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Ghana
Stears Ghanian Cedi Exchange Rate Forecast
Description

The Stears Exchange Rate Forecast predicts quarterly and five-year currency-to-dollar exchange rates, updated monthly.

Methodology

Stears’ Exchange Rate Forecast Model provides quarterly forecasts for seven African currencies (Angola, Ghana, Kenya, Nigeria, Rwanda, South Africa, and Uganda) against the US dollar through 2024. The model establishes a baseline forecast based on inflation differentials between each country and the US, a common theoretical approach for exchange rate predictions. To account for Africa’s unique economic dynamics, including market interventions and volatile policies, we introduce an “analyst premium.” This adjustment, calibrated with historical data and updated monthly based on market conditions, refines forecasts to better reflect short-term market changes. Explore the full methodology here.

Data Sources
Bank of Ghana (BoG), Ghana Statistical Service (GSS)
Ghanian Cedi Exchange Rate Monitor
Description

Official currency of Ghana, managed by the Bank of Ghana

Methodology
Data Sources
Bank of Ghana (BOG)
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Ghana - Stears Inflation Forecast
Description

Stears monthly and annual inflation forecasts

Data Source
Stears, Ghana Statistical Service (GSS)
Ghana - Headline Inflation, Monthly & Quarterly
Description

The overall change in consumer prices for goods and services, measured as a percentage over time.

Data Source
Statbank Ghana
Ghana - Headline Inflation, Annual
Description

The annual change in consumer prices for goods and services, measured as a percentage.

Data Source
NBS (National Bureau of Statistics)
Ghana - Inflation Sub-Indices, Monthly
Description

Monthly price changes for specific consumer categories, focusing on core items (excluding food and energy) and food items.

Data Source
Ghana Statistical Service (GSS)
Ghana - Inflation Differential, Monthly
Description

The difference between a country's inflation rate and the US inflation rate, showing relative price changes over time.

Data Source
Us Bureau of Statistics, Ghana Statistical Service (GSS), Stears
Ghana - Consumer Price Index, Monthly
Description

The average monthly change in prices paid by consumers for goods and services.

Data Source
Ghana Statistical Service (GSS)
Ghana - Consumer Price Index, Annual
Description

The average annual change in prices paid by consumers for goods and services.

Data Sources
World Bank
Ghana - Stears SSA Consumer Readiness Index
Description

The SSA Consumer Readiness Index evaluates Sub-Saharan Africa's consumer markets using indicators like income, electricity access, asset ownership, and formal employment, categorising markets as Emerging, Developing, Maturing, or Advanced.

Methodology

The Stears SSA Consumer Readiness Index evaluates the development of consumer markets across 27 Sub-Saharan African countries. It integrates income levels, electricity access, asset ownership, and formal wage employment indicators. These metrics are normalised, weighted, and aggregated to create a composite score for each country.

Based on their overall scores, countries are divided into four categories: Emerging, Developing, Maturing, and Advanced. Additional demographic and economic data, including life expectancy, median age, inflation, and unemployment rates, are incorporated to enhance the analysis. This framework provides a detailed and systematic assessment of consumer market development. Find out more about the Index here.

Data Sources
World Bank, OurWorldInData, Ceicdata, Nationmaster, Afrobarometer
Ghana - Household Consumption, Annual
Description

Total spending by households and nonprofits on goods and services, measured in both constant 2015 USD and local currency.

Data Source
World Bank
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Ghana - GDP (USD Billion), Annual
Description

Total GDP values in billions of US dollars and annual percentage changes.

Data Sources
International Monetary Fund (IMF)
Ghana - Real GDP (GHS Billion), Quarterly
Description

Total economic output adjusted for inflation, measuring the actual volume of goods and services produced and quarterly percentage changes.

Data Source
Ghana Statistical Service (GSS)
Ghana - Real GDP (GHS Billion), Annual
Description

Total economic output adjusted for inflation, measuring the actual volume of goods and services produced and annual percentage changes.

Data Source
Ghana Statistical Service (GSS)
Ghana - Nominal GDP (GHS Billion), Quarterly
Description

Total economic output and quarterly percentage changes measured at current market prices, without adjusting for inflation.

Data Source
Ghana Statistical Service (GSS)
Ghana - Nominal GDP (GHS Billion), Annual
Description

Total economic output and percentage changes measured at current market prices, without adjusting for inflation.

Data Source
Ghana Statistical Service (GSS)
Ghana - GDP Per Capita, Annual
Description

The data shows GDP per capita values and annual percentage changes.

Data Sources
International Monetary Fund (IMF)
Ghana - Government Expenditure-to-GDP, Annual
Description

Government spending as a percentage of GDP, calculated by dividing total government expenditure by GDP and expressing it as a percentage

Data Source
World Bank
Ghana - Trade-to-GDP , Annual
Description

Total exports and imports of goods and services, expressed as a percentage of GDP

Data Source
World Bank
Ghana - Private Sector Credit-to-GDP, Annual
Description

Domestic credit to the private sector, expressed as a percentage of GDP, includes financial resources like loans, trade credits, and other receivables

Data Source
World Bank
Ghana - GNI (USD Billion), Annual
Description

The total income earned by a country's residents and businesses, including earnings from abroad.

Data Source
World Bank
Ghana - GNI Per Capita, Annual
Description

Average annual income per person in a country, including earnings from both domestic and foreign sources.

Data Source
World Bank
Ghana - Sovereign Credit Ratings
Description

Sovereign credit ratings assess a country's ability to meet long-term foreign currency debt obligations, provided by S&P, Moody's, and Fitch

Methodology
Data Sources
Trading Economics, Fitch Ratings
Ghana - Stock Exchange Market Capitalisation & Equity Index, Monthly
Description

Key stock market indicators including the main index, total market value, and returns, measuring overall market performance.

Data Source
Ghana Stock Exchange (GSE)
Ghana - Foreign Trade, Quarterly
Description

Total value of international trade activity, including imports, exports, and overall trade balance. The data was collected in USD Million and converted to GHS figures using end-of quarter foreign exchange rates.

Data Source
Bank of Ghana (BoG), Stears
Ghana - Foreign Portfolio Investment, Monthly & Quarterly
Description

Net foreign investment in stocks and bonds, measuring the difference between investment inflows and outflows.

Data Source
Bank of Ghana (BoG), Stears
Ghana - Foreign Direct Investment, Annual
Description

Net foreign investment into the country, measuring new investments minus withdrawals, expressed as a percentage of GDP

Data Source
World Bank
Ghana - Total Banking Sector Non Performing Loans Ratio, Annual
Description

Measures the percentage of bank loans in default or significant payment delay relative to the total loan portfolio, indicating asset quality

Data Source
World Bank
Ghana - Purchasing Managers' Index, Monthly
Description

A monthly measure of private sector activity across six key business metrics: output, new orders, inventories, employment, business confidence, and supplier delivery time, where values above 50 show growth and below 50 indicate decline.

Methodology
Data Sources
Trading Economics
Ghana - Current Account Balance, Annual
Description

The difference between a country's income from foreign sources and payments to foreign recipients, including trade, services, and transfers.

Data Source
International Monetary Fund (IMF)
Ghana - Budget Balance, Annual
Description

The difference between government revenue and spending, showing either a surplus or deficit in public finances.

Data Source
World Bank
Ghana - Manufacturing Value Added, Annual
Description

The manufacturing sector's contribution to economic output (GDP), measured in value terms and as a percentage share.

Data Source
World Bank
Ghana - Industry Value Added, Annual
Description

The industrial sector's contribution to economic output (GDP), including mining, manufacturing, construction, and utilities.

Data Source
World Bank
Ghana - Formal Employment by Gender, Annual
Description

The share of employment by gender, with breakdowns for male and female workers, reflecting employees in paid jobs with defined contracts

Data Source
World Bank
Ghana - Vulnerable Employment by Gender, Annual
Description

The percentage of total employment by gender in unstable jobs, including self-employed individuals without employees and unpaid family workers.

Data Source
World Bank
Ghana - Unemployment Rate, Quarterly
Description

Measures the number of people actively looking for a job as a percentage of the labour force.

Data Source
Ghana Statistical Service (GSS), International Monetary Fund (IMF) Trading Economics
Ghana - Unemployment by Gender Rate, Annual
Description

Unemployment rate, defined as the share of the labour force without work but available for and seeking employment, based on standard international definitions

Data Source
World Bank
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Ghana - Population by Age Group, Annual
Description

Total population broken down by age groups, showing demographic distribution.

Data Sources
UN World Population Prospects 2024
Ghana - Population Growth Rate, Annual
Description

The annual percentage change in total population size.

Data Source
Our World In Data
Ghana - Stears SSA Financial Inclusion Index
Description

The SSA Financial Inclusion Index assesses financial service depth in Sub-Saharan Africa using metrics like formal borrowing, account ownership, and mobile banking usage, highlighting market development and growth opportunities.

Methodology

The Stears SSA Financial Inclusion Index examines digital financial service adoption across 18 Sub-Saharan African countries using data from the World Bank’s Global Findex survey. It integrates account ownership, formal borrowing, and digital banking indicators. These metrics are normalised, weighted, and aggregated into a composite score. Countries are classified into four categories: Emerging, Developing, Maturing, and Advanced. The index incorporates nationally representative data to ensure consistency and comparability across countries. Trends are tracked using normalised metrics, enabling detailed analysis of digital financial service adoption. Find out more about the Index here.

