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Monetary Policy Response to Foreign Aid in an Estimated 
DSGEModel of Malawi 
Dr Chance Mwabutwa 
Prof Nicola Viegi 
Prof Manoel Bittencourt 
9th October 2014 
2014-10-14 1
Outline 
Background 
Literature Review 
Methodology 
Estimated Model 
Monetary policy responses 
Conclusion 
2014-10-14 2
Background 
 Foreign Aid in Malawi 
40% of resources to run the national budget (Malawi Govt., 
2006) 
Research related to aid inflows in Malawi - fiscal impact 
(Fagernas & Schurich, 2004; Lea & Hanmer, 2009) 
Limited studies on the monetary policy responses to aid 
2014-10-14 3
Some Key Macroeconomic Indicators 
Pre aid increase-average Aid increase-average Difference 
2004-2006 2007-2009 
Official exchange rate (MK/US$, period avaerage - change) 11.79 1.25 
REER index (2005-100) - change -4.65 3.48 
Treasury bill rate (%) 24.08 11.91 
Terms of trade -4.65 3.97 
Export (% of GDP) 23.88 28.57 
Of which tobacco 9.75 11.85 
Import (% of GDP) 47.5 45.31 
Of which oil 4.67 4.81 
Net aid inflows (% of GDP-Fiscal) 13.75 16.49 2.74 
Net aid inflows (% of GDP-BoP) 12.89 17.18 4.3 
Budget support (% of GDP) 3.25 3.42 0.17 
Current account balance (excluding grants - % of GDP) -18.28 -18.32 -0.04 
Change in reserves (increase -) -1.11 0.55 1.66 
Tax revenue (% of GDP 16.05 18.19 2.14 
Domestic revenue (% of GDP) 17.94 20.6 2.66 
Public Spending excl. interest payment (% of GDP) 23.57 28.48 4.91 
Overall fiscal balance excl. grants (% of GDP) -5.63 -7.88 -2.25 
Source: IMF country reports, World Bank Economic Indicators and RBM Financial and Economic reports: Note: Change in reserves (increase -) is 
calculated as changes in the official reserves as a percent of GDP and a minus sign indicates that the official reserves increased during that period. 
2014-10-14 4
Literature Review 
Implications of large aid increases (Buffie et al. (2004); Adam et al. 
(2009); Hanseen & Heady, 2009) 
 Short-run macroeconomic management in small economies, 
appreciation detrimental to export sector 
Mixed Evidence 
 Aid inflows associated with appreciation (Elbadawi, 1999; Adam & 
O’Connell, 2004; Berg et al., 2010; Fielding and Gilbson, 2012) 
 aid inflows associated with depreciation (Nyoni, 1998; Sackel, 2001; 
Berg at al., 2010) 
Aid Management (Gupta et al., 2005; Adam et al. 2007; Hussain et 
al., 2009) 
 Govt. immediately sell foreign exchange to RBM. Counter part funds 
used to purchase domestic goods. Spending. 
 RBM conduct sterilisation through securitisation of foreign exchange 
(or accumulate foreign reserves): Absorption.
Literature Review 
 Aid in-kind (drugs, food) and purchases imports directly, spending and 
absorption equal, hence no immediate macroeconomic consequences. 
 Aid used to purchase domestic goods (build up international reserves) 
have immediate macroeconomic impacts: e.g. on price levels, 
exchange rate, and interest rate (Gupta et al., 2005). 
 Spending and absorption decisions between government and RBM 
brings about macroeconomic imbalances. 
Malawi Situation (using Hussain et al., 2009 methodology) 
 Spending: widening in the government fiscal deficit excluding aid 
responding to foreign aid increment. 88% of the increased aid was 
spent. 
 Absorption: widening in current account deficit excluding aid 
responding to foreign aid increment. 0.9% of the increased aid was 
absorbed. 
 Aid was spent but absorption was limited
Key Research Questions 
 Does Malawi spend or absorb aid inflows? 
 How do authorities respond under different monetary policy 
rules (Taylor rule, incomplete sterilization and money targeting)? 
