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May 19-23 , 2014
Miami
Fatos KOC
Head of Department
Turkish Treasury
The 28th Annual ICGFM International Conference
PFM Innovations
Modernizing Debt Sustainability Analysis
Framework for Better Policy Assessments:
Notes from Turkish Experience
Outline
 Debt Sustainability Analysis
 Purpose
 Dynamics
 Methodology
 Practice in Turkish Treasury
 Scenario analyses and stress tests
 Conventional Accounting Approach (CAA)
 Debt Indicators Module (DIM)
 Turkish Debt Simulation Model (TDSM)
 Reporting and Publishing
 Final Remarks
2
3
Debt Sustainability Analysis
Debt Sustainability Analysis
Purpose
 The primary goal of debt sustainability analysis (DSA) is
 to estimate the future path of debt stock and
 to test the course of debt level under adverse shock scenarios
 A country that looks solvent at present may not be so in the
future -and vice versa-
 DSA outcomes are important for
 fiscal policy makers
 the financial market players
Debt Sustainability Analysis
Main Dynamics
Real
Interest
Rate
Reel
Exchange
Rate
Real
Growth
Primary
Surplus
Public Debt
Sustainability
Interrelation of public debt with exchange rates, interest rates,
primary surplus, real growth and budget dynamics
Debt Sustainability Analysis
Main Dynamics
 A stress test framework for public debt management
should ideally
 consider possible risks arising from contingent liabilities
 have a robust structure to cover tail risks and interdependence
among shocks.
 Include forward looking scenarios
 These features are traditionally important for EMs, after
global financial crisis crucial for all countries
Debt Sustainability Analysis
Methodology
 In literature, there are different methods for conducting
DSA, among which “Accounting Approach (AA)” is the
most widely used
 AA concentrates on public debt to national income
ratio and provides valuable information for assessing
debt burden in an economy
Debt Sustainability Analysis
Methodology - Accounting Approach
 The equation presents the relationship between
“Debt/GDP" ratio (b), primary surplus (ps), interest (r)
expenditures and economic growth rate (g) and forms
the basis for accounting approach
 If the primary surplus to GDP ratio equals to zero, the
debt ratio will grow (or fall) at a rate equal to difference
between the interest rate and the growth rate.
tt
t
t
t psb
g
r
b −
+
+
= −1
)1(
)1(
Debt Sustainability Analysis
Methodology - Accounting Approach
 AA is a useful method
 easily-implemented and useful for showing the effect of
medium-term budget policy
 estimates primary surplus need for stabilizing debt ratio under
given interest rate and the growth rate assumptions
(Cuddington, 1997)
 However,
 does not contain any information about maturity and interest
rate structure of debt stock and inadequate in terms of
determining sustainable debt strategy
 cannot capture tail risks as the variables are handled in a
deterministic process
10
Practice in Turkish Treasury
Practice in Turkish Treasury
Scenario analyses and stress tests are performed through
 Conventional Accounting Approach (CAA) on the debt
accumulation
 Enhanced Models of DSA:
 Debt Indicators Module (DIM): Spread sheet model that
 relies on scenario analyses where
 certain macro-economic or market scenarios are created
 Base scenario(s)
 Risk scenario(s)
 by means of expert judgment, market analysis etc.
 Turkish Debt Simulation Model (TDSM): Stochastic simulation
model for tail risks
Practice in Turkish Treasury:
Conventional Accounting Approach (CAA)
 Simple equation of conventional accounting approach was
converted into its below form
 This new form of the equation
 distinguishes the currency structure of debt by applying change in real
exchange rate (∆rer) foreign currency interest rate (r ) onto the
estimation
 Incorporates privatization revenues as a debt reducing item
 However, it does not contain any information about maturity and
interest rate structure of debt stock
( ) ( )
( ) tt
f
t
t
f
td
t
t
t
t pripsbrer
g
r
b
g
r
b −−∆





+
+
+





+
+
= −− 11 *
1
1
)1(
1
Practice in Turkish Treasury:
Sensitivity of Gross Public Debt to Shocks based on CAA
2001 2012
Change in real exchange rate app/dep
by 5 percentage points
+ / - 2.2 points + / - 0.5 points
Change in TRY interest rate by*
10 percent + / - 2.0 points + / - 0.2 points
25 percent + / - 5.0 Points + / - 0.5 points
Change in GDP growth rate by
2 percentage points
+ / - 1.5 points + / - 0.7 points
Change in Primary Surplus/GDP ratio
by 1 percentage point
+ / - 1.0 points + / - 1.0 points
(*) Reflects percent change in TRY interest rate in succeeding years.
Note: The effects of scenarios on “Gross Public Debt Stock/GDP” ratio (as defined by ESA standards) measured by
deviations from baseline scenarios based on end-2001 and end-2012 stock realizations.
Source: Undersecretariat of Treasury
Practice in Turkish Treasury
14
 Altough the new form of the equation is useful for testing the
sensitivity of the current state of the debt stock, it has major
shortcomings such that
 Can not produce precise future estimations since it does not take
current structure of debt into account
 Would miss key risk sources for debt sustainability
 Composition of the debt stock plays critical roles not only for estimating the
future path of debt, but also for measuring vulnerabilities properly
 Also, major impact of policy changes in a forward looking analysis needs to
be analyzed in a comprehensive framework
Practice in Turkish Treasury:
Debt Indicators Module (DIM)
 DIM is an Excel based tool which contains monthly data for “debt
redemptions”, “non-borrowing sources” and “borrowing
composition”
 Based on this comprehensive data set, DIM
 recognizes interest, maturity and currency composition of current stock on
monthly basis
 produces debt stock projections for 5 years horizon period
 calculates various debt and risk management indicators
 enables us to distribute total financing requirement among instrument types
However, it does not take tail risks into account
Practice in Turkish Treasury:
Scenario Analyses based on DIM
Source: Undersecretariat of Treasury,PEP 2014-2016
35.0
33.0
31.0
30.0
31.1
31.8
31.3
34.3
35.4
28
32
36
40
44
2010 2011 2012 2013 2014 2015 2016
(%)
Baseline Scenario Exchange Rate Shock (10%)
Growth Shock (2 points) Interest Rate Shock (500 bp)
Combined Shock Combined Shock + One Time PB Shock (1% of GDP)
 We try to cover all potential uncertainty side of a financial time series
 In addition to normal distribution scenarios, stochastic environment is
enriched with fat tails, asymmetric errors, yield curve shifting scenarios
 Forward-looking scenarios can be generated based on
 Medium-Term Program (MTP) Targets
 Central Bank Inflation Targets
 Market expectations
 Implied option volatilities
 Forward rates
Practice in Turkish Treasury:
Turkish Debt Simulation Model (TDSM)
Distribution of Debt Stock Projections (Illustrative Result)
18 Treasury
2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
20
30
40
50
60
70
80
90
BorçStoku/GSMH(%)Stock/GDP
Practice in Turkish Treasury:
Assessment of Tail Risk based on TDSM
 Mid-office runs the DSA and Sensitivity analysis on a
regular basis and report the results to the top
management → Monthly Risk Bulletins
 Besides that, results are shared with the public
through the Treasury’s web site and publications
→ Presentation on Debt Indicators
→ Public Debt Management Report
→ Medium Term Economic Program
Practice in Turkish Treasury:
Reporting and Publishing
20
Final Remarks
Final Remarks
21
 Taking debt structure into account in a DSA framework makes a
significant difference both in estimating future path of debt and
analyzing vulnerability of debt stock
 Although CAA is simple tool providing important information
especially about the direction of the debt burden, it has major
shortcomings
 Enhanced tools like DIM and TDSM make it possible to estimate the
future path of debt properly and test the baseline under various
scenarios at the expense of collecting and analyzing composite data
sets.
Final Remarks
22
 Better risk assessment of public debt requires improvement in DSA,
specifically:
 Interest rate, currency and maturity structure of debt stock
 Risks arising not only from direct liabilities but also from contingent
liabilities
 Tail risks
 Interdependence among shocks
should be taken into account.
