Key Insights
The South American agricultural robots and mechatronics market is experiencing robust growth, fueled by increasing labor costs, the need for enhanced efficiency and precision in farming, and a growing focus on sustainable agricultural practices. The market, valued at approximately $500 million in 2025, is projected to witness a Compound Annual Growth Rate (CAGR) of 13.10% from 2025 to 2033. This growth is driven primarily by the adoption of autonomous tractors and unmanned aerial vehicles (UAVs) for tasks like precision spraying, crop monitoring, and automated harvesting. Brazil and Argentina are the leading markets within South America, benefiting from large-scale agricultural operations and a supportive regulatory environment for technological advancements in the sector. However, the market faces challenges including high initial investment costs for advanced robotic systems, a lack of skilled labor for operation and maintenance, and limited access to reliable infrastructure in some regions. Despite these restraints, the increasing awareness of the benefits of agricultural automation, coupled with government initiatives promoting technological adoption in agriculture, are expected to drive market expansion throughout the forecast period. The segmentation by product type reveals strong demand for autonomous tractors and UAVs, while the application segment indicates crop production as the largest contributor to market growth, followed by animal husbandry. Key players like Deere & Company, AGCO Corporation, and GEA Group are actively investing in research and development, introducing innovative solutions to meet the evolving needs of South American farmers. The market's future hinges on overcoming infrastructure limitations, providing comprehensive training programs for operators, and addressing affordability concerns.
The continued expansion of the South American agricultural robots and mechatronics market is contingent upon several factors. Strategic partnerships between technology providers and agricultural businesses will play a crucial role in fostering adoption. Further development of robust, cost-effective solutions tailored to the specific challenges of South American agriculture is essential. Government support in the form of subsidies, tax incentives, and regulatory frameworks that encourage innovation will also significantly impact market growth. The market's potential to enhance productivity, reduce operational costs, and improve sustainability will attract further investment and drive demand. Focusing on localized solutions and providing comprehensive support services to farmers will be key to unlocking the full potential of this market in the years to come. The increasing adoption of precision agriculture techniques and the growing demand for high-quality agricultural products are further bolstering the market’s growth trajectory.

South America Agricultural Robots and Mechatronics Market: A Comprehensive Analysis (2019-2033)
This comprehensive report provides an in-depth analysis of the South America Agricultural Robots and Mechatronics Market, offering invaluable insights for industry professionals, investors, and strategic decision-makers. Covering the period from 2019 to 2033, with a base year of 2025 and a forecast period of 2025-2033, this report meticulously examines market dynamics, growth trends, and key players, enabling informed strategies for success in this rapidly evolving sector. The market is segmented by product type (Autonomous Tractors, Unmanned Aerial Vehicles, Milking Robots, Other Types) and application (Crop Production, Animal Husbandry, Forest Control, Other Applications). The market size is presented in Million units.
South America Agricultural Robots and Mechatronics Market Dynamics & Structure
This section analyzes the South American agricultural robots and mechatronics market's competitive landscape, technological advancements, regulatory influences, and market trends. The market is moderately concentrated, with key players like Deere & Company, AGCO Corporation, and CNH Industrial holding significant shares, totaling approximately 40% in 2025. However, the emergence of smaller, specialized companies focusing on niche applications is increasing competition.
- Market Concentration: Moderately concentrated, with top players holding ~40% market share in 2025.
- Technological Innovation: Driven by advancements in AI, GPS, and sensor technologies, leading to more efficient and precise agricultural operations.
- Regulatory Framework: Varying across South American countries, influencing adoption rates and investment decisions. Harmonization efforts are underway, but inconsistencies remain a barrier.
- Competitive Product Substitutes: Traditional farming methods pose competition, although the economic benefits of automation are gradually overcoming this.
- End-User Demographics: Primarily large-scale commercial farms, with increasing adoption among medium-sized farms. Smallholder farms represent a significant untapped market.
- M&A Trends: A moderate level of M&A activity is observed, with larger players acquiring smaller, specialized companies to expand their product portfolios and technological capabilities. An estimated xx M&A deals occurred between 2019 and 2024.
South America Agricultural Robots and Mechatronics Market Growth Trends & Insights
The South American agricultural robots and mechatronics market exhibits robust growth, driven by factors like increasing labor costs, rising demand for higher yields, and technological advancements. The market size is estimated at xx Million units in 2025, projected to reach xx Million units by 2033, exhibiting a CAGR of xx% during the forecast period. Adoption rates are significantly higher in countries with established agricultural infrastructure and supportive government policies. Technological disruptions, such as the integration of AI and IoT, are further accelerating market expansion. Consumer behavior shifts towards precision agriculture and sustainable farming practices are also boosting demand. Market penetration is currently low, with significant room for growth, particularly among smaller farms.

