Key Insights
The Middle East Aircraft Maintenance, Repair, and Overhaul (MRO) market, valued at $6.18 billion in 2025, is projected to experience steady growth, driven by a robust aviation sector and a rising number of aircraft in operation within the region. The compound annual growth rate (CAGR) of 2.91% from 2025 to 2033 indicates a consistent expansion, fueled by factors such as increasing air travel demand, government investments in infrastructure upgrades at major airports, and a growing focus on fleet modernization by regional airlines. Key drivers include the expansion of low-cost carriers, the increasing age of existing aircraft fleets requiring more maintenance, and the strategic geographical location of the Middle East facilitating regional and international flight operations. The market segmentation reveals significant activity across airframe, engine, component, and interior MRO services, with line maintenance playing a crucial supporting role. Leading players, including Emirates Engineering, Lufthansa Technik AG, and Safran SA, are strategically positioned to capitalize on this growth, leveraging their expertise and technological capabilities to cater to the increasing maintenance needs of airlines and aircraft operators. The competitive landscape is characterized by a mix of established international players and regional MRO providers, highlighting opportunities for both organic growth and strategic acquisitions. The regional distribution of market share is likely to be heavily concentrated in the UAE, Saudi Arabia, and Qatar, reflecting these countries' dominance in the regional aviation industry.
The sustained growth in the Middle East Aircraft MRO market is expected to continue, influenced by factors such as the predicted expansion of existing airline fleets and the introduction of new aircraft. While challenges such as fluctuating oil prices and geopolitical uncertainties may exist, the long-term outlook remains positive, driven by long-term growth projections for air travel demand within the Middle East and beyond. The diversification of services offered by MRO providers, embracing digital technologies and adopting sustainable practices, will be critical for sustained success. A deeper penetration of advanced maintenance technologies and strategic partnerships with original equipment manufacturers (OEMs) will be key competitive advantages in this evolving landscape. The robust government support for aviation infrastructure development will likely further stimulate market expansion. This growth presents significant opportunities for both established players and new entrants to participate in this dynamic and expanding market.

Middle-East Aircraft MRO Industry: A Comprehensive Market Analysis (2019-2033)
This in-depth report provides a comprehensive analysis of the Middle-East Aircraft Maintenance, Repair, and Overhaul (MRO) industry, covering the period 2019-2033. It offers invaluable insights into market dynamics, competitive landscapes, technological advancements, and future growth projections, equipping stakeholders with actionable intelligence for strategic decision-making. The report incorporates detailed financial data, including market size estimations (in Millions) and Compound Annual Growth Rates (CAGR). The base year for this analysis is 2025, with estimations for 2025 and forecasts spanning 2025-2033. The historical period covered is 2019-2024.
Middle-East Aircraft MRO Industry Market Structure & Competitive Dynamics
The Middle East Aircraft MRO market is characterized by a blend of established international players and regional operators. Market concentration is moderate, with a few dominant players holding significant market share, but a number of smaller, specialized firms also contributing significantly. The industry's innovation ecosystem is driven by technological advancements in aircraft design and the increasing demand for efficient and cost-effective MRO solutions. The regulatory framework, while generally supportive of industry growth, faces ongoing evolution to keep pace with technological changes and safety standards. Product substitutes are limited, given the specialized nature of aircraft maintenance, but competitive pressures exist through pricing strategies and service differentiation. End-user trends show a preference for integrated MRO solutions and long-term service agreements. M&A activity has been significant, with several large transactions recorded in recent years. The total M&A deal value for the period 2019-2024 is estimated at $xx Million. For example, Qatar Airways' recent engine maintenance contract highlights the increasing trend of outsourcing. Market share distribution among the top five players is estimated as follows:
- Player 1: xx%
- Player 2: xx%
- Player 3: xx%
- Player 4: xx%
- Player 5: xx%
Middle-East Aircraft MRO Industry Industry Trends & Insights
The Middle East Aircraft MRO market exhibits robust growth, driven primarily by the region's expanding airline industry and increasing fleet size. The CAGR for the period 2025-2033 is projected to be xx%, indicating significant market expansion. This growth is further fueled by increased air travel demand, the modernization of existing fleets, and the influx of new aircraft. Technological disruptions, such as the adoption of advanced diagnostics and predictive maintenance technologies, are transforming operational efficiency and reducing downtime. Consumer preferences are shifting towards integrated MRO solutions that offer comprehensive services and enhanced value. Competitive dynamics are shaping up with a focus on specialization, cost optimization, and the provision of innovative, value-added services. The market penetration of advanced technologies like digital twin technologies is increasing gradually, with a xx% increase projected by 2033.

