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The Effect of TARP on The Effect of TARP on Bank Risk- -Taking Taking Bank Risk Lamont Black and Lieu Hazelwood Federal Reserve Board of Governors FDIC/JFSR 11 th Annual Bank Research Conference September 2011 The views expressed do not


  1. The Effect of TARP on The Effect of TARP on Bank Risk- -Taking Taking Bank Risk Lamont Black and Lieu Hazelwood Federal Reserve Board of Governors FDIC/JFSR 11 th Annual Bank Research Conference September 2011 The views expressed do not necessarily reflect those of the Federal Reserve Board or its staff.

  2. Introduction Introduction  The Troubled Asset Relief Program (TARP) of the U.S. Treasury was authorized to make $700 Billion in bank capital injections, which began in October 2008  Purpose of program was originally stated as recapitalization, but banks were also under pressure to increase lending “ As these banks and institutions are reinforced and supported with taxpayer funds, they must meet their responsibility to lend .” Anthony Ryan, Acting Treasury Under Secretary October 2008 FDIC/JFSR Bank Research Conference 2011 2

  3. Motivation Motivation  These two social objectives likely had opposing effects on bank risk-taking ◦ Recapitalization would lead to less risk-taking ◦ Macro-stabilization would lead to more risk-taking  Greater risk taking with government funds in the absence of greater lending may also be a sign of moral hazard FDIC/JFSR Bank Research Conference 2011 3

  4. Main Question Main Question  How did the TARP capital infusions affect bank risk-taking?  Specifically, how did the risk ratings of commercial and industrial (C&I) loan originations change following the capital infusions?  How did this compare to changes in lending? FDIC/JFSR Bank Research Conference 2011 4

  5. Main Findings Main Findings  Relative to non-TARP banks, the risk rating of loan originations ◦ increased at large TARP banks ◦ decreased at small TARP banks  Suggests that large may have had ◦ greater pressure to expand lending, or ◦ greater moral hazard FDIC/JFSR Bank Research Conference 2011 5

  6. C&I Loans Outstanding C&I Loans Outstanding FDIC/JFSR Bank Research Conference 2011 6

  7. Data Data  Survey of Terms of Business Lending (STBL) ◦ Survey of one week each quarter ◦ Risk rating: 1 is least risky, 5 is most risky  Call Report: bank size and capitalization 37 TARP banks and 44 Non-TARP banks  12 Quarters: 2007Q4 − 2010Q3  187,761 loan-level observations FDIC/JFSR Bank Research Conference 2011 7

  8. Measuring Risk- -Taking Taking Measuring Risk  Forward-looking measure of risk-taking ◦ Versus backward-looking measure, such as non-performing loan ratio, e.g., Salas and Saurina (2003) FDIC/JFSR Bank Research Conference 2011 8

  9. Key Comparison Key Comparison  Change in average risk ratings for TARP banks relative to non-TARP banks following the period of capital infusions  Match TARP and non-TARP banks based on size and timing of capital infusion  Stratify banks by bank size ◦ Large (>$10 Billion) ◦ Medium ($2.5 Billion to $10 Billion) ◦ Small (<$2.5 Billion) FDIC/JFSR Bank Research Conference 2011 9

  10. Difference- -in in- -differences differences Difference TARP Recipient TARP − Non-TARP Mean Mean After TARP Period Loan Characteristics 0.232*** Risk Rating (1 to 5) 3.462 Interest 3.876 0.090*** 0.166*** Commitment (0/1) 0.942 0.104*** Log of Loan Size ($) 11.194 Bank Characteristics 1.185*** Ln of Bank Size ($1000) 18.728 -2.340*** Capitalization (ratio) 9.524 After − Before Loan Characteristics 0.075*** Risk Rating 0.094*** 0.164*** Interest -1.850*** 0.022*** Commitment 0.010*** 0.062*** Ln(Loan Size) 0.033** Bank Characteristics 0.037*** Ln(Bank Size) 0.321*** 0.008*** Capitalization -0.002*** FDIC/JFSR Bank Research Conference 2011 10

  11. Relative Risk at Large Banks Relative Risk at Large Banks FDIC/JFSR Bank Research Conference 2011 11

  12. Relative Risk at Small Banks Relative Risk at Small Banks FDIC/JFSR Bank Research Conference 2011 12

  13. Loan- -Level Analysis Level Analysis Loan  Evaluate change in risk ratings following TARP while controlling for other bank and loan characteristics Risk i,t,l =  1 TARP recipient i +  2 Ln(Bank Size) i,t,l +  3 Capitalization i,t,l +  4 Commitment i,t,l +  5 Maturity i,t,l +  6 Ln(Loan Size) i,t,l +  1 bank i +  2 quarter t + � I,t,l FDIC/JFSR Bank Research Conference 2011 13

  14. Risk Ratings for Large Banks Risk Ratings for Large Banks Large Banks (1) (2) Bank Characteristics TARP Recipient 0.086 *** 0.079*** Ln(Bank Size) 0.046*** 0.049 *** Capitalization 0.008*** 0.006 *** Loan Characteristics Commitment 0.233*** Ln(Loan Size) -0.024*** Bank Fixed Effects Y Y Y Y Time Fixed Effects Number of Observations 212636 212636 Adjusted R-Squared 0.200 0.211 FDIC/JFSR Bank Research Conference 2011 14

  15. Risk Ratings for Small Banks Risk Ratings for Small Banks Small Banks (1) (2) Bank Characteristics TARP Recipient -0.060* -0.087*** Ln(Bank Size) -0.087 -0.058 Capitalization -0.001 -0.004 Loan Characteristics Commitment 0.020 Ln(Loan Size) -0.007 Y Y Bank Fixed Effects Y Y Time Fixed Effects Number of Observations 11867 11867 Adjusted R-Squared 0.315 0.330 FDIC/JFSR Bank Research Conference 2011 15

  16. Interest Spread at Large Banks Interest Spread at Large Banks

  17. Interest Spread at Small Banks Interest Spread at Small Banks FDIC/JFSR Bank Research Conference 2011 17

  18. Risk Ratings with Ordered Logit Risk Ratings with Ordered Logit Large Banks Small Banks (1) (2) Bank Characteristics TARP Recipient 1.329 *** 0.307*** Ln(Bank Size) 1.035*** 2.836 *** Capitalization 1.000 0.920 *** Loan Characteristics 2.995*** 1.084* Commitment 0.930*** Ln(Loan Size) 0.984 Y Y Time Fixed Effects 212636 11867 Number of Observations Adjusted R-Squared 0.031 0.031 FDIC/JFSR Bank Research Conference 2011 18

  19. Risk Ratings with Dollar Amount Risk Ratings with Dollar Amount Large Banks Small Banks (1) (2) Bank Characteristics Ln(TARP dollar amount) 0.004 *** -0.003* Ln(Bank Size) 0.049*** -0.088 Capitalization 0.006*** -0.003 Loan Characteristics 0.233*** 0.021 Commitment Ln(Loan Size) -0.024*** -0.007 Bank Fixed Effects Y Y Y Y Time Fixed Effects 11867 Number of Observations 212636 Adjusted R-Squared 0.212 0.330 FDIC/JFSR Bank Research Conference 2011 19

  20. Lending and Risk- -Taking Taking Lending and Risk  Did the risk correspond to more lending? ◦ Macro-stabilization  Or just riskier loans? ◦ Moral hazard FDIC/JFSR Bank Research Conference 2011 20

  21. C&I Loans at Large Banks C&I Loans at Large Banks FDIC/JFSR Bank Research Conference 2011 21

  22. C&I Loans at Small Banks C&I Loans at Small Banks FDIC/JFSR Bank Research Conference 2011 22

  23. Matched Sample Analysis Matched Sample Analysis  Propensity score matching used to control for selection bias  Results consistent with previous regression results  Reduced significance for small banks, likely due to reduced sample size FDIC/JFSR Bank Research Conference 2011 23

  24. Conclusion Conclusion  Relative to non-TARP banks, we find that loan risk increased at large TARP banks but decreased at small TARP banks  Conflicting objectives of recapitalization and macro-stabilization may have mixed effects on bank risk-taking  Lack of lending suggests moral hazard for the large banks FDIC/JFSR Bank Research Conference 2011 24

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