Research into Macroprudential Policy
Submitting Institution
Brunel UniversityUnit of Assessment
Economics and EconometricsSummary Impact Type
EconomicResearch Subject Area(s)
Economics: Applied Economics, Econometrics
Commerce, Management, Tourism and Services: Banking, Finance and Investment
Summary of the impact
Work on financial stability from 2002 to 2008 by Davis (Brunel 2000 to
date), Barrell, (NIESR to
2011, Brunel from 2011) and Karim (Brunel staff from 2007) led in 2008 to
the Financial Services
Authority commissioning a report on the optimal regulation of bank capital
and liquidity. The
objective was to establish the optimal percentage increase in capital and
liquidity ratios that would
reduce the probability of financial crises to acceptable levels. It produced
a recommendation that
capital should be increased by 4 per cent, and this result was adopted by
the G10 Central Bank
Governors and the Bank for International Settlements in Basel as the core
basis for changes in
regulation.
Underpinning research
Following a 2002 European Commission project on Basel II, Barrell and
Davis (in Barrell et al 2006
and elsewhere) focused on the shortcomings of European regulation by
looking at the causes of
crises and their associated costs. Karim's Brunel financed PhD (2008)
outlined three approaches
to Early Warning Systems (EWS) for banking crises, logit, signal
extraction and binomial recursive
tree. Davis and Karim (2008) showed logit was superior in all respects.
However, the variables in
extant EWS were unable to predict the subprime crisis, suggesting EWS need
to be estimated on
subgroups of countries rather than global samples, and with an extended
set of variables. Work by
Davis and Zhu (2011) had several years earlier suggested a link to
commercial property prices,
and lack of data in large samples of countries constrained researchers
from looking for the effects
of capital and liquidity.
By 2008, Barrell, Davis and Karim were established experts in various
aspects of predicting
financial crises and analysing their impacts. At the time this was a
specialist field as many in the
subject felt crises were unlikely to happen. Once the crisis of 2007-8
began to unfold the Financial
Services Authority needed research on the causes and consequences of
crises for the Turner
Report, and they approached this team. Around £200,000 of research money
was obtained without
competition. The ESRC also supplemented the funding (without competition)
by £30,000. The FSA
requested intensive work on optimal bank capital and liquidity for Basel
III. We used the funding to
publish papers in leading journals, and as a foundation for competitively
obtained ESRC funds.
The core of our work demonstrated for the first time that variables that
were under the control of
the regulator affected the incidence of crises, and hence there could be
regulatory policies that
reduced crises incidence. These policies were however not costless. In an
EWS for OECD
countries, we found that bank capital, bank liquidity and house prices,
not used in earlier work,
dominated all the other variables (Barrell et al 2010). In a report for
the FSA (Barrell et al 2009
Occasional Paper 38) we estimated a banking sector model for the UK, with
an impact of capital
and liquidity on spreads between lending and borrowing rates. Using a
production function
approach we showed that costs from widening spreads affect investment and
potential output. The
benefits of increased standards were shown to be reducing the risk of the
long run scarring of the
economy due to higher risk premia after a crisis, which arises in turn
from a lower probability of a
banking crisis. We found a positive net benefit for a 2-6 percentage point
increase in capital and
liquidity ratios. A number of other policy relevant papers followed, for
instance assessing off
balance sheet impact on crisis probabilities using non-interest income
(Barrell et al 2012)
Subsequent follow-up research on crisis prediction and bank behaviour,
including a further ESRC
grant for Karim for work on Emerging Market Countries have further
underpinned the major impact
of our work on the global bank regulatory reform. Barrell and Karim
investigated determinants of
crises in emerging markets, and used the ESRC funded work along with more
OECD work when
they presented work on macroprudential policy and credit at the Bank of
England (Barrell and
Karim 2013), the UN and elsewhere.
References to the research
Barrell R, Davis E P and Pomerantz O (2006), "Costs of financial
instability, household-sector
balance sheets and consumption", Journal of Financial Stability,
Volume 2, Issue 2, June
2006, Pages 194-216 (2 rated journal) http://dx.doi.org/10.1016/j.jfs.2006.05.001
Davis E P and Karim D (2008), "Comparing early warning systems for
banking crises", Journal of
Financial Stability, Volume 4, Issue 2, June 2008, Pages 89-120 (2
rated journal but 32
citations, putting it in the top 1% of papers in economics)
http://dx.doi.org/10.1016/j.jfs.2007.12.004
Barrell, R., Davis, P., Karim, D., Liadze, I., (2010). "Bank regulation,
property prices and early
warning systems for banking crises in OECD countries". Journal of
Banking and Finance (3
rated journal, 18 citations, top 5 per cent) http://dx.doi.org/10.1016/j.jbankfin.2010.02.015
This last paper was funded by a competitively awarded ESRC grant in 2011
for £103,000 for Karim
and Barrell at Brunel to undertake follow-up research Grant No. PTA — 053
- 27 - 0002, entitled
"An Investigation into the Causes of Banking Crises and Early Warning
System Design".
Details of the impact
Impact comes in two forms — where you know that you have it, and where
you are still heavily
involved in the debate with policy makers and the polity. We have impact
in both senses. Our work
on capital and liquidity in the determination of banking crises was
commissioned by policy makers
and used by them. The more capital a banking system has, the less likely
it is to experience a
crisis, and the same is true with liquidity. The idea may have been
obvious to many in the
profession but we were the first to provide good supporting evidence, and
to discuss it at length in
all relevant policy fora. The initial work is still widely referred to by
the IMF (Financial Stability
Report, April 2013) and the Bank of England (Working paper February 2013).
Our more recent
contributions are still under discussion. We have been influencing policy
changes in the area of
controls on credit.
This work is of public interest given the huge costs of the recent
financial crisis, in terms of fiscal
expenditures, lost output and unemployment. The UK authorities have seen
our work at
constituting the leading UK research on bank regulation at a macro level.
In the key policy paper
from the FSA, the Turner Report (FSA 2009a) and its background Discussion
Paper (FSA 2009b),
our work underpins many of the policy recommendations — as they were
designed to do. Some
quotations and web references are provided in Section 5.
A further key impact however was at an international level to the Basel
Committee (2010a and b —
see section 5) which provides an assessment of both the net economic
impact of stronger capital
and liquidity reforms once implementation is complete and the
macroeconomic implications during
the transition to full implementation. There are extensive references to
Barrell et al (2010) in this
work.
The Basel Committee's assessment of the long-term economic impact
highlights the benefits from
increasing the minimum capital and liquidity requirements from their
current levels that exceed the
potential output costs (Barrell et al 2009). The paper also highlights
that length of systemic banking
crises is inversely related to the aggregate level of the two types of
buffers prior to the crisis In its
submission to the same exercise the Bank of Japan not only reference our
work but also use our
data and adopt our methodology for assessing crisis risk.
The Basel Committee's assessment of the macroeconomic transition costs,
prepared in close
collaboration with the IMF, concludes that the transition to stronger
capital and liquidity standards
is likely to have a modest impact on aggregate output (referencing Barrell
et al 2009). The Basel
Committee's proposals for counter cyclical capital buffers have been
critiqued from the standpoint
of our own research in a response to the consultative document. We contend
that the
recommendation to use credit as a guide to countercyclical bank capital
regulations is flawed in the
light of our finding that it is not a useful crisis predictor in OECD
countries. Barrell and Karim (2013)
as well as the original BIS work has been referred to by the Bank of
England on this issue, and
remains the centre of a live debate. Barrell and Karim have been invited
by economists from HM
Treasury to comment in the November 2013 Treasury consultation on the
relevant directive, and a
text has been provided.