2014-10-14 7
Methodology 
 Used a DSGE model and its features are: 
• Small open economy – Traded and Non-Traded sector 
• Households, Firms, Government and Reserve Bank 
 Why DSGE model: 
• Aid management-interaction of various players, 
• Less susceptible to Lucas critique and suitable for policy 
analysis (Teo, 2009).
Methodology cont.… 
 The DSGE model was estimated using Bayesian approach which 
depends on specifications of priors (beliefs) - Smets and Waters 
(2007); Peiris and Saxegaard (2007) and DeJong et al. (2000) 
 Before estimations, derived the solutions of the structural model 
represented as a log- linear approximation around its steady 
states (Berg at al., (2010) as in Gali et al., (2007)) 
 Apart from structural shock on aid, incorporated invariant shocks 
as in Ireland (2004) 
 Some parameters were calibrated and others were estimated 
2014-10-14 9
Examples of interactions in the model 
 Internal Balance 
푠 푡 = −푧푤푤 푡 − 푧푐푐푡 − 푧퐴퐴 푡 − 푧휋휋 푡 − 푧푑 
푑 푡−1 + 푧푏 
푐 − 
푏 푡−1 
푧푢푢 푡 
where: z퐴 = 훾휑푔푘퐴 
Z 
↑ initial aid spent 훾 leads to appreciation of exchange rate 푠 푡 
↓ initial aid spent훾 leads to depreciation of exchange rate 푠 푡 
 External Balance 
푠 푡 = 푥푤푤 푡 + 푥푐푐푡 + 푥푑 
푑 푡−1 − 푥푓 
푓 푡 − 1 
훽푓푡−1 − 푥퐴퐴 푡 − 
푥푅푅 푡−1 − 푥푏 
푐 where: 푥퐴 = 푘퐴 휔− 1−휑푔 훾 
푏 푡−1 
ℋ 
↑ rate of reserve accumulation 휔 leads to appreciation 푠 푡 
↓ rate of reserve accumulation 휔 leads to depreciation 푠 푡 
2014-10-14 10
Findings from estimated model 
Monetary authorities reacted to aid inflows in Malawi 
Results same as in Uganda (Berg et al., 2010) but different from 
Mozambique (Peiris & Saxegaard, 2007) 
Some estimated structural parameters 
2014-10-14 11
Findings based on monetary policy responses 
 Aid is associated with depreciation of exchange rate – no 
“Dutch Disease” threat 
 Impacts much smaller under money targeting (Taylor rule and 
incomplete sterilisation) 
 Performs better under full optimisation, opening capital 
account, minimal control over prices 
2014-10-14 12
Baseline Response: Aid Spent and Absorbed 
Figure 3: Response to Aid Shock - Aid Fully Spent and Fully Absorbed 
5 10 15 20 
10 
5 
0 
-3 Consumption 
5 
0 
-5 
-3 Inflation 
0 
-0.005 
-0.01 
0.01 
0.005 
0 
-0.005 
5 10 15 20 
-3 Output 
2014-10-14 13 
0.1 
0.08 
0.06 
0.04 
0.02 
0 
Aid 
5 10 15 20 
-5 
x 10 
5 10 15 20 
0.06 
0.04 
0.02 
0 
-0.02 
Spending 
5 10 15 20 
-10 
x 10 
5 10 15 20 
-0.01 
Interest Rate 
-0.015 
Exchange Rate 
5 10 15 20 
6 
4 
2 
0 
-2 
-4 
-6 
x 10 
Taylor Reule 
Incomplete Sterilisation 
Money Targeting
Response: Spent and Not Absorbed 
Figure 4: Response to Aid Shock - Aid Fully Spent and Not Absorbed 
5 10 15 20 
0.01 
0.005 
0 
-0.005 
20 
15 
10 
5 
0 
-3 Inflation 
15 
10 
5 
0 
20 
15 
10 
5 
0 
-3 Exchange Rate 
-3 Interest Rate 
2014-10-14 14 
0.2 
0.15 
0.1 
0.05 
0 
Aid 
5 10 15 20 
-0.01 
Consumption 
5 10 15 20 
0.06 
0.04 
0.02 
0 
-0.02 
Spending 
5 10 15 20 
-5 
x 10 
5 10 15 20 
-5 
x 10 
5 10 15 20 
-5 
x 10 
5 10 15 20 
0.03 
0.02 
0.01 
0 
-0.01 
Output 
Taylor Reule 
Incomplete Sterilisation 
Money Targeting
Conclusion 
 Key results and policy implications 
Monetary authorities reacted to aid inflows in Malawi 
Increased aid flows induced depreciation contributing to inflation 
pressures 
Impacts much smaller under money targeting (Taylor rule and 
incomplete sterilisation) 
 Further research 
Impact of aid on real sector (investment) 
Heterogeneity of aid (project and budget support) 
Impacts of other flows (FDI, remittances, commodity prices) 
Using the model to estimate the fiscal multipliers to be used in 
revenue and expenditure management. 
2014-10-14 15
Limitations 
 Quality of data - use of interpolated quarterly data may have 
implications on the dynamics of time series data. 
 The choice of priors in the Bayesian methods in the DSGE model 
reflective of Malawian economy. 
2014-10-14 16
Thank You Very Much 
Zikomo Kwambiri 
2014-10-14 17

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Monetary Policy Response to Foreign Aid in an Estimated DSGE Model of Malawi, by Chance Mwabutwa

  • 1. Monetary Policy Response to Foreign Aid in an Estimated DSGEModel of Malawi Dr Chance Mwabutwa Prof Nicola Viegi Prof Manoel Bittencourt 9th October 2014 2014-10-14 1
  • 2. Outline Background Literature Review Methodology Estimated Model Monetary policy responses Conclusion 2014-10-14 2
  • 3. Background  Foreign Aid in Malawi 40% of resources to run the national budget (Malawi Govt., 2006) Research related to aid inflows in Malawi - fiscal impact (Fagernas & Schurich, 2004; Lea & Hanmer, 2009) Limited studies on the monetary policy responses to aid 2014-10-14 3
  • 4. Some Key Macroeconomic Indicators Pre aid increase-average Aid increase-average Difference 2004-2006 2007-2009 Official exchange rate (MK/US$, period avaerage - change) 11.79 1.25 REER index (2005-100) - change -4.65 3.48 Treasury bill rate (%) 24.08 11.91 Terms of trade -4.65 3.97 Export (% of GDP) 23.88 28.57 Of which tobacco 9.75 11.85 Import (% of GDP) 47.5 45.31 Of which oil 4.67 4.81 Net aid inflows (% of GDP-Fiscal) 13.75 16.49 2.74 Net aid inflows (% of GDP-BoP) 12.89 17.18 4.3 Budget support (% of GDP) 3.25 3.42 0.17 Current account balance (excluding grants - % of GDP) -18.28 -18.32 -0.04 Change in reserves (increase -) -1.11 0.55 1.66 Tax revenue (% of GDP 16.05 18.19 2.14 Domestic revenue (% of GDP) 17.94 20.6 2.66 Public Spending excl. interest payment (% of GDP) 23.57 28.48 4.91 Overall fiscal balance excl. grants (% of GDP) -5.63 -7.88 -2.25 Source: IMF country reports, World Bank Economic Indicators and RBM Financial and Economic reports: Note: Change in reserves (increase -) is calculated as changes in the official reserves as a percent of GDP and a minus sign indicates that the official reserves increased during that period. 2014-10-14 4
  • 5. Literature Review Implications of large aid increases (Buffie et al. (2004); Adam et al. (2009); Hanseen & Heady, 2009)  Short-run macroeconomic management in small economies, appreciation detrimental to export sector Mixed Evidence  Aid inflows associated with appreciation (Elbadawi, 1999; Adam & O’Connell, 2004; Berg et al., 2010; Fielding and Gilbson, 2012)  aid inflows associated with depreciation (Nyoni, 1998; Sackel, 2001; Berg at al., 2010) Aid Management (Gupta et al., 2005; Adam et al. 2007; Hussain et al., 2009)  Govt. immediately sell foreign exchange to RBM. Counter part funds used to purchase domestic goods. Spending.  RBM conduct sterilisation through securitisation of foreign exchange (or accumulate foreign reserves): Absorption.
