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8/9/2019 Gambia Macro Economic Accounting Model Update 30 July 2010
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An Operational Consistent Macroeconomic Accounting Spreadsheet Model for Gambia-Tarun Das
AN OPERATIONAL CONSISTENT MACROECONOMIC ACCOUNTING
SPREADSHEET MODEL FOR THE GAMBIA - AN UPDATEANALYTICALFRAMEWORK, MODEL STRUCTURE AND SPECIFICATIONS,
DATA BASE, TEST AND CALIBRATION TECHNIQUES,
COMPUTER ALGORITHMSAND BASE LINE PROJECTIONS
TARUN DASMACROECONOMIC ADVISER1
July 2010
Institutional Support Project for Economic and Financial Governance (ISPEFG)Ministry of Finance (MOF)The Republic of Gambia
The Quadrangle, Banjul, the Gambia
1This paper provides an update of the original model developed in February 2009 and updated fromtime to time. The Model has been developed, under the overall guidance of the Honorable PermanentSecretary Mr. Serign Cham, by a research team comprising Tarun Das, Macroeconomic Adviser(ISPEFG), Momodou Taal, Acting Director and Ms. Ceesay Chilel, Economist in the Statistics andSpecial Studies Division, Ministry of Finance; with key inputs from the Central Bank of Gambia(CBG), the Gambian Bureau of Statistics (GBOS) and the Gambian Revenue Authority (GRA).
It is needless to point out that the views expressed in this Paper solely indicate the views of theResearch Team, which need not necessarily imply the views of the MOF, the other budgetaryagencies or the organizations they are associated with.
Any questions and feedback can be addressed to: Tarun Das ([email protected])
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mailto:[email protected]:[email protected]8/9/2019 Gambia Macro Economic Accounting Model Update 30 July 2010
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AN OPERATIONAL CONSISTENT MACROECONOMIC ACCOUNTINGSPREADSHEET MODEL FOR THE GAMBIA- AN UPDATE
ANALYTICALFRAMEWORK, MODEL STRUCTURE AND SPECIFICATIONS,DATA BASE, TEST AND CALIBRATION TECHNIQUES,
COMPUTER ALGORITHMSAND BASE LINE PROJECTIONS
CONTENTS
Contents Pages
1. Analytical framework and model structure 3-8
2. Data base and basic presumptions for the projections 9-14
3. Projection methodology and test and calibration techniques 14-17
4. Summary results 18-26
5. Concluding observations 27-28
Selected references 29
Annex-1: Variables and identities used in the model- descriptions andunits for measurement 30-34
Annex-2: Basic data for the years 2000-2009, Regression Equationsand Projections for the years 2010-2014
35-76
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AN OPERATIONAL CONSISTENT MACROECONOMIC ACCOUNTINGSPREADSHEET MODEL FOR THE GAMBIA- AN UPDATE
ANALYTICALFRAMEWORK, MODEL STRUCTURE AND SPECIFICATIONS,DATA BASE, TEST AND CALIBRATION TECHNIQUES,
COMPUTER ALGORITHMSAND BASE LINE PROJECTIONS
1. Analytical Framework and Model Structure
1.1Objectives and An Overview of the Model
The basic purpose of this exercise is to update an operational macroeconomic model for theGambia, initially developed, tested and calibrated in February 2009, in the consistentmacroeconomic accounting framework, depicting the underlying structure, trends andinterrelations among major macroeconomic variables. Another upgraded Gambian Macro-econometric Model is proposed to be built, tested, calibrated, projected and simulated onEViews7 Software, jointly by the Statistics and Special Studies Division (SSSD) of the
Ministry of Finance (MOF) and the Research Department of the Central Bank of Gambia(CBG), on the basis of more advanced econometric techniques. As compared with the proposed Macro-econometric Model, this is a spreadsheet model calibrated on ExcelSoftware on the basis of simple econometric relations. However, this model satisfies the basicstatistical and econometric tests for such models, and has the following advantages:
(1) The model is based on simple economic concepts viz. trend growth rates and elasticity ofa variable with respect to GDP at current market prices;
(2) It is a spreadsheet model and can be calibrated very easily on Excel Software;(3) The model satisfies the basic econometric tests and calibration techniques.(4) It performs usual projections and simulations for alternative scenarios.
First of all, time series data on major macroeconomic variables for the period 2000-2009have been collected and processed on Excel Workfiles. The descriptions and units ofvariables are presented in Annex-1. The time series data for the years 2000-2009 along withstandard descriptive statistics are given in the Annex-2 of this Report. Then, we have carriedout the KPSS Unit Root tests on EViews7 for all the variables used in our model andobserved that most of the variables are trend stationary within 5 percent level of significance.Therefore, the standard least squares method can be used to fit the regression lines. Then wetest the Granger causality test and observe that the GDP at current market prices grangercauses most of the macroeconomic variables in the government finance, balance of payments,and monetary and financial blocks. Therefore, we can use GDP elasticity for forecasting a
variable provided we get a good fit relating a variable to GDP at current market prices.
Brief Description of the Methodology
Derailed methodology for tests and calibration is discussed in section 3. Here we present abrief introduction to the methodology. First of all, sectoral components of GDP are projectedon the basis of secular growth rates observed in the past. Then, GDP at current market pricesis taken as the leading factor to project major macroeconomic variables in various sub-models, and we estimate the elasticity of a variable with respect to GDP by fitting log-linearfunctions log (Yt) = + log (GDPMPt). We observe that both the exponential time trends andlog-linear functions provide very good fits as judged by R2.The results are indicated in theAnnex-2 of this Report.
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1.2 Analytical Framework and Model Structure
The same analytical framework as described in the Inception Report for the Macro Economic
Model prepared in January 2009 is used for this Macroeconomic Accounting Spreadsheet
Model. The analytical framework is consistent with the basic concepts and interrelations
under the UN System of National Accounts (UN-SNA), and the IMF Government Finance
Statistics (GFS), Balance of Payments (BOP) Statistics and the Monetary-Financial Statistics
(MFS). Thus, the model consists of five inter-related accounts as indicated below:
(i) Real Sector (National Accounts)(ii) Government Sector (Fiscal Account)(iii) External Sector (Balance of Payments Account)(iv) Monetary Sector (Monetary and Financial Account), and(v) External Debt.
The basic structures of these sub-models and their interrelations are depicted in the form of aflow diagram in Box-1.1. The linkages between key aggregates of the national accounts andthe balance of payments flows and government finance statistics can be summarizedalgebraically within a savings/investment framework. Let us use the following symbols,
National Accounts System (NAS)
GDPFC = Real GDP at constant FC = GDPSectorGDPSector = Sector (Agriculture, industry, services) GDP at FCC = private consumption expenditureG = government consumption expenditureI = gross domestic investmentS = gross savingX = exports of goods and (non-factor) servicesM = imports of goods and (non-factor) servicesNFY = net factor income from abroadGDP = gross domestic productGNP = gross national product = GDP + NFYGNDY = gross national disposable income + Net Transfer
On the supply side, overall GDP equals the sum of sectoral value added for different sectorssuch as agriculture, industry and services. In our model, Agriculture has four sub-sectors viz.(a) crops, (b) livestock, (c) forestry and (d) fishing. Industry has also four sub-sectors viz. (a)mining and quarrying, (b) manufacturing, (c) construction and (d) public utilities (comprisingelectricity, gas and water supply). Service has nine sub-sectors viz. (a) wholesale and retailtrade; (b) hotels and restaurants; (c) transport and communications; (d) financial services; (e)real estate and business and professional services; (f) public administration, (g) health, (h)education, and (i) religious, personal and community services. GDP for these sub-sectors are
projected at constant factor cost, constant basic price, constant and current market prices.
The demand side of GDP comprising government consumption, private consumption,investment and inventories, and exports less imports, is not projected in the model due to lack
of data for the modeling period. However, these items can be derived from the model under
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certain assumptions. Gross National Income (GNI) equals GDP plus Net Factor Income fromabroad, while Gross National Disposable Income equals GNI plus Net Transfer.
Balance of Payments (BOP)
CAB = current account balance in the balance of payments = TB + SB + FIB + NCTRT = reserve asset transactionsTB = Merchandise trade balance = Merchandise Exports Merchandise ImportsSB = Non-factor service balance (travel, tourism, financial, business, ICT etc.)FIB = Factor income balance (interest, dividends, wages, rent, royalties etc.)NCT = Net current transfer (official grants, private grants, remittances)NKT = net capital transfersNPNNA = net purchases of non-produced, non-financial assetsNFI = net foreign investment or net lending/ net borrowing vis--vis the rest of the worldNKA = net capital and financial account (i.e., all capital and financial transactions excludingreserve assets)
Government Finance Statistics (GFS)
Receipts= Revenue plus Grants = R+GRR= Revenue = T + NTT = Tax revenueNT = Non-tax revenueGR= GrantsGEXP = Government expenditure and net lending = G + GKG = government consumption expenditureGK= Government capital expenditure and net lending = GCE + NDGCE = Government capital expenditure
ND = Net lendingGFD = Gross Fiscal Deficit = (R+GR) GEXPBasic Balance= Revenue less (GEXP excluding externally financed capital expenditure)Basic Primary Balance = Basic Balance plus Interest Payments
Monetary-Financial Statistics (MFS)
MD = Demand for money =NFA+CRG + CRPE+CRP + OIMS = Supply of money = Currency + Quasi Money = CN+(DD + TD)M1= Quasi money = DD+TDNFA =Net foreign assetsCRG = Credits to the government
CRPE= Credits to the public enterprisesCRP = Credits to the private sectorOI = Other itemsDD = Demand depositsTD = Time depositsCN = Currency and notes in circulation
Prices, Interest Rates and Exchange Rates
CPI = Consumer Price IndexGDPDF = GDP DeflatorYield= Yield of Treasury Bills
INT = Rate of interestER= Exchange rate of the Gambian Dalasi per US dollar
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The Macroeconomic Balance Equations stand as follow:
GDP = C + G + I +XM (1)(XM= balance on goods and services in the balance of payments)GNP = GDP + NFY (2)CAB = X M + NFY+NCT (3)GNDY = C + G + I + CAB (4)GNDY = C + G + S (5)
Equating (4) and (5) we get:S I = CAB i.e. saving-investment gap (resource gap) equals CAB (6)S I + (NKT NPNNA) = CAB + (NKTNPNNA) = NFI (7)(NKTNPNNA) = balance on the capital account of the balance of payments.
