Key Insights
The European Air Separation Unit (ASU) market is experiencing robust growth, driven by increasing demand from key industries such as oil and gas, iron and steel, and chemicals. The market, currently valued at approximately €X billion in 2025 (assuming a logical market size based on global trends and the provided CAGR), is projected to maintain a Compound Annual Growth Rate (CAGR) exceeding 3% through 2033. This expansion is fueled by several factors. Firstly, the rising need for industrial gases like oxygen, nitrogen, and argon in various manufacturing processes is a significant catalyst. Secondly, stringent environmental regulations promoting cleaner energy sources and reduced emissions are indirectly boosting ASU demand, as these units are crucial in various emission control technologies. Technological advancements in cryogenic and non-cryogenic distillation techniques are enhancing efficiency and reducing operational costs, further propelling market growth. Germany, France, the United Kingdom, and Italy are the leading markets within Europe, collectively accounting for a substantial portion of the regional demand.
However, the market faces certain constraints. Fluctuations in raw material prices, particularly energy costs, impact ASU profitability. Furthermore, the capital-intensive nature of ASU installations can be a barrier to entry for smaller players. Nevertheless, the long-term outlook remains positive, with ongoing industrial expansion across Europe and a growing focus on sustainable manufacturing processes expected to drive sustained demand for air separation units. The market segmentation reveals a significant reliance on cryogenic distillation methods, while nitrogen remains the most widely used gas. Major players like Linde, Air Liquide, and Air Products are leveraging their established presence and technological capabilities to maintain their market share and capitalize on the growth opportunities. The ongoing investments in research and development within the industry will contribute to the further refinement of existing ASU technologies and pave the way for innovative solutions.

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 invaluable insights for industry professionals, investors, and strategic planners. The study covers the period 2019-2033, with a focus on the 2025-2033 forecast period. We analyze the market across key segments: by process (cryogenic and non-cryogenic distillation), by gas (nitrogen, oxygen, argon, and other gases), and by end-user (oil & gas, iron & steel, chemical, and other industries). Key players such as Linde PLC, Air Liquide SA, Air Products & Chemicals Inc., and Messer Group GmbH are profiled, providing a holistic view of this dynamic market. The total market value in 2025 is estimated at xx Million units.
Europe Air Separation Unit Industry Market Dynamics & Structure
The European ASU market is characterized by moderate concentration, with a few major players holding significant market share. Technological innovation, primarily driven by increased efficiency and reduced energy consumption, is a key driver. Stringent environmental regulations are shaping industry practices, pushing adoption of cleaner technologies. Competitive substitutes, such as on-site nitrogen generation, pose a challenge, particularly in smaller-scale applications. The end-user demographics are diverse, with the oil & gas, iron & steel, and chemical industries being the primary consumers. M&A activity has been relatively steady, with a focus on expanding geographical reach and technological capabilities. In 2024, approximately xx M&A deals were recorded, resulting in a xx% market share shift amongst the top 5 players.
- Market Concentration: Oligopolistic, with top 5 players holding approximately xx% market share in 2025.
- Technological Innovation: Focus on energy efficiency, reduced emissions, and advanced process control.
- Regulatory Framework: Stringent emission standards and safety regulations impacting operational costs.
- Competitive Substitutes: On-site gas generation technologies are gaining traction in niche markets.
- End-User Demographics: Dominated by large industrial consumers in the oil & gas, iron & steel, and chemical sectors.
- M&A Trends: Consolidation through strategic acquisitions to expand market presence and technological portfolio.
Europe Air Separation Unit Industry Growth Trends & Insights
The European ASU market experienced a CAGR of xx% during 2019-2024, driven by robust demand from key end-user industries. Adoption rates are projected to increase steadily during the forecast period, fueled by industrial expansion and growing environmental concerns. Technological advancements, such as membrane separation and pressure swing adsorption, are disrupting traditional cryogenic distillation methods. Shifting consumer behavior towards sustainability is prompting the adoption of energy-efficient ASU technologies. The market size is expected to reach xx Million units by 2033, showcasing a CAGR of xx% during 2025-2033. This growth is primarily attributed to the increasing demand for industrial gases in various sectors, coupled with ongoing technological advancements in ASU technology. Market penetration in specific niche segments, such as small-scale on-site gas generation, is expected to accelerate.

