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For release on delivery
6:00 p.m. EDT
March 26, 2010

Lessons from the Crisis Stress Tests

Remarks by
Daniel K. Tarullo
Member
Board of Governors of the Federal Reserve System
at the
Federal Reserve Board
International Research Forum on Monetary Policy
Washington, D.C.

March 26, 2010

Effective responses to dire situations often require bold actions that would be
unthinkable in calmer times. So it was in the financial crisis, when central banks
undertook extraordinary monetary policy measures and governments made major
financial firms wards of the state. Yet sometimes a crisis also accelerates adoption of
policies and practices that might beneficially have been implemented beforehand and
then are sensibly continued after the crisis has passed. This evening I will examine an
instance of this latter phenomenon, as defined by the Federal Reserve’s experience with
comprehensive stress testing of major financial institutions during the crisis.
The Supervisory Capital Assessment Program (SCAP) was fashioned in early
2009 as a key element of a crucial plan to stabilize the U.S. financial system. The stress
tests, as they have been popularly called, required development on the fly, and under
enormous pressure, of ideas that academics and supervisors had been considering for
some time. After describing the concept, design, and implementation of last year’s tests,
I will explain how our experience has helped prompt major changes in Federal Reserve
supervision of the nation’s largest financial institutions. Then I will discuss how this
experience has stimulated debate over the merits of publicly releasing supervisory
information. 1
Origins and Execution of the Supervisory Capital Assessment Program
By February 2009, many steps had already been taken to restore the health of, and
confidence in, U.S. banks. The U.S. Treasury had injected capital into banks under the
Troubled Asset Relief Program (TARP). The Federal Deposit Insurance Corporation had
expanded guarantees for bank liabilities under its Temporary Liquidity Guarantee

1

The views expressed in these remarks are my own and not necessarily those of other members of the
Board of Governors.

-2Program. And the Federal Reserve had established a number of lending programs to
provide liquidity to financial institutions in addition to its aggressive monetary policy
actions.
Despite these actions, a great deal of uncertainty remained about future bank
losses and solvency, which was only increased by the rapidly deteriorating
macroeconomic conditions in early 2009. The Treasury determined that confidence
could best be restored by making additional capital available to banks that were unable to
raise from private sources the amounts necessary for them to continue to function as
effective financial intermediaries even if economic conditions worsened appreciably. To
evaluate how much capital individual institutions might require, U.S. bank supervisors,
led by the Federal Reserve, undertook a stringent, forward-looking assessment of
prospective losses and revenues--a stress test--for the 19 largest U.S. banks. Using TARP
funds, the Treasury established the Capital Assistance Program (CAP) to provide any
needed capital.
Let me summarize the mechanics of the stress tests. First, in February 2009, each
of the SCAP banks was asked to perform a capital-adequacy stress test under two
economic scenarios--baseline and more adverse--using specified assumptions for gross
domestic product (GDP) growth, unemployment, and house prices. The baseline scenario
reflected the consensus expectation among professional forecasters on the depth and
duration of the recession. The more adverse scenario was designed to be severe but
plausible, with a probability of roughly 10 to 15 percent that each of the macroeconomic
variables could be worse than specified. The banks were asked to provide projections of
losses and revenues under the two scenarios. Losses were to be projected over a two-year

-3horizon for at least 12 separate categories of loans and a few other asset classes, using
year-end 2008 financial statement data as a starting point. To guide the banks,
supervisors provided indicative loss-rate ranges for the system as a whole, derived from
both analysis of historical loss experience at large banks and quantitative models relating
loan performance to macroeconomic variables. Banks were informed that loss estimates
below the indicative range would be closely scrutinized.
Second, the supervisory teams evaluated the banks’ estimates to identify
methodological weaknesses, missing information, overly optimistic assumptions, and
other problems. Examiners had detailed conversations with bank managers, which led to
numerous modifications of the banks’ submissions. Supervisors then made judgmental
adjustments to the banks’ loss and revenue estimates based on sensitivity analyses
performed by the firms, comparative analysis across the firms, and the supervisors’ own
judgments.
Third, the supervisors supplemented these judgmental assessments with objective,
model-based estimates for losses and revenues that could be applied on a consistent basis
across firms. Each participating institution was asked to supply, in a standardized format,
detailed information that supervisors could use to estimate losses and revenues, such as
details about loan characteristics. These data allowed supervisors to make consistent
estimates using independently constructed models. Finally, supervisors systematically
incorporated all of these inputs into loss, revenue, and reserve estimates for each
institution. These estimates were combined with information on existing reserves and
capital to project capital buffers that the banks would need under the two scenarios.