  • 6. Literature Review  Aid in-kind (drugs, food) and purchases imports directly, spending and absorption equal, hence no immediate macroeconomic consequences.  Aid used to purchase domestic goods (build up international reserves) have immediate macroeconomic impacts: e.g. on price levels, exchange rate, and interest rate (Gupta et al., 2005).  Spending and absorption decisions between government and RBM brings about macroeconomic imbalances. Malawi Situation (using Hussain et al., 2009 methodology)  Spending: widening in the government fiscal deficit excluding aid responding to foreign aid increment. 88% of the increased aid was spent.  Absorption: widening in current account deficit excluding aid responding to foreign aid increment. 0.9% of the increased aid was absorbed.  Aid was spent but absorption was limited
  • 7. Key Research Questions  Does Malawi spend or absorb aid inflows?  How do authorities respond under different monetary policy rules (Taylor rule, incomplete sterilization and money targeting)? 2014-10-14 7
  • 8. Methodology  Used a DSGE model and its features are: • Small open economy – Traded and Non-Traded sector • Households, Firms, Government and Reserve Bank  Why DSGE model: • Aid management-interaction of various players, • Less susceptible to Lucas critique and suitable for policy analysis (Teo, 2009).
  • 9. Methodology cont.…  The DSGE model was estimated using Bayesian approach which depends on specifications of priors (beliefs) - Smets and Waters (2007); Peiris and Saxegaard (2007) and DeJong et al. (2000)  Before estimations, derived the solutions of the structural model represented as a log- linear approximation around its steady states (Berg at al., (2010) as in Gali et al., (2007))  Apart from structural shock on aid, incorporated invariant shocks as in Ireland (2004)  Some parameters were calibrated and others were estimated 2014-10-14 9
  • 10. Examples of interactions in the model  Internal Balance 푠 푡 = −푧푤푤 푡 − 푧푐푐푡 − 푧퐴퐴 푡 − 푧휋휋 푡 − 푧푑 푑 푡−1 + 푧푏 푐 − 푏 푡−1 푧푢푢 푡 where: z퐴 = 훾휑푔푘퐴 Z ↑ initial aid spent 훾 leads to appreciation of exchange rate 푠 푡 ↓ initial aid spent훾 leads to depreciation of exchange rate 푠 푡  External Balance 푠 푡 = 푥푤푤 푡 + 푥푐푐푡 + 푥푑 푑 푡−1 − 푥푓 푓 푡 − 1 훽푓푡−1 − 푥퐴퐴 푡 − 푥푅푅 푡−1 − 푥푏 푐 where: 푥퐴 = 푘퐴 휔− 1−휑푔 훾 푏 푡−1 ℋ ↑ rate of reserve accumulation 휔 leads to appreciation 푠 푡 ↓ rate of reserve accumulation 휔 leads to depreciation 푠 푡 2014-10-14 10
  • 11. Findings from estimated model Monetary authorities reacted to aid inflows in Malawi Results same as in Uganda (Berg et al., 2010) but different from Mozambique (Peiris & Saxegaard, 2007) Some estimated structural parameters 2014-10-14 11
  • 12. Findings based on monetary policy responses  Aid is associated with depreciation of exchange rate – no “Dutch Disease” threat  Impacts much smaller under money targeting (Taylor rule and incomplete sterilisation)  Performs better under full optimisation, opening capital account, minimal control over prices 2014-10-14 12
  • 13. Baseline Response: Aid Spent and Absorbed Figure 3: Response to Aid Shock - Aid Fully Spent and Fully Absorbed 5 10 15 20 10 5 0 -3 Consumption 5 0 -5 -3 Inflation 0 -0.005 -0.01 0.01 0.005 0 -0.005 5 10 15 20 -3 Output 2014-10-14 13 0.1 0.08 0.06 0.04 0.02 0 Aid 5 10 15 20 -5 x 10 5 10 15 20 0.06 0.04 0.02 0 -0.02 Spending 5 10 15 20 -10 x 10 5 10 15 20 -0.01 Interest Rate -0.015 Exchange Rate 5 10 15 20 6 4 2 0 -2 -4 -6 x 10 Taylor Reule Incomplete Sterilisation Money Targeting
  • 14. Response: Spent and Not Absorbed Figure 4: Response to Aid Shock - Aid Fully Spent and Not Absorbed 5 10 15 20 0.01 0.005 0 -0.005 20 15 10 5 0 -3 Inflation 15 10 5 0 20 15 10 5 0 -3 Exchange Rate -3 Interest Rate 2014-10-14 14 0.2 0.15 0.1 0.05 0 Aid 5 10 15 20 -0.01 Consumption 5 10 15 20 0.06 0.04 0.02 0 -0.02 Spending 5 10 15 20 -5 x 10 5 10 15 20 -5 x 10 5 10 15 20 -5 x 10 5 10 15 20 0.03 0.02 0.01 0 -0.01 Output Taylor Reule Incomplete Sterilisation Money Targeting
  • 15. Conclusion  Key results and policy implications Monetary authorities reacted to aid inflows in Malawi Increased aid flows induced depreciation contributing to inflation pressures Impacts much smaller under money targeting (Taylor rule and incomplete sterilisation)  Further research Impact of aid on real sector (investment) Heterogeneity of aid (project and budget support) Impacts of other flows (FDI, remittances, commodity prices) Using the model to estimate the fiscal multipliers to be used in revenue and expenditure management. 2014-10-14 15
  • 16. Limitations  Quality of data - use of interpolated quarterly data may have implications on the dynamics of time series data.  The choice of priors in the Bayesian methods in the DSGE model reflective of Malawian economy. 2014-10-14 16
  • 17. Thank You Very Much Zikomo Kwambiri 2014-10-14 17

Editor's Notes

  1. Background Aid lion share of GDP when compared with private capital flows, oil imports, etc. Decline in tobacco proceeds Withdrawal of aid Decline in foreign exchange Shortage of essentials (fuel imports and drugs)
  2. Augment the DSGE model with flexibility of the vector autoregressive (AR) time series (Ireland, 2004) Many shocks to address issues of stochastic singularity Enable to capture movements in the actual data that cannot be explained by the theory.
  3. Augment the DSGE model with flexibility of the vector autoregressive (AR) time series (Ireland, 2004) Many shocks to address issues of stochastic singularity Enable to capture movements in the actual data that cannot be explained by the theory.
  4. Augment the DSGE model with flexibility of the vector autoregressive (AR) time series (Ireland, 2004) Many shocks to address issues of stochastic singularity Enable to capture movements in the actual data that cannot be explained by the theory.
  5. Augment the DSGE model with flexibility of the vector autoregressive (AR) time series (Ireland, 2004) Many shocks to address issues of stochastic singularity Enable to capture movements in the actual data that cannot be explained by the theory.
  6. Augment the DSGE model with flexibility of the vector autoregressive (AR) time series (Ireland, 2004) Many shocks to address issues of stochastic singularity Enable to capture movements in the actual data that cannot be explained by the theory.
  7. Increased aid leads to increased expenditure Demand in non-traded sector increases leads to inflation pressures Exchange rate appreciates, hence reallocation from traded to non-traded Consumption expands for a given output Money targeting, minimal effects on exchange rate and other variables Interest rate increase when consumption growth increases The lagged short term interest rate enters with coefficient of one
  8. Larger supply of local currency pushing prices of foreign exchange – depreciation Non-mopping of accumulated liquidity leads to increases in money supply and hence inflation The effects are higher under incomplete sterilisation because of accumulation of reserves but with high depreciation, large output and spike in inflation. The impact is smaller under money targeting because inflation remains fixed by the presence of the lagged interest rate in the policy rule. However, money targeting is not superior because fixing the role of lagged interest rate is not specific to money targeting but it is a general property of optimal rule; Money targeting is subject to the instability and volatility of money demand.
  9. Augment the DSGE model with flexibility of the vector autoregressive (AR) time series (Ireland, 2004) Many shocks to address issues of stochastic singularity Enable to capture movements in the actual data that cannot be explained by the theory.