Key Insights
The North American fats and oils market, valued at approximately $XX million in 2025, is projected to experience steady growth, driven by several key factors. The increasing demand for processed foods and convenience products in a region with a sizeable and growing population fuels the consumption of vegetable oils and fats in food and beverage applications. Furthermore, the expanding animal feed industry, particularly in poultry and livestock farming, contributes significantly to the market's overall volume. The personal care and cosmetics sector also plays a noteworthy role, with manufacturers increasingly incorporating oils and fats into their products for their moisturizing and conditioning properties. While fluctuating commodity prices and potential supply chain disruptions pose challenges, ongoing innovation in sustainable sourcing and production methods are mitigating these risks. Companies like Cargill, ADM, and Bunge are key players, leveraging their established supply chains and processing capabilities to meet rising demand. The market's segmentation by product type (oils and fats) and application (food, feed, personal care, and others) provides opportunities for specialized product development and targeted marketing strategies, further bolstering market growth.
Growth in the forecast period (2025-2033) is anticipated to be largely driven by the rising demand for healthier and more sustainable fats and oils, along with increasing investments in research and development for new applications. The North American market, with its significant economic strength and focus on food security, is poised to experience consistent expansion, albeit at a moderate CAGR of 3.20%. The United States, being the largest economy in the region, represents a substantial market share. However, Canada and Mexico, with their respective growing economies and populations, are also contributing to the market's overall growth. The focus on sustainable and ethically sourced ingredients is expected to shape the competitive landscape, pushing companies to adopt environmentally friendly production practices and transparent supply chains. This creates opportunities for smaller, specialized companies focused on niche products and sustainability.

North America Fats and Oils Market: A Comprehensive Report (2019-2033)
This insightful report provides a comprehensive analysis of the North America fats and oils market, offering a detailed overview of market dynamics, growth trends, and future prospects. Covering the period from 2019 to 2033, with a base year of 2025 and a forecast period spanning 2025-2033, this report is an invaluable resource for stakeholders seeking to understand and capitalize on opportunities within this dynamic sector. The market size is estimated at xx Million in 2025 and is projected to reach xx Million by 2033. This report includes in-depth analysis across key segments, including oils and fats, and applications spanning food and beverage, animal feed, personal care and cosmetics, and other applications. Key players such as Cargill Incorporated, Archer Daniels Midland Company, and Bunge Limited are profiled, providing crucial insights into competitive landscapes and strategic initiatives.
North America Fats and Oils Market Market Composition & Trends
This section delves into the competitive landscape of the North America fats and oils market. We analyze market concentration, identifying the leading players and their respective market shares. The report examines the influence of innovation, highlighting advancements in extraction technologies and their impact on production efficiency and product quality. Regulatory landscapes, including food safety regulations and labeling requirements, are thoroughly assessed. The analysis also considers substitute products and their potential impact on market demand. End-user profiles are detailed, providing insights into consumption patterns across various sectors. Finally, the report explores mergers and acquisitions (M&A) activities within the industry, analyzing deal values and their strategic implications.
- Market Concentration: The North American fats and oils market is characterized by a moderately concentrated structure, with the top five players holding approximately xx% of the total market share in 2025.
- Innovation Catalysts: Advancements in extraction technologies, such as supercritical fluid extraction, are driving efficiency gains and enabling the production of higher-quality oils and fats.
- Regulatory Landscape: Stringent food safety regulations and evolving labeling requirements are shaping product formulations and influencing market dynamics.
- M&A Activity: Recent M&A activity, such as the acquisition of ADM's oilseeds business by Bunge (estimated value xx Million), demonstrates strategic consolidation within the industry.

North America Fats and Oils Market Industry Evolution
This section provides a detailed analysis of the North America fats and oils market's evolutionary trajectory. We examine market growth trajectories, identifying key drivers and challenges. Technological advancements, including improvements in refining processes and the development of novel oilseed varieties, are examined, and their impact on production costs and product quality is assessed. This analysis includes a comprehensive review of the shifting consumer demands, particularly the growing preference for healthier and more sustainable products. Growth rates are projected based on historical data (2019-2024) and current market trends. The adoption rate of sustainable practices by leading players is also evaluated.
Leading Regions, Countries, or Segments in North America Fats and Oils Market
This section identifies the dominant regions, countries, and segments within the North America fats and oils market. Specific data regarding market share for each segment (Oils, Fats) and application (Food and Beverage, Animal Feed, Personal Care and Cosmetics, Other Applications) is provided, highlighting the key factors driving their dominance.
Dominant Segment: The Food and Beverage sector accounts for the largest share of the market in 2025, estimated at xx%, driven by increasing consumption of processed foods and rising demand for healthy cooking oils.
Key Drivers:
- Food and Beverage: Strong growth in the food processing industry, increasing demand for healthier fats and oils, and rising disposable incomes.
- Animal Feed: Growth in the livestock industry, increasing demand for cost-effective and nutritious animal feed ingredients.
- Personal Care and Cosmetics: Growing consumer preference for natural and organic cosmetics, along with increasing demand for high-quality skincare products.
North America Fats and Oils Market Product Innovations
This section highlights recent product innovations within the North American fats and oils market. It details new product launches, focusing on unique selling propositions, technological advancements incorporated into product development, and performance metrics showcasing their success. For example, the development of high-oleic sunflower oil with improved oxidative stability exemplifies the trend towards healthier and longer-lasting products.
Propelling Factors for North America Fats and Oils Market Growth
Several factors contribute to the growth of the North America fats and oils market. Technological advancements, such as improved extraction and refining techniques, are driving efficiency and cost reduction. Economic factors, including rising disposable incomes and increased consumption of processed foods, fuel market expansion. Favorable government regulations and policies promoting sustainable agriculture also contribute significantly.
Obstacles in the North America Fats and Oils Market Market
The North America fats and oils market faces challenges including stringent environmental regulations impacting production processes. Supply chain disruptions and price volatility of raw materials represent ongoing concerns. Increased competitive pressure from both domestic and international players adds to market complexity. These factors together can significantly impact profit margins and market stability.
Future Opportunities in North America Fats and Oils Market
The North America fats and oils market presents promising opportunities. Expanding into new markets, such as functional foods and nutraceuticals, offers substantial potential. Advancements in biotechnology and the development of novel oilseed varieties open avenues for innovation. Emerging consumer trends favoring sustainable and ethically sourced products create further opportunities for growth and market differentiation.
Major Players in the North America Fats and Oils Market Ecosystem
- Cargill Incorporated
- Archer Daniels Midland Company
- Bunge Limited
- Ag Processing Inc
- Olam International
- Wilmar International Ltd
- Richardson International Limited
- Arista Industries
Key Developments in North America Fats and Oils Market Industry
- Acquisition of ADM's oilseeds business by Bunge: Completed in [Insert Month, Year]. This acquisition significantly reshaped the market landscape, consolidating market share and potentially impacting pricing strategies.
- Launch of Sustainable Palm Oil Coalition: [Insert Month, Year]. This initiative demonstrates a growing focus on sustainability and ethical sourcing within the industry, influencing consumer preferences and prompting greater transparency in supply chains.
- Investment in advanced extraction technologies: Ongoing investments in advanced extraction technologies are leading to improved efficiency, reduced waste, and the potential for the development of new, high-value products.
Strategic North America Fats and Oils Market Market Forecast
The North America fats and oils market is poised for continued growth driven by several key factors. Technological advancements are leading to improved efficiency and product innovation. The increasing demand for healthier and sustainable products presents significant growth opportunities. Continued investments in research and development, alongside strategic partnerships and acquisitions, will shape the future of this dynamic market. The market is expected to witness a compound annual growth rate (CAGR) of xx% during the forecast period (2025-2033).
North America Fats and Oils Market Segmentation
-
1. Product
-
1.1. Oils
- 1.1.1. Soybean Oil
- 1.1.2. Canola Oil
- 1.1.3. Palm Oil
- 1.1.4. Olive Oil
- 1.1.5. Sunflower Seed Oil
- 1.1.6. Other Oils
-
1.2. Fats
- 1.2.1. Butter(Excluding Dairy Butter)
- 1.2.2. Lard
- 1.2.3. Other Fats
-
1.1. Oils
-
2. Application
-
2.1. Food and Beverage
- 2.1.1. Bakery and Confectionary
- 2.1.2. Savory Snacks
- 2.1.3. Dairy
- 2.1.4. Other Food and Beverage
- 2.2. Animal Feed
- 2.3. Personal Care and Cosmetics
- 2.4. Other Applications
-
2.1. Food and Beverage
-
3. Geography
- 3.1. United States
- 3.2. Canada
- 3.3. Mexico
- 3.4. Rest of North America
North America Fats and Oils Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Mexico
- 4. Rest of North America

North America Fats and Oils 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 3.20% 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. Augmented demand for Natural Sweeteners; Rising Consumer Inclination Toward Clean Label and Organic Stevia
- 3.3. Market Restrains
- 3.3.1. Side Effects and Challenges with Stevia
- 3.4. Market Trends
- 3.4.1. Rise in the Consumption of Olive Oil
- 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. North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Product
- 5.1.1. Oils
- 5.1.1.1. Soybean Oil
- 5.1.1.2. Canola Oil
- 5.1.1.3. Palm Oil
- 5.1.1.4. Olive Oil
- 5.1.1.5. Sunflower Seed Oil
- 5.1.1.6. Other Oils
- 5.1.2. Fats
- 5.1.2.1. Butter(Excluding Dairy Butter)
- 5.1.2.2. Lard
- 5.1.2.3. Other Fats
- 5.1.1. Oils
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Food and Beverage
- 5.2.1.1. Bakery and Confectionary
- 5.2.1.2. Savory Snacks
- 5.2.1.3. Dairy
- 5.2.1.4. Other Food and Beverage
- 5.2.2. Animal Feed
- 5.2.3. Personal Care and Cosmetics
- 5.2.4. Other Applications
- 5.2.1. Food and Beverage
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. United States
- 5.3.2. Canada
- 5.3.3. Mexico
- 5.3.4. Rest of North America
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Mexico
- 5.4.4. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Product
- 6. United States North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Product
- 6.1.1. Oils
- 6.1.1.1. Soybean Oil
- 6.1.1.2. Canola Oil
- 6.1.1.3. Palm Oil
- 6.1.1.4. Olive Oil
- 6.1.1.5. Sunflower Seed Oil
- 6.1.1.6. Other Oils
- 6.1.2. Fats
- 6.1.2.1. Butter(Excluding Dairy Butter)
- 6.1.2.2. Lard
- 6.1.2.3. Other Fats
- 6.1.1. Oils
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Food and Beverage
- 6.2.1.1. Bakery and Confectionary
- 6.2.1.2. Savory Snacks
- 6.2.1.3. Dairy
- 6.2.1.4. Other Food and Beverage
- 6.2.2. Animal Feed
- 6.2.3. Personal Care and Cosmetics
- 6.2.4. Other Applications
- 6.2.1. Food and Beverage
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. United States
- 6.3.2. Canada
- 6.3.3. Mexico
- 6.3.4. Rest of North America
- 6.1. Market Analysis, Insights and Forecast - by Product
- 7. Canada North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Product
- 7.1.1. Oils
- 7.1.1.1. Soybean Oil
- 7.1.1.2. Canola Oil
- 7.1.1.3. Palm Oil
- 7.1.1.4. Olive Oil
- 7.1.1.5. Sunflower Seed Oil
- 7.1.1.6. Other Oils
- 7.1.2. Fats
- 7.1.2.1. Butter(Excluding Dairy Butter)
- 7.1.2.2. Lard
- 7.1.2.3. Other Fats
- 7.1.1. Oils
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Food and Beverage
- 7.2.1.1. Bakery and Confectionary
- 7.2.1.2. Savory Snacks
- 7.2.1.3. Dairy
- 7.2.1.4. Other Food and Beverage
- 7.2.2. Animal Feed
- 7.2.3. Personal Care and Cosmetics
- 7.2.4. Other Applications
- 7.2.1. Food and Beverage
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. United States
- 7.3.2. Canada
- 7.3.3. Mexico
- 7.3.4. Rest of North America
- 7.1. Market Analysis, Insights and Forecast - by Product
- 8. Mexico North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Product
- 8.1.1. Oils
- 8.1.1.1. Soybean Oil
- 8.1.1.2. Canola Oil
- 8.1.1.3. Palm Oil
- 8.1.1.4. Olive Oil
- 8.1.1.5. Sunflower Seed Oil
- 8.1.1.6. Other Oils
- 8.1.2. Fats
- 8.1.2.1. Butter(Excluding Dairy Butter)
- 8.1.2.2. Lard
- 8.1.2.3. Other Fats
- 8.1.1. Oils
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Food and Beverage
- 8.2.1.1. Bakery and Confectionary
- 8.2.1.2. Savory Snacks
- 8.2.1.3. Dairy
- 8.2.1.4. Other Food and Beverage
- 8.2.2. Animal Feed
- 8.2.3. Personal Care and Cosmetics
- 8.2.4. Other Applications
- 8.2.1. Food and Beverage
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. United States
- 8.3.2. Canada
- 8.3.3. Mexico
- 8.3.4. Rest of North America
- 8.1. Market Analysis, Insights and Forecast - by Product
- 9. Rest of North America North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Product
- 9.1.1. Oils
- 9.1.1.1. Soybean Oil
- 9.1.1.2. Canola Oil
- 9.1.1.3. Palm Oil
- 9.1.1.4. Olive Oil
- 9.1.1.5. Sunflower Seed Oil
- 9.1.1.6. Other Oils
- 9.1.2. Fats
- 9.1.2.1. Butter(Excluding Dairy Butter)
- 9.1.2.2. Lard
- 9.1.2.3. Other Fats
- 9.1.1. Oils
- 9.2. Market Analysis, Insights and Forecast - by Application
- 9.2.1. Food and Beverage
- 9.2.1.1. Bakery and Confectionary
- 9.2.1.2. Savory Snacks
- 9.2.1.3. Dairy
- 9.2.1.4. Other Food and Beverage
- 9.2.2. Animal Feed
- 9.2.3. Personal Care and Cosmetics
- 9.2.4. Other Applications
- 9.2.1. Food and Beverage
- 9.3. Market Analysis, Insights and Forecast - by Geography
- 9.3.1. United States
- 9.3.2. Canada
- 9.3.3. Mexico
- 9.3.4. Rest of North America
- 9.1. Market Analysis, Insights and Forecast - by Product
- 10. United States North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 11. Canada North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 12. Mexico North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 13. Rest of North America North America Fats and Oils Market Analysis, Insights and Forecast, 2019-2031
- 14. Competitive Analysis
- 14.1. Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Arista Industries*List Not Exhaustive
- 14.2.1.1. Overview
- 14.2.1.2. Products
- 14.2.1.3. SWOT Analysis
- 14.2.1.4. Recent Developments
- 14.2.1.5. Financials (Based on Availability)
- 14.2.2 Cargill Incorporated
- 14.2.2.1. Overview
- 14.2.2.2. Products
- 14.2.2.3. SWOT Analysis
- 14.2.2.4. Recent Developments
- 14.2.2.5. Financials (Based on Availability)
- 14.2.3 Archer Daniels Midland Company
- 14.2.3.1. Overview
- 14.2.3.2. Products
- 14.2.3.3. SWOT Analysis
- 14.2.3.4. Recent Developments
- 14.2.3.5. Financials (Based on Availability)
- 14.2.4 Bunge Limited
- 14.2.4.1. Overview
- 14.2.4.2. Products
- 14.2.4.3. SWOT Analysis
- 14.2.4.4. Recent Developments
- 14.2.4.5. Financials (Based on Availability)
- 14.2.5 Ag Processing Inc
- 14.2.5.1. Overview
- 14.2.5.2. Products
- 14.2.5.3. SWOT Analysis
- 14.2.5.4. Recent Developments
- 14.2.5.5. Financials (Based on Availability)
- 14.2.6 Olam International
- 14.2.6.1. Overview
- 14.2.6.2. Products
- 14.2.6.3. SWOT Analysis
- 14.2.6.4. Recent Developments
- 14.2.6.5. Financials (Based on Availability)
- 14.2.7 Wilmar International Ltd
- 14.2.7.1. Overview
- 14.2.7.2. Products
- 14.2.7.3. SWOT Analysis
- 14.2.7.4. Recent Developments
- 14.2.7.5. Financials (Based on Availability)
- 14.2.8 Richardson International Limited
- 14.2.8.1. Overview
- 14.2.8.2. Products
- 14.2.8.3. SWOT Analysis
- 14.2.8.4. Recent Developments
- 14.2.8.5. Financials (Based on Availability)
- 14.2.1 Arista Industries*List Not Exhaustive
List of Figures
- Figure 1: North America Fats and Oils Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Fats and Oils Market Share (%) by Company 2024
List of Tables
- Table 1: North America Fats and Oils Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Fats and Oils Market Revenue Million Forecast, by Product 2019 & 2032