 Sharing the methodology and the results of these analyses with
public in accordance with the transparency principles could be
another aspect to be focused
23
www.treasury.gov.tr

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Modernizing Debt Sustainability Analysis: Notes from Turkish Experience

  • 1. 1 May 19-23 , 2014 Miami Fatos KOC Head of Department Turkish Treasury The 28th Annual ICGFM International Conference PFM Innovations Modernizing Debt Sustainability Analysis Framework for Better Policy Assessments: Notes from Turkish Experience
  • 2. Outline  Debt Sustainability Analysis  Purpose  Dynamics  Methodology  Practice in Turkish Treasury  Scenario analyses and stress tests  Conventional Accounting Approach (CAA)  Debt Indicators Module (DIM)  Turkish Debt Simulation Model (TDSM)  Reporting and Publishing  Final Remarks 2
  • 4. Debt Sustainability Analysis Purpose  The primary goal of debt sustainability analysis (DSA) is  to estimate the future path of debt stock and  to test the course of debt level under adverse shock scenarios  A country that looks solvent at present may not be so in the future -and vice versa-  DSA outcomes are important for  fiscal policy makers  the financial market players
  • 5. Debt Sustainability Analysis Main Dynamics Real Interest Rate Reel Exchange Rate Real Growth Primary Surplus Public Debt Sustainability Interrelation of public debt with exchange rates, interest rates, primary surplus, real growth and budget dynamics
  • 6. Debt Sustainability Analysis Main Dynamics  A stress test framework for public debt management should ideally  consider possible risks arising from contingent liabilities  have a robust structure to cover tail risks and interdependence among shocks.  Include forward looking scenarios  These features are traditionally important for EMs, after global financial crisis crucial for all countries
  • 7. Debt Sustainability Analysis Methodology  In literature, there are different methods for conducting DSA, among which “Accounting Approach (AA)” is the most widely used  AA concentrates on public debt to national income ratio and provides valuable information for assessing debt burden in an economy
  • 8. Debt Sustainability Analysis Methodology - Accounting Approach  The equation presents the relationship between “Debt/GDP" ratio (b), primary surplus (ps), interest (r) expenditures and economic growth rate (g) and forms the basis for accounting approach  If the primary surplus to GDP ratio equals to zero, the debt ratio will grow (or fall) at a rate equal to difference between the interest rate and the growth rate. tt t t t psb g r b − + + = −1 )1( )1(
  • 9. Debt Sustainability Analysis Methodology - Accounting Approach  AA is a useful method  easily-implemented and useful for showing the effect of medium-term budget policy  estimates primary surplus need for stabilizing debt ratio under given interest rate and the growth rate assumptions (Cuddington, 1997)  However,  does not contain any information about maturity and interest rate structure of debt stock and inadequate in terms of determining sustainable debt strategy  cannot capture tail risks as the variables are handled in a deterministic process
  • 11. Practice in Turkish Treasury Scenario analyses and stress tests are performed through  Conventional Accounting Approach (CAA) on the debt accumulation  Enhanced Models of DSA:  Debt Indicators Module (DIM): Spread sheet model that  relies on scenario analyses where  certain macro-economic or market scenarios are created  Base scenario(s)  Risk scenario(s)  by means of expert judgment, market analysis etc.  Turkish Debt Simulation Model (TDSM): Stochastic simulation model for tail risks
  • 12. Practice in Turkish Treasury: Conventional Accounting Approach (CAA)  Simple equation of conventional accounting approach was converted into its below form  This new form of the equation  distinguishes the currency structure of debt by applying change in real exchange rate (∆rer) foreign currency interest rate (r ) onto the estimation  Incorporates privatization revenues as a debt reducing item  However, it does not contain any information about maturity and interest rate structure of debt stock ( ) ( ) ( ) tt f t t f td t t t t pripsbrer g r b g r b −−∆      + + +      + + = −− 11 * 1 1 )1( 1
