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Regulatory Discretion and Banks' Pursuit of 'Safety in Similarity'


Ryan Stever


Acadian Asset Management

James A. Wilcox


University of California, Berkeley - Economic Analysis & Policy Group; National Bureau of Economic Research (NBER)


BIS Working Paper No. 235

Abstract:     
We propose that individual banks' reported loan losses and provisions for future loan losses are lower, all else equal (including their own financial statements), when the banking industry is weaker. We further hypothesize that this option of underreporting charge-offs and provisions provides banks with incentives, when the banking industry is weaker, to cluster more, or to seek safety in similarity.

We provide evidence that large, individual U.S. banks indeed tend to report both lower charge-offs and lower provisions for loan losses, after controlling for their other determinants, when the banking industry is weaker. We also show that banks tend to be more clustered, or similar, when the industry is weaker. In addition, individual banks change their risk-taking to make it more similar to that of banking industry averages, and change it faster, when the industry is weaker. At the same time, in contrast to banks, we show that non-bank financial corporations show virtually no tendency to cluster more as their part of the financial sector weakens.

Number of Pages in PDF File: 35

Keywords: Procyclicality, reporting discretion, bank capital, clustering, bank risk

JEL Classification: G28, G18

Accepted Paper Series


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Date posted: September 17, 2007  

Suggested Citation

Stever, Ryan and Wilcox, James A., Regulatory Discretion and Banks' Pursuit of 'Safety in Similarity'. BIS Working Paper No. 235. Available at SSRN: http://ssrn.com/abstract=1014546

Contact Information

Ryan Stever (Contact Author)
Acadian Asset Management ( email )
United States
James A. Wilcox
University of California, Berkeley - Economic Analysis & Policy Group ( email )
Berkeley, CA 94720
United States
510-642-2455 (Phone)
510-643-1420 (Fax)
National Bureau of Economic Research (NBER)
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
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