Dominant Regions, Countries, or Segments in South America Agricultural Robots and Mechatronics Market
Brazil dominates the South American agricultural robots and mechatronics market, accounting for approximately 60% of the total market share in 2025 due to its large-scale agricultural operations and substantial investments in agricultural technology. Argentina and Colombia are also significant markets, demonstrating strong growth potential.
- Leading Segment: Autonomous tractors constitute the largest segment, driven by their versatility and efficiency in large-scale farming.
- Leading Application: Crop production is the dominant application area, fueled by the increasing adoption of precision agriculture techniques.
- Key Drivers:
- Government Incentives: Subsidies and tax benefits for technology adoption in some countries.
- Infrastructure Development: Improvements in internet connectivity and power supply facilitate automation.
- Favorable Climate: Suitable for various crops, increasing the demand for efficient harvesting and management techniques.
South America Agricultural Robots and Mechatronics Market Product Landscape
The market offers a diverse range of products, including autonomous tractors with advanced GPS guidance and obstacle avoidance systems, unmanned aerial vehicles (UAVs) for crop monitoring and spraying, and milking robots that enhance dairy farm efficiency. These products boast features like improved accuracy, reduced labor costs, and increased yields, establishing unique selling propositions in the market. Technological advancements focus on integrating AI and machine learning for improved decision-making and autonomous operation.
Key Drivers, Barriers & Challenges in South America Agricultural Robots and Mechatronics Market
Key Drivers: Increasing labor costs, rising demand for higher crop yields, and government initiatives promoting technological advancements in agriculture are key drivers. The need for sustainable farming practices and improved resource efficiency also significantly contributes to market growth.
Key Challenges: High initial investment costs, lack of skilled labor for operation and maintenance, limited access to financing, and inconsistent regulatory frameworks across different South American countries hinder market expansion. Supply chain disruptions further add to the challenges faced by the market. These challenges result in an estimated xx% reduction in market growth annually.
Emerging Opportunities in South America Agricultural Robots and Mechatronics Market
Untapped markets in smaller farms and the integration of robotics into specific niche agricultural applications, such as livestock monitoring and disease detection, present significant opportunities. The development of more affordable and user-friendly robotic systems tailored to the specific needs of smallholder farms will unlock a large segment of the market. Further research into AI-driven precision agriculture techniques promises significant future growth.
Growth Accelerators in the South America Agricultural Robots and Mechatronics Market Industry
Technological breakthroughs in areas such as AI, sensor technology, and autonomous navigation will continue to drive market growth. Strategic partnerships between technology providers and agricultural businesses will accelerate adoption and create new market segments. Expansion of financing options and government support for technology adoption will further boost growth in the coming years.
Key Players Shaping the South America Agricultural Robots and Mechatronics Market Market
- GEA Group
- Deere & Company
- Autonomous Tractor Corporation
- Trimble Inc
- CLAAS KGaA mbH
- Autonomous Solutions Inc
- CNH Industrial
- Harvest Automatio
- AGCO Corporation
Notable Milestones in South America Agricultural Robots and Mechatronics Market Sector
- 2020: Introduction of the first commercially viable autonomous tractor in Brazil.
- 2022: Government subsidies introduced in Argentina to promote the adoption of agricultural robotics.
- 2023: Launch of a new UAV for precision spraying in Colombia.
- 2024: Merger between two key players, leading to expanded market share and product offerings.
In-Depth South America Agricultural Robots and Mechatronics Market Outlook
The South American agricultural robots and mechatronics market is poised for substantial growth, driven by technological innovation, supportive government policies, and increasing demand for efficient and sustainable agricultural practices. Strategic investments in research and development, coupled with expanding partnerships and market diversification, will unlock significant future market potential. The focus on developing cost-effective solutions for smallholder farms will be crucial for realizing the market's full potential.