Dominant Markets & Segments in Middle-East Aircraft MRO Industry
The UAE and Saudi Arabia represent the largest markets within the Middle East Aircraft MRO industry, driven by the presence of major airlines and significant investments in aviation infrastructure. The airframe segment currently holds the largest market share, followed by engine and component MRO. Line maintenance constitutes a significant portion of the MRO activity.
Key Drivers for Dominance:
- UAE: Strong government support for aviation, strategic location, well-developed infrastructure, presence of major airlines like Emirates.
- Saudi Arabia: National Vision 2030's focus on aviation development, massive investments in airport expansion and new airlines.
- Airframe Segment: Higher capital expenditure, specialized expertise, and longer maintenance cycles.
- Engine Segment: Complex maintenance procedures, higher technological dependence, and longer service agreements.
Middle-East Aircraft MRO Industry Product Innovations
Recent innovations in the Middle East Aircraft MRO industry focus on leveraging digital technologies for predictive maintenance, remote diagnostics, and data-driven decision-making. This enhances efficiency, reduces costs, and improves operational reliability. The introduction of advanced materials and repair techniques further contributes to extending aircraft lifespan and minimizing downtime. Companies are increasingly adopting integrated MRO solutions combining airframe, engine, and component maintenance under a single service agreement. This trend aligns with market demand for comprehensive and streamlined service offerings.
Report Segmentation & Scope
The report segments the Middle East Aircraft MRO market by MRO Type:
Airframe MRO: This segment covers maintenance, repair, and overhaul of aircraft structures and components. The market size in 2025 is estimated at $xx Million, projected to reach $xx Million by 2033, with a CAGR of xx%. Competition is intense, with both global and regional players vying for market share.
Engine MRO: This segment focuses on the maintenance and repair of aircraft engines. The 2025 market size is estimated at $xx Million, growing to $xx Million by 2033, with a CAGR of xx%. This segment is characterized by strong technological expertise and long-term contracts.
Component & Interior MRO: This includes the maintenance, repair, and overhaul of aircraft components and interior systems. The 2025 market size is estimated at $xx Million, growing to $xx Million by 2033 at a CAGR of xx%. This segment benefits from the increasing need for efficient and timely component repairs.
Line Maintenance: This segment encompasses routine maintenance checks performed during aircraft turnaround times. The 2025 market size is estimated at $xx Million, growing to $xx Million by 2033, at a CAGR of xx%. This is a high-volume, low-margin segment requiring efficient operations.
Key Drivers of Middle-East Aircraft MRO Industry Growth
The growth of the Middle East Aircraft MRO industry is driven by several key factors. The region's expanding airline industry, fueled by rising passenger traffic and tourism, is a major driver. Government initiatives promoting aviation development, coupled with investments in infrastructure, further bolster industry expansion. Technological advancements in predictive maintenance and digital technologies are increasing efficiency and reducing costs. Furthermore, the increasing age of aircraft in the region requires substantial MRO services, creating sustained market demand.
Challenges in the Middle-East Aircraft MRO Industry Sector
Despite strong growth prospects, the Middle East Aircraft MRO industry faces certain challenges. The availability of skilled workforce remains a constraint, demanding continuous investment in training and development. Supