Key Insights
The European Air Separation Unit (ASU) market is experiencing robust growth, driven by increasing demand from key industries like oil and gas, iron and steel, and chemicals. The market's expansion is fueled by several factors, including the rising need for industrial gases in various manufacturing processes, stringent emission regulations prompting cleaner production methods, and the burgeoning renewable energy sector which requires specialized gases. Cryogenic distillation currently dominates the process segment, owing to its high efficiency and established technology. However, non-cryogenic methods are gaining traction due to their potential for lower energy consumption and reduced capital expenditure. Nitrogen, oxygen, and argon are the dominant gases in the market, reflecting their widespread use across multiple applications. Germany, France, and the UK are leading national markets within Europe, benefiting from strong industrial bases and government support for green initiatives. While the market faces challenges like fluctuating raw material prices and intense competition among established players, the overall growth trajectory remains positive, projecting a compound annual growth rate (CAGR) exceeding 3% through 2033.
Looking ahead, the market's evolution will be shaped by technological advancements in ASU design and operation, the rising adoption of on-site gas generation units for enhanced efficiency, and increasing focus on sustainable and environmentally friendly solutions. The ongoing expansion of the renewable energy sector, particularly green hydrogen production, is expected to significantly boost demand for high-purity oxygen and nitrogen. Furthermore, the emergence of new applications for industrial gases in areas such as advanced materials and medical technologies will further fuel market expansion. The competitive landscape is characterized by a mix of large multinational corporations and smaller specialized players, resulting in a dynamic environment with continuous innovation and strategic partnerships. The European ASU market promises a lucrative future, offering considerable opportunities for both established and emerging players.

Europe Air Separation Unit (ASU) Industry Market Report: 2019-2033
This comprehensive report provides an in-depth analysis of the Europe Air Separation Unit (ASU) industry, offering valuable insights for industry stakeholders, 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 trends, competitive dynamics, and growth opportunities within the European ASU landscape. The report value is xx Million.
Europe Air Separation Unit Industry Market Structure & Competitive Dynamics
The European ASU market exhibits a moderately concentrated structure, dominated by a few major players like Linde PLC, Air Liquide SA, and Air Products & Chemicals Inc., while several regional and specialized companies also contribute significantly. These leading players often leverage economies of scale and technological advancements to maintain their market share. The market share of the top three players is estimated at xx% in 2025. Innovation within the industry is driven by improvements in energy efficiency, process optimization, and the development of advanced cryogenic technologies. The regulatory landscape, particularly concerning environmental regulations and safety standards, significantly impacts operations. Product substitution is limited, primarily confined to alternative gas supply methods. End-user trends, particularly within the expanding renewable energy sector, are shaping demand. M&A activity has been moderate in recent years, with deal values averaging xx Million per transaction during 2019-2024. Key M&A activities included (Specific examples and values to be added in the final report based on available data).
- Market Concentration: High, with major players holding significant market shares.
- Innovation Ecosystems: Strong emphasis on energy efficiency and process optimization.
- Regulatory Frameworks: Stringent environmental and safety regulations.
- Product Substitutes: Limited, mostly alternative gas supply approaches.
- End-User Trends: Growing demand from renewable energy and industrial sectors.
- M&A Activities: Moderate activity with an average deal value of xx Million.
Europe Air Separation Unit Industry Trends & Insights
The European ASU market is projected to experience robust growth during the forecast period (2025-2033), driven primarily by increasing industrial gas demand across various end-use sectors. The CAGR for the period is estimated at xx%. Key growth drivers include the expansion of the chemical, iron and steel, and oil and gas industries, along with the increasing adoption of ASU technologies in emerging sectors like renewable energy. Technological advancements, such as the development of more efficient and compact ASU units, are further fueling market expansion. However, challenges such as volatile raw material prices and stringent environmental regulations pose potential headwinds. Consumer preferences are shifting towards sustainable and energy-efficient solutions, which is influencing technological development and adoption. Competitive dynamics are intense, with major players focusing on strategic partnerships, capacity expansions, and technological innovations to gain a competitive edge. Market penetration of advanced cryogenic distillation technologies is increasing, driven by their superior efficiency and purity.

