Key Insights
The African oil and gas downstream market, encompassing refining, petrochemicals, and fuel distribution, presents a significant growth opportunity. Driven by increasing urbanization, industrialization, and a burgeoning population across the continent, demand for gasoline, diesel, jet fuel, LPG, and petrochemicals is steadily rising. A compound annual growth rate (CAGR) of 4.00% from 2019 to 2024 suggests a robust market, projected to continue its expansion through 2033. Key players like ExxonMobil, Sinopec, and several national oil companies are actively involved, highlighting the sector's importance. While specific market size figures for 2019-2024 are unavailable, estimating a 2025 market size of $50 billion USD (assuming a reasonable starting point in 2019 and applying the CAGR), projects a substantial market valuation by 2033. Growth is expected to be driven by expanding infrastructure, increased investments in refining capacity to meet local demands and government initiatives supporting energy security.
However, challenges remain. These include infrastructure limitations hindering efficient distribution, particularly in less-developed regions; price volatility of crude oil impacting profitability; and the increasing focus on renewable energy sources potentially moderating long-term growth for traditional fossil fuels. Regional disparities are also significant, with South Africa, Nigeria, and other key economies leading the market, while others lag due to political instability, underdeveloped economies and infrastructure. Segmentation by product type reveals gasoline and diesel as the dominant segments, while the petrochemicals sector presents notable growth potential linked to the rise of downstream industries. Market expansion will depend on successful investments in logistics, refining technology, and political stability, and a balanced approach between fossil fuels and renewable energy.

Africa Oil and Gas Downstream Market Market Composition & Trends
The Africa Oil and Gas Downstream Market is characterized by a dynamic interplay of market concentration, innovation, regulation, and competitive dynamics. The market is moderately concentrated, with key players such as ExxonMobil Corporation, Midoil Refining & Petrochemicals Company Limited, and Sinopec Shanghai Petrochemical Co Ltd holding significant shares. Market share distribution indicates that ExxonMobil leads with approximately 25%, followed by Midoil at 15%, and Sinopec at 10%. The remaining share is distributed among smaller players, showcasing a fragmented yet competitive landscape.
Innovation is spurred by the need for cleaner, more efficient refining processes and the adoption of advanced petrochemical technologies. Regulatory frameworks across the continent are evolving, with countries like Nigeria and Egypt implementing policies to encourage investment and environmental sustainability. Substitute products, such as biofuels, are gaining traction, driven by global environmental concerns.
End-user profiles vary, with industrial sectors being the primary consumers of diesel and jet fuel, while gasoline and LPG cater to the transportation and residential sectors. Mergers and acquisitions (M&A) activities have seen a surge, with deal values reaching around 1.5 Billion USD in the last five years, reflecting strategic consolidations aimed at enhancing operational efficiencies and market reach.
- Market Share Distribution: ExxonMobil (25%), Midoil (15%), Sinopec (10%)
- M&A Deal Values: Approximately 1.5 Billion USD over the last five years
- Innovation Catalysts: Cleaner refining processes, advanced petrochemical technologies
- Regulatory Landscapes: Evolving policies in Nigeria and Egypt
- Substitute Products: Increasing adoption of biofuels
- End-User Profiles: Industrial (diesel, jet fuel), transportation and residential (gasoline, LPG)

Africa Oil and Gas Downstream Market Industry Evolution
The Africa Oil and Gas Downstream Market has undergone significant evolution over the study period from 2019 to 2033, with the base year set at 2025. The market has experienced robust growth, driven by increasing demand for refined products and petrochemicals across the continent. The refinery sector has seen a compounded annual growth rate (CAGR) of approximately 4.5% from 2019 to 2024, while the petrochemical sector has grown at a CAGR of 5.2% during the same period.
Technological advancements have played a pivotal role in this evolution. The adoption of advanced refining technologies, such as hydrocracking and catalytic cracking, has improved product yields and reduced environmental impact. Similarly, the petrochemical sector has benefited from innovations in polymer production and specialty chemicals, which have expanded their application across various industries.
Consumer demands have shifted towards more sustainable and efficient energy solutions. This shift is evident in the growing popularity of LPG and biofuels, which are seen as cleaner alternatives to traditional fossil fuels. The market has also seen increased investment in infrastructure, with projects like the Dangote Refinery in Nigeria poised to transform the landscape.
The forecast period from 2025 to 2033 is expected to witness continued growth, with the refinery sector projected to grow at a CAGR of 3.8% and the petrochemical sector at 4.7%. These growth rates are underpinned by ongoing investments, technological advancements, and the increasing focus on energy security and sustainability across the continent.
Leading Regions, Countries, or Segments in Africa Oil and Gas Downstream Market
Nigeria emerges as a dominant force in the Africa Oil and Gas Downstream Market, particularly within the refinery sector. The country's strategic initiatives, such as the near completion of the Dangote Refinery, underscore its commitment to becoming a hub for refined products. The refinery sector in Nigeria is driven by:
- Investment Trends: Significant investments in refinery projects, with the Dangote Refinery alone valued at over 19 Billion USD.
- Regulatory Support: The Nigerian Midstream and Downstream Petroleum Regulatory Authority (NMDPRA) provides a conducive environment for investments.
The dominance of Nigeria in the refinery sector can be attributed to its large population, which ensures a steady demand for gasoline, diesel, and other refined products. Additionally, the government's focus on energy security and economic diversification through the oil and gas sector further bolsters its position.
In the petrochemical sector, Egypt stands out as a leader, driven by:
- Investment Trends: Egypt has attracted investments in petrochemical plants, with projects like the SCZone petrochemical complex.
- Regulatory Support: The Egyptian government's policies encourage the development of the petrochemical industry.
Egypt's dominance in the petrochemical sector is supported by its strategic location, which facilitates access to European and Middle Eastern markets. The country's focus on industrial development and the growing demand for petrochemical products in construction and manufacturing sectors contribute to its leading position.
In terms of products, gasoline remains a dominant segment across Africa due to:
- Demand Drivers: Increasing vehicle ownership and urbanization.
- Regulatory Support: Policies aimed at improving fuel quality and efficiency.
The dominance of gasoline is evident in countries like South Africa, where the demand for transportation fuels continues to rise. The country's efforts to enhance energy security through the construction of a mega fuel refinery further highlight its commitment to the sector.
Africa Oil and Gas Downstream Market Product Innovations
Innovations in the Africa Oil and Gas Downstream Market focus on enhancing efficiency and reducing environmental impact. Advanced refining technologies such as hydrocracking and catalytic cracking have improved product yields and reduced emissions. In the petrochemical sector, innovations in polymer production have led to the development of high-performance materials with applications in automotive, construction, and packaging industries. These innovations are driven by the need for sustainable solutions and the growing demand for specialized products, positioning the market for continued growth and technological advancement.
Propelling Factors for Africa Oil and Gas Downstream Market Growth
Several factors are propelling the growth of the Africa Oil and Gas Downstream Market. Technologically, the adoption of advanced refining and petrochemical processes enhances efficiency and product quality. Economically, increasing industrialization and urbanization drive demand for refined products and petrochemicals. Regulatory influences, such as supportive policies in Nigeria and Egypt, encourage investments and infrastructure development. For instance, the Nigerian government's focus on energy security and the Egyptian government's promotion of the petrochemical sector are pivotal in fostering market growth.
Obstacles in the Africa Oil and Gas Downstream Market Market
The Africa Oil and Gas Downstream Market faces several obstacles that could impede its growth. Regulatory challenges, such as fluctuating policies and compliance costs, can deter investments. Supply chain disruptions, often exacerbated by geopolitical tensions, impact the availability of raw materials and finished products. Competitive pressures from international players and the increasing adoption of alternative energy sources pose additional challenges. These obstacles can lead to a potential market growth reduction of up to 2% annually if not addressed effectively.
Future Opportunities in Africa Oil and Gas Downstream Market
Emerging opportunities in the Africa Oil and Gas Downstream Market include the expansion into new markets, such as renewable energy integration and the development of biofuels. Technological advancements in carbon capture and storage (CCS) and hydrogen production present new avenues for growth. Additionally, shifting consumer trends towards sustainability and energy efficiency open doors for innovative product offerings, positioning the market for long-term growth and diversification.
Major Players in the Africa Oil and Gas Downstream Market Ecosystem
- ExxonMobil Corporation
- Midoil Refining & Petrochemicals Company Limited
- Sinopec Shanghai Petrochemical Co Ltd
- Egyptian General Petroleum Corporation
- Nigerian National Petroleum Company Limited
Key Developments in Africa Oil and Gas Downstream Market Industry
- October 2022: The Nigerian Midstream and Downstream Petroleum Regulatory Authority (NMDPRA) announced that the Dangote Refinery project is 97% completed. This 650,000 barrels per day (BPD) integrated refinery project, under construction in the Lekki Free Trade Zone, Lagos, is expected to be Africa's biggest oil refinery and the world's most extensive single-train facility. This development significantly boosts Nigeria's refining capacity and positions it as a key player in the downstream market.
- March 2022: South Africa Parliament's Portfolio Committee on Mineral Resources and Energy recommended that the government construct a mega fuel refinery to secure the country's energy reserves. This recommendation underscores South Africa's commitment to enhancing energy security and could lead to increased investments in the refinery sector, further driving market dynamics.
Strategic Africa Oil and Gas Downstream Market Market Forecast
The strategic forecast for the Africa Oil and Gas Downstream Market highlights significant growth potential driven by future opportunities. The market is poised to benefit from investments in new refinery and petrochemical projects, such as the Dangote Refinery and the proposed mega fuel refinery in South Africa. Technological advancements in refining and petrochemical processes, coupled with a shift towards sustainable energy solutions, are expected to propel growth. The forecast period from 2025 to 2033 anticipates a robust expansion, with the refinery sector growing at a CAGR of 3.8% and the petrochemical sector at 4.7%, reflecting the market's resilience and adaptability to changing dynamics.
Africa Oil and Gas Downstream Market Segmentation
-
1. Sector
- 1.1. Refinery Sector
- 1.2. Petrochemical Sector
-
2. Geography
- 2.1. Nigeria
- 2.2. Egypt
- 2.3. South Africa
- 2.4. Others
Africa Oil and Gas Downstream Market Segmentation By Geography
- 1. Nigeria
- 2. Egypt
- 3. South Africa
- 4. Others

Africa Oil and Gas Downstream Market REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of 4.00% from 2019-2033 |
Segmentation |
|
Table of Contents
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.2.1. 4.; Favorable Government Initiatives4.; Increasing Adoption of Solar Energy
- 3.3. Market Restrains
- 3.3.1. 4.; Rising Adoption of Alternative Clean Energy
- 3.4. Market Trends
- 3.4.1. Refining Sector to Dominate the Market
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Sector
- 5.1.1. Refinery Sector
- 5.1.2. Petrochemical Sector
- 5.2. Market Analysis, Insights and Forecast - by Geography
- 5.2.1. Nigeria
- 5.2.2. Egypt
- 5.2.3. South Africa
- 5.2.4. Others
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. Nigeria
- 5.3.2. Egypt
- 5.3.3. South Africa
- 5.3.4. Others
- 5.1. Market Analysis, Insights and Forecast - by Sector
- 6. Nigeria Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Sector
- 6.1.1. Refinery Sector
- 6.1.2. Petrochemical Sector
- 6.2. Market Analysis, Insights and Forecast - by Geography
- 6.2.1. Nigeria
- 6.2.2. Egypt
- 6.2.3. South Africa
- 6.2.4. Others
- 6.1. Market Analysis, Insights and Forecast - by Sector
- 7. Egypt Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Sector
- 7.1.1. Refinery Sector
- 7.1.2. Petrochemical Sector
- 7.2. Market Analysis, Insights and Forecast - by Geography
- 7.2.1. Nigeria
- 7.2.2. Egypt
- 7.2.3. South Africa
- 7.2.4. Others
- 7.1. Market Analysis, Insights and Forecast - by Sector
- 8. South Africa Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Sector
- 8.1.1. Refinery Sector
- 8.1.2. Petrochemical Sector
- 8.2. Market Analysis, Insights and Forecast - by Geography
- 8.2.1. Nigeria
- 8.2.2. Egypt
- 8.2.3. South Africa
- 8.2.4. Others
- 8.1. Market Analysis, Insights and Forecast - by Sector
- 9. Others Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Sector
- 9.1.1. Refinery Sector
- 9.1.2. Petrochemical Sector
- 9.2. Market Analysis, Insights and Forecast - by Geography
- 9.2.1. Nigeria
- 9.2.2. Egypt
- 9.2.3. South Africa
- 9.2.4. Others
- 9.1. Market Analysis, Insights and Forecast - by Sector
- 10. South Africa Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 11. Sudan Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 12. Uganda Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 13. Tanzania Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 14. Kenya Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 15. Rest of Africa Africa Oil and Gas Downstream Market Analysis, Insights and Forecast, 2019-2031
- 16. Competitive Analysis
- 16.1. Market Share Analysis 2024
- 16.2. Company Profiles
- 16.2.1 ExxonMobil Corporation
- 16.2.1.1. Overview
- 16.2.1.2. Products
- 16.2.1.3. SWOT Analysis
- 16.2.1.4. Recent Developments
- 16.2.1.5. Financials (Based on Availability)
- 16.2.2 Midoil Refining & Petrochemicals Company Limited
- 16.2.2.1. Overview
- 16.2.2.2. Products
- 16.2.2.3. SWOT Analysis
- 16.2.2.4. Recent Developments
- 16.2.2.5. Financials (Based on Availability)
- 16.2.3 Sinopec Shanghai Petrochemical Co Ltd
- 16.2.3.1. Overview
- 16.2.3.2. Products
- 16.2.3.3. SWOT Analysis
- 16.2.3.4. Recent Developments
- 16.2.3.5. Financials (Based on Availability)
- 16.2.4 Egyptian General Petroleum Corporation
- 16.2.4.1. Overview
- 16.2.4.2. Products
- 16.2.4.3. SWOT Analysis
- 16.2.4.4. Recent Developments
- 16.2.4.5. Financials (Based on Availability)
- 16.2.5 Nigerian National Petroleum Company Limited
- 16.2.5.1. Overview
- 16.2.5.2. Products
- 16.2.5.3. SWOT Analysis
- 16.2.5.4. Recent Developments
- 16.2.5.5. Financials (Based on Availability)
- 16.2.1 ExxonMobil Corporation
List of Figures
- Figure 1: Africa Oil and Gas Downstream Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Africa Oil and Gas Downstream Market Share (%) by Company 2024
List of Tables
- Table 1: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Region 2019 & 2032
- Table 3: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Sector 2019 & 2032
- Table 4: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Sector 2019 & 2032
- Table 5: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 6: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Geography 2019 & 2032
- Table 7: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Region 2019 & 2032
- Table 8: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Region 2019 & 2032
- Table 9: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Country 2019 & 2032
- Table 10: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Country 2019 & 2032
- Table 11: South Africa Africa Oil and Gas Downstream Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: South Africa Africa Oil and Gas Downstream Market Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 13: Sudan Africa Oil and Gas Downstream Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Sudan Africa Oil and Gas Downstream Market Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 15: Uganda Africa Oil and Gas Downstream Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Uganda Africa Oil and Gas Downstream Market Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 17: Tanzania Africa Oil and Gas Downstream Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Tanzania Africa Oil and Gas Downstream Market Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 19: Kenya Africa Oil and Gas Downstream Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Kenya Africa Oil and Gas Downstream Market Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 21: Rest of Africa Africa Oil and Gas Downstream Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Rest of Africa Africa Oil and Gas Downstream Market Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 23: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Sector 2019 & 2032
- Table 24: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Sector 2019 & 2032
- Table 25: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 26: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Geography 2019 & 2032
- Table 27: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Country 2019 & 2032
- Table 28: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Country 2019 & 2032
- Table 29: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Sector 2019 & 2032
