credit risk (3)
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Banking Lecture 8 – Credit risk
Magda PečenáInstitute of Economic Studies, Faculty of Social Science,
Charles University in Prague, Czech Republic
November 21, 2012
Slide 2
Contents
1. Credit risk – definition
2. Basic debt instruments
3. Macro assessment of credit risk, esp. CR
4. Credit registers
5. Assessment of credit risk, country risk
6. Micro assessment of credit risk - loan granting process
7. Loan pricing
Slide 3
Credit risk - definition
Credit risk• risk to the bank of losses resulting from the
failure of a counterparty to meet its obligations in accordance with the terms of a contract under which the bank has become a creditor of the counterparty (CNB),
Credit risk represents 50–70% of all banking risks.
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Credit risk
Total Assets Total Liabilities
Assets non-sensitive tocredit risk (tangible andintangible assets, cashdeposited at the centralbank etc.)
Equity
Assets sensitive to creditrisk (granted loans,investments in bonds,equity etc.)
Liabilities
Loans - Non-standard contracts difficult to transfer to third parties
Securities (Tradable securities) - Standard contract easy to transfer to third parties
Credit risk measurement
Credit rating
Credit scoring
PD (probability of default)
NPL (non-performing loans)
LGD
Models (combining all of this)
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Credit risk Corporate defaults 1970-2008
Source: Moody’s
Slide 7
Credit risk Annual Speculative-Grade Default Rates, 1920-2008
Source: Moody’s
Slide 8
Credit risk Average Annual Upgrade-to-Downgrade Ratios, 1970-2008
Source: Moody’s
Slide 9
Contents
1. Credit risk – definition
2. Basic debt instruments
3. Macro assessment of credit risk, esp. CR
4. Credit registers
5. Assessment of credit risk, country risk
6. Micro assessment of credit risk - loan granting process
7. Loan pricing
Slide 10
Credit risk – Basic debt instruments
A simple loan
Fixed-payment loan contract
Coupon bond
Discount bond (or zero-coupon bond)
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Credit risk – Basic credit/debt types
Corporate financing (corporate loans, securities)
Retail financing (retail loans, loans to households = individuals + trades)
Consumer credits
Mortgages
Etc.
Government and public financing
Loans to financial institutions
Project financing and other structured financing (of corporate or public projects)
Etc.
Slide 12
Contents
1. Credit risk – definition
2. Basic debt instruments
3. Macro assessment of credit risk, esp. CR
4. Credit registers
5. Assessment of credit risk, country risk
6. Micro assessment of credit risk - loan granting process
7. Loan pricing
Slide 13
Credit risk – credit growth, euro area
Slide 14
Credit risk – loan portfolio in the Czech Republic
Source: www.cnb.cz, Financial Market Supervision Report, 2008, 2011
Slide 15
Credit risk – Loan portfolio structure, CR
Source: Financial market supervision report, 2011
Slide 16
Credit risk – credit growth, CR
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Credit risk – Retail financing in CR
Source: Financial market supervision report, 2008, 2011
Loans to individuals by time and type:
Total housing loans represent 76% of all loans provided to individuals.
Out of these 85 % are mortgages (2011), the portion of morgages is slightly incerasing.
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Credit risk – Measurement of credit risk (CNB)
Provisions for client loans assessed individually.
Source: www.cnb.cz, Decree of CNB No. 123/2007 Coll. as amended by Decree of CNB No. 282/2008 Coll.
CategoryArrears
(overdue)Probability of
PaymentUnderlying Financial
Position
CNB Required
Provision (%)
Provision permitted by
Tax Authority (%)
Standard < 31 days No Doubts No debts restructured in the last 2 years
0 0
Watch 30-90 days Expected No Debt rescheduled in the last 6 months
1 0
Sub-standard
90-180 days Partial Payment Expected
20 1
Doubtful 180-360 days
Full repayment very unlikely, partial possible
50 10
Loss >360 days Highly unlikely A receivable from a debtor in composition proceedings, debtor has declared bankruptcy
100 20
Watch loans – until December 2004 the loan loss provision for watch loans amounted 5 %.
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Credit risk – Measurement of credit risk (CNB)
DefaultA debtor is in default at the moment when it is probable that he will not repay his obligations in a proper
and timely manner, or when at least one repayment of principal is more than 90 days past due.
substandard, doubtful and loss loans – „loans in default“ or non-performing loans
Source: www.cnb.cz, Decree of CNB No. 123/2007 Coll. as amended by Decree of CNB No. 282/2008 Coll.
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Credit risk – Measurement of credit risk (CNB)
Since 2005, banks have been able to use the portfolio-based approach (statistically based) to calculate provisions (allowances) for certain loan types (particularly in the retail banking segment).
(Provisions (allowances) assessed on portfolio basis increased dramatically in course of 2007 (in 2006 they represent 2 % of total allowances and in 2007 14,5 % of total allowances)), also due to the fact that more receivables are assessed on the portfolio basis, but slightly declined in course of 2008.
……allowances for individually assessed loans are increasing since 2008
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Credit risk – Loan portfolio quality (1992 – 2005)
1992* 1993* 1995 1999 2001 2003 2005
Total gross credits (CZK bn) 585 702 961 914 944 950 1.185
Watch (%) na 2.4 6.3 9.8 8 6.8 6.8
Substandard (%) na 7 4.2 4.2 3.4 2 1.5
Doubtful (%) na 6.7 4.5 4.1 3.1 0.7 0.6
Loss (%) na 5.6 21.3 12.8 7.6 2.5 1.8
Total Problem Loans (%) 19 21.7 36.3 32.2 22.1 12 10.7
Total Provisions and res.(CZK bn) 90 121 117 104 79 38 29.8
As % of All Problem Loans 81 79 33 36 38 33 23.3
As % of Loss Loans na 307 57 86 110 162 138
Provision Gap (CZK bn)** 21 31.7 232 187 131 76 98
As % of Equity na 33 151 151 87 111 142
As % of Operating Profit na 79 773 na. 348
Loss Loan Provision Gap (CZK bn)*** na -81.2 88 17 -7 -14.6 -8.3
As % of Equity na na 57 14 -5 -21.4 -11.8
As % of Operating Profit na na 293 na. -35
As a % of GDP
All Problem Loans (%) 14 18 28 15 10 6,7 6.8
Loss Loans (%) na 5 16 6 3 1.3 1.1 * 1992 and 1993 loan classifications reported according to definitions in use before July 1994 CNB provision** Provision Gap (unweighted) = Total Problem Loans – Provisions and Reserves,*** Loss Loan Provision Gap = Loss Loans – TOTAL Provisions (for all categories of loans)
Source: Merrill Lynch (1997) p.21 for 1992–5, World Bank 1999, CNB Banking Supervision Report (2005), authors
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Credit risk – Loan portfolio quality (2006 – 2011)
Source: Financial market supervision report, 2008, 2011
Slide 23
Credit risk – Loan portfolio quality
Source: Financial market supervision report, 2008, 2011
Total value of the sector´s balance sheet – CZK 4 476 billions
Slide 24
Contents
1. Credit risk – definition
2. Basic debt instruments
3. Macro assessment of credit risk, esp. CR
4. Credit registers
5. Assessment of credit risk, country risk
6. Micro assessment of credit risk - loan granting process
7. Loan pricing
Slide 25
Credit registers
Banking sector – significant exposure to risk due to high information assymetry (moral hazard and adverse selection)
One of the way to reduce credit risk is to improve the information background of banks – to share information - with the help of registers of credits
Slide 26
Credit registers
Source: Financial market supervision report, 2007
Central Register of Credits (CRC) - pools information on the credit commitments of individual entrepreneurs and legal entities, in operations since 2002 (created and operated by CNB)
Banking Register of Client Information - specialises in natural persons, private citizens and sole traders, operated by the Czech Banking Credit Bureau, a.s., founded by commercial banks
SOLUS (Association for the Protection of Leasing and Loans to Consumers)
Non-Banking Register of Client Information (NBRKI)
Slide 27
Contents
1. Credit risk – definition
2. Basic debt instruments
3. Macro assessment of credit risk, esp. CR
4. Credit registers
5. Assessment of credit risk, country risk
6. Micro assessment of credit risk - loan granting process
7. Loan pricing
Slide 28
Credit risk management models
,
Credit risk assessment
Scoring
Altman Z-score
Rating
Credit risk models
Credit Monitor Model (KMV Moody´s)
Credit Margin Models
CreditMetrics (based on VaR methodology)
RAROC
Slide 29
Credit risk assessment - Scoring
Scoring (scoring models, scoring functions)
used for the credit assessment of small companies or individuals
credit risk of individuals is assessed using more or less simple scoring function with independent variables such as income, age, number of children etc. Scoring functions are used for products like consumer credit or mortgage.
Credit risk of small companies is (usually) based on scoring function with financial ratios ad independent variables
scoring does not look at qualitative issues, as it would be inefficient (large number of credits with relatively low nominal value).
Slide 30
Credit risk assessment - Rating
Rating (more qualitative issues included)
Rating agencies – Moody´s, Standard & Poor´s, FITCH
Short-term rating (for debt instruments with a maturity less than one year)
Moody’s Standard & Poor’s
Prime-1 A-1Prime-2 A-2Prime-3 A-3
BNot Prime C
D
Investment grade
Speculative grade
Note: It is worthwhile to recall that there is a big jump between a rating of BB– and BBB+. It is a small difference in rating, but as it divides the rating scale between investment and speculative grade, it receives special attention from the investor community.
Long-term rating (maturity of more than 1 year)
Standard & Poor´s (AAA, AA, A, BBB, BB…..D), or with + - refinements
Moody´s (Aaa, Aa, ….Baa, Ba, ….)
Credit risk of the countries - Sovereign risk
Source: www.cnb.cz, Financial Stability Report 2011/2012
What would you say about local currency rating ?
Slide 32
Credit risk Lessons from the past crisesSweden & Japan
Source: FITCH
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Credit risk Credit ratings = assessment of credit riskSovereign ratings 2005-Q2 2009
Source: FITCH
Slide 34
Credit risk Sovereign ratings reflected in 5-year CDS spreads...
Source: FITCH/Thompson Datastream
Slide 35
Credit risk Sovereign ratings - average ratings in emerging markets as of 28 October 2009
Source: FITCH
Slide 36
Credit risk Deteriorating bank ratings
Source: FITCH
Slide 37
Contents
1. Credit risk – definition
2. Basic debt instruments
3. Macro assessment of credit risk, esp. CR
4. Credit registers
5. Assessment of credit risk, country risk
6. Micro assessment of credit risk - loan granting process
7. Loan pricing
Slide 38
Loan granting process
General level –
Credit strategy (approved by Board of Directors)
Organizational issues (departments involved in credit process)
Internal norms
Credit limits
Credit risk management
Controlling and audit
Slide 39
Loan granting process
Individual loan level –
Loan/client acquisition
Loan/client valuation
Collateral valuation
Credit approval
Loan/client monitoring
Loan/client classification and provisioning
(Work-out)
Slide 40
Contents
1. Credit risk – definition
2. Basic debt instruments
3. Macro assessment of credit risk, esp. CR
4. Credit registers
5. Assessment of credit risk, country risk
6. Micro assessment of credit risk - loan granting process
7. Loan pricing
Slide 41
Loan princing
,
Traditional approach (Cost-plus-profit approach)
RAROC (Risk-adjusted return on capital (risk adjusted profitability measure where the volatility of losses is taken into account)
Slide 42
Sources