Data Sources
Global Findex Database
Ghana - Debt-to-GDP, Annual
Description

The ratio of total government debt to economic output (GDP), indicating a country's ability to pay its debt

Data Source
World Bank
Ghana - External Debt-to-GDP, Annual
Description

External debt owed expressed as a percentage of annual real GDP

Data Source
International Monetary Fund (IMF), Debt Management Office, Stears
Ghana - Debt Service-to-GNI, Annual
Description

The share of national income used to pay interest and principal on debt obligations.

Data Source
World Bank
Ghana - Public Debt, Annual
Description

Total public debt includes long-term debt, IMF credit, and short-term debt with a maturity of one year or less, reported in USD billions.

Data Source
World Bank
Ghana - Short Term Debt, Annual
Description

Government debt obligations due within one year, measured in US dollars and as shares of external debt and reserves.

Data Source
International Monetary Fund (IMF), Debt Management Office, Stears
Ghana - Government Revenue-to-GDP, Annual
Description

Total government income from all sources, expressed as a percentage of economic output (GDP).

Data Source
International Monetary Fund (IMF)
Ghana - Tax Revenue-to-GDP, Annual
Description

Total tax collected by the government expressed as a percentage of economic output (GDP)

Data Source
World Bank
Ghana - Foreign Exchange Reserve, Monthly & Quarterly
Description

Foreign currency and assets held by the central bank, used to meet international payment obligations and support monetary policy

Data Source
Bank of Ghana (BoG)
Ghana - Money Supply, Monthly
Description

The monthly total amount of money in circulation, including cash, bank deposits, and easily convertible financial assets.

Data Source
Statsbank Ghana
Ghana - Money Supply, Annual
Description

The annual total amount of money in circulation, including cash, bank deposits, and easily convertible financial assets.

Data Source
World Bank
Ghana - Inbound Remittances, Annual
Description

Money transferred by people working and living abroad to their families in their home countries, measured as total inbound transfers.

Data Source
World Bank
Ghana - Mobile Coverage Rate, Annual
Description

The number of active SIM cards or mobile lines per 100 people

Data Sources
World Bank
Ghana - Internet Penetration, Annual
Description

The percentage of the population with access to internet services.

Data Sources
World Bank
Ghana - Electrification Rate, Annual
Description

The percentage of population with electricity access, broken down by urban and rural areas.

Data Sources
World Bank
Ghana - Commercial Banks Borrowers Rate, Annual
Description

The number of commercial bank loan accounts per 1,000 adults, calculated by dividing total borrowers by the adult population.

Data Sources
World Bank
Ghana - ATMs Distribution, Annual
Description

The number of ATMs per 100,000 individuals, reflecting the accessibility of banking services.

Data Source
World Bank
Ghana - Bank Account Ownership by Gender, Triennial
Description

Financial institution account usage among individuals aged 15 and above, segmented by gender.

Data Source
Global Findex Database
Ghana - Digital Payment Trends, Triennial
Description

Digital payment trends and behaviours among individuals aged 15 and above.

Data Source
Global Findex Database
Description

Saving behaviours across different sources among adults aged 15 and above.

Data Source
Global Findex Database
Description

Borrowing behaviours across different sources among adults aged 15 and above.

Data Source
Global Findex Database
Ghana -  Life Expectancy at Birth, Annual
Description

The average years a newborn is expected to live under current mortality rates.

Data Source
World Bank
Ghana - Primary Education Enrolment, Annual
Description

The share of primary school-age children enrolled in public and private schools, broken down by gender

Data Source
World Bank
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Ghana - Tariff Rates, Annual
Description

The taxes applied on imported goods, calculated as weighted (by import value) or simple averages, indicating trade barriers between countries.

Data Sources
World Bank based on data from the World Integrated Trade Solution platform
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Ghana - Monetary Policy Rate, Monthly
Description

The key interest rate set by the central bank to influence lending costs, credit growth, and overall economic activity.

Methodology
Data Sources
Bank of Ghana (BOG)
Ghana - Prime Lending Rate, Monthly
Description

The base interest rate banks charge their most creditworthy corporate borrowers, serving as a benchmark for other lending rates

Methodology

The World Bank offers an open data bank encompassing macroeconomic, social, fiscal and health statistics sourced from national authorities across the globe. Further details regarding this methodology can be found on the World Bank's methodology page: https://datahelpdesk.worldbank.org/knowledgebase/topics/19373-data-compilation-methodology

In the Stears dataset cleaning process, we specifically extracted data concerning mobile phone subscriptions, ATMs distribution and internet penetration across African countries. This enabled us to enhance our insights into financial inclusion and access to formal and informal financial services across the African nations.

Data Source
Bank of Ghana
Ghana - Interest on Deposits, Annual
Description

The average rate banks pay customers for keeping money in their deposit accounts, varying by account type.

Data Sources
World Bank
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