Financial Soundness

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    Financial Soundness Indicators

    Paul J.van SluijsPaul J.van Sluijs

    World BankWorld BankNairobi, May 15Nairobi, May 15 17, 200617, 2006

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    Overview

    What is financial system stability?

    What are financial soundness indicators?

    Practical issue: Choosing FSI peer groups

    Risks assessed with FSIs

    Links between FSIs

    Links between FSIs and other surveillance tools Financial stability review: example ECB

    Key challenges in using FSIs

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    What is financial system stability?

    Financial system stability:

    Principal components* of the system are jointly capable ofabsorbing adverse disturbances

    Financial system facilitates a smooth and efficient reallocationof financial resources from savers to investors

    Financial risks are priced and assessed reasonably adequate

    Risks are efficiently managed

    * financial institutions, markets and infrastructure

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    What is financial system stability?

    Tools a.o:

    Macro prudential surveillance

    Financial stability indicators

    Stress testing

    Supervision and surveillance

    Analysis of macro-financial linkages

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    Overview

    What is financial system stability?

    What are financial soundness indicators?

    Practical issue: Choosing FSI peer groups

    Risks assessed with FSIs

    Links between FSIs

    Links between FSIs and other surveillance tools Financial stability review: example ECB

    Key challenges in using FSIs

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    FSIs are indicators used to

    Monitor thesoundness of a financial system

    Assesssystemic risk

    FSIs aggregate micro-prudential indicators used by

    supervisors to assess soundness of a financial institution

    FSIs include indicators representing markets in which

    institutions operate

    FSIs can detect risks to the financial system as a whole that

    might be missed by micro-prudential indicators

    Macro-prudential indicators: FSIs + other indicators (mainly

    macro economic)

    What are FSIs?

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    What are FSIs?

    Basic surveillance data used to construct FSIsBasic surveillance data used to construct FSIs

    Balance sheets & income statements of differentBalance sheets & income statements of different

    banksbanks

    Information on ownership structure of financialInformation on ownership structure of financial

    institutionsinstitutions

    Information on interlinkages among banksInformation on interlinkages among banks

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    What are FSIs?

    Users of FSIs:

    Central banks: monitor risk to monetary policy from

    financial stability Supervisors: assess risks to individual banks from

    financial stability

    Private sector: assess risks to investments from

    financial stability IMF: member surveillance (e.g. Art IV and FSAP) and

    global surveillance

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    What are FSIs?

    How FSIs are used

    FSAPs

    Identify main financial sector vulnerabilities

    Assess capacity of the system to absorb

    losses

    Target assessments and baseline for stress

    testing

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    What are FSIs?

    How FSIs are used (continued)

    Ongoing financial sector surveillance

    Monitor imbalances as balance sheets evolve

    Complement monitoring of financial and

    macroeconomic developments

    Track evolution of financial system

    vulnerabilities identified in an FSAP

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    FSIs for non-financial

    sector Macroeconomic

    conditions and shocks

    FSIs monitoringvulnerabilities

    FSIs of capacity to

    absorb losses

    Institutional factors

    Macro conditions

    Debt sustainability

    Macro policies

    Cost of capital

    External shocks

    Macro-prudential analysis using FSIs

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    What are FSIs?Two types ofFSIs

    Core FSIs

    FSIs essential to banking sector

    Cover only the banking sector due to its central role in financial stability

    Can be compiled by many countries with existing data

    Encouraged FSIs

    Additional banking indicators

    Data on other financial institutions and markets relevant to assess financial stability(non bank f.i., corporate sector, real estate sector, markets)

    May require additional analytic work FSAPs show corporate FSIs most important

    Other indicators based on surveillance needs

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    What are FSIs?Core FSIsCore FSIs

    Capital adequacyCapital adequacy

    Regulatory capital/rw assetsRegulatory capital/rw assetsRegulatory tier I capital/rw assetsRegulatory tier I capital/rw assets

    Asset qualityAsset quality

    Non perf. loans/total gross loansNon perf. loans/total gross loans

    Non perf. loans net of provisions/capitalNon perf. loans net of provisions/capital

    Sectoral distribution of loans/total loansSectoral distribution of loans/total loans

    Large exposures/capitalLarge exposures/capital

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    What are FSIs? Earnings and profitability

    ROA, ROE

    Interest margin/gross incomeNon-interest expenses/gross income

    Liquidity

    Liquid assets/total assets

    Liquid assets/short term liabilities

    Sensitivity to market risk maturity mismatch: duration assets vs. liabilities

    FX net open position/capital

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    What are FSIs?Encouraged FSIsEncouraged FSIs