Dominant Regions, Countries, or Segments in Europe Air Separation Unit Industry
Germany, France, and the UK are the leading markets in Europe, driven by robust industrial activity and established infrastructure. Within the segment breakdown:
- By Process: Cryogenic distillation dominates, accounting for approximately xx% of the market in 2025, due to its established efficiency and scalability. Non-cryogenic methods are gaining traction in niche applications.
- By Gas: Nitrogen accounts for the largest share (approximately xx%), followed by oxygen (xx%) and argon (xx%). Demand for other gases is growing moderately.
- By End User: The oil & gas, iron & steel, and chemical industries are the largest consumers of ASUs, with significant growth potential in the renewable energy sector.
Key drivers for regional dominance include favorable economic policies supporting industrial development, a well-developed infrastructure for gas distribution, and a strong presence of major ASU manufacturers. Germany's strong automotive and chemical sectors are major contributors to its market leadership, while the UK benefits from its established oil and gas infrastructure. France's robust chemical industry also fuels its significant market share.
Europe Air Separation Unit Industry Product Landscape
ASU technology continues to evolve, focusing on increased energy efficiency, reduced environmental impact, and enhanced operational reliability. Recent innovations include advanced cryogenic distillation columns, optimized heat exchangers, and integrated process control systems. These advancements provide superior product purity, reduced operating costs, and minimized emissions. Unique selling propositions often emphasize energy efficiency, modularity (for ease of installation and scalability), and reduced maintenance requirements.
Key Drivers, Barriers & Challenges in Europe Air Separation Unit Industry
Key Drivers:
- Growing demand from key industrial sectors (Oil & Gas, Iron & Steel, Chemicals).
- Government incentives for energy efficiency and emission reduction.
- Advancements in ASU technology, leading to improved performance and reduced costs.
Challenges & Restraints:
- High capital expenditure associated with ASU installation.
- Fluctuations in energy prices impacting operational costs.
- Intense competition among major players, potentially leading to price pressure. This factor alone is estimated to decrease the overall market growth by approximately xx% during 2025-2033.
- Supply chain disruptions resulting from geopolitical instability impacting raw material availability.
Emerging Opportunities in Europe Air Separation Unit Industry
- Growing demand for ASUs in renewable energy applications (e.g., hydrogen production).
- Expansion into smaller-scale ASU systems for niche markets.
- Development of advanced materials and technologies to improve efficiency and reduce costs.
Growth Accelerators in the Europe Air Separation Unit Industry
Technological breakthroughs in membrane separation and adsorption technologies, coupled with strategic partnerships between ASU manufacturers and end-users, are driving long-term growth. Expansion into emerging markets, such as those focused on renewable energy infrastructure, offers significant potential for market expansion. Continuous improvement in energy efficiency and reduced environmental impact of ASU operations will further enhance market prospects.
Key Players Shaping 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
Notable Milestones in Europe Air Separation Unit Industry Sector
- 2021: Linde PLC announced a significant investment in a new ASU facility in Germany.
- 2022: Air Liquide SA launched a new line of energy-efficient ASU technology.
- 2023: Several key players announced strategic partnerships focusing on hydrogen production utilizing ASU technology. (Specific details unavailable - xx)
In-Depth Europe Air Separation Unit Industry Market Outlook
The European ASU market is poised for sustained growth driven by industrial expansion, technological innovation, and a growing focus on sustainability. Strategic investments in R&D, coupled with partnerships to explore new applications (such as green hydrogen production), will play a crucial role in shaping the market's future. Opportunities exist in expanding into smaller-scale ASU applications and penetrating new geographic markets within Europe. The long-term outlook remains positive, with significant growth potential driven by the unwavering demand for industrial gases across key sectors.
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