  • 13. Practice in Turkish Treasury: Sensitivity of Gross Public Debt to Shocks based on CAA 2001 2012 Change in real exchange rate app/dep by 5 percentage points + / - 2.2 points + / - 0.5 points Change in TRY interest rate by* 10 percent + / - 2.0 points + / - 0.2 points 25 percent + / - 5.0 Points + / - 0.5 points Change in GDP growth rate by 2 percentage points + / - 1.5 points + / - 0.7 points Change in Primary Surplus/GDP ratio by 1 percentage point + / - 1.0 points + / - 1.0 points (*) Reflects percent change in TRY interest rate in succeeding years. Note: The effects of scenarios on “Gross Public Debt Stock/GDP” ratio (as defined by ESA standards) measured by deviations from baseline scenarios based on end-2001 and end-2012 stock realizations. Source: Undersecretariat of Treasury
  • 14. Practice in Turkish Treasury 14  Altough the new form of the equation is useful for testing the sensitivity of the current state of the debt stock, it has major shortcomings such that  Can not produce precise future estimations since it does not take current structure of debt into account  Would miss key risk sources for debt sustainability  Composition of the debt stock plays critical roles not only for estimating the future path of debt, but also for measuring vulnerabilities properly  Also, major impact of policy changes in a forward looking analysis needs to be analyzed in a comprehensive framework
  • 15. Practice in Turkish Treasury: Debt Indicators Module (DIM)  DIM is an Excel based tool which contains monthly data for “debt redemptions”, “non-borrowing sources” and “borrowing composition”  Based on this comprehensive data set, DIM  recognizes interest, maturity and currency composition of current stock on monthly basis  produces debt stock projections for 5 years horizon period  calculates various debt and risk management indicators  enables us to distribute total financing requirement among instrument types However, it does not take tail risks into account
  • 16. Practice in Turkish Treasury: Scenario Analyses based on DIM Source: Undersecretariat of Treasury,PEP 2014-2016 35.0 33.0 31.0 30.0 31.1 31.8 31.3 34.3 35.4 28 32 36 40 44 2010 2011 2012 2013 2014 2015 2016 (%) Baseline Scenario Exchange Rate Shock (10%) Growth Shock (2 points) Interest Rate Shock (500 bp) Combined Shock Combined Shock + One Time PB Shock (1% of GDP)
  • 17.  We try to cover all potential uncertainty side of a financial time series  In addition to normal distribution scenarios, stochastic environment is enriched with fat tails, asymmetric errors, yield curve shifting scenarios  Forward-looking scenarios can be generated based on  Medium-Term Program (MTP) Targets  Central Bank Inflation Targets  Market expectations  Implied option volatilities  Forward rates Practice in Turkish Treasury: Turkish Debt Simulation Model (TDSM)
  • 18. Distribution of Debt Stock Projections (Illustrative Result) 18 Treasury 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 20 30 40 50 60 70 80 90 BorçStoku/GSMH(%)Stock/GDP Practice in Turkish Treasury: Assessment of Tail Risk based on TDSM
  • 19.  Mid-office runs the DSA and Sensitivity analysis on a regular basis and report the results to the top management → Monthly Risk Bulletins  Besides that, results are shared with the public through the Treasury’s web site and publications → Presentation on Debt Indicators → Public Debt Management Report → Medium Term Economic Program Practice in Turkish Treasury: Reporting and Publishing
  • 21. Final Remarks 21  Taking debt structure into account in a DSA framework makes a significant difference both in estimating future path of debt and analyzing vulnerability of debt stock  Although CAA is simple tool providing important information especially about the direction of the debt burden, it has major shortcomings  Enhanced tools like DIM and TDSM make it possible to estimate the future path of debt properly and test the baseline under various scenarios at the expense of collecting and analyzing composite data sets.
  • 22. Final Remarks 22  Better risk assessment of public debt requires improvement in DSA, specifically:  Interest rate, currency and maturity structure of debt stock  Risks arising not only from direct liabilities but also from contingent liabilities  Tail risks  Interdependence among shocks should be taken into account.  Sharing the methodology and the results of these analyses with public in accordance with the transparency principles could be another aspect to be focused