Key Insights
The uncooled infrared imaging market is experiencing robust growth, driven by increasing demand across diverse sectors. The market's Compound Annual Growth Rate (CAGR) of 8.50% from 2019-2033 signifies a significant expansion, projecting substantial market value by 2033. Key application segments fueling this growth include automotive, where advanced driver-assistance systems (ADAS) and autonomous driving technologies are rapidly integrating infrared imaging for enhanced safety and performance. The military sector relies heavily on uncooled infrared for night vision, target acquisition, and surveillance applications, contributing considerably to market demand. Consumer electronics, such as smartphones and security systems, are progressively adopting infrared technology for enhanced features, further boosting market expansion. The mapping and surveying segment also benefits from improved accuracy and efficiency offered by infrared imaging. While the "Other Applications" segment remains less defined, its inclusion reflects the growing versatility and applicability of this technology across various emerging fields. Leading players like FLIR Systems, Teledyne DALSA, and BAE Systems are driving innovation and market competition, leading to product advancements and wider adoption.
Geographic distribution shows a strong presence across North America and Europe, reflecting established technological infrastructure and significant adoption rates. However, the Asia-Pacific region is expected to witness considerable growth in the coming years, driven by rapid industrialization, infrastructure development, and rising consumer demand for technologically advanced products. While specific regional market shares are unavailable, the overall growth trajectory suggests a dynamic market with significant future potential. The market faces challenges including maintaining cost-effectiveness in mass production and addressing technological limitations to enhance image quality and resolution, however, ongoing R&D and technological advancements are effectively countering these restraints, and it is anticipated that the growth trajectory will be positively impacted.

Uncooled Infrared Imaging Industry: A Comprehensive Market Analysis (2019-2033)
This in-depth report provides a comprehensive analysis of the uncooled infrared imaging industry, offering invaluable insights for stakeholders seeking to understand market dynamics, trends, and future opportunities. With a study period spanning 2019-2033, a base year of 2025, and a forecast period from 2025-2033, this report leverages extensive data analysis and expert insights to deliver actionable intelligence. The market size is projected to reach xx Million by 2033, exhibiting a robust CAGR of xx% during the forecast period.
Note: All financial values are expressed in Millions.
Uncooled Infrared Imaging Industry Market Concentration & Innovation
The uncooled infrared imaging market is characterized by a moderately concentrated landscape with several key players holding significant market share. While precise market share figures for each company are proprietary, companies like FLIR Systems Inc., Teledyne Technologies Inc. (including Teledyne DALSA Inc.), and BAE Systems Inc. are considered major players. The market exhibits high innovation driven by advancements in detector technology, improved image processing algorithms, and miniaturization efforts leading to smaller, lighter, and more cost-effective systems. Regulatory frameworks, particularly those related to military and automotive applications, significantly influence market growth and product development. Product substitutes, such as visible-light cameras in certain applications, present competitive pressures, demanding continuous innovation for differentiation. End-user trends toward higher resolution, improved thermal sensitivity, and increased functionality drive product development. M&A activity in this sector has been relatively robust, with deal values ranging from xx Million to xx Million in recent years, indicating consolidation and strategic expansion among key players.
- Key Metrics:
- Market Concentration Ratio (CR4): xx% (Estimated)
- Average M&A Deal Value: xx Million (2019-2024)
- Number of M&A Deals: xx (2019-2024)
Uncooled Infrared Imaging Industry Industry Trends & Insights
The uncooled infrared imaging market is experiencing substantial growth fueled by several key trends. Increasing demand across diverse applications, particularly in automotive (advanced driver-assistance systems, autonomous driving), military (surveillance, targeting), and consumer electronics (thermal imaging cameras for smartphones and drones) is a major driver. Technological disruptions like the development of more sensitive detectors with higher resolutions and lower power consumption are continually pushing the boundaries of performance and affordability. Consumer preferences are shifting towards smaller, lighter, and more energy-efficient devices with enhanced image quality and improved user interfaces. Competitive dynamics are intense, with companies investing heavily in R&D to maintain a leading edge through innovative products and features. Market penetration is accelerating in developing economies, presenting significant growth potential. The overall market exhibits a positive outlook, projected to maintain a healthy CAGR of xx% throughout the forecast period.

Dominant Markets & Segments in Uncooled Infrared Imaging Industry
The uncooled infrared imaging market is geographically diverse, with significant contributions from North America, Europe, and Asia-Pacific. However, the military segment currently dominates the market in terms of revenue and growth, driven by increasing defense budgets globally and the adoption of infrared technology in advanced weaponry and surveillance systems. The automotive segment shows strong growth potential, driven by increasing demand for autonomous driving and advanced driver-assistance systems (ADAS).
Key Drivers for Military Segment Dominance:
- High defense spending globally.
- Increased demand for advanced surveillance and targeting systems.
- Stringent regulatory requirements for military-grade equipment.
Key Drivers for Automotive Segment Growth:
- Rising adoption of ADAS.
- Growing demand for autonomous vehicles.
- Stringent safety regulations.
Other Significant Segments:
- Consumer Electronics (e.g., smartphones with thermal imaging capabilities)
- Mapping and Surveying (e.g., thermal imaging for precision agriculture)
- Other Applications (e.g., industrial inspection, security)
Uncooled Infrared Imaging Industry Product Developments
Recent product developments highlight a trend toward higher resolution detectors with improved thermal sensitivity and reduced power consumption. New camera modules incorporating advanced image processing algorithms are enhancing image quality and enabling advanced functionalities like object recognition and tracking. These innovations are driving increased market penetration in existing applications and opening up new opportunities in emerging sectors. The market is witnessing a shift toward compact, lightweight, and cost-effective solutions catering to diverse consumer needs.
Report Scope & Segmentation Analysis
This report segments the uncooled infrared imaging market by application:
Automotive: This segment is experiencing rapid growth due to the increasing adoption of ADAS and autonomous driving technologies. The market size is projected to reach xx Million by 2033. Competitive dynamics are characterized by intense rivalry among major players and increasing entry of new entrants.
Military: This segment holds the largest market share and is anticipated to remain a dominant force due to continued investment in defense technologies. The market size is projected to reach xx Million by 2033. Technological advancements are key drivers of growth in this segment.
Consumer Electronics: This segment exhibits strong growth potential driven by the integration of thermal imaging into smartphones and other consumer devices. The market size is projected to reach xx Million by 2033. Miniaturization and cost reduction are crucial factors.
Mapping and Surveying: This segment is experiencing steady growth propelled by the increased use of thermal imaging in precision agriculture and infrastructure monitoring. The market size is projected to reach xx Million by 2033. High resolution and accuracy are critical requirements.
Other Applications: This segment encompasses diverse applications such as industrial inspection, building security, and medical imaging, exhibiting moderate growth. The market size is projected to reach xx Million by 2033. This segment exhibits considerable diversity in needs and applications.
Key Drivers of Uncooled Infrared Imaging Industry Growth
Several factors fuel the growth of the uncooled infrared imaging industry:
- Technological advancements: Improved detector technology, higher resolutions, and enhanced image processing algorithms are driving performance improvements and cost reductions.
- Increasing demand in diverse applications: Automotive, military, and consumer electronics are key growth drivers.
- Favorable regulatory environment: Government regulations promoting safety and security in various sectors are pushing the adoption of infrared imaging technologies.
Challenges in the Uncooled Infrared Imaging Industry Sector
The industry faces several challenges:
- High manufacturing costs: Manufacturing advanced infrared detectors and cameras remains expensive, impacting product pricing and market accessibility.
- Supply chain disruptions: The global supply chain can be vulnerable to geopolitical instability and natural disasters.
- Intense competition: The market is highly competitive, with many established players and new entrants constantly striving for market share. This leads to price pressures and necessitates continuous innovation.
Emerging Opportunities in Uncooled Infrared Imaging Industry
Several emerging opportunities exist:
- Integration with AI and machine learning: Integrating advanced algorithms for object recognition and scene interpretation will enhance the capabilities of infrared imaging systems.
- Expansion into new applications: New applications in healthcare, environmental monitoring, and smart cities present significant growth potential.
- Development of miniaturized and low-power systems: This will expand the market penetration in portable and wearable devices.
Leading Players in the Uncooled Infrared Imaging Industry Market
- BAE Systems Inc
- Lynred USA Inc (Sofradir SAS)
- Xenics NV
- Teledyne DALSA Inc (Teledyne Technologies Inc)
- Cantronic Systems Inc
- Vigo System SA
- Zhejiang ULIRVISION Technology Co Ltd (Ulirvision)
- Axis Communications AB (Canon Inc)
- FLIR Systems Inc
Key Developments in Uncooled Infrared Imaging Industry Industry
April 2022: Dahua Technology launched a new entry-level thermal hybrid camera series, featuring improved 8MP cameras, a 256-channel server, and a third-generation thermal hybrid camera series with dual-lens technology for the North American market. This expands Dahua's presence in the North American market and offers more accessible thermal imaging solutions.
April 2022: Teledyne FLIR introduced the Boson+ long-wave infrared thermal camera module with 20 mK or less thermal sensitivity. This significantly enhanced DRI performance broadens the application possibilities of the Boson+ module, particularly in demanding situations.
Strategic Outlook for Uncooled Infrared Imaging Industry Market
The uncooled infrared imaging market is poised for continued growth driven by technological advancements, increasing demand across various sectors, and expanding applications. Strategic investments in R&D, strategic partnerships, and expansion into emerging markets will be crucial for sustained success in this dynamic and competitive industry. The market's long-term potential is significant, especially with ongoing innovation and the adoption of these technologies in new and diverse sectors.
Uncooled Infrared Imaging Industry Segmentation
-
1. Application
- 1.1. Automotive
- 1.2. Military
- 1.3. Consumer Electronics
- 1.4. Mapping and Surveying
- 1.5. Other Applications
Uncooled Infrared Imaging Industry Segmentation By Geography
- 1. North America
- 2. Europe
- 3. Asia Pacific
- 4. Rest of the World

Uncooled Infrared Imaging Industry 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 8.50% 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 Application in the Automotive Sector; Low Cost and Compact Design
- 3.3. Market Restrains
- 3.3.1. Development of Smartphone Applications and Light Measuring Devices to Substitute Light Meters
- 3.4. Market Trends
- 3.4.1. Increasing Application in Automotive Sector will Foster Growth
- 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. Global Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Application
- 5.1.1. Automotive
- 5.1.2. Military
- 5.1.3. Consumer Electronics
- 5.1.4. Mapping and Surveying
- 5.1.5. Other Applications
- 5.2. Market Analysis, Insights and Forecast - by Region
- 5.2.1. North America
- 5.2.2. Europe
- 5.2.3. Asia Pacific
- 5.2.4. Rest of the World
- 5.1. Market Analysis, Insights and Forecast - by Application
- 6. North America Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Application
- 6.1.1. Automotive
- 6.1.2. Military
- 6.1.3. Consumer Electronics
- 6.1.4. Mapping and Surveying
- 6.1.5. Other Applications
- 6.1. Market Analysis, Insights and Forecast - by Application
- 7. Europe Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Application
- 7.1.1. Automotive
- 7.1.2. Military
- 7.1.3. Consumer Electronics
- 7.1.4. Mapping and Surveying
- 7.1.5. Other Applications
- 7.1. Market Analysis, Insights and Forecast - by Application
- 8. Asia Pacific Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Application
- 8.1.1. Automotive
- 8.1.2. Military
- 8.1.3. Consumer Electronics
- 8.1.4. Mapping and Surveying
- 8.1.5. Other Applications
- 8.1. Market Analysis, Insights and Forecast - by Application
- 9. Rest of the World Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Application
- 9.1.1. Automotive
- 9.1.2. Military
- 9.1.3. Consumer Electronics
- 9.1.4. Mapping and Surveying
- 9.1.5. Other Applications
- 9.1. Market Analysis, Insights and Forecast - by Application
- 10. North America Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 10.1.1.
- 11. Europe Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 11.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 11.1.1.
- 12. Asia Pacific Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 12.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 12.1.1.
- 13. Rest of the World Uncooled Infrared Imaging Industry Analysis, Insights and Forecast, 2019-2031
- 13.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 13.1.1.
- 14. Competitive Analysis
- 14.1. Global Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 BAE Systems Inc
- 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 Lynred USA Inc (Sofradir SAS)*List Not Exhaustive
- 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 Xenics NV
- 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 Teledyne DALSA Inc (Teledyne Technologies Inc )
- 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 Cantronic Systems 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 Vigo System SA
- 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 Zhejiang ULIRVISION Technology Co Ltd (Ulirvision)
- 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 Axis Communications AB (Canon Inc )
- 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)
- 14.2.9 FLIR Systems Inc
- 14.2.9.1. Overview
- 14.2.9.2. Products
- 14.2.9.3. SWOT Analysis
- 14.2.9.4. Recent Developments
- 14.2.9.5. Financials (Based on Availability)
- 14.2.1 BAE Systems Inc
List of Figures
- Figure 1: Global Uncooled Infrared Imaging Industry Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: North America Uncooled Infrared Imaging Industry Revenue (Million), by Country 2024 & 2032
- Figure 3: North America Uncooled Infrared Imaging Industry Revenue Share (%), by Country 2024 & 2032
- Figure 4: Europe Uncooled Infrared Imaging Industry Revenue (Million), by Country 2024 & 2032
- Figure 5: Europe Uncooled Infrared Imaging Industry Revenue Share (%), by Country 2024 & 2032
- Figure 6: Asia Pacific Uncooled Infrared Imaging Industry Revenue (Million), by Country 2024 & 2032
- Figure 7: Asia Pacific Uncooled Infrared Imaging Industry Revenue Share (%), by Country 2024 & 2032
- Figure 8: Rest of the World Uncooled Infrared Imaging Industry Revenue (Million), by Country 2024 & 2032
- Figure 9: Rest of the World Uncooled Infrared Imaging Industry Revenue Share (%), by Country 2024 & 2032
- Figure 10: North America Uncooled Infrared Imaging Industry Revenue (Million), by Application 2024 & 2032
- Figure 11: North America Uncooled Infrared Imaging Industry Revenue Share (%), by Application 2024 & 2032
- Figure 12: North America Uncooled Infrared Imaging Industry Revenue (Million), by Country 2024 & 2032
- Figure 13: North America Uncooled Infrared Imaging Industry Revenue Share (%), by Country 2024 & 2032
- Figure 14: Europe Uncooled Infrared Imaging Industry Revenue (Million), by Application 2024 & 2032
- Figure 15: Europe Uncooled Infrared Imaging Industry Revenue Share (%), by Application 2024 & 2032
- Figure 16: Europe Uncooled Infrared Imaging Industry Revenue (Million), by Country 2024 & 2032
- Figure 17: Europe Uncooled Infrared Imaging Industry Revenue Share (%), by Country 2024 & 2032
- Figure 18: Asia Pacific Uncooled Infrared Imaging Industry Revenue (Million), by Application 2024 & 2032
- Figure 19: Asia Pacific Uncooled Infrared Imaging Industry Revenue Share (%), by Application 2024 & 2032
- Figure 20: Asia Pacific Uncooled Infrared Imaging Industry Revenue (Million), by Country 2024 & 2032
- Figure 21: Asia Pacific Uncooled Infrared Imaging Industry Revenue Share (%), by Country 2024 & 2032
- Figure 22: Rest of the World Uncooled Infrared Imaging Industry Revenue (Million), by Application 2024 & 2032
- Figure 23: Rest of the World Uncooled Infrared Imaging Industry Revenue Share (%), by Application 2024 & 2032
- Figure 24: Rest of the World Uncooled Infrared Imaging Industry Revenue (Million), by Country 2024 & 2032
- Figure 25: Rest of the World Uncooled Infrared Imaging Industry Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 3: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 4: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 5: Uncooled Infrared Imaging Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 6: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 7: Uncooled Infrared Imaging Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 9: Uncooled Infrared Imaging Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 11: Uncooled Infrared Imaging Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 13: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 14: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 15: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 16: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 17: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 18: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 19: Global Uncooled Infrared Imaging Industry Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Uncooled Infrared Imaging Industry?
The projected CAGR is approximately 8.50%.
2. Which companies are prominent players in the Uncooled Infrared Imaging Industry?
Key companies in the market include BAE Systems Inc, Lynred USA Inc (Sofradir SAS)*List Not Exhaustive, Xenics NV, Teledyne DALSA Inc (Teledyne Technologies Inc ), Cantronic Systems Inc, Vigo System SA, Zhejiang ULIRVISION Technology Co Ltd (Ulirvision), Axis Communications AB (Canon Inc ), FLIR Systems Inc.
3. What are the main segments of the Uncooled Infrared Imaging Industry?
The market segments include 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 Application in the Automotive Sector; Low Cost and Compact Design.
6. What are the notable trends driving market growth?
Increasing Application in Automotive Sector will Foster Growth.
7. Are there any restraints impacting market growth?
Development of Smartphone Applications and Light Measuring Devices to Substitute Light Meters.
8. Can you provide examples of recent developments in the market?
April 2022 - Dahua Technology has announced a new entry-level thermal hybrid camera series. The lineup includes new-and-improved versions of three of Dahua's 8MP cameras, a 256-channel server, and third generation thermal hybrid camera series, offering high-quality, dual-lens technology for the North American market.
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 "Uncooled Infrared Imaging Industry," 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 Uncooled Infrared Imaging Industry 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 Uncooled Infrared Imaging Industry?
To stay informed about further developments, trends, and reports in the Uncooled Infrared Imaging Industry, 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