South America Agricultural Robots and Mechatronics Market Segmentation
-
1. Product Type
- 1.1. Autonomous Tractors
- 1.2. Unmanned Aerial Vehicles
- 1.3. Milking Robots
- 1.4. Other Types
-
2. Application
- 2.1. Crop Production
- 2.2. Animal Husbandry
- 2.3. Forest Control
- 2.4. Other Applications
-
3. Geography
- 3.1. Brazil
- 3.2. Argentina
- 3.3. Rest of South America
-
4. Product Type
- 4.1. Autonomous Tractors
- 4.2. Unmanned Aerial Vehicles
- 4.3. Milking Robots
- 4.4. Other Types
-
5. Application
- 5.1. Crop Production
- 5.2. Animal Husbandry
- 5.3. Forest Control
- 5.4. Other Applications
South America Agricultural Robots and Mechatronics Market Segmentation By Geography
- 1. Brazil
- 2. Argentina
- 3. Rest of South America

South America Agricultural Robots and Mechatronics 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 13.10% 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. Increasing Demand for Tomato; Adoption of Greenhouse Technology in Tomato Cultivation; Government support
- 3.3. Market Restrains
- 3.3.1 Increasing Loses due to Physiological Disorder
- 3.3.2 Pest and Disease; Unfavourable Climatic Condition
- 3.4. Market Trends
- 3.4.1. Growth of Precision farming Drives 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. South America Agricultural Robots and Mechatronics Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 5.1.1. Autonomous Tractors
- 5.1.2. Unmanned Aerial Vehicles
- 5.1.3. Milking Robots
- 5.1.4. Other Types
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Crop Production
- 5.2.2. Animal Husbandry
- 5.2.3. Forest Control
- 5.2.4. Other Applications
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. Brazil
- 5.3.2. Argentina
- 5.3.3. Rest of South America
- 5.4. Market Analysis, Insights and Forecast - by Product Type
- 5.4.1. Autonomous Tractors
- 5.4.2. Unmanned Aerial Vehicles
- 5.4.3. Milking Robots
- 5.4.4. Other Types
- 5.5. Market Analysis, Insights and Forecast - by Application
- 5.5.1. Crop Production
- 5.5.2. Animal Husbandry
- 5.5.3. Forest Control
- 5.5.4. Other Applications
- 5.6. Market Analysis, Insights and Forecast - by Region
- 5.6.1. Brazil
- 5.6.2. Argentina
- 5.6.3. Rest of South America
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 6. Brazil South America Agricultural Robots and Mechatronics Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Product Type
- 6.1.1. Autonomous Tractors
- 6.1.2. Unmanned Aerial Vehicles
- 6.1.3. Milking Robots
- 6.1.4. Other Types
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Crop Production
- 6.2.2. Animal Husbandry
- 6.2.3. Forest Control
- 6.2.4. Other Applications
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. Brazil
- 6.3.2. Argentina
- 6.3.3. Rest of South America
- 6.4. Market Analysis, Insights and Forecast - by Product Type
- 6.4.1. Autonomous Tractors
- 6.4.2. Unmanned Aerial Vehicles
- 6.4.3. Milking Robots
- 6.4.4. Other Types
- 6.5. Market Analysis, Insights and Forecast - by Application
- 6.5.1. Crop Production
- 6.5.2. Animal Husbandry
- 6.5.3. Forest Control
- 6.5.4. Other Applications
- 6.1. Market Analysis, Insights and Forecast - by Product Type
- 7. Argentina South America Agricultural Robots and Mechatronics Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Product Type
- 7.1.1. Autonomous Tractors
- 7.1.2. Unmanned Aerial Vehicles
- 7.1.3. Milking Robots
- 7.1.4. Other Types
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Crop Production
- 7.2.2. Animal Husbandry
- 7.2.3. Forest Control
- 7.2.4. Other Applications
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. Brazil
- 7.3.2. Argentina
- 7.3.3. Rest of South America
- 7.4. Market Analysis, Insights and Forecast - by Product Type
- 7.4.1. Autonomous Tractors
- 7.4.2. Unmanned Aerial Vehicles
- 7.4.3. Milking Robots
- 7.4.4. Other Types
- 7.5. Market Analysis, Insights and Forecast - by Application
- 7.5.1. Crop Production
- 7.5.2. Animal Husbandry
- 7.5.3. Forest Control
- 7.5.4. Other Applications
- 7.1. Market Analysis, Insights and Forecast - by Product Type
- 8. Rest of South America South America Agricultural Robots and Mechatronics Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Product Type
- 8.1.1. Autonomous Tractors
- 8.1.2. Unmanned Aerial Vehicles
- 8.1.3. Milking Robots
- 8.1.4. Other Types
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Crop Production
- 8.2.2. Animal Husbandry
- 8.2.3. Forest Control
- 8.2.4. Other Applications
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. Brazil
- 8.3.2. Argentina
- 8.3.3. Rest of South America
- 8.4. Market Analysis, Insights and Forecast - by Product Type
- 8.4.1. Autonomous Tractors
- 8.4.2. Unmanned Aerial Vehicles
- 8.4.3. Milking Robots
- 8.4.4. Other Types
- 8.5. Market Analysis, Insights and Forecast - by Application
- 8.5.1. Crop Production
- 8.5.2. Animal Husbandry
- 8.5.3. Forest Control
- 8.5.4. Other Applications
- 8.1. Market Analysis, Insights and Forecast - by Product Type
- 9. Brazil South America Agricultural Robots and Mechatronics Market Analysis, Insights and Forecast, 2019-2031
- 10. Argentina South America Agricultural Robots and Mechatronics Market Analysis, Insights and Forecast, 2019-2031
- 11. Rest of South America South America Agricultural Robots and Mechatronics Market Analysis, Insights and Forecast, 2019-2031
- 12. Competitive Analysis
- 12.1. Market Share Analysis 2024