Dominant Markets & Segments in Europe Air Separation Unit Industry
The dominant region within the European ASU market is Western Europe, particularly Germany, France, and the UK, driven by strong industrial bases and high demand for industrial gases. The Cryogenic Distillation segment dominates the "By Process" category, due to its established reliability and high purity output. Nitrogen is the leading gas segment in terms of volume, primarily due to its extensive use in various industrial processes. The Oil and Gas Industry represents the largest end-user segment, reflecting the significant gas requirements in upstream and downstream operations.
- Leading Region: Western Europe (Germany, France, UK)
- Dominant "By Process" Segment: Cryogenic Distillation
- Leading "By Gas" Segment: Nitrogen
- Largest "By End-User" Segment: Oil and Gas Industry
Key Drivers for Dominance:
- Germany, France, and UK: Strong industrial base, high demand for industrial gases, established infrastructure, favorable economic policies.
- Cryogenic Distillation: Superior purity, established technology, cost-effectiveness for large-scale production.
- Nitrogen: Wide range of applications across diverse industries.
- Oil and Gas Industry: High gas consumption in upstream and downstream processes.
Europe Air Separation Unit Industry Product Innovations
Recent innovations in the ASU industry focus on improving energy efficiency and reducing environmental impact. This includes advancements in cryogenic distillation processes, the development of more compact and modular ASU units, and the integration of renewable energy sources into ASU operations. These innovations offer competitive advantages by lowering operational costs, reducing carbon footprints, and providing greater flexibility and scalability for diverse applications. The market is also witnessing a rise in customized ASU solutions tailored to specific end-user requirements.
Report Segmentation & Scope
This report segments the European ASU market based on process type (Cryogenic Distillation, Non-cryogenic Distillation), gas type (Nitrogen, Oxygen, Argon, Other Gases), and end-user industry (Oil and Gas Industry, Iron and Steel Industry, Chemical Industry, Other End Users). Each segment's market size, growth projections, and competitive dynamics are analyzed.
- By Process: Cryogenic distillation holds a dominant market share due to its established efficiency and purity. Non-cryogenic distillation is expected to witness moderate growth.
- By Gas: Nitrogen commands the largest market share, followed by oxygen and argon, with other gases representing a smaller but growing segment.
- By End-User: The oil and gas industry is the largest end-user segment, followed by the chemical and iron and steel industries.
Key Drivers of Europe Air Separation Unit Industry Growth
The growth of the European ASU industry is fueled by several factors, including rising industrial gas demand across various sectors, increased investment in renewable energy projects, stringent environmental regulations driving adoption of cleaner technologies, and technological advancements leading to enhanced energy efficiency and reduced operational costs. Government initiatives promoting industrial growth and infrastructure development further support market expansion.
Challenges in the Europe Air Separation Unit Industry Sector
The European ASU industry faces challenges such as fluctuating raw material prices impacting profitability, intense competition among established players, and stringent environmental regulations necessitating substantial investments in emission reduction technologies. Supply chain disruptions caused by geopolitical events and increasing energy costs can also constrain market growth. These factors can result in xx Million of lost revenue annually.
Leading Players in the Europe Air Separation Unit Industry Market
- Linde PLC
- Matheson Tri-Gas Europe GmbH
- Enerflex Ltd
- Air Products & Chemicals Inc
- SOL SpA
- Air Liquide SA
- Messer Group GmbH
- Universal Industrial Plants Mfg Co Private Limited
- Taiyo Nippon Sanso Corporation
- SIAD Macchine Impianti SpA
Key Developments in Europe Air Separation Unit Industry Sector
- 2022 Q4: Linde PLC announced a significant investment in a new ASU facility in Germany.
- 2023 Q1: Air Liquide SA launched a new energy-efficient ASU technology.
- (Further key developments with year/month and impact to be added based on available data)
Strategic Europe Air Separation Unit Industry Market Outlook
The European ASU industry presents significant growth potential, driven by increasing industrial gas demand, technological advancements, and investments in renewable energy. Strategic opportunities lie in developing energy-efficient ASU technologies, expanding into emerging markets within Europe, and focusing on tailored solutions for specific end-user needs. Companies with strong technological capabilities and a focus on sustainability are poised to capitalize on these opportunities and gain a competitive edge in this dynamic market.
Europe Air Separation Unit Industry Segmentation
-
1. Process
- 1.1. Cryogenic Distillation
- 1.2. Non-cryogenic Distillation
-
2. Gas
- 2.1. Nitrogen
- 2.2. Oxygen
- 2.3. Argon
- 2.4. Other Gases
-
3. End User
- 3.1. Oil and Gas Industry
- 3.2. Iron and Steel Industry
- 3.3. Chemical Industry
- 3.4. Other End Users
Europe Air Separation Unit Industry Segmentation By Geography
- 1. United Kingdom
- 2. Germany
- 3. France
- 4. Italy
- 5. Rest of Europe

Europe Air Separation Unit 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 > 3.00% 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.; Increasing Focus on the Decarbonization of Global Energy4.; Expansion of Automobile Industry
- 3.3. Market Restrains
- 3.3.1. 4.; High Costs Associated with Transportation of Liquid Hydrogen
- 3.4. Market Trends
- 3.4.1. Cryogenic Distillation Segment is Expected 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. Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Process
- 5.1.1. Cryogenic Distillation
- 5.1.2. Non-cryogenic Distillation
- 5.2. Market Analysis, Insights and Forecast - by Gas
- 5.2.1. Nitrogen
- 5.2.2. Oxygen
- 5.2.3. Argon
- 5.2.4. Other Gases
- 5.3. Market Analysis, Insights and Forecast - by End User
- 5.3.1. Oil and Gas Industry
- 5.3.2. Iron and Steel Industry
- 5.3.3. Chemical Industry
- 5.3.4. Other End Users
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United Kingdom
- 5.4.2. Germany
- 5.4.3. France
- 5.4.4. Italy
- 5.4.5. Rest of Europe
- 5.1. Market Analysis, Insights and Forecast - by Process
- 6. United Kingdom Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Process
- 6.1.1. Cryogenic Distillation
- 6.1.2. Non-cryogenic Distillation
- 6.2. Market Analysis, Insights and Forecast - by Gas
- 6.2.1. Nitrogen
- 6.2.2. Oxygen
- 6.2.3. Argon
- 6.2.4. Other Gases
- 6.3. Market Analysis, Insights and Forecast - by End User
- 6.3.1. Oil and Gas Industry
- 6.3.2. Iron and Steel Industry
- 6.3.3. Chemical Industry
- 6.3.4. Other End Users
- 6.1. Market Analysis, Insights and Forecast - by Process
- 7. Germany Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Process
- 7.1.1. Cryogenic Distillation
- 7.1.2. Non-cryogenic Distillation
- 7.2. Market Analysis, Insights and Forecast - by Gas
- 7.2.1. Nitrogen
- 7.2.2. Oxygen
- 7.2.3. Argon
- 7.2.4. Other Gases
- 7.3. Market Analysis, Insights and Forecast - by End User
- 7.3.1. Oil and Gas Industry
- 7.3.2. Iron and Steel Industry
- 7.3.3. Chemical Industry
- 7.3.4. Other End Users
- 7.1. Market Analysis, Insights and Forecast - by Process
- 8. France Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Process
- 8.1.1. Cryogenic Distillation
- 8.1.2. Non-cryogenic Distillation
- 8.2. Market Analysis, Insights and Forecast - by Gas
- 8.2.1. Nitrogen
- 8.2.2. Oxygen
- 8.2.3. Argon
- 8.2.4. Other Gases
- 8.3. Market Analysis, Insights and Forecast - by End User
- 8.3.1. Oil and Gas Industry
- 8.3.2. Iron and Steel Industry
- 8.3.3. Chemical Industry
- 8.3.4. Other End Users
- 8.1. Market Analysis, Insights and Forecast - by Process
- 9. Italy Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Process
- 9.1.1. Cryogenic Distillation
- 9.1.2. Non-cryogenic Distillation
- 9.2. Market Analysis, Insights and Forecast - by Gas
- 9.2.1. Nitrogen
- 9.2.2. Oxygen
- 9.2.3. Argon
- 9.2.4. Other Gases
- 9.3. Market Analysis, Insights and Forecast - by End User
- 9.3.1. Oil and Gas Industry
- 9.3.2. Iron and Steel Industry
- 9.3.3. Chemical Industry
- 9.3.4. Other End Users
- 9.1. Market Analysis, Insights and Forecast - by Process
- 10. Rest of Europe Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Process
- 10.1.1. Cryogenic Distillation
- 10.1.2. Non-cryogenic Distillation
- 10.2. Market Analysis, Insights and Forecast - by Gas
- 10.2.1. Nitrogen
- 10.2.2. Oxygen
- 10.2.3. Argon
- 10.2.4. Other Gases
- 10.3. Market Analysis, Insights and Forecast - by End User
- 10.3.1. Oil and Gas Industry
- 10.3.2. Iron and Steel Industry
- 10.3.3. Chemical Industry
- 10.3.4. Other End Users
- 10.1. Market Analysis, Insights and Forecast - by Process
- 11. Germany Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 12. France Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 13. Italy Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 14. United Kingdom Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 15. Netherlands Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 16. Sweden Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 17. Rest of Europe Europe Air Separation Unit Industry Analysis, Insights and Forecast, 2019-2031
- 18. Competitive Analysis
- 18.1. Market Share Analysis 2024
- 18.2. Company Profiles
- 18.2.1 Linde PLC
- 18.2.1.1. Overview
- 18.2.1.2. Products
- 18.2.1.3. SWOT Analysis
- 18.2.1.4. Recent Developments
- 18.2.1.5. Financials (Based on Availability)
- 18.2.2 Matheson Tri-Gas Europe GmbH*List Not Exhaustive
- 18.2.2.1. Overview
- 18.2.2.2. Products
- 18.2.2.3. SWOT Analysis
- 18.2.2.4. Recent Developments
- 18.2.2.5. Financials (Based on Availability)
- 18.2.3 Enerflex Ltd
- 18.2.3.1. Overview
- 18.2.3.2. Products
- 18.2.3.3. SWOT Analysis
- 18.2.3.4. Recent Developments
- 18.2.3.5. Financials (Based on Availability)
- 18.2.4 Air Products & Chemicals Inc
- 18.2.4.1. Overview
- 18.2.4.2. Products
- 18.2.4.3. SWOT Analysis
- 18.2.4.4. Recent Developments
- 18.2.4.5. Financials (Based on Availability)
- 18.2.5 SOL SpA
- 18.2.5.1. Overview
- 18.2.5.2. Products
- 18.2.5.3. SWOT Analysis
- 18.2.5.4. Recent Developments
- 18.2.5.5. Financials (Based on Availability)
- 18.2.6 Air Liquide SA
- 18.2.6.1. Overview
- 18.2.6.2. Products
- 18.2.6.3. SWOT Analysis
- 18.2.6.4. Recent Developments
- 18.2.6.5. Financials (Based on Availability)
- 18.2.7 Messer Group GmbH
- 18.2.7.1. Overview
- 18.2.7.2. Products
- 18.2.7.3. SWOT Analysis
- 18.2.7.4. Recent Developments
- 18.2.7.5. Financials (Based on Availability)
- 18.2.8 Universal Industrial Plants Mfg Co Private Limited
- 18.2.8.1. Overview
- 18.2.8.2. Products
- 18.2.8.3. SWOT Analysis
- 18.2.8.4. Recent Developments
- 18.2.8.5. Financials (Based on Availability)
- 18.2.9 Taiyo Nippon Sanso Corporation
- 18.2.9.1. Overview
- 18.2.9.2. Products
- 18.2.9.3. SWOT Analysis
- 18.2.9.4. Recent Developments
- 18.2.9.5. Financials (Based on Availability)
- 18.2.10 SIAD Macchine Impianti SpA
- 18.2.10.1. Overview
- 18.2.10.2. Products
- 18.2.10.3. SWOT Analysis
- 18.2.10.4. Recent Developments
- 18.2.10.5. Financials (Based on Availability)
- 18.2.1 Linde PLC
List of Figures
- Figure 1: Europe Air Separation Unit Industry Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Europe Air Separation Unit Industry Share (%) by Company 2024
List of Tables
- Table 1: Europe Air Separation Unit Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Europe Air Separation Unit Industry Revenue Million Forecast, by Process 2019 & 2032
- Table 3: Europe Air Separation Unit Industry Revenue Million Forecast, by Gas 2019 & 2032
- Table 4: Europe Air Separation Unit Industry Revenue Million Forecast, by End User 2019 & 2032
- Table 5: Europe Air Separation Unit Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 6: Europe Air Separation Unit Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 7: Germany Europe Air Separation Unit Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: France Europe Air Separation Unit Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Italy Europe Air Separation Unit Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: United Kingdom Europe Air Separation Unit Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Netherlands Europe Air Separation Unit Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Sweden Europe Air Separation Unit Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Rest of Europe Europe Air Separation Unit Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Europe Air Separation Unit Industry Revenue Million Forecast, by Process 2019 & 2032
- Table 15: Europe Air Separation Unit Industry Revenue Million Forecast, by Gas 2019 & 2032
- Table 16: Europe Air Separation Unit Industry Revenue Million Forecast, by End User 2019 & 2032
- Table 17: Europe Air Separation Unit Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 18: Europe Air Separation Unit Industry Revenue Million Forecast, by Process 2019 & 2032
- Table 19: Europe Air Separation Unit Industry Revenue Million Forecast, by Gas 2019 & 2032
- Table 20: Europe Air Separation Unit Industry Revenue Million Forecast, by End User 2019 & 2032
- Table 21: Europe Air Separation Unit Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 22: Europe Air Separation Unit Industry Revenue Million Forecast, by Process 2019 & 2032
- Table 23: Europe Air Separation Unit Industry Revenue Million Forecast, by Gas 2019 & 2032
- Table 24: Europe Air Separation Unit Industry Revenue Million Forecast, by End User 2019 & 2032
- Table 25: Europe Air Separation Unit Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 26: Europe Air Separation Unit Industry Revenue Million Forecast, by Process 2019 & 2032
- Table 27: Europe Air Separation Unit Industry Revenue Million Forecast, by Gas 2019 & 2032
- Table 28: Europe Air Separation Unit Industry Revenue Million Forecast, by End User 2019 & 2032
- Table 29: Europe Air Separation Unit Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 30: Europe Air Separation Unit Industry Revenue Million Forecast, by Process 2019 & 2032
- Table 31: Europe Air Separation Unit Industry Revenue Million Forecast, by Gas 2019 & 2032
- Table 32: Europe Air Separation Unit Industry Revenue Million Forecast, by End User 2019 & 2032
- Table 33: Europe Air Separation Unit Industry Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Europe Air Separation Unit Industry?
The projected CAGR is approximately > 3.00%.
2. Which companies are prominent players in the Europe Air Separation Unit Industry?
Key companies in the market include Linde PLC, Matheson Tri-Gas Europe GmbH*List Not Exhaustive, Enerflex Ltd, Air Products & Chemicals Inc, SOL SpA, Air Liquide SA, Messer Group GmbH, Universal Industrial Plants Mfg Co Private Limited, Taiyo Nippon Sanso Corporation, SIAD Macchine Impianti SpA.
3. What are the main segments of the Europe Air Separation Unit Industry?
The market segments include Process, Gas, End User.
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.; Increasing Focus on the Decarbonization of Global Energy4.; Expansion of Automobile Industry.
6. What are the notable trends driving market growth?
Cryogenic Distillation Segment is Expected to Dominate the Market.
7. Are there any restraints impacting market growth?
4.; High Costs Associated with Transportation of Liquid Hydrogen.
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 "Europe Air Separation Unit 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 Europe Air Separation Unit 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 Europe Air Separation Unit Industry?
To stay informed about further developments, trends, and reports in the Europe Air Separation Unit 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