Our work has been extensively presented in official fora including at the
European Central Bank
(Barrell 2011, Davis, 2010 and 2012, and Karim 2012), Bank for
International Settlements (Barrell
2010 and 2011) , FSA (various), FMG at LSE (Barrell, 2010, 2012, 2013),
the OECD (Barrell 2010,
2012), HM Treasury (various), Bank of England (Barrell 2010, 2011 and
2012), the Norwegian
Central Bank (Barrell 2011) the Bank of Ireland (Barrell 2012) and the UN
(Barrell 2013). The
European Commission asked the authors to model a toolkit for desk officers
who monitor financial
stability using signal extraction (2010). The three authors also impact on
international regulators
and central bankers via presentations at annual conferences held by
Central Banking Publications.
There have been a number of further spinoffs. In 2011, Davis was asked to
join the IMF's Advisory
Group on Macroprudential Policy and Barrell has joined a group of advisors
to Andy Haldane at the
Bank of England. Karim is invited to present to central bankers at the
Caribbean Centre for Money
and Finance in 2013.
Sources to corroborate the impact
- Letter received from Deputy Director, Banking and Financial Sector
Analysis, HM Treasury
- Letter received from Head of Prudential Policy Division, Financial
Stability, Bank of England
The Turner Report (FSA 2009a http://www.fsa.gov.uk/pubs/other/turner_review.pdf)
commented
that "The quality and quantity of overall capital in the global banking
system should be increased,
resulting in minimum regulatory requirements significantly above existing
Basel rules. The
transition to future rules should be carefully phased given the importance
of maintaining bank
lending in the current macroeconomic climate." Barrell et al (2009)
provided the analysis underlying
this assertion (FSA 2009b http://www.fsa.gov.uk/pubs/occpapers/op38.pdf),
including also the
need to introduce change gradually to avoid credit rationing. The work was
presented by Barrell at
the BIS in Basel in May 2010, and was acknowledged as one of the bases for
the reform of the
global banking system
(1) The (2010a) Basel Committee's assessment of the long-term economic
impact finds that there
are (http://www.bis.org/publ/bcbs173.pdf)"clear
net long term economic benefits from increasing
the minimum capital and liquidity requirements from their current levels
in order to raise the safety
and soundness of the global banking system. The benefits of higher capital
and liquidity
requirements accrue from reducing the probability of financial crisis and
the output losses
associated with such crises. The benefits substantially exceed the
potential output costs for a
range of higher capital and liquidity requirements (as shown in Barrell et
al 2009). The same
Barrell, Davis, Karim, Liadze model is the first in the technical Appendix
"a brief summary of the
crisis prediction/simulation models" as are results for impact of
regulation on crisis probability and
cost. There are at least 27 documents with references to the Barrell,
Davis and Karim work on the
BIS website.
(2) The (2010b) Basel Committee's assessment of the macroeconomic
transition costs, prepared
in close collaboration with the IMF (http://www.bis.org/publ/othp10.pdf)",
concludes that "the
transition to stronger capital and liquidity standards is likely to have a
modest impact on aggregate
output". Barrell et al (2009) was extensively referenced in this work. Our
equation for the consumer
lending wedge was used as an example.
Barrell R, Davis E P, Fic T, Holland D, Kirby S, Liadze I (2009),
"Optimal regulation of bank capital
and liquidity: how to calibrate new international standards, FSA
Occasional Paper No 38
http://www.fsa.gov.uk/pubs/occpapers/op38.pdf
There are number of references to the Barrell, Davis, Karim papers on the
IMF website, for
instance http://www.imf.org/external/np/pp/eng/2013/061013b.pdf
and Global Financial Stability
Report 2012 October http://www.imf.org/external/pubs/ft/gfsr/2012/02/pdf/text.pdf
There are a number of references to these papers on the Bank of England
website, with Barrell
and Karim (2013) above discussed in the first document.
http://www.bankofengland.co.uk/financialstability/Documents/fpc/policystatement130114.PDF