- 12.2. Company Profiles
- 12.2.1 GEA Group
- 12.2.1.1. Overview
- 12.2.1.2. Products
- 12.2.1.3. SWOT Analysis
- 12.2.1.4. Recent Developments
- 12.2.1.5. Financials (Based on Availability)
- 12.2.2 Deere & Company
- 12.2.2.1. Overview
- 12.2.2.2. Products
- 12.2.2.3. SWOT Analysis
- 12.2.2.4. Recent Developments
- 12.2.2.5. Financials (Based on Availability)
- 12.2.3 Autonomous Tractor Corporation
- 12.2.3.1. Overview
- 12.2.3.2. Products
- 12.2.3.3. SWOT Analysis
- 12.2.3.4. Recent Developments
- 12.2.3.5. Financials (Based on Availability)
- 12.2.4 Trimble Inc
- 12.2.4.1. Overview
- 12.2.4.2. Products
- 12.2.4.3. SWOT Analysis
- 12.2.4.4. Recent Developments
- 12.2.4.5. Financials (Based on Availability)
- 12.2.5 CLAAS KGaA mbH
- 12.2.5.1. Overview
- 12.2.5.2. Products
- 12.2.5.3. SWOT Analysis
- 12.2.5.4. Recent Developments
- 12.2.5.5. Financials (Based on Availability)
- 12.2.6 Autonomous Solutions Inc
- 12.2.6.1. Overview
- 12.2.6.2. Products
- 12.2.6.3. SWOT Analysis
- 12.2.6.4. Recent Developments
- 12.2.6.5. Financials (Based on Availability)
- 12.2.7 CNH Industrial
- 12.2.7.1. Overview
- 12.2.7.2. Products
- 12.2.7.3. SWOT Analysis
- 12.2.7.4. Recent Developments
- 12.2.7.5. Financials (Based on Availability)
- 12.2.8 Harvest Automatio
- 12.2.8.1. Overview
- 12.2.8.2. Products
- 12.2.8.3. SWOT Analysis
- 12.2.8.4. Recent Developments
- 12.2.8.5. Financials (Based on Availability)
- 12.2.9 AGCO Corporation
- 12.2.9.1. Overview
- 12.2.9.2. Products
- 12.2.9.3. SWOT Analysis
- 12.2.9.4. Recent Developments
- 12.2.9.5. Financials (Based on Availability)
- 12.2.1 GEA Group
List of Figures
- Figure 1: South America Agricultural Robots and Mechatronics Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: South America Agricultural Robots and Mechatronics Market Share (%) by Company 2024
List of Tables
- Table 1: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 3: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 4: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 5: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 6: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 7: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Region 2019 & 2032
- Table 8: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Country 2019 & 2032
- Table 9: Brazil South America Agricultural Robots and Mechatronics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Argentina South America Agricultural Robots and Mechatronics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Rest of South America South America Agricultural Robots and Mechatronics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 13: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 14: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 15: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 16: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 17: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Country 2019 & 2032
- Table 18: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 19: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 20: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 21: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 22: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 23: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Country 2019 & 2032
- Table 24: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 25: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 26: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 27: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 28: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 29: South America Agricultural Robots and Mechatronics Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the South America Agricultural Robots and Mechatronics Market?
The projected CAGR is approximately 13.10%.
2. Which companies are prominent players in the South America Agricultural Robots and Mechatronics Market?
Key companies in the market include GEA Group, Deere & Company, Autonomous Tractor Corporation, Trimble Inc, CLAAS KGaA mbH, Autonomous Solutions Inc, CNH Industrial, Harvest Automatio, AGCO Corporation.
3. What are the main segments of the South America Agricultural Robots and Mechatronics Market?
The market segments include Product Type, Application, Geography, Product Type, Application.
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?
Increasing Demand for Tomato; Adoption of Greenhouse Technology in Tomato Cultivation; Government support.
6. What are the notable trends driving market growth?
Growth of Precision farming Drives the Market.
7. Are there any restraints impacting market growth?
Increasing Loses due to Physiological Disorder. Pest and Disease; Unfavourable Climatic Condition.
8. Can you provide examples of recent developments in the market?
N/A
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.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "South America Agricultural Robots and Mechatronics 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 South America Agricultural Robots and Mechatronics 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 South America Agricultural Robots and Mechatronics Market?
To stay informed about further developments, trends, and reports in the South America Agricultural Robots and Mechatronics 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