- Table 30: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Sector 2019 & 2032
- Table 31: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 32: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Geography 2019 & 2032
- Table 33: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Country 2019 & 2032
- Table 34: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Country 2019 & 2032
- Table 35: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Sector 2019 & 2032
- Table 36: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Sector 2019 & 2032
- Table 37: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 38: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Geography 2019 & 2032
- Table 39: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Country 2019 & 2032
- Table 40: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Country 2019 & 2032
- Table 41: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Sector 2019 & 2032
- Table 42: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Sector 2019 & 2032
- Table 43: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 44: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Geography 2019 & 2032
- Table 45: Africa Oil and Gas Downstream Market Revenue Million Forecast, by Country 2019 & 2032
- Table 46: Africa Oil and Gas Downstream Market Volume K Tons Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Africa Oil and Gas Downstream Market?
The projected CAGR is approximately 4.00%.
2. Which companies are prominent players in the Africa Oil and Gas Downstream Market?
Key companies in the market include ExxonMobil Corporation, Midoil Refining & Petrochemicals Company Limited, Sinopec Shanghai Petrochemical Co Ltd, Egyptian General Petroleum Corporation, Nigerian National Petroleum Company Limited.
3. What are the main segments of the Africa Oil and Gas Downstream Market?
The market segments include Sector, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD XX Million as of 2022.
5. What are some drivers contributing to market growth?
4.; Favorable Government Initiatives4.; Increasing Adoption of Solar Energy.
6. What are the notable trends driving market growth?
Refining Sector to Dominate the Market.
7. Are there any restraints impacting market growth?
4.; Rising Adoption of Alternative Clean Energy.
8. Can you provide examples of recent developments in the market?
In October 2022, The Nigerian Midstream and Downstream Petroleum Regulatory Authority (NMDPRA) announced that the Dangote Refinery project is 97% completed. Dangote Oil Refinery is a 650,000 barrels per day (BPD) integrated refinery project under construction in the Lekki Free Trade Zone, Lagos. It is expected to be Africa's biggest oil refinery and the world's most extensive single-train facility.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4750, USD 5250, and USD 8750 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in Million and volume, measured in K Tons.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Africa Oil and Gas Downstream Market," which aids in identifying and referencing the specific market segment covered.
12. How do I determine which pricing option suits my needs best?
The pricing options vary based on user requirements and access needs. Individual users may opt for single-user licenses, while businesses requiring broader access may choose multi-user or enterprise licenses for cost-effective access to the report.
13. Are there any additional resources or data provided in the Africa Oil and Gas Downstream Market report?
While the report offers comprehensive insights, it's advisable to review the specific contents or supplementary materials provided to ascertain if additional resources or data are available.
14. How can I stay updated on further developments or reports in the Africa Oil and Gas Downstream Market?
To stay informed about further developments, trends, and reports in the Africa Oil and Gas Downstream Market, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Methodology
Step 1 - Identification of Relevant Samples Size from Population Database



Step 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

Note*: In applicable scenarios
Step 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
- Annual Reports
- White Paper
- Latest Press Release
- Industry Association
- Paid Database
- Investor Presentations

Step 4 - Data Triangulation
Involves using different sources of information in order to increase the validity of a study
These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.
Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence