EAC Statistics E-Learning Resources · Government Finance Statistics
EAC Statistics E-Learning Resources
A plain-language, slide-by-slide course on Government Finance Statistics (GFS) — the standardized system that tracks how governments earn, spend, borrow and manage resources — in the East African Community. Built on the IMF's GFSM 2014 framework and the EAC regional guidelines.
This online material explains GFS in plain language and shows why it serves as a financial health check for government. It follows the IMF's Government Finance Statistics Manual (GFSM 2014) and the EAC regional guidelines on the compilation of GFS and PSDS, covering the analytical framework, the transactions GFS records, the public sector it covers, data sources and classifications, the fiscal balance and EAMU macroeconomic convergence, and the treatment of public debt restructuring and natural resource revenues. It supports the GFS compiled and disseminated through the EAC Statistics Portal.
What GFS is, the EAC context and its fiscal goals, the GFSM 2014 framework, and cash versus accrual recording.
The integrated GFSM 2014 framework, the five transaction types, the fiscal balance, and how it is financed.
The public sector — general government and public corporations — the data sources, and the economic, functional (COFOG) and revenue classifications.
The fiscal balance, the indicators used in international comparisons, the 3%/6%/50% convergence ceilings, and net worth.
GFS treatment of debt restructuring and the classification of natural resource revenues, with a sustainability lens.
A shuffled final assessment drawn from a question bank, with a downloadable certificate on success.
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GFS · work through the modules, then take the final assessment
Each module is a short slide deck — open one, move through it slide by slide with Next and Previous, and return here to pick the next. A final assessment draws on all five modules; pass it to earn your certificate.
What GFS is, why it matters in the EAC, the GFSM 2014 framework, and the accounting basis behind every entry.
How GFS is structured — stocks and flows, the transactions it records, the fiscal balance, and how that balance is financed.
What GFS covers — the public sector — where the data comes from, and the classifications that organise it.
Putting GFS to work — the fiscal balance, the indicators used in international comparisons, the EAMU convergence ceilings, and net worth.
Special topics — how GFS treats public debt restructuring and natural resource revenues, and what they mean for sustainability.
A shuffled set drawn from a large question bank — pass to earn your EAC certificate.
What GFS is, why it matters in the EAC, the GFSM 2014 framework, and the accounting basis behind every entry.
Government Finance Statistics (GFS) is a standardized system used globally to track how governments earn, spend, borrow and manage resources. It serves as a financial health check for government, helping policymakers and citizens assess whether tax revenues are used effectively, public debts are sustainable, and public services are adequately funded. This module introduces GFS, its role in the East African Community (EAC), the IMF's Government Finance Statistics Manual (GFSM 2014), and the cash and accrual accounting methods that underpin fiscal reporting.
Government Finance Statistics (GFS) is a standardized system used globally to track how governments earn, spend, borrow and manage resources. It serves as a "financial health check" for government.
GFS helps policymakers and citizens assess whether tax revenues are used effectively, public debts are sustainable, and public services are adequately funded.
For the EAC — Burundi, the Democratic Republic of Congo, Kenya, Rwanda, South Sudan, Tanzania, Uganda and Somalia — GFS plays a critical role in monitoring fiscal performance and supporting member countries as they work toward shared economic goals, such as maintaining fiscal deficits below 3% of GDP and ensuring public debt remains within allowable thresholds.
GFS supports fiscal transparency, debt sustainability and regional convergence — turning fiscal data into actionable insight for policy and integration across the EAC.
GFS is compiled using the Government Finance Statistics Manual (GFSM), published by the International Monetary Fund (IMF). The latest version, GFSM 2014, is aligned with other international macroeconomic statistical frameworks such as the System of National Accounts (SNA).
In the region, EAC Partner States are implementing regional guidelines on the compilation of GFS and Public Sector Debt Statistics (PSDS), which are available on the EAC Statistics Portal.
GFSM 2014 recommends recording transactions on an accrual basis (when economic value is created, transformed, exchanged, transferred or extinguished). However, most EAC Partner States are still transitioning from cash to accrual recording, so transactions are recorded on a modified cash basis.
How GFS is structured — stocks and flows, the transactions it records, the fiscal balance, and how that balance is financed.
The GFSM 2014 analytical framework provides a comprehensive structure for analysing government revenues, expenditures, investment and financing, ensuring consistency and comparability across countries and over time. This module works through that framework — the transactions GFS records, the fiscal balance (net lending/net borrowing), and how the balance is financed through transactions in financial assets and the net incurrence of liabilities.
The GFSM 2014 analytical framework gives a comprehensive way to analyse government revenues, expenditures, investment and financing — ensuring consistency and comparability across countries and over time.
The framework integrates stocks (the assets and liabilities on the balance sheet at a point in time) with flows (transactions, and other economic flows). Opening balances plus the flows during the period give the closing balances, so the accounts always articulate.
GFS records government transactions in five groups — revenue, expense, the net investment in non-financial assets, and transactions in financial assets and liabilities.
| Transaction type | What is included |
|---|---|
| Revenue | Taxes, social contributions, grants, and other revenue. |
| Expense | Compensation of employees, use of goods and services, interest, subsidies, grants, social benefits, and other expense. |
| Net investment in non-financial assets | Fixed assets, inventories, valuables, and non-produced assets (e.g. infrastructure, machinery). |
| Financial assets (domestic or external) | Monetary gold and SDRs, currency and deposits, debt securities, loans, equity and investment fund shares, insurance/pensions/standardized guarantee schemes, financial derivatives and employee stock options, and other accounts receivable. |
| Liabilities (domestic or external) | SDRs, currency and deposits, debt securities, loans, equity and investment fund shares, insurance/pensions/standardized guarantee schemes, financial derivatives and employee stock options, and other accounts payable. |
Net lending/net borrowing — also known as the fiscal balance — is the difference between a government's total revenue and total expenditure. It shows whether the government is running a surplus (spending less than it receives) or a deficit (spending more than it receives).
In the analytical presentation, revenue less expense gives the net operating balance; subtracting the net investment in non-financial assets gives net lending/net borrowing. That balance is then financed by transactions in financial assets and the net incurrence of liabilities.
The fiscal balance is financed by Transactions in financial assets and Net incurrence of liabilities — for example, drawing down deposits or issuing debt securities and loans.
A persistent fiscal deficit can lead to increased borrowing and rising public debt, potentially resulting in an unsustainable fiscal policy.
What GFS covers — the public sector — where the data comes from, and the classifications that organise it.
GFS covers the public sector. This module sets that boundary — distinguishing general government from public corporations — then shows where GFS data comes from and where to find it, and introduces the main classifications that give GFS its structure: the economic classification of expense, the functional classification (COFOG), and the classification of revenue.
GFS covers the public sector. The public sector is made up of two parts: general government and public corporations.
The detailed breakdown below shows how the subsectors nest within general government and public corporations.
GFS data is compiled from a range of administrative and financial sources within the public sector.
Compiled GFS is published on the EAC Statistics Portal, the websites of the National Statistics Offices of EAC Partner States, and the websites of the Ministry of Finance in each Partner State.
GFS follows a structured classification system to ensure consistency and comparability in reporting.
Putting GFS to work — the fiscal balance, the indicators used in international comparisons, the EAMU convergence ceilings, and net worth.
GFS exists to inform decisions. This module shows how it is used — to read the fiscal position through net lending/net borrowing, to compare countries using standardized indicators, to monitor East African Monetary Union (EAMU) macroeconomic convergence, and to understand the assets, liabilities and net worth of government.
The primary objective of GFS is to provide policymakers, researchers and the public with reliable, consistent information on government financial operations for decision-making, policy analysis and economic monitoring.
It helps in understanding the fiscal position, the economic impact and the sustainability of government operations. In the EAC regional context, fiscal indicators are also used to monitor the level of East African Monetary Union (EAMU) macroeconomic convergence.
Net lending/net borrowing shows whether the government runs a surplus (revenue exceeds expenditure) or a deficit (expenditure exceeds revenue). A persistent fiscal deficit can lead to increased borrowing and rising public debt, potentially resulting in an unsustainable fiscal policy.
GFS enables cross-country comparisons of fiscal performance by applying standardized classifications and reporting frameworks such as the IMF's GFSM 2014.
The fiscal convergence of the East African Monetary Union (EAMU) is monitored through three indicators, each with a convergence ceiling.
GFS distinguishes three building blocks of the government balance sheet.
The net worth of a government is the difference between its total assets (financial and non-financial) and its total liabilities.
Special topics — how GFS treats public debt restructuring and natural resource revenues, and what they mean for sustainability.
This module rounds out the course with two specialised areas and a sustainability lens. It shows how GFS records public debt restructuring, how natural resource revenues are classified by the method of collection, and why distinguishing recurrent from one-off revenues matters for fiscal sustainability.
When a government restructures its public debt — through measures such as extending maturities, lowering interest rates, partial debt forgiveness or writing off debt — GFS records the transactions in specific ways.
| Measure | GFS treatment |
|---|---|
| Debt forgiveness | Recorded as a capital grant (revenue). |
| Debt rescheduling | Reflected as changes in liabilities and interest payments. |
| Debt-for-equity swaps | Treated as a financial transaction affecting both assets and liabilities. |
Revenues from natural resources (e.g. oil, gas, minerals) are classified based on the method of collection.
| Method of collection | What it covers |
|---|---|
| Taxes | On extraction companies — corporate income tax and royalties. |
| Dividends | Received from state-owned resource enterprises. |
| Asset sales | One-off revenues from the sale of natural resource assets. |
Governments are encouraged to separate recurrent revenues (such as taxes and royalties) from one-off revenues (asset sales) to ensure fiscal sustainability.
Across all five modules, GFS connects the pieces — revenues, expenditures, investment, financing, assets and liabilities — into one consistent picture of the fiscal position.
That picture is what makes fiscal sustainability measurable. Net lending/net borrowing reveals whether spending is living within revenue; the balance sheet and net worth show the stock of assets against liabilities; and the EAMU convergence ceilings turn these into shared regional benchmarks. Distinguishing recurrent from one-off revenues keeps the picture honest over time.
GFS supports fiscal transparency, debt sustainability and regional convergence — turning fiscal data into actionable insight for policy and integration across the East African Community.
This assessment has 40 questions in its bank; you will be asked a randomly selected 20, with a 20-minute time limit. The question order and the answer options are shuffled on every attempt, so refreshing or retaking the assessment mixes in new questions. You need 75% to pass and earn your certificate.