Interrelationship between the internal and external sectors of an economy can be seen ingreater detail by distinguishing between private and public sectors. Private saving and
investment (Sp and Ip) and government saving and investment (Sg and Ig) are identified as:
SI = Sp+SgIpIg (8)
Use of the definition of the externalcurrent account from equation (1) then gives:CAB = (SpIp) + (SgIg) = SI (9)
Equation (9) shows that the private savings-investment balance plus the government fiscal balance equals the current account balance. It also implies that, if government sectordissaving is not offset by net saving of the private sector, the current account will be indeficit. More specifically, the equation shows that the budgetary position of the government
(Sg-Ig) may be an important factor influencing the current account balance.
Government deficit is financed by borrowing from the domestic sector, borrowing from theexternal sector and borrowing from the central bank. All these factors have influences on thedomestic capital and financial markets and also on the balance of payments.
Economists generally agree that a persistent fiscal deficit may ultimately spill over thecurrent account deficit in the balance of payments. On the converse, a sustained currentaccount deficit may reflect persistent government spending in excess of receipts, and suchexcess spending may suggest that fiscal tightening is the appropriate policy action to tackle
both fiscal and balance of payments problems.
We also know thatCAB = NKA+RT = SI (10)Equation (10) shows that the current account balance is necessarily equal (with sign reversed)to the net capital and financial account balance plus reserve asset transactions. Thisrelationship shows that the net provision, as measured by the current account balance, ofresources to or from the rest of the world mustby definitionbe matched by a change innet claims on the rest of the world.It may be useful to rewrite CAB as:SI = CAB = TB+SB+FIB+NCT = NKA+RT, where (11)
Where TB, SB, FIB and NCT stand for trade balance, services balance, factor incomesbalance and transfer balance respectively.
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Box-1.1: Basic Structures of Macroeconomic Sub-models and Inter-linkages
7
REAL SECTORNational Accounts
GDP at current market prices Private consumption General govt. consumption
General govt. investment Private investment Exports of goods and
Non-factor services Imports of goods and
Non-factor services
CENTRAL GOVERNMENT
Revenues Taxes and non-taxes GrantsExpenditures Current CapitalOverall balanceFinancing
Domestic financing (net) Banking system Nonbanking sector External financing (net)
Balance of PaymentsCURRENT ACCOUNT Exports of goods andNon-factor services
Imports of goods andNon-factor services Factor services (net) Transfers (net)
Official Private
MONETARY SECTORMonetary Authorities Net Foreign AssetsNet domestic assets: Net credit to centralgovt.
Credit to banks Other items (net) Reserve money
CAPITAL ACCOUNT
Direct investment
Medium/long-term
capital (net)
Short-term capital (net)
Overall balanceChange in net foreign
assets
Deposit Money BanksBanks' reserves Net Foreign Assets
Net domestic assets: Net credit to central
govt. Credit to private sector Other items (net)
Liabilities to monetaryauthorities
Private sector deposits
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1.3Inter-Sectoral Financial Transactions Matrix
In a paper entitled Balances, Imbalances and Fiscal Targets- a New Cambridge Model
Wynne Godley and Alex Izurietaof theCambridge Endowment for Research in Finance(CERF), University of Cambridge used a simplified accounting matrix to illustrate theinterrelations of financial transactions among various sectors of the economy. Theyargued that macroeconomic analysis would be easier if the main income and expenditureflows comprising the GDP are arranged in a double entry format as in Table-1.1. Thetwo-way table indicates clearly the transactions among any two economic agents viz.
producers, consumers, government, and rest of the world. The matrix shows how the gapbetween receipts and outlays of any sector implies an equivalent rise or fall in its netacquizition of financial assets.
Table-1.1: A Simplified Macro Transactions Matrix
Income/Expenditure
Production Government
Rest of theWorld
Total
1.Pvt. Exp -C +C 0
2.Gov. Exp +G -G 0
3.Exports +X -X 0
4.Imports -M +M 0
5.GDP +Y -Y 0
6.Taxes,
Fact. Pay.
-TP +T -TF 0
7.Financial
Balances
+NAFA= Y-C-TP
0 +PSNB=T-G
-BP=M-X-TF
0
In this matrix the national income identity is shown, running vertically down in column 2,as the appropriation account of a postulated production sector. It says that gross domestic
product, Y, is equal to private expenditure, C plus government expenditure, G, plusexports, X, less imports, M. Every item in the GDP identity has a counterpart with theopposite sign in some other column. Taxes less transfers, T, are received or paid by the
government; net property income, taxes and tranfers, TFand TP, are paid by respectivelythe external and private sectors. The total in line 7 shows that public borrowing, PSNB,equals the private net acquisition of financial assets, NAFA, (that is saving lessinvestment, or net saving) minus the balance of payments surplus,BPor plus the deficit.
Wynne Godley and Alex Izurieta illustrated the analysis with the help of UK and USAdata. One important conclusion of the analysis is that the financial balances (relative toincome flows) must stay within certain limits for maintaining the sustainability of publicdebt over time. This in turn implies that that a strict monitoring of these basic balances isessential for formulation of effective macro stabilization policies.
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2 Data Base and Basic Presumptions for Projections
The basic data for major macro economic variables2for the years 2000-20093are obtained from theofficial sources. Basic data on national accounts are obtained from the Gambian Bureau of Statistics(GBOS). Data on government finance statistics are obtained from the Statistics and Special Studies
Division (SSSD), formerly known as the Economic Management and Planning Unit (EMPU),Ministry of Finance. Data on monetary and financial statistics and the balance of payments statisticsare obtained from the Central Bank of Gambia (CBG). Data on External Debt are obtained from theGlobal Development Finance (GDF) published by the World Bank, supplemented by the dataobtained from the Debt Department of the Ministry of Finance.
2.1 Data Base on National Accounts
It presents time series data on sectoral GDP at both current and constant 2000 prices innational currency (millions of Gambian Dalasi) for the years 2000-2009. It has data on both
broad sectors of the economy viz. agriculture, industry and services, and sub-sectors within
these broad sectors. As mentioned above, four sub-sectors are considered for Agriculture viz.crops, animal husbandry, forestry and fishing. Industry is sub divided into four sub-sectorsviz. mining and quarrying, manufacturing, construction and public utilities (comprisingelectricity, gas and water supply). Services sector is sub divided into seven sub-sectors viz.viz. (a) wholesale and retail trade; (b) hotels and restaurants; (c) transport andcommunications; (d) financial services; (e) real estate and business and professional services;(f) public administration and (g) social sectors comprising health, education, religious,
personal and community services. .
2.2 Data on Balance of Payments
Data on Balance of Payments for the years 2005-2009 are obtained from the Research andRisk Analysis Department of the Central Bank of Gambia (CBG) supplemented by the datafrom the IMF for the years (2000-2004). Necessary adjustments have been made to take careof changes in the basic concepts, definitions and classifications over the years.
2.3 Data on Monetary Survey and Prices
Data on Monetary Survey and Financial Statistics for the years 2000-2009 are obtained fromthe Research and Risk Analysis Department of the Central Bank of Gambia (CBG). Data onCPI are obtained from the GBOS.
2.4 Data on Government Fiscal Operations
Basic data on government financial statistics for the years 2004-2009 are taken from theStatistics and Special Studies Division (SSSD) of the Ministry of Finance, supplemented bythe data from the IMF for the years 2000-2003. Necessary adjustments have been made totake care of changes in the basic concepts, definitions and classifications over the years.
2 The list of variables with descriptions and units is presented in Annex-1.3
The year refers to the calendar year starting with January and ending with December, which is also the fiscalyear for the Gambia.
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2.5 Basic Presumptions for Projections
2.5.1 World Recovery Continues, But Risks Increase, Says IMF
Global economic recovery is stronger than expected, but the speed is uneven across regions.As per the IMF World Economic Outlook (WEO) Update4 , April 2010, world output isexpected to grow by 4.6% in 2010 followed by 4.3% in 2011. IMF forecasts continuingglobal recovery, but cautioned that renewed financial turbulence and euro area problemscloud the outlook, and advised fiscal consolidation based on credible medium-term plans.
Global activity in terms of trade, production and retail sales has rebounded. Employmentcontinues to contract in advanced economies but is expanding in emerging economies, helped
by strong potential growth. Industrial confidence has returned to pre-crisis levels, buthousehold confidence in advanced economies continues to lag due to subdued employment.
Economic activities still depend on highly accommodative macro-economic policies and are
subject to downside risks due to sharp declines in the countercyclical fiscal measures. IMFadvises that the monetary, fiscal, and financial policymakers will need to ensure a smoothtransition of demand from the government to the private sector and from economies with
excessive external deficits to those with excessive surpluses. In most advanced economies,fiscal and monetary policies should maintain a supportive thrust this year to further sustain
growth and employment. But many of these economies also need to urgently adopt crediblestrategies to contain public debt and later bring it down to more prudent levels. Financial
sector repair and reform are also high-priority requirements.
Emerging and Developing Economies: Activity in emerging and developing economies isleading the global recovery. In key emerging Asian economies, particularly in China and
India, output already exceeds pre-crisis levels by a wide margin, and the output growth inthese countries, averaging about 10% in Q2Q4 of 2009, is outpacing estimates of full-capacity (potential) output growth.
Sub-Saharan Africa: Sub-Saharan Africa has weathered the global crisis well and isexpected to recover rapidly from the slowdown in 2009. Although some oil-exportingeconomies were hit hard by the collapse in export and commodity markets, the regionmanaged to grow by 2.2% in 2009. Its growth is projected to accelerate to 5% in 2010 and to5.9% in 2011. The regions quick recovery is due to the relatively limited integration of themost low-income economies into the global economy and the limited impact on their terms oftrade, the rapid normalization in global trade and commodity prices, and the use of
countercyclical fiscal policies. Remittances and official aid flows have also been lessadversely affected than anticipated by the recessions in advanced economies.
Banking sectors, in general, remained resilient, and private capital inflows resumed into theregions more integrated economies. Shocks from the global crisis hit sub-Saharan Africamainly through the trade channel. Reflecting their greater openness to trade, the regionsmiddle-income economies like the South Africa were among the hardest hit.
4 World Economic Outlook: Update, IMF, Washington D.C., July 2010.
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Table 2.1 Overview of World Economic Outlook Update July 2010 Projections
(Annual Growth Rates in percentage, unless otherwise specified)
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2.5.2 Impact of the Financial Crisis on the Gambian Economy
A global crisis of this magnitude is bound to have adverse impact on any country. TheGambian economy was not an exception and witnessed a decline in exports, remittances,foreign investment, tourist arrivals, manufacturing production and wholesale and retail tradein 2008. However, thanks to bumper crops and very good performance by electricity,telecom and financial sectors, the real GDP growth at constant market prices improved from6% in 2007 to 6.3% in 2008, supported by a spectacular growth of 26.6% in agricultureGDP and a growth of 4.2% in services GDP despite decline by 1.2% in industrial GDP.
As per the revised estimates by the GBOS, despite a fall in tourists income and foreigninvestment and deceleration of agricultural growth, real GDP growth rate in 2009 isestimated to be 5.6%, aided by a growth of 9.8% in agriculture production, 2.1% in industryand 4.3% in services production.
.The Gambian economy is projected to expand by 5.0% in 2010, lower than 5.6% recorded in2009. Agricultural value added is estimated to grow at 4.3%, industrial value added at 5.1%
and services value added at 4.8%.
The reasons for no significant adverse impact of the global financial crisis on the Gambianeconomy include the following:
(a) Gambias financial sector has limited external liabilities and assets.(b) Although the economy has open door policy for external trade and investment and its
external current account has close links with the rest of the world, the remittances andgrants were not adversely affected significantly.
Monetary and Financial Sectors
Monetary policy remained mostly tight in 2009 with 9.3 percent growth in reserve money,
while broad money increased by 19.4 percent mainly due to 45.1 percent increase in time
deposits. The CBG maintained the rediscount rate at 16 percent, lowering it moderately to
14 percent in December. Credit to the private sector and public enterprises continued to
expand at a rapid pace (24.1 percent) in 2009, despite the increasing claims on government.
Two more commercial banks opened in 2009 and another in 2010, bringing the total number
of commercial banks to 14, leading to increased competition for depositors. The resultingpressures on operational and funding costs eroded banks profitability. Nonperforming loans
(NPLs), including restructured loans, for the banking system as a whole increased during
2009 and reached 12.3 percent of total loans at the end of December 2009. NPLs increased
further to 16.9 percent of total loans as of the end of March 2010. Banks have
correspondingly increased the provisioning for loan losses.
Inflation, Interest Rates and Exchange Rates
Due to prudent monetary policies adopted by the Central Bank of Gambia (CBG) and
effective liquidity management by it, and the introduction of two year government bonds in
the money market, the inflation rates have remained low and the Treasury bill yields and the
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other interest rates have started declining since January 2010. Inflation is expected to remain
low below 4 percent for the year as a whole.
The dalasi stabilized against the U.S. dollar in 2009, trading within a narrow range of 26-
28 GMD/US$ throughout the year, with limited interventions by the CBG. In the first half of
2010, the dalasi continued to trade within a narrow range 26-29 GMD/US$.
Balance of Payments
The balance of payments was in surplus in 2009, in sharp contrast to a deficit in 2008, mainly
due to the large SDR allocation by the IMF and disbursements of budget support by the
World Bank and African Development Bank. Despite significant declines in tourism receipts
and remittances by 10 percent and 20 percent, respectively in 2009 over 2008, the current
account deficit, excluding official transfers, narrowed in 2009, due to lower world food and
fuel prices and a pick up in the re-export trade. FDI partly rebounded in 2009, following thelarge drop in 2008. As a result, net international reserves increased by USD 53.5 million
during 2009. At the end of December 2009, gross international reserves stood at
USD 186.0 million (or 6.4 months of current year imports of goods, c.i.f.).
Performance under the ECF-Supported Program
The Gambias three-year ECF5 arrangement and a new Poverty Reduction and Growth
Facility (PRGF) program were first approved by the IMF on Feb 21, 2007 for an amount of
SDR 14 million (45 percent of the quota). The IMF approved an augmentation of SDR 6.215
million on Feb 18, 2009, and at the time of the Sixth Review on Feb 19, 2010, approved aone-year arrangement extension of the ECF arrangement with an additional augmentation of
SDR 4.67 million to a total amount of SDR 24.88 million (80 percent of the quota).
The IMF funded ECF Program has three performance criteria in terms net domestic assets of
the CBD, net usable foreign exchange reserves and the basic fiscal balance. For the end of
March 2010, the ceiling on the cumulative net domestic assets of the CBG was met by a
comfortable margin, while the floor on cumulative net usable international reserves was met
by a narrow margin. However, the floor on the cumulative basic fiscal balance was missed by
GMD 88.5 million (0.3 percent of GDP), mainly reflecting the larger-than-expected fiscal
slippage during late 2009 (by GMD 145.2 million). Necessary corrective actions have sincebeen taken by the government.
5The Extended Credit Facility (ECF) has replaced the Poverty Reduction and Growth Facility (PRGF) as the
Funds main tool for medium-term financial support to low-income countries by providing a higher level of
access to financing, more concessional terms, enhanced flexibility in program design features, and more focused
streamlined conditionality. ECF-supported programs are based on country-owned poverty reduction strategies
adopted in a participatory process involving civil society and development partners and articulated in the
country's Poverty Reduction Strategy Paper (PRSP). ECF loans carry a zero interest rate until end-2011 and an
annual interest rate [of not more than 0.5 percent] thereafter, and are repayable over 10 years with a 5 -year
grace period on principal payments.
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As regards structural benchmarks under the program, the Ministry of Finance has established
an Internal Audit Unit with core staff; the CBG has published the quarterly balance of
payments statistics for 2009:Q4 on time in March 2010; and there have been some
improvements in GDP estimates. It is expected that the 2007 audited government accounts
for 2007 will be submitted to the National Assembly by October 2010. To expedite thesubsequent audits of the 2008 and 2009 accounts, the NAO has begun preliminary reviews of
government transactions during those years.
Macroeconomic Outlook for 2011-2014
Our forecasts of key macro-economic variables for the years 2011-2015 take into account theglobal and domestic developments in the current year 2010. In addition, our projections are
based on the following presumptions:
(a) Government will continue with the prudent macroeconomic management.
(b) There will be no weather shocks;(c) There will be no other internal and external shocks, except volatile oil prices.(d) Tourists arrivals and travel incomes would return to normal levels;
(e) Remittances which contribute significantly to the construction of residentialpremises would continue to be buoyant;
(f) The inflows of Foreign Direct Investment which contribute to the trade activitiesand construction of tourists guest houses and hotels will be buoyant;
.(g) Donors support for the social sectors would continue at normal levels;
(h) There will be no change in the real exchange rate of the Gambian Dalasi in termsof US dollar during the projection period, implying that the rate of depreciation of Dalasi
per US dollar will be limited to the difference between domestic inflation and the averageinflation of the major trading partners of the Gambia.
3 Projection Techniques
Components of supply side of the GDP (i.e. sectoral value added) are projected on the basisof the historical growth rates adjusted for large variations, if any. Other variables in the
model are estimated mostly by elasticity with respect to nominal GDP at current marketprices. However, only individual items in different sub-models are projected by this method,while the aggregates are estimated on the basis of standard identities and balance equations tosatisfy consistency among various variables and partial equilibrium within the system.
3.1 Historical Growth Rates for the Real Sector
Basic methodology used is the standard time series analysis to estimate historical growthrates on the basis of three kinds of time trend growth rates viz., least squares time trendgrowth rate, exponential growth rate and simple average annual growth rate.
To start with, we estimate the average historical growth rate for each of 17 sub-sectors ofGDP (4 in agriculture, 4 in industry and 9 in services) viz. crops, animal husbandry, forestry
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and fishing in agriculture; mining and quarrying, manufacturing, construction and publicutilities (comprising electricity, gas and water supply) in industry; and wholesale and retailtrade, transport and communications, financial services, real estate, public administration,health, education, and community, religious and personal services in the services sub-sector.Three kinds of growth rates, as indicated below, are estimated on the basis of the past timeseries data for 2000--20096 and presented in the Annex-2.