- Table 3: North America Fats and Oils Market Revenue Million Forecast, by Application 2019 & 2032
- Table 4: North America Fats and Oils Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 5: North America Fats and Oils Market Revenue Million Forecast, by Region 2019 & 2032
- Table 6: North America Fats and Oils Market Revenue Million Forecast, by Country 2019 & 2032
- Table 7: United States North America Fats and Oils Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Canada North America Fats and Oils Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Mexico North America Fats and Oils Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Rest of North America North America Fats and Oils Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: North America Fats and Oils Market Revenue Million Forecast, by Product 2019 & 2032
- Table 12: North America Fats and Oils Market Revenue Million Forecast, by Application 2019 & 2032
- Table 13: North America Fats and Oils Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 14: North America Fats and Oils Market Revenue Million Forecast, by Country 2019 & 2032
- Table 15: North America Fats and Oils Market Revenue Million Forecast, by Product 2019 & 2032
- Table 16: North America Fats and Oils Market Revenue Million Forecast, by Application 2019 & 2032
- Table 17: North America Fats and Oils Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 18: North America Fats and Oils Market Revenue Million Forecast, by Country 2019 & 2032
- Table 19: North America Fats and Oils Market Revenue Million Forecast, by Product 2019 & 2032
- Table 20: North America Fats and Oils Market Revenue Million Forecast, by Application 2019 & 2032
- Table 21: North America Fats and Oils Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 22: North America Fats and Oils Market Revenue Million Forecast, by Country 2019 & 2032
- Table 23: North America Fats and Oils Market Revenue Million Forecast, by Product 2019 & 2032
- Table 24: North America Fats and Oils Market Revenue Million Forecast, by Application 2019 & 2032
- Table 25: North America Fats and Oils Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 26: North America Fats and Oils Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Fats and Oils Market?
The projected CAGR is approximately 3.20%.
2. Which companies are prominent players in the North America Fats and Oils Market?
Key companies in the market include Arista Industries*List Not Exhaustive, Cargill Incorporated, Archer Daniels Midland Company, Bunge Limited, Ag Processing Inc, Olam International, Wilmar International Ltd, Richardson International Limited.
3. What are the main segments of the North America Fats and Oils Market?
The market segments include Product, Application, 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?
Augmented demand for Natural Sweeteners; Rising Consumer Inclination Toward Clean Label and Organic Stevia.
6. What are the notable trends driving market growth?
Rise in the Consumption of Olive Oil.
7. Are there any restraints impacting market growth?
Side Effects and Challenges with Stevia.
8. Can you provide examples of recent developments in the market?
1. Acquisition of ADM's oilseeds business by Bunge 2. Launch of Sustainable Palm Oil Coalition 3. Investment in advanced extraction technologies
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 4950, and USD 6800 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.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America Fats and Oils 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 North America Fats and Oils 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 North America Fats and Oils Market?
To stay informed about further developments, trends, and reports in the North America Fats and Oils 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