-4As you know, unlike other countries that conducted stress exercises, we took the
highly unusual step of publicly reporting the findings of the SCAP, including the capital
needs and loss estimates for each of the 19 banks.2 This departure from the standard
practice of keeping examination information confidential was based on the belief that
greater transparency of the process and findings would help restore confidence in U.S.
banks at a time of great uncertainty. Supervisors released the methodology and
assumptions underlying the stress test first and then, two weeks later, the results for
individual institutions. The results showed that under the more adverse scenario, 10 of
the 19 SCAP banks would need to raise a total of $75 billion in capital in order to have
the capital buffers that were targeted under the SCAP--Tier 1 capital in excess of
6 percent of risk-weighted assets and Tier 1 Common capital in excess of 4 percent of
risk-weighted assets at the end of the two-year horizon.
The merits of publicly releasing firm-specific SCAP results were much debated
within the Federal Reserve. In particular, some feared that weaker banks might be
significantly harmed by the disclosures. In the end, though, market participants
vindicated our decision. They appeared to be reassured for three reasons. First, the
results were deemed credible by most market participants, owing in part to the release of
details about our assumptions and methods, as well as the variation in assessment of the
banks. Second, the results were released at a time when uncertainty about bank
conditions was very high, and some market participants feared the worst. That is,
perceptions of tail risk were very high, and the SCAP results helped reassure market
participants that under a severe but plausible scenario, the capital needs of the largest
2

Board of Governors of the Federal Reserve System (2009), “Federal Reserve, OCC, and FDIC Release
Results of the Supervisory Capital Assessment Program,” press release, May 7,
www.federalreserve.gov/newsevents/press/bcreg/20090507a.htm.

-5U.S. banks were manageable. Third, the Treasury stood ready to make capital available
to any SCAP bank with capital needs through the CAP if they were unable to raise
private capital.
In retrospect, it is clear that the public release of the SCAP results played an
important role in stabilizing the financial system, as has our supervisory follow-up on
improving capital levels. By November 2009, the 10 banks that required additional
capital had increased their Tier 1 Common equity by more than $77 billion, primarily by
issuing new common equity, converting existing preferred equity to common equity, and
selling businesses or portfolios of assets. None of the SCAP banks received CAP funds.3
Many observers initially criticized the stress tests as overly optimistic. On the one
hand, they noted that GDP growth was weaker and unemployment higher in 2009 than
projected in the more adverse scenario. On the other hand, house prices did not fall as
much as assumed under the more adverse scenario. As of the end of 2009, actual losses
at the 19 banks were less than one-half of the two-year loss estimates under the more
adverse SCAP scenario, and actual revenues were more than one-half of the two-year
revenue estimates. Nevertheless, there is wide variation across the firms, and it is too
soon to tell whether firms will perform better over the full two years than the SCAP
estimates.
The Lessons of the SCAP
As I suggested at the outset of my remarks, I doubt that anything as ambitious as
the SCAP would have been tried--at least as soon as it was--but for the exigencies of the
financial crisis. Yet the approach we took in the SCAP was informed by discussions that

3

GMAC did receive a capital injection from the Treasury through the TARP’s Automotive Industry
Financing Program.

-6had been taking place among supervisors and academics for some time. Not surprisingly,
against the backdrop of the crisis, the SCAP experience elaborated and confirmed
principles that had been advocated internally by some supervisors, but that had not been
broadly incorporated into the practice of regulatory agencies.
First, whether conducted by banks or supervisors, stress tests must consider
severe but plausible scenarios, including low probability events with potentially highly
adverse effects. In the period leading up to the crisis--characterized by strong profits,
excess liquidity, and low credit losses--too many banks and regulators were skeptical of
the possibility of a rapid and severe deterioration such as ultimately occurred in the U.S.
housing, mortgage, and short-term funding markets. If the crisis taught us anything, it is
that we must test to the tail, not to the mode. A related point is that a stress test will be
most useful if applied to the full range of credit and trading exposures.
Second, good management-information systems are critical to the ability of firms
to manage their risks. Assessing risk exposures across an entire organization is essential
to understanding the potential effect of correlated risk exposures that may reside in
distinct business lines as well as different legal entities and regulatory jurisdictions. Yet
during the SCAP, many of the banks were unable to quickly and consistently consolidate
risk exposures across products, business lines, legal entities, and geographies. It does
little good to run a stress test, even one using a sophisticated quantitative model, if it does
not effectively capture all relevant exposures because the bank’s information systems are
poorly managed or integrated.
Third, the SCAP highlighted the importance of having multiple inputs into the
risk-assessment process. It was critical to have, and use, the best available data. But it

-7was equally important not to become a slave to any one model or method of estimating
losses. It was precisely the combination of rigorous, data-driven analyses and considered
judgment that made the stress test successful. The interactive and iterative nature of the
process helped refine each method of assessment.
Fourth, the SCAP underscored the importance of both horizontal and
macroprudential perspectives in supervising banking organizations. During the SCAP,
simultaneous, consistent, and comparative cross-firm assessments allowed a broader
analysis of risks, easier identification of outliers, and better evaluation of individual firm
estimates. Because SCAP banks held the majority of U.S. banking assets, it also allowed
for a better understanding of interrelationships and systemic risks.
Turning now to how the SCAP experience has informed our supervisory policies,
I think its effects are best understood in the overall context of the reforms motivated by
the financial crisis. Like regulators around the world, we are developing and
implementing improvements in capital and other prudential rules. The Congress is
considering legislative proposals to enhance market discipline through such means as a
special resolution mechanism for large financial firms and to affect the structure of the
financial services industry through such measures as the Volcker rule and limitations on
acquisitions by systemically important firms. These three modes of reform--rules, market
discipline, and structural measures--must be complemented by more-effective
supervisory oversight, particularly of the largest, most complex financial institutions. To
this end, the Federal Reserve is now implementing a more closely coordinated
supervisory system in which a cross-firm, horizontal perspective is an organizing
supervisory principle. We will concentrate on all activities within the holding companies

-8that can create risk to the firm and the financial system, not just those that increase risk
for insured depository institutions.
An essential component of this new system will be a quantitative surveillance
mechanism for large, complex financial organizations that will combine a more
macroprudential, multidisciplinary approach with the horizontal perspective.
Quantitative surveillance will use supervisory information, firm-specific data analysis,
and market-based indicators to identify developing strains and imbalances that may affect
multiple institutions, as well as emerging risks to specific firms. Periodic forwardlooking scenario analyses will enhance our understanding of the potential effects of
adverse changes in the operating environment on individual firms and on the system as a
whole.
In fact, I believe that the most useful steps toward creating a practical,
macroprudential supervisory perspective will be those that connect the firm-specific
information and insight gained from traditional microprudential supervision to analysis of
systemwide developments and emerging stresses. Here, precisely, is where our SCAP
experience has helped lead the way.
The Question of Transparency
One important element of the SCAP that has not yet been incorporated into our
ongoing supervisory plans is the public disclosure of stress test information. I think this
issue deserves consideration. As I recently testified, access to higher-quality and moretimely information about financial products, firms, and markets is necessary for effective

-9supervision.4 Making data public--to the degree consistent with protecting firm-specific
proprietary information--would have additional benefits. In the specific context of
greater transparency in supervisory stress tests, I see at least two.
First, the release of details about assumptions, methods, and conclusions would
expose the supervisory approach to greater outside scrutiny and discussion. Sometimes
those discussions will help us improve our assumptions or methodology. At other times
disclosure might reassure investors about the quality of the tests. Either way, the public’s
reaction to our assumptions and methods would be useful.
Second, because loan portfolios are inherently difficult to value without a great
deal of detailed information, increased transparency could be an important addition to the
information available to investors and counterparties of the largest institutions. If, as I
believe, progress on the too-big-to-fail problem is integral to an effective reform of
financial regulation, we must enhance market discipline. The market discipline made
possible by such means as special resolution mechanisms and contingent capital will be
most effective if market participants have adequate information with which to make
informed judgments about the banks.
There are, to be sure, countervailing concerns. In more normal economic times,
when market participants are not fearing the worst and when banks do not have access to
government capital injections as a backstop, the revelation that some major banks may
have capital needs under a stress scenario might be unnecessarily destabilizing. This

4

Daniel K. Tarullo (2010), “Equipping Financial Regulators with the Tools Necessary to Monitor Systemic
Risk,” statement before the Subcommittee on Security and International Trade and Finance, Committee on
Banking, Housing, and Urban Affairs, U.S. Senate, February 12,
www.federalreserve.gov/newsevents/testimony/tarullo20100212a.htm.

- 10 possibility would be increased if market participants attached undue weight to specific
capital or loss numbers released by the government.
In practical terms, there are several ways we might increase transparency. One, of
course, would be to follow the SCAP precedent, with periodic release of detailed
information about the assumptions, methods, and results of a cross-firm, horizontal,
forward-looking exercise, including firm-specific outcomes. This approach would
probably maximize both the potential benefits and potential risks. Note, however, that
the possibility of a destabilizing market reaction may be lower if such information is
released frequently, as major unpleasant surprises would be less likely with frequent,
detailed disclosures. Of course, significant changes in the economic environment might
still lead to unpleasant surprises when the results are released.5
A second option would be to provide details about the assumptions and methods
supervisors employed in the stress tests but withhold public release of results for
individual banks. This practice could be coupled with a requirement for more systematic,
timely, and consistent disclosure by the largest banks of information on material
firmwide risk positions and exposures, funding and liquidity profiles, operating
performance, and other measures. Like the first approach, this option would have the
benefit of opening supervisors’ methods to discussion. By increasing the disclosure of
banks’ risk exposures, this approach would also enhance market discipline, as market
participants could make their own forward-looking assessments of banks’ conditions.
However, some benefit would be lost, since the information from individual banks would
not have been standardized or verified by regulators. Concomitantly, while the risk of an

5

In addition, it would be important to assure that the routine release of selected supervisory information did
not undermine our ability to maintain the confidentiality of other supervisory information.

- 11 overreaction to the release of information would still exist, there would be no single
number on which market participants could focus.
A third possibility would be to have supervisors release aggregate results of their
horizontal, forward-looking assessments, along with details about their assumptions and
methods, without requiring additional disclosure by firms. This approach could still
confer considerable benefits by providing information to the public about the overall
condition of the banking system as well as about supervisory methods. It has, in fact,
been applied by Japan’s Financial Services Agency (FSA), which conducted a special
bank inspection in 2002 and 2003, when Japanese banks were still recovering from a
crisis. The FSA publicly released aggregate results showing the differences between the
banks’ and the FSA’s assessments of loan quality, which showed that the FSA’s
assessments were more stringent than the banks’. Many of the major banks subsequently
increased their loan loss reserves, and the inspections appeared to increase confidence in
the banking system. Of course, the informational benefit to market participants could be
substantially diluted if they are unable to distinguish the conditions of individual firms as
reflected in the aggregate numbers.
Conclusion
To conclude, you should now have a sense of the degree to which our experience
with SCAP experience has informed changes in our supervision of large institutions as
part of the broader enterprise of regulatory reform. As to the issue of stress test
transparency, I look forward to hearing how others assess the merits of the alternative
approaches I have described and, of course, any new ideas.