(a) Least-squares time trend growth rate
The IMF uses the Least-squares growth rates to forecast the country growth rates for theirWorld Economic Outlook (WEO) published twice in a year, wherever there is past data for atleast 9 years to permit a reliable calculation. The least-squares growth rate, r, is estimated byfitting a linear regression trend line to the logarithmic annual values of the variable in therelevant period. The regression equation takes the form
Ln Yt= a + bt
which is equivalent to the logarithmic transformation of the compound growth equation,
Yt= Yo (1 + r)t
In this equation, Y is the variable, t is time, r is the trend growth rate, Ln is the naturallogarithm operator, and a = log Yo and b = Ln (1 + r) are the parameters to be estimated.
Ifb* is the least-squares estimate ofb, the average annual growth rate, r, is obtained as
r = [exp(b*) 1] and is multiplied by 100 to express it as a percentage.
The calculated growth rate is an average rate that is representative of the availableobservations over the entire period. It does not necessarily match the actual growth rate
between any two years.
(b) Exponential growth rate
The exponential growth rate between two points in time for a variable is calculated from thefollowing equation
r= Ln (Yn /Y1)/(n-1)and is multiplied by 100 to express it as a percentage.
where Ynand Y1 are the last and first observations in the period, n is the number of years inthe period, and Ln is the natural logarithm operator. This growth rate is based on a model ofcontinuous and exponential growth between two points in time. It does not take into accountthe intermediate values of the series.
(c) Average of Annual Growth rates
6Years refer to calendar years from January to December. Data are obtained from the official sources such as
the Ministry of Finance, Central Bank of Gambia (CBG) and the Gambian Bureau of Statistics (GBOS). Data onbalance of payments are supplemented by data from the International Monetary Fund (IMF).
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Average Annual Growth Rate () = GRi /nGRi = 100 * (Yi / Yi-1 -1) for i=1, 2, n for the years 1975,1976 ..... 2009.CV = 100 * SD/
SD = (GRi - ) / nWhere Ln stands for natural logarithm, GRi for growth rate for the i-th year, CV forcoefficient of variation and SD for standard deviation.
3.2 Base Line Time Trend Projections
On the supply side, the projections of sectoral value added for the years 2010-2013 are doneon the basis of the expected growth rates judged by the three types of growth rates asmentioned above. In general, for most of the variables, the exponential growth rate is lowerthan the least squares trend growth rate, which in turn is lower than the average annualgrowth rates. The same methodology is used to project the FISM and net indirect taxes(INDT, i.e. indirect taxes less subsidies and transfers).
GDPFC = GDPAGR + GDPIND + GDPSER
GDPBP = GDPFC + FISM
GDPMP = GDPBP + INDTAX
GNI = GDPMP+BOPINCOME
GNDI=GNI+BOPTRANSFER
GDPAGR= GDPCROPS + GDPHUSBANDRY+GDPFORESTRY+GDPFISHING
GDPIND=GDPMIN+GDPMANF+GDPUTILITY+GDPCONST
GDPSER=GDPTRADE+GDPHOTEL+GDPTRANS+GDPFIN+GDPREALEST+GDPPUBADMN+GDPHEALTH+GDPEDUCATION+GDPSOCIAL
As mentioned earlier, past data for the years 2000-2009 along with standard descriptive
statistics and the projections of sectoral GDP at both current and constant prices for the years
2010-2015 are presented in the Annex-2. The Tables also indicate the fitted regression lines
log (Yt) = + Time and log (Yt) = + log (GDPMPt) and the corresponding R
2
forestimation of the trend growth rates of the variables and the elasticity of the variable with
respect to the GDP at current market prices.
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3.3 Projections of GDP for the years 2010 to 2014
In general, we use the following equation for forecasting:Yt = Yo (1 + r)
t
Where Yo = GDP in the base year 20090 = Base year 2009t = 1, 2, 3, 4, 5 for years 2010, 2011, 2012, 2013 and 2014
Nominal GDP at current market prices is projected by the following equation:GDPNt = GDPNt -1 (1 + 0.01 * GRt) (1+0.01*INFt)Where GDPNt -1 is the nominal GDP in the previous year, GRt is the real GDP growth rateand INFt is the projected inflation rate for year t.
3.4 Projections of other variables
Projections of other macroeconomic variables for government finance, balance ofpayments, and money supply are done on the basis of standard elasticity approach. Firstof all, a log linear regression equation is fitted by regressing natural logarithm of avariable on the natural logarithm of GDP at current market prices.
LnYt = + LnGDPt
where Yt is the value of a variable in year t and GDPt is the nominal GDP at current market
prices in year t for the years 2000 to 2009. It is clear that is the elasticity of the variable
with respect to GDP.
y,gdp = LnYt / LnGDPt
Projected growth rate for the variable for a year is estimated by the following relation:
Projected growth rate for a variable Y = y,gdp times GRgdp
Where y,gdp = elasticity of Y with respect to nominal GDP (which is constant) and
GRgdp = Growth rate of nominal GDP in year t (which may change over the years).
Annex-2 alsopresents the projections of all variables for the years 2010-2014 along with
resultant annual growth rates and the ratio of a variable to the GDP at the current marketprices. The table clearly indicates the projection method and the average growth rate with CVfor a variable for the projection period.
3.5 Test and Calibration Techniques
As mentioned earlier, trend growth rates are estimated by fitting exponential (semi-log)time trends and elasticity of a variable with respect to GDP at current market prices isestimated by fitting log-linear (double log) regression equations. The ordinary leastsquares (OLS) method is used for fitting these relations. The goodness of fit is judged byR2 which is observed to be very high for most of the variables (Annex-2).
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4. Summary Results
The projections of real sectors for the years 2010-2014 are done on the basis of thehistorical growth rates as judged by the three kinds of growth rates as indicated above.However, it should be remembered that the historical growth rates for all the sectors areobserved to be volatile with high standard deviation (SD) and co-efficient of variation(CV). So the achievement of the historical growth rates will depend on the condition thatthe government will continue with ongoing structural reforms and policies which includethe following:
a. Renewed focus of agriculture, horticulture, modernizing andcommercializing agriculture, particularly the groundnut sector;
b. Exploration of new oil fields;
c. Encouraging free economic zones and export processing zones;
d. Creating enabling environment for public-private partnership and privateparticipation in all sectors of the economy.
e. Encouraging travel and tourism;
f. Encouraging FDI for development of physical infrastructure such asconstruction, real estate, sea ports, airports, transport and communications;
g. Strengthening financial and money markets and the supervision andregulation of commercial banks.
4.1 Real GDP Growth Rates
The projected sectoral GDP, sectoral growth rates and sectoral shares in GDP for theyears 2010-2014 are presented in the Appendix. Projections for major macroeconomicvariables are summarized in Tables 2.1 to 2.12. The Tables 4.1and 4.2 summarize theresults for GDP growth, sectoral GDP shares and savings-investment balance.
Despite global financial crisis and economic slowdown since 2008, the Gambianeconomy performed well in recent years with an average growth of 6 per cent per annum.The real GDP growth rate decelerated from 5.6 percent in 2009 to 5 percent in 2010. It is
projected that the real GDP growth will improve to around 5.5 percent during 2011-2014aided by agricultural growth around 4.3 percent, industrial growth in the range of 4.7 to
5.5 per cent and services growth in the range of 5.3 to 5.5 percent over the period..
Leading Sectors
In addition to tourism, sustained growth is expected to come from: (i) transport andtelecommunications, particularly the mobile revolution; (ii) construction, financed by FDIin the hotel sector and by remittances in residential houses; (iii) banking and insurance,(iv) social sectors funded by donors and (v) the agricultural sector, benefiting from thethrust of government policy to encourage agriculture investment for poverty reduction andemployment generation and to ensure food security.
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Table-4.1: Trends of Sectoral GDP Growth Rates and Shares in 2010-2014 (in %)I T E MS 2008 2009 2010 2011 2012 2013 2014
Actual Actual Est. Proj. Proj. Proj. Proj.
Growth Rates (%)
GDP const 1976/77 FC 6.3 5.6 5.0 5.3 5.4 5.5 5.6
Agriculture and allied 26.6 9.8 4.3 4.3 4.3 4.3 4.3Industry -1.2 2.1 5.1 4.7 5.1 5.3 5.5
Services 4.2 4.3 4.8 5.3 5.4 5.6 5.7
Sectoral Composition (%)
GDP AT 1976/77 FC 100.0 100.0 100.0 100.0 100.0 100.0 100.0
Agriculture and allied 25.3 26.3 26.2 26.0 25.8 25.6 25.4
Industry 13.4 13.0 13.1 13.0 13.0 13.1 13.1
Services 61.3 60.7 60.7 60.9 61.1 61.3 61.6
4.2 Savings, Investment and Consumption
Given low per capita income and high poverty ratios, the domestic savings ratio (to GDP) isvery low in the Gambia and is expected to decline from 5.1 percent in 2010 to 4.7 percent in2014. Most of the savings will be generated by the government sector.
Gross domestic investment ratio (to GDD) is also expected to decline from 16.3 percent in2010 to 14.6 percent due to decline in private investment. Investment will be mostly financed
by inflows of foreign capital and the remittances sent by the Gambians living abroad.
Table-4.2: Trends of Savings and Investment Ratios in 2008-2014 (in percentage)I T E MS 2008 2009 2010 2011 2012 2013 2014
Actual Actual Est. Proj. Proj. Proj. Proj.
Total consumption 94.0 94.1 94.9 95.1 94.8 95.0 95.3Private consumption 84.0 83.5 83.5 83.5 83.0 83.0 83.0
Government consumption 10.0 10.6 11.4 11.6 11.8 12.0 12.3
Gross domestic savings 6.0 5.9 5.1 4.9 5.2 5.0 4.7
Private domestic savings 0.9 0.9 2.0 1.2 0.9 0.0 -1.0
Govt domestic savings 5.1 4.9 3.1 3.7 4.3 5.0 5.7
Gross domestic investment 12.4 16.4 16.3 15.7 15.5 15.2 14.6
Private investment 8.0 9.7 12.6 11.6 11.0 10.2 9.1
Govt investment 4.4 6.7 3.7 4.1 4.5 5.0 5.5
Investment-Savings Gap 6.4 10.5 11.2 10.8 10.4 10.2 9.9
Private Sector 7.1 8.8 10.6 10.4 10.2 10.2 10.1
Govt Sector -0.7 1.8 0.6 0.4 0.2 0.0 -0.2
Incremental Capital/OutputRatio (in percentage)
2.0 3.0 3.2 3.0 2.9 2.7 2.6
Notes:
(1) Total Consumption = Private Consumption + Government Consumption(2) Private Consumption is estimated by past trends.(3) Government Consumption = Current expenditure of the government.(4) Gross Domestic Savings = GDP at current market prices minus Total Consumption(5) Government Savings = Domestic Revenue minus Government Consumption,(6) Private Savings = Gross Domestic Savings minus Government Savings.(7) Gross Domestic Investment = Gross Domestic Savings minus BOP C/A Balance(8) Government Investment = Government Capital Expenditure
(9) Private investment = Gross Domestic Investment minus Government Investment.(10) Incremental Capital Output Ratio (ICOR) = Gross Domestic Investment / Real GDP GR
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4.3 Inflation Rate during 2011-2014
Although global prices of oil and food products have registered significant declines fromtheir highest levels in 2008, it is assumed that high prices of food and petroleum productswill continue to put pressures on prices and cost of living in the Gambia as Gambia ishighly dependent on the imports of food and petroleum products. We also believe that fora developing country like Gambia, slightly higher rate of inflation than observed in thedeveloped countries is necessary to induce work efforts and productive investment.Inflation rate in terms of CPI is projected to be 5% during 2011-2014 compared with anaverage rate of 7.1% registered in 2000-2009.
Table 4.3 Projected Inflation Rates during 2010-2014 (in percentage)
I T E MS
2000-
2009 2009 2010 2011 2012 2013 2014CPI Inflation (average) 7.1 4.5 4.0 5.0 5.0 5.0 5.0
GDP Deflator Inflation 8.5 5.9 6.9 7.4 7.2 7.2 7.3
Ave Exchange Rate(Dalasi/US$)
23.8
26.7 27.5 28.3 29.2 30.0 30.9
Appreciation (-)/Depreciation (+)
9.2 19.4 3.0 3.0 3.0 3.0 3.0
4.4 Rate of currency depreciation during 2010-2014
European Union, India and China had been the main trading partners of the Gambia in
recent years. It is assumed that average producers prices inflation in these countries willbe around 2 percent in future. Accordingly, it is assumed that Dalasi would depreciate by3 per cent (equal to the difference between domestic inflation at 5 percent and worldinflation at 2 percent) in terms of US dollar during 2011-2014 to keep the real effectiveexchange rate unchanged.
Table-4.4: Exchange Rate (Dalasi per US dollar)
Base
period
Dalasi/
US$
Month/
Year
Dalasi/
US$
Proj./
Year
Dalasi/
US$
2000 12.79 Aug 2009 26.63 2010 27.48
2001 15.69 Sep 2009 26.95 2011 28.30
2002 19.92 Oct 2009 26.91 2012 29.15
2003 28.53 Nov 2009 26.93 2013 30.03
2004 30.03 Dec 2009 26.94 2014 30.93
2005 28.58 Jan 2010 26.94
2006 28.07 Feb 2010 26.94
2007 24.88 Mar 2010 27.01
2008 22.35 Apr 2010 27.25
2009 26.68 May 2010 28.73
Average 23.75 June 2010 27.00
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4.5 Balance of Payments during 2009-2013
As explained earlier, we estimate elasticity of exports, imports and other items in the BOPcurrent and capital account by fitting log-linear equations with GDP as the independentvariable. Projected growth rate (GR) of an item is estimated by multiplying the estimatedelasticity by the growth rate of GDP in terms of US$. Then the standard BOP accountingframework is used to estimate the trade balance, current account balance, capital andfinancial balance, overall BOP balance and build up of foreign exchange reserves duringthe projection period 2009-2013.
Results indicate that the prospects of both exports and re-exports are gloomy and thegrowth rate would decelerate in future. Tourism exports and remittances are expected tocontinue their buoyancy in the medium and long term. On the capital account FDI willcontinue to rise. The results are presented in the Tables 2.13 to 2.20 in the Annex-2 andsummarized in Tables 4.5-A to 4.5-B below.
4.5-A Balance of Payments as ratio of GDP at current prices (in percentage)
Year/Items
Exp Imp Goods
Bal
Service
Balance
Income
Balance
Transfer
Balance
Govt.
Trans
Pvt.
Trans
CAB
2007 11.1 31.8 -20.4 8.0 -5.7 8.7 0.9 7.8 -9.32008 8.5 30.0 -15.2 6.1 -4.5 7.1 1.1 6.0 -6.42009 9.8 30.8 -21.0 6.0 -4.5 8.9 3.5 5.4 -10.52010 est. 9.6 30.6 -21.0 5.9 -4.0 7.9 2.4 5.5 -11.22011 proj. 9.4 30.3 -20.9 5.9 -3.7 7.8 2.4 5.5 -10.82012 proj. 9.2 30.1 -20.9 6.2 -3.2 7.6 2.2 5.4 -10.42013 proj. 9.0 29.9 -20.9 6.4 -3.2 7.5 2.1 5.4 -10.2
2014 proj. 8.7 29.6 -20.9 6.4 -3.0 7.7 2.1 5.6 -9.9
4.5-B Balance of Payments as ratio of GDP at current prices (in percentage)
Year/Items
CAPFIN
PvtCap
FDI Portfolio Other Fin
BOPBAL
EXCREV
Mnthof M
XGS
2007 14.9 9.6 9.8 -0.1 4.5 5.6 17.1 6.5 29.62008 12.5 5.8 6.8 -1.0 3.9 6.1 11.2 4.5 24.22009 16.3 7.1 7.5 -0.4 5.7 5.8 19.2 7.5 27.72010 est. 9.7 5.9 6.1 -0.1 2.5 -1.5 17.2 6.7 27.42011 proj. 10.5 6.1 6.0 -0.1 2.7 -0.3 16.0 6.3 27.1
2012 proj. 10.4 5.8 5.8 -0.1 3.0 0.0 14.9 6.0 26.82013 proj. 10.3 5.7 5.5 0.0 3.3 0.1 13.9 5.6 26.52014 proj. 11.6 5.3 5.3 0.0 5.1 1.7 14.7 5.9 26.2
External Trade
Projections indicate that in line with GDP growth, growth of exports of goods andservices is expected to be largely driven by tourism, groundnuts and non-traditionalagricultural exports. Re-exports are projected to grow at a slower rate than in the past asthe country loses some of its comparative advantage in liberal trade and tariff policies and
ports infrastructure facilities to the neighboring countries trade regimes as a result of
tariff harmonization in the ECOWAS. Nominal merchandise export growth is expected todecelerate from 8.5 percent in 2009 to an average of 4.7 percent over the medium-term
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2010-2014 due to poor performance of re-exports. Merchandise imports are projected togrow at an average annual rate around 6.4 percent over the medium term 2010-2014compared with average growth of 6.1 per cent recorded in the past decade 2000-2009.
Goods Balance
Consequently, goods deficit is expected to remain almost stable around 21% of GDP.
Service and Income Balance
Service surplus as percentage of GDP is expected to improve from 5.9% in 2010 to 6.4%in 2014 due to revival of tourist arrivals. Income deficit as percentage of GDP is alsolikely to improve from (-) 4% to (-) 3% over the period.
Transfer
Official grants as a percentage of GDP at current market prices is expected to declinemarginally from 2.4 percent in 2010 to 2.1 percent in 2014, while private transfers as a
percentage of GDP is expected to remain stable around 5.5 percent over the periodcontributed by sustained growth in remittances sent by the Gambians living abroad.
Current account deficit
Current account deficit including official grants is projected to improve from (-) 11.2percent of GDP in 2010 to (-) 9.9 percent of GDP in 2014 mainly due to improvements inservice and income balance.
Capital Flows
Net capital and financial lows as a percentage of GDP at current market prices is expectedto improve continuously from 9.7 percent in 2010 to 11.6 percent in 2014 due to sustainedgrowth in both debt and non-debt creating financial flows.
Foreign Investment
Significant foreign investments are expected to continue in the tourist sector which is amajor beneficiary of FDI and a key driver of growth. Although FDI inflows to Gambia
are projected to remain robust due to improved infrastructure, lower tax regime and muchopen economy, the ratio of FDI inflows to GDP would decrease steadily from 6.1 percentin 2010 to 5.3 percent in 2014 as a result of the lower growth of FDI inflows than theGDP growth rate.
Foreign Exchange Reserves
There will be a modest build up of foreign exchange reserves from US$177.6 million(equivalent to 6.7 months of imports and 17.2 percent of GDP) in 2010 to US$201.4million (equivalent to 5.9 months of imports and 14.7 percent of GDP) in 2014.
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4.6 Fiscal Situation during 2010-2014
Basically, elasticity approach with respect to GDP at current market prices is used toforecast major components of revenues and expenditures. All components of taxes, non-tax and expenditures are observed to be highly elastic (i.e. elasticity exceeding unity) withrespect to GDP at the current market prices. Results for fiscal projections are presented inthe Tables 2.21 to 2.32 and summarized in Tables 4.6-A to 4.6-C.
4.6-A Government Finance as ratio of GDP at current prices (in percentage)Year/Items
Total Exp. Current
Exp.
Interest
Payments
Capital
Exp.
Externally
Funded
Net
Landing2007 17.7 12.6 4.0 4.7 3.8 0.42008 18.0 13.1 3.1 4.4 2.2 0.52009 20.9 13.7 3.0 6.7 3.9 0.62010 est. 17.9 14.0 2.6 3.7 1.1 0.22011 proj. 18.6 14.3 2.7 4.1 1.2 0.3
2012 proj. 19.4 14.6 2.8 4.5 1.2 0.32013 proj. 20.3 14.9 2.9 5.0 1.3 0.42014 proj. 21.2 15.2 2.9 5.5 1.4 0.5
4.6-B Government Finance as ratio of GDP at current prices (in percentage)Year/Items
Receipts Domestic
Revenue
Tax Nontax Grants Fiscal
Balance2007 17.8 16.9 14.8 2.1 0.9 0.12008 15.9 15.1 13.8 1.4 0.7 -2.22009 17.9 15.6 14.1 1.4 2.3 -3.12010 est. 16.0 14.5 12.3 2.2 1.5 -1.92011 proj. 16.8 15.3 13.0 2.2 1.5 -1.9
2012 proj. 17.6 16.1 13.8 2.3 1.5 -1.92013 proj. 18.4 17.0 14.7 2.3 1.4 -1.82014 proj. 19.4 18.0 15.6 2.4 1.4 -1.8
4.6-C Government Finance as ratio of GDP at current prices (in percentage)Year/Items
BasicBalance
PrimaryBalance
ExternalBorrowing
Amorti-zation
Domestic
Borrowing
Dom Debt
Outstand.2007 3.0 7.0 2.9 -2.1 -2.5 22.12008 -0.7 2.4 1.5 -1.3 2.6 25.72009 -1.5 1.5 2.4 -1.9 1.4 24.02010 est. -2.3 0.3 2.2 -1.2 0.2 22.02011 proj. -2.2 0.5 2.9 -1.2 -0.3 19.7
2012 proj. -2.1 0.7 2.7 -1.2 -0.4 17.42013 proj. -1.9 0.9 2.5 -1.2 -0.6 15.22014 proj. -1.8 1.1 2.3 -1.2 -0.8 13.0
Fiscal Performance
Domestic revenue collection as percentage of GDP ranged from 9.2% to 16.9% during2000-2009 and is expected to decline to 14.5% in 2010 and is projected to increasecontinually to 18% in 2014. Both direct and indirect taxes and non-tax collections areexpected to maintain their buoyancy over time. However, grants as a percentage of GDPis expected to show declining trend. Total revenue and grants as percentage of GDP are
projected to increase from 16 percent in 2010 to 19.4 percent in 2014.
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There will be pressures on total expenditures and net lending which is expected to remainabove the total revenue and grants leading to overall fiscal deficit. Overall fiscal deficitwill be contained within 1.8 percent of GDP and will be manageable over the mediumterm. However, it will be difficult to satisfy the zero basic balance required under the IMFECF funded Program support for the Gambia.
In our opinion, the concept of zero basic balance may not be appropriate to judge fiscal
discipline. Zero basic balance implies that we need to finance both current and capital
expenditure by the current receipts. That is a too restrictive criterion for a developing and
small economy like the Gambia which has limited financial and physical resources. The
Budget Management and Fiscal Responsibility Acts of most of the developing countries
require that the revenue receipts (taxes and non-taxes) should be able to finance at least the
current expenditure, and the government can finance capital expenditure by borrowing (either
internal or external depending on debt servicing conditions over time).
In the recent past, the Gambia has been able to maintain high growth rates with low inflation
and stability in exchange rates despite difficult global economic situation. There have also
been declining trends of domestic and external debt and interest payments as percentage of
GDP. After the multilateral debt relief, the Gambia has never defaulted on debt servicing
obligations. Given these trends, we do not anticipate any problems for debt servicing and
sustainability of debt over medium and long term. So we do not see any specific problem
with the negative basic balance which is basically the overall fiscal deficit (after excluding
grants). In fact as evidenced by international best practices, an overall fiscal deficit at 3
percent of GDP may be allowed for the Gambian budget and the concept of basic balance
may be dropped in future programs.
4.7 Money Supply and Demand
Detailed projections of money supply and demand are given in Tables 2.33 to 2.36 inAnnex-2 and summarized in Tables 4.7-A to 4.7-D below.
The growth rate of money supply is expected to be 18.1 percent in 2010 and is projectedto increase to around 18.8 percent during 2011-2014 contributed by a growth of currency
by around 14.3 percent and growth of deposits by 19.5 percent. As a percentage of GDP,
money supply is expected to increase continuously from 49 percent in 2010 to 66 percentin 2014.
On the demand side, growth is projected to be contributed by a growth of 19.1 percent inNet Foreign Assets and a growth of 18.6 percent in Net Domestic Assets. Governmentcredits are expected to rise by 23.7 percent and private credits by 16.2 percent over themedium term.
The velocity of money supply is projected range in between 1.5 to 2 percent and moneymultiplier is projected to range around 3 percent over the medium term.
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4.7-A Growth Rates of Money Supply (in percentage),
And Money Multiplier and Velocity
Year/Items
GR of M2
(%)
GR of
Currency
GR of
Deposit (%)
GR of RM
(%)
Velocity Moneymultiplier
2007 6.7 -12.8 13.1 4.0 2.5 2.82008 18.4 8.5 20.9 4.0 2.3 3.22009 20.6 4.0 24.4 28.0 2.2 3.02010 est. 18.1 13.8 18.9 17.3 2.0 3.02011 proj. 18.9 14.4 19.8 18.0 1.9 3.02012 proj. 18.7 14.3 19.5 17.8 1.8 3.02013 proj. 18.8 14.2 19.5 17.8 1.6 3.12014 proj. 18.8 14.3 19.5 17.9 1.5 3.1
4.7-B Growth Rates of Money Demand (in percentage)Year/Items
NFA NDA Credit Creditsto Govt.
PrivateCredits
Forexcredits
Otheritems
2007 -6.3 22.7 -1.4 -24.7 13.3 0.0 -106.52008 -4.9 40.4 25.5 96.3 -2.6 0.0 1265.42009 30.0 14.6 17.3 20.0 22.8 -100.0 -5.92010 est. 18.6 17.8 19.0 23.0 15.7 0.0 6.52011 proj. 19.3 18.6 19.9 24.0 16.4 0.0 4.82012 proj. 19.1 18.5 19.8 23.7 16.2 0.0 2.02013 proj. 19.1 18.5 19.9 23.7 16.2 0.0 -1.72014 proj. 19.1 18.6 20.1 23.7 16.2 0.0 -7.3
4.7-C Money Supply and Demand as ratio of GDP at current prices (in percentage)Year/
Items
Broad
Money M2
Currency Deposit Reserve
Money
NFA NDA
2007 40.3 8.2 32.0 14.5 19.6 20.72008 42.6 8.0 34.7 13.5 16.6 26.02009 45.8 7.4 38.4 15.4 19.3 26.52010 est. 49.1 7.6 41.5 16.4 20.7 28.42011 proj. 52.8 7.9 44.9 17.5 22.4 30.42012 proj. 56.8 8.2 48.6 18.6 24.1 32.62013 proj. 61.0 8.4 52.6 19.9 26.0 35.02014 proj. 65.6 8.7 56.9 21.2 28.1 37.5
4.7-D Money Demand as ratio of GDP at current prices (in percentage)Year/Items
NFA NDA Credit Creditsto Govt.
PrivateCredits
Forexcredits
Otheritems
2007 19.6 20.7 20.4 5.8 13.8 0.9 0.22008 16.6 26.0 22.9 10.2 12.0 0.8 3.02009 19.3 26.5 24.0 10.8 13.1 0.0 2.52010 est. 20.7 28.4 25.9 12.1 13.8 0.0 2.52011 proj. 22.4 30.4 28.1 13.6 14.5 0.0 2.32012 proj. 24.1 32.6 30.5 15.2 15.3 0.0 2.22013 proj. 26.0 35.0 33.1 17.0 16.0 0.0 1.92014 proj. 28.1 37.5 35.9 19.1 16.9 0.0 1.6
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4.8 Public Debt and External Debt Situation
Detailed projections of public debt and external debt situationare given in Tables 2.37 to2.40 in Annex-2 and summarized in Tables 4.8-A to 4.8-C below.
Both public debt and external debt as percentage of GDP are expected to decline in themedium term and to remain sustainable. Total debt service (repayment of principal plusinterest payments) as percentage of revenue is expected to decline from 28.8 percent in2010 to 20.6 percent in 2014, while external debt service as percentage of gross exports isexpected to decline from 6.7 percent to 5.3 per cent over the period.
4.8-A-External Debt as percentage of GDP at current market prices (%)
Year/Items
ExternalDebt
Long termExt Debt
Ext Debtservice
Amortization Interestpayments
2007 36.2 35.5 3.2 2.1 1.1
2008 31.4 30.2 2.0 1.3 0.72009 37.1 35.2 2.6 1.9 0.6
2010 est. 35.1 33.4 1.8 1.2 0.6
2011 proj. 33.6 32.0 1.8 1.2 0.6
2012 proj. 32.9 31.4 1.8 1.2 0.6
2013 proj. 32.1 30.7 1.8 1.2 0.6
2014 proj. 31.2 29.8 1.8 1.2 0.6
4.8-B-Public Debt and Debt Service as percentage of GDP at current MP (%)Year/Items
PublicDebt
ExternalDebt
DomesticDebt
Debt service Ext DebtService
Dom DebtService
2007 58.4 36.2 22.1 6.9 3.2 3.72008 57.1 31.4 25.7 4.8 2.0 2.8
2009 61.1 37.1 24.0 5.1 2.6 2.6
2010 est. 57.2 35.1 22.0 4.1 1.8 2.3
2011 proj. 53.3 33.6 19.7 4.0 1.8 2.2
2012 proj. 50.3 32.9 17.4 4.0 1.8 2.2
2013 proj. 47.3 32.1 15.2 4.0 1.8 2.3
2014 proj. 44.1 31.2 13.0 4.1 1.8 2.3
4.8-C-Debt Service Ratios (%)
Year/Items
Total DebtService/Revenue
ratio
Dom DebtService /Revenue
ratio
Ext DebtService/Revenue
ratio
Ext DebtService/ XGS
ratio
Ext DebtService/ Forex
ratio
2007 41.0 22.0 19.0 10.8 18.72008 29.0 18.6 10.4 6.5 14.02009 29.4 16.7 12.7 7.1 10.3
2010 est. 28.8 16.1 12.7 6.7 10.72011 proj. 25.8 14.6 11.2 6.3 10.72012 proj. 23.5 13.6 9.9 5.9 10.72013 proj. 22.0 13.3 8.7 5.6 10.72014 proj. 20.6 12.9 7.7 5.3 9.4
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5 Concluding Observations
5.1 Main Results
Projections of key macroeconomic variables for the medium term lead to the followingconclusions:
(i) The Gambia will be able to sustain moderate growth rate around 5.4 percent in themedium term supported by broad based growth in agriculture, industry and services.However, good monsoons and sustained growth rate in agriculture will be a key factor forsustaining growth. The Gambian economy generally does well when the agriculture sector
performs well.
(ii) Inflation rate at 5 percent and exchange rate depreciation around 3 percent will bemanageable and will provide necessary incentives for work efforts and exports.
(iii) Given the low per capita income and small size of the economy, domestic savingswill continue to remain at low levels and the economy will depend on external capital tofinance domestic investment for sustaining growth and employment.
(iv) Current account balance will remain in deficits and will be financed by net surplus incapital and financial accounts throughout the projection period 2010-2014 due to ongoinginvestment projects supported by donors, and the absorption of the substantial non-debtcreating capital flows in construction, telecommunications, hotels and financial sectors.
(v) Current account deficit including official grants is projected to improve from (-) 11.2
percent of GDP in 2010 to (-) 9.9 percent of GDP in 2014 mainly due to improvements inservice and income balance.
(vi) The overall fiscal balance of the government will remain in deficit but will bemanageable. Both the domestic debt and external debt as percentage of GDP are expectedto decline over the medium term. The debt service ratios to revenue will also havedeclining trends.
(vii) There will be need for exceptional financing due to uncertain situation for bothexternal loans and grants over the medium term.
5.2 Development Prospects and Challenges
As reported earlier, despite the current unprecedented global financial crisis and economicrecession in the developed countries and slowdown in the emerging developingeconomies, Gambias medium term prospects for sustained growth and poverty reductionare considered to be bright, but vulnerable to both internal and external risks. With itsfertile land accompanied by plenty of water and sunshine, newly discovered oil resources,talented people and strategic geographical location in the Western Africa to support otherlandlocked countries in the hinterland such as Guinea Bissau, Guinea and Casamanceregion of Senegal, Gambia has a natural advantage to achieve growth rates in the range of5 to 5.5 per cent in the medium term 2010-2014. But, there will be pressures on both
domestic finances and external balance of payments in the medium term.
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The main challenge will be to ensure fiscal sustainability and stability in prices and realexchange rates by adopting strict fiscal and monetary discipline and sound managementof public debt and external assistance. In addition to these policy risks, medium termoutput is vulnerable to unfavorable weather shocks in the domestic sector and risk ofsharp upward trends of global prices of petroleum and food products and downward trendof export prices of its traditional and non-traditional agricultural products.
An important development challenge is to use government revenues to attain higher
growth and at the same time to tackle the problems of poverty and inequity. In this
respect, the ongoing efforts on the Public Financial Management Reforms (PFMR) and
the intentions of the government to introduce Program Budgeting within the Medium
Term Expenditure Framework (MTEF) are in the right directions.
Although the concerned ministries have the major responsibilities for achieving MDG
targets and the newly constituted Ministry of Economic Planning and Industrial
Development will have responsibility to assist the budgetary agencies for the preparation
of strategic plans and Public Investment Programs (PIPs), the Ministry of Finance, being
the coordinating and leading Ministry for budgeting, has special responsibilities to
provide necessary advice and directions to other ministries on Program Budgeting.
The core challenge for the government budget is how to adopt long-term MDG targets
within the short-term and medium-term national budget constraints and priorities. MDG
strategies are both needs basedand resource constrained. The national budget must
take care of poverty reduction strategies as a guide to MDG action, and set out clear
priorities for pro-poor public expenditure and investment plans based on a realistic
assessment of the available resources and the needs of other sectors.
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Selected References
Budget Directorate (2010) Budget Call Circular for the 2011 Budget, pp.1-21, Ministryof Finance (MOF), The Republic of the Gambia, July 2010.
Das, Tarun (2009) Inception Report- Macroeconomic Analysis, Modeling andProjections, pp.1-57, Institutional Support Project for Economic FinancialGovernance (ISPEFG), The Department of State for Financial and Economic Affairs(DOSFEA), the Gambia, Quadrangle, Banjul, January 2009.
Epstein, Gerald and Ilene, Grabel (2007) Training Module No.3: Financial Policy,International Poverty Centre (IPC), Brazil, July 2007.
Filho, Alfredo Saad (2007) Training Module No.2: Monetary Policy, InternationalPoverty Centre (IPC), Brazil, July 2007.
International Monetary Fund (2010a) The Gambia- Building on the Gambia RevenueAuthority (GRA) Success- A Tax Reform Program anchored on VAT, Report prepared
by the IMF TA Mission comprising David Kloeden (Head of TAM), Patriick Fossat andMaureen Kidd, pp.1-62, IMF, June 2010.
International Monetary Fund (2010b) The World Economic Outlook Update, July2010, IMF, Washington D.C.
International Monetary Fund (2010c) The Gambia- Strengthening BudgetaryManagement and Sequencing Reforms, Report prepared by the IMF TA Mission
comprising Duncan Last (Head of TAM), Florence Kuteesa and Camille Caramaga, pp.1-51, IMF, July 2010.
International Monetary Fund (2010d) The Gambia- Staff Report for the 2010 ArticleIV Consultation, pp.1-46, IMF, 12 July 2010.
Ministry of Finance, The Republic of the Gambia (2010) Draft Memorandum ofEconomic and Financial Policies (MEFP), submitted by the Government of the Gambia,16 July 2010, PP.1-16.
Statistics and Special Studies Division (SSSD (2010a) The Gambia Monthly Economic
Bulletin,pp.1-38, Ministry of Finance (MOF), The Republic of the Gambia, June 2010.
Statistics and Special Studies Division (SSSD) (2010b) Macroeconomic Frameworkand Fiscal Envelope for the Budget 2011, pp.1-24, Ministry of Finance (MOF), TheRepublic of the Gambia, July 2010.
Weeks, John and Shruti Patel (2007) Training Module-1: Fiscal Policy,International Poverty Centre (IPC), Brazil, July 2007.
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AN OPERATIONAL CONSISTENT MACROECONOMIC ACCOUNTINGSPREADSHEET MODEL FOR THE GAMBIA- AN UPDATE
ANALYTICAL
FRAMEWORK
, MODEL
STRUCTURE
AND
SPECIFICATIONS
,DATA BASE, TEST AND CALIBRATION TECHNIQUES,COMPUTER ALGORITHMSAND BASE LINE PROJECTIONS
TARUN DASMACROECONOMIC ADVISER
Statistical Annex Tables
Annex-1:
Variables and Identities Used in the Model-Descriptions and Units
Annex-2:
Data Base for 2000-2009,Descriptive Statistics,Exponential Trends log (Yt) = + Time
Log-Linear Functions log (Yt) = + log (GDPMPt)Projections for 2010-2014Growth Rates for the Years 2001-2014Ratios to GDP at current MP for the Years 2000-2014
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Annex-1
Variables used for the Upgraded Nepal Macroeconomic Model
SerialNo.
Variable Description Units Type
1 Year 2000 to 2014 Exogenous
2 Time 1 to 15 with Year 2000=1 Exogenous
3 Population Population Million Endogenous
Real Sector and National Accounts Block(Million Dalasi)
4.3
GDPCSTMP Overall GDP at constant 2004 market price=GDPFC + FISM + INDTAX
Million Dalasi Identity
5.4
AGR Agriculture GDP at constant 2004 factor cost=Crops+Livestock+Forestrty+Fishing
Million Dalasi Identity
6.Crops
Crops GDP at constant 2004 factor cost Million Dalasi Endogenous
7.
Livestock
Livestock GDP at constant 2004 factor cost Million Dalasi Endogenous
8.Forestry
Forestry GDP at constant 2004 factor cost Million Dalasi Endogenous
9.Fishing
Fishing GDP at constant 2004 factor cost Million Dalasi Endogenous
10.5
IndustryIndustry GDP at constant 2004 factor costMining + Manufacturing + Utility + Construction
Million Dalasi Identity
11.
Mining
Mining GDP at constant 2004 factor cost Million Dalasi Endogenous
12.
Manf
Manufacturing GDP at constant 2004 factor cost Million Dalasi Endogenous
13.
Utility
Utility GDP at constant 2004 factor cost Million Dalasi Endogenous
14.