    Other banking sector FSIsOther banking sector FSIs

    Capital/total assetsCapital/total assets

    Geographical distribution of loans/total loansGeographical distribution of loans/total loans

    Gross asset position in fin. derivatives/capitalGross asset position in fin. derivatives/capital

    Trading income/total incomeTrading income/total income

    Personnel expenses/non interest expensesPersonnel expenses/non interest expenses

    Spread lending and deposit rateSpread lending and deposit rate

    Spread highest and lowest interbank rateSpread highest and lowest interbank rate

    Customer deposits/total loansCustomer deposits/total loans Fx loans/total loansFx loans/total loans

    Fx liabilities/total liabilitiesFx liabilities/total liabilities

    Net open position equities/capitalNet open position equities/capital

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    What are FSIs? Securities market liquiditySecurities market liquidity

    Average bidAverage bid--ask spreadask spread

    Average daily turnoverAverage daily turnover

    Non bank financial institutionsNon bank financial institutions

    Assets/financial system assetsAssets/financial system assets

    Assets/GDPAssets/GDP

    Corporate sectorCorporate sector

    Total debt/equityTotal debt/equity

    Return on equityReturn on equity

    Earnings/interest and principal expensesEarnings/interest and principal expenses

    Corporate net fx exposure/equityCorporate net fx exposure/equity

    Number of applications for protection from creditorsNumber of applications for protection from creditors

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    What are FSIs?

    HouseholdsHouseholds

    Household debt/GDPHousehold debt/GDP

    Debt service and principal payments/incomeDebt service and principal payments/income

    Real estate marketsReal estate markets

    Real estate pricesReal estate prices

    Residential loans/total loansResidential loans/total loans

    Commercial loans/total loansCommercial loans/total loans

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    What are with FSIs?What to do with FSIsWhat to do with FSIs

    Trends over time Build-up of vulnerabilities

    Comparison with peer groups of countries

    Caution concerning cross-country comparability

    Disaggregation within countries

    Identify specific source of vulnerability

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    What are FSIs?Selecting FSIs

    FSIs that need to be monitored depends on a countrys

    financial structureSystemic importance of insurance or securities firms

    Size and intermediation role of foreign & state banks

    In most countries core FSIs are needed

    Provides a common set of FSIs across countries

    Core and encouraged FSIs will evolve over time to

    reflect surveillance priorities

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    Availability ofFSIs

    Individual bank data usually availablee.g. from supervisors

    Quality of data can be good if Based on supervisory reporting requirements

    Cross-border operations consolidated to capture risks abroad

    Cross-country comparability of data is poor

    Few countries compile and disseminate FSIs Not sure about data to use and interpretation Confidentialityalthough aggregation protects it

    What are FSIs?

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    Data limitationsData limitations Ways to address themWays to address them

    Available data gives poorAvailable data gives poor

    coverage of some risks (e.g assetcoverage of some risks (e.g asset

    quality, contagion risk)quality, contagion risk)

    Complement FSIs with otherComplement FSIs with other

    information (from stress tests &information (from stress tests &

    CPs and codes & standardsCPs and codes & standards

    assessments)assessments)

    Inconsistent data definitions andInconsistent data definitions and

    reporting across countriesreporting across countries

    Use FSAPs, TA andUse FSAPs, TA and CompilationCompilation

    GuideGuide to improve datato improve data

    comparabilitycomparability

    Strategies to address data limitations

    What are FSIs?

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    Overview

    What is financial system stability?

    What are financial soundness indicators?

    Practical issue: Choosing FSI peer groups

    Risks assessed with FSIs

    Links between FSIs

    Links between FSIs and other surveillance tools Financial stability review: example ECB

    Key challenges in using FSIs

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    FSIs and peer groups

    Peer groups: based on features relevant toPeer groups: based on features relevant to

    financial stability, including whether:financial stability, including whether:

    Domestic or foreign is lender of last resort/paysDomestic or foreign is lender of last resort/pays

    for closing insolvent banksfor closing insolvent banks

    Government guarantee, e.g. state banksGovernment guarantee, e.g. state banks

    Banks play key payments or intermediation roleBanks play key payments or intermediation role

    Financial strength of foreign parent banksFinancial strength of foreign parent banks

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    FSIs and peer groupsExample of possible FSI per groupsExample of possible FSI per groups

    Grouping by different form of risk to financial systemGrouping by different form of risk to financial system

    Domestically controlled banksDomestically controlled banks State owned banksState owned banks

    Large banksLarge banks

    Complex groupsComplex groups

    Foreign owned banksForeign owned banks Subsidiaries and branches of large global banksSubsidiaries and branches of large global banks

    Subsidiaries and branches of smaller foreign banks

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    Overview

    What is financial system stability?

