, we propose a simple analytical dynamical model to investigate the effects of microprudential changes on macroprudential outcomes. Specifically, we study the consequence of the introduction of a financial innovation that allows reducing the cost of portfolio diversification in a financial system populated by financial institutions having capital requirements in the form of Value at Risk (VaR) constraint and following standard mark-to-market and risk-management rules. We provide a full analytical quantification of the multivariate feedback effects between investment prices and bank behavior induced by portfolio rebalancing in presence of asset illiquidity and show how changes in the constraints of the bank portfolio optimization endogenously drive the dynamics of the balance sheet aggregate of financial institutions and, thereby, the availability of bank liquidity to the economic system and systemic risk. The model shows that when financial innovation reduces the cost of diversification below a given threshold, the strength (because of higher leverage) and coordination (because of similarity of bank portfolios) of feedback effects increase, triggering a transition from a stationary dynamics of price returns to a nonstationary one characterized by steep growths (bubbles) and plunges (bursts) of market prices.

[1]  Stefan Thurner,et al.  Leverage causes fat tails and clustered volatility , 2009, 0908.1555.

[2]  Fabrizio Lillo,et al.  The Impact of Systemic and Illiquidity Risk on Financing with Risky Collateral. , 2014 .

[3]  Nobuhiro Kiyotaki,et al.  Credit Cycles , 1995, Journal of Political Economy.

[4]  David Thesmar,et al.  Vulnerable Banks , 2011 .

[5]  S. Battiston,et al.  Market procyclicality and systemic risk , 2012 .

[6]  Paolo Colla,et al.  Which Financial Frictions? Parsing the Evidence from the Financial Crisis of 2007 to 2009 , 2013, NBER Macroeconomics Annual.

[7]  H. Shin,et al.  Liquidity and Leverage , 2009 .

[8]  H. Shin,et al.  Financial Intermediaries and Monetary Economics , 2010 .

[9]  R. May,et al.  Systemic risk in banking ecosystems , 2011, Nature.

[10]  G. Pflug,et al.  The 1/ N investment strategy is optimal under high model ambiguity , 2012 .

[11]  Guofu Zhou,et al.  Markowitz meets Talmud: A combination of sophisticated and naive diversification strategies ☆ , 2011 .

[12]  Nina Boyarchenko,et al.  Intermediary Leverage Cycles and Financial Stability , 2012 .

[13]  Paolo Tasca,et al.  Diversification and Financial Stability , 2011 .

[14]  G. Constantinides Capital Market Equilibrium with Transaction Costs , 1986, Journal of Political Economy.

[15]  Jon Danielsson,et al.  Risk Appetite and Endogenous Risk , 2010 .

[16]  Domenico Di Gangi,et al.  Assessing Systemic Risk Due to Fire Sales Spillover Through Maximum Entropy Network Reconstruction , 2015, Journal of Economic Dynamics and Control.

[17]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[18]  M. YessicaBedoya,et al.  This time is different: eight centuries of financial folly , 2011 .

[19]  Victor DeMiguel,et al.  Optimal Versus Naive Diversification: How Inefficient is the 1/N Portfolio Strategy? , 2009 .

[20]  Alan M. Taylor,et al.  Credit Booms Gone Bust: Monetary Policy, Leverage Cycles and Financial Crises, 1870-2008 , 2009 .

[21]  Wolf Wagner,et al.  Systemic Liquidation Risk and the DiversityDiversification Trade-Off , 2011 .

[22]  J. Stein,et al.  An Adverse Selection Model of Bank Asset and Liability Management with Implications for the Transmission of Monetary Policy , 1995 .

[23]  W. Brock,et al.  More Hedging Instruments May Destabilize Markets , 2008 .

[24]  Hyun Song Shin,et al.  Procyclical Leverage and Value-at-Risk , 2014 .

[25]  B. Bernanke,et al.  The Financial Accelerator and the Flight to Quality , 1994 .

[26]  Robert F. Engle,et al.  Volatility, Correlation and Tails for Systemic Risk Measurement , 2010 .

[27]  B. Bernanke,et al.  Agency Costs, Net Worth, and Business Fluctuations , 1988 .

[28]  Mathias Drehmann,et al.  Assessing the Risk of Banking Crises – Revisited , 2009 .

[29]  R. Thaler,et al.  Naive Diversification Strategies in Defined Contribution Saving Plans , 2001 .

[30]  T. Eisenbach,et al.  Fire-sale Spillovers and Systemic Risk , 2015, The Journal of Finance.

[31]  R N Mantegna,et al.  Spectral density of the correlation matrix of factor models: a random matrix theory approach. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[32]  Ahmet Izmirlioglu,et al.  From Financial Crash to Debt Crisis , 2015 .

[33]  H. Shin,et al.  The impact of risk regulation on price dynamics , 2004 .

[34]  R. Cont,et al.  RUNNING FOR THE EXIT: DISTRESSED SELLING AND ENDOGENOUS CORRELATION IN FINANCIAL MARKETS , 2011 .

[35]  Andrei Shleifer,et al.  Fire Sales in Finance and Macroeconomics , 2010 .

[36]  B. Bernanke,et al.  Chapter 21 The financial accelerator in a quantitative business cycle framework , 1999 .

[37]  Andrei Shleifer,et al.  Liquidation Values and Debt Capacity: A Market Equilibrium Approach , 1992 .

[38]  J. Bouchaud,et al.  Impact-adjusted valuation and the criticalty of leverage , 2012 .

[39]  Cristopher Moore,et al.  Stability Analysis of Financial Contagion Due to Overlapping Portfolios , 2012, ArXiv.

[40]  Gregory G. Gocek The 1/N Investment Strategy Is Optimal under High Model Ambiguity , 2012 .

[41]  R. Cont,et al.  FIRE SALES FORENSICS: MEASURING ENDOGENOUS RISK , 2012 .

[42]  Oscar Landerretche,et al.  Lending Booms: Latin America and the World , 2001 .

[43]  N. C. State,et al.  Stability Analysis , 2019, Converter-Interfaced Energy Storage Systems.

[44]  Hubert Janicki,et al.  Changes in the Size Distribution of U. S. Banks: 1960-2005 , 2006 .

[45]  Wei Xiong,et al.  Contagion as a Wealth Effect , 2001 .

[46]  Markus K. Brunnermeier,et al.  Market Liquidity and Funding Liquidity , 2005 .

[47]  R. H. Parker,et al.  This time is different: eight centuries of financial folly , 2010 .

[48]  Matteo Marsili,et al.  Eroding market stability by proliferation of financial instruments , 2009 .

[49]  E. Mendoza,et al.  An Anatomy of Credit Booms and Their Demise , 2012 .