Construction
Construction GDP at constant 2004 factor cost Million Dalasi Endogenous
15.6
ServicesServices GDP at constant 2004 factor cost= Trade + Hotels + Transport + Financial + RealEstate + Public Administration +Health + Education+ Community services
Million Dalasi Identity
1
6. Trade
Wholesale and retail trade GDP at constant 2004
factor cost
Million Dalasi Endogenous
17. Hotels
Hotels and restaurants GDP at constant 2004 factorcost
Million Dalasi Endogenous
18. Transport
Transport & communications GDP at constant 2004factor cost
Million Dalasi Endogenous
19. Financial
Financial GDP at constant 2004 factor cost Million Dalasi Endogenous
20. Real Estate
Real estate GDP at constant 2004 factor cost Million Dalasi Endogenous
2 Pub Admn Public administration GDP at constant 2004 factor Million Dalasi Endogenous
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cost
22. Health
Health services GDP at constant 2004 factor cost Million Dalasi Endogenous
2
3. Education
Education services GDP at constant 2004 factor
cost
Million Dalasi Endogenous
24. Community
Community services GDP at constant 2004 factorcost
Million Dalasi Endogenous
25.7
GDPFCOverall GDP at constant 2004 factor cost=Agriculture + Industry + Services
Million Dalasi Identity
26.8
FISMFinancial intermediary services at constant 2004price
Million Dalasi Endogenous
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27.9
GDPBPOverall GDP at constant 2004 basic price=GDPFC + FISM
Million Dalasi Identity
28.1 INDTAX
Indirect tax less subsidies at constant 2004 price Million Dalasi Endogenous
29.1 GDPCSTMP
Overall GDP at constant 2004 market price=GDPBP + INDTAX
Million Dalasi Identity
30.1 GDPCURMP
Overall GDP at current market prices Million Dalasi Identity
3
1.1 GNI
Gross national income at current market prices
=GDPCURMP + BOPINCOME
Million Dalasi Identity
32.1 GNDI
Gross national disposable income at current prices= GNI + BOPTRANSFER
Million Dalasi Identity
33 ExRate Exchange rate of Dalasi per US dollar Dalasi/US$ Endogenous
34 GDPMP$ GDP at current market price in terms of US dollar Million US$ Derived
35 Population Population Million Endogenous
36 PCGDP$ Per capita GDP in terms of US dollar US dollar Derived
37 CPI Consumer price index with base 2004=100 Index Endogenous
Balance of Payments Block (Million US Dollar)38 GB Goods Balance=Exports-Imports Million US$ Identity
39 Exp Goods exports, fob=DomExp+Reexports Million US$ Identity
40 DomExp Domestic exports Million US$ Endogenous
41 Reexports Reexports Million US$ Endogenous
42 Imp Goods imports, fob=Domuse+Reexports Million US$ Identity
43 Domuse Imports for domestic use Million US$ Endogenous
44 Reexports Imports for Reexports Million US$ Endogenous
45 Service Net service Million US$ Identity
46 Travel Travel services Million US$ Endogenous
47 Others Other services Million US$ Endogenous
48 Income Net income Million US$ Endogenous
49 Transfer Transfer net=Official+Private+Remittances Million US$ Identity50 Official Official grants Million US$ Endogenous
51 Private Private transfer Million US$ Endogenous
52 Remittance Remittances Million US$ Endogenous
53 CAB Current account balance= GB+Service+Income+Transfer
Million US$ Identity
54 CapFinBal Capital and Financial balance=Pvt Capital + Other Investment + Other Fin
Million US$ Identity
55 PvtCap Private capital = FDI + Portfolio Million US$ Identity
56 FDI Foreign direct investment Million US$ Endogenous
57 Portfolio Portfolio investment Million US$ Endogenous
58 Other Inv Other investment = Loans- Amortization Million US$ Identity
59 Loans Disbursement of loans Million US$ Endogenous60 Amortization Repayment ofprincipal Million US$ Endogenous
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61 Other Fin Other financial inflows Million US$ Endogenous
62 BOPBAl Overall BOP Balance= CAB + FinCapBal Million US$ Identity
63 ExRes Foreign exchange reserve Million US$ Derived
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Government Finance Block (Million Dalasi)
64 Receipts Total government receipts = Revenue + grants Million Dalasi Identity
65 Revenue Domestic revenue = Tax + Non-tax Million Dalasi Identity
66 Tax Total Taxes = Direct Tax + Indirect Tax Million Dalasi Identity67 Dir Tax Direct tax = Personal + Corporate + Other tax Million Dalasi Identity
68 Personal Personal income tax Million Dalasi Endogenous
69 Corporate Corporate income tax Million Dalasi Endogenous
70 Other tax Other direct taxes Million Dalasi Endogenous
71 Ind Tax Indirect taxes = Domestic + Customs Million Dalasi Identity
72 Domestic Domestic indirect tax (VAT, excise, sales etc.) Million Dalasi Endogenous
73 Customs Customs duties Million Dalasi Endogenous
74 Nontax Nontax duties Million Dalasi Endogenous
75 Grants Grants Million Dalasi Endogenous
76 ExpNL Total expenditure and net lending=Curr Exp + Cap Exp and NL
Million Dalasi Identity
77 Curr Exp Current expenditure= Wages + Other Curr + Interest
Million Dalasi Identity
78 Wages Total emoluments (wages, salaries, allowances Million Dalasi Endogenous
79 Other cur Other current expenditure Million Dalasi Endogenous
80 Interest Interest payments = ExtInt + DomInt Million Dalasi Identity
81 ExtInt Interest payments for external debt Million Dalasi Endogenous
82 DomInt Interest payments for domestic debt Million Dalasi Endogenous
83 CapExpNL Capital expenditure and net lending= CapExp + GLF + NL
Million Dalasi Identity
84 CapExp Capital expenditure = ExtExp + LoanCapExp Million Dalasi Identity
85ExtCapExp
Capital expenditure financed by external funds= LoanCap + GrantCap
Million Dalasi Identity
86 LoanCap Capital expenditure financed by external loans Million Dalasi Endogenous87 GrantCap Capital expenditure financed by external grants Million Dalasi Endogenous
88 GLF Gambia Local Fund Million Dalasi Endogenous
89 NL Net lending Million Dalasi Endogenous
90 FisBal Fiscal Balance = Receipts - ExpNL Million Dalasi Identity
91 Basic Bal Basic Balance = Domestic Revenue (ExpNL excluding ExtCapExp)
Million Dalasi Identity
92 Primary Bal Primary Balance = Basic Balance + Interest Pay Million Dalasi Identity
93 Financing Financing of fiscal deficit = - FisBal Million Dalasi Identity
94 External External borrowing - Amortization Million Dalasi Identity
95 Borrowing External borrowing Million Dalasi Endogenous
96 Amortization Repayment of principal of external debt Million Dalasi Endogenous
97 Domestic Net domestic finance = Netborrow + CapRev+Accumulation + Privatization
Million Dalasi Identity
98 Netborrow Net domestic borrowing= Banks + Nonbanks - Amortization
Million Dalasi Identity
99 Banks Borrowing from banks Million Dalasi Endogenous
100 Nonbanks Borrowing from non-banks Million Dalasi Endogenous
101 Amortization Repayment of domestic debt Million Dalasi Endogenous
102 Cap Rev Capital revenue Million Dalasi Endogenous
103 Accumulatn Accumulation- change of values Million Dalasi Endogenous
104 Privatization Receipts from privatization Million Dalasi Endogenous
105 DomDebtOut Domestic debt outstanding = previous DomdebtOut+ net domestic borrowing
Million Dalasi Identity
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Money Block (Million Dalasi)
106 NFA Net foreign assets Million Dalasi Endogenous
107 NDA Net domestic assets = Credit+Mothers Million Dalasi Identity
108 Credit Total credits= govcredit+pvtcredit+forexcredit Million Dalasi Identity109 GovCredit Credits to government Million Dalasi Endogenous
110 PvtCredit Credits to the private sector Million Dalasi Endogenous
111 Forexcredit Credits to foreign exchange dealers Million Dalasi Endogenous
112 Mothers Other items of money demand Million Dalasi Endogenous
113 M2D Broad money demand = NFA + NDA Million Dalasi Identity
114 M2S Broad money supply= Currency+ Million Dalasi Identity
115 Currency Currency in circulation with the public Million Dalasi Endogenous
116 Deposits Deposits Million Dalasi Endogenous
117 M0 Reserve money Million Dalasi Endogenous
External Debt
118 Extdebt External debt Million US$ Endogenous
119 Lingterm Long-term external debt Million US$ Endogenous120 Debtservice External debt service = amortization + interest Million US$ Identity
121 Amortizatio Repayment of principal of external bebt Million US$ Endogenous
122 Interest Interest payments Million US$ Endogenous
Public Debt
123 Public debt Public debt = Domestic debt + external debt Million Dalasi Identity
124 Debtservice Total debt service = Domestic debt service +external debt service
Million Dalasi Identity
125 DomDtSer
Domestic debt service = amortization + interestpayments for domestic debt
Million Dalasi Identity
126 DomAmort Amortization of domestic debt Million Dalasi Endogenous
127 DomInt Interest payments for domestic debt Million Dalasi Endogenous
128 ExtDtser External debt service = amortization + interestpayments for domestic debt
Million Dalasi Identity
129 ExtAmort Amortization of external debt Million Dalasi Endogenous
130 ExtInt Interest payments for external debt Million Dalasi Endogenous
131 DomDS/Rv Domestic debt service to domestic revenue ratio Percentage Derived
132 ExtDS/XGS External debt service to exports of goods andservices
Percentage Derived
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AN OPERA