    What are financial soundness indicators?

    Practical issue: Choosing FSI peer groups

    Risks assessed with FSIs

    Links between FSIs

    Links between FSIs and other surveillance tools Financial stability review: example ECB

    Key challenges in using FSIs

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    Risks assessed with FSIs

    PrudentialPrudential

    ratiosratios

    Regulatory andRegulatory and

    supervisory frameworksupervisory framework

    IndividualIndividual

    institutionsinstitutions

    Peer groupsPeer groups BankingBanking

    systemsystem

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    Risks assessed with FSIs

    Capital adequacy FSIs

    Indicate capacity to absorb losses

    Definition and quality vary across countries Tier 1 capital (equity) provides most protection

    Tier 2 capital (e.g. Tier 1 + subordinated debt, unrealisedcapital gains) give less protection to creditors

    Valuation problems can cause overestimation of capital

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    FSIs monitoring asset quality

    NPLs/Loans: an imperfect measure

    May differ from banks ex-ante internal assessment

    Tend to be a lagging indicator

    {NPLs - provisions}/capital

    Indicates additional provisions that may need to be taken

    Risks assessed with FSIs

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    FSIs monitoring asset quality

    Loan concentration by sector/total loans

    Indicates a possible vulnerability when banking sector as a whole has aconcentrated exposure to a sector

    However,

    Nominal values of exposures do not reflect variations in asset quality

    Asset quality reflects probabilities of default or downgradei.e. highly

    dependent on asset credit rating Credit Value-at-Risk models needed to translate nominal exposures into

    credit risk equivalents

    Risks assessed with FSIs

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    Banking sector earnings and profitability FSIs:

    From reporting/calculate:

    Return on equity and assets

    Interest margin

    Level of non interest expenses

    Risks assessed with FSIs

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    Banking sector liquidity FSIs

    Liquidity is a key source of systemic risk

    Liquidity ratio (liquid assets/total assets)

    Assesses the balance sheet shrinkage the system can absorb before sellingassets at fire sale prices

    Liquid assets/short term liabilities

    Assesses potential scale of bank run & assets available to cover loss

    Risks assessed with FSIs

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    Market riskFSIs

    Limitations of existing measures

    Probabilities of movements in exchanges rates & interest rates ignored

    No allowance for correlation effects among balance sheet items

    Value-at-Riskmeasures help to overcome these limitations

    Key-rate duration overcomes problems with maturity bucket approach

    VaR provides a comprehensive measure of exposure to all sources ofmarket risk undernormalmarket conditions

    However,

    Stress tests needed to assess market risk in abnormalmarket environments

    Risks assessed with FSIs

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    Other FSIs for the banking sector

    Net open position in foreign exchange

    Indicates potential loss from exchange rate change

    Measure from 1996 amendment to Basel Accord Should incorporate futures and forward hedges

    For more complex derivatives use stress testing

    Duration to measure maturity mismatch

    Limitation: duration is technically hard to compute

    Partial solution: approximate using maturity bucket data collected bysupervisors

    Risks assessed with FSIs

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    FSIs for the non-bank financial sector

    An early warning indicator of potential banking sector problems

    Corporate sector FSIs Corporate leverage & return on equity indicates risk of

    default

    Detect indirect credit risk arising from shocks to the corporatesector (e.g. FX shock raises default risk)

    Real estate sector FSIs

    Real estate price FSI may detect potential bubble in the realestate market that has contributed to many banking crises

    Risks assessed with FSIs

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    FSIs for Insurance Capital adequacyCapital adequacy

    Additional focus on liability risk (function ofAdditional focus on liability risk (function of

    social and demographic development)social and demographic development) Asset qualityAsset quality

    Duration match assets/liabilitiesDuration match assets/liabilities

    ReinsuranceReinsurance

    Earnings and ProfitabilityEarnings and Profitability LiquidityLiquidity

    Sensitivity to Market RiskSensitivity to Market Risk

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    FSIs for securities marketsMarket liquidity Bid-ask spread

    Average daily turnover

    Indicates liquidity of markets in which bank assets are traded Indicate banks capacity to obtain liquidity by liquidating

    assets Limitation: monitors current conditions but does not indicate

    robustness of liquidity in a crisis

    Solution: additional information on market micro-structure

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    FSIs for corporate sector Debt-to-equity ratio (Leverage)

    Ability to withstand shock, repayment capacity

    Return on equity

    Profitability Important to look at trend over time (leading indicator of

    distress)

    Liquidity

    short-term assets relative to short-term liabilities

    Important to have sectoral decomposition

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    FSIs for household sector

    Household debt to GDPHousehold debt to GDP

    Household debt burden to incomeHousehold debt burden to income

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    Overview What is financial system stability?

    What are financial soundness indicators?

    Practical issue: Choosing FSI peer groups

    Risks assessed with FSIs

    Links between FSIs

    Links between FSIs and other surveillance tools Financial stability review: example ECB

    Key challenges in using FSIs

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    Non-financial sector FSIsEstimate credit links of impact

    of corporate FSIs on assetsquality FSIs

    FSIs of financial

    sector vulnerabilities

    Accounting links show how afall in asset quality reduces

    capital ratiosFSIs of financial

    sector capital

    adequacy

    Links between FSIs

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    Links between asset quality FSIs & capital adequacy

    Linkages vary by county depending on

    Provisioning and loan classification rules

    Definition of capital

    These are analysed for each country to assess the impact ofasset quality FSI on capital ratio

    Use info on rules & definitions from BCP assessments andcountry sources

    Links between FSIs

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    Links between asset quality & corporate leverage

    Objectives of the analysis

    Identify risks to banking sector from credit linkagesHelp anticipate deterioration in asset quality

    Currently, in-depth empirical analysis for each country is used to assess links

    (i.e. on FSAPs)

    Multi-country analysis using panel database can be used to estimate relationshipfor a country

    Links between FSIs

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    Overview What is financial system stability?

    What are financial soundness indicators?

    Practical issue: Choosing FSI peer groups

    Risks assessed with FSIs

    Links between FSIs

    Links between FSIs and other surveillance tools

    Financial stability review: example ECB

    Key challenges in using FSIs

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    FSIs & stress testsFSIs are the baseline for stress test shocks

    Stress test shock applied to bank balance sheets & aggregatedso

    is bottom-up

    Output of stress test is on capital ratio FSI

    Stress test impact reflected in FSIs and so helps benchmark linksbetween FSIs

    Links between FSIs and other

    surveillance tools

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    Linking FSIs & core principles assessments

    Indicates how effectively banks & supervisors respond to risksrevealed by FSIs

    Assesses how compliance with criteria reduces specific risk

    monitored by an FSI

    Analysis shows where improving compliance reduces risks to financialstability

    FSIs helps focus assessments on gaps in compliance posing a risk to

    financial stability

    Links between FSIs and other

    surveillance tools

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    Complementing FSIs with financial infrastructure assessments

    Robustness of financial infrastructure revealed by codes &

    standards assessments helps assess

    Bank capacity to access liquidity under stress

    Robustness of market liquidity under stress

    This aspect of liquidity risk not well captured as FSIs onlymeasure current liquidity conditions

    Links between FSIs and other

    surveillance tools

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    Overview What is financial system stability?

    What are financial soundness indicators?

    Practical issue: Choosing FSI peer groups

    Risks assessed with FSIs

    Links between FSIs

    Links between FSIs and other surveillance tools

    Financial stability review: example ECB

    Key challenges in using FSIs

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    Financial Stability review: ECB Overview overall risks to financial stability

    Risks from global financial imbalances

    Risks in global capital markets

    Exposures to euro area non-financial sector

    Performance of the euro area banking sector

    Performance of the euro area insurance sector

    Overall assessment

    Analysis macro-financial environment

    External

    Euro area

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    Financial stability review: ECB Euro area financial system

    Financial markets

    Banking sector Other financial institutions

    Financial systems infrastructure

    Payment systems

    Securities clearings and settlement systems

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    Financial stability review: ECB

    Data in charts and in statistical annex

    Banking sector

    Non-bank financial sector

    Markets

    Large value payments (TARGET)

    www.ecb.int

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    Overview What is financial system stability?

    What are financial soundness indicators?

    Practical issue: Choosing FSI peer groups

    Risks assessed with FSIs

    Links between FSIs

    Links between FSIs and other surveillance tools

    Financial stability review: example ECB

    Key challenges in using FSIs

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    Assessing the level of risk associated an FSI value

    (Benchmarking)

    Detecting vulnerabilities at an early stage

    Identifying appropriate peer groups for which to compile FSIs

    Improving data quality and comparability

    Key challenges in using FSIs

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    Key challenges in using FSIsFurther work to be done

    Development of

    definitional guidelines for indicators (compilation

    guide) indicators for non-bank financial sector

    indicators for households and real estate sectors

    Analytical tools and stress testing

    Benchmarks Data availability corporate sector