Working Papers

The Financial System




Bank Regulatory Reforms and Declining Diversity of Bank Credit Allocation

Author:Takeo Hoshi, Ke Wang


This paper addresses the concerns on correlated risks across banks that tightening regulation may have induced. Facing higher required capital ratio after the global financial crisis, a bank can reduce the risk-weighted assets by shifting its portfolios from asset classes with high risk-weights to asset classes with low risk-weights. This may reduce the risk exposures of individual banks, but may end up concentrating various banks’ assets to the same set of low risk assets, hence increase the joint default probability and systemic risk of the banking system. Using risk-weighted asset data in Form FFIEC101, reported by the U.S. banks that are allowed to use the advanced approach, we show banks’ average risk weights indeed declined since 2010, partly due to portfolio shifts in credit allocation. We measure the convergence in credit allocation by the cosine similarity of portfolio compositions for pairs of banks. We document that the average cosine similarity across the advanced approach banks rose monotonically and significantly since 2010, which coincides with a period of tightened capital regulations. Finally, we observe that the two prevailing systemic risk measures –SRISK and CoVaR –also show signs of convergence among banks during the same time period. We conclude that the capital regulation may have unintended consequences on systemic risk by encouraging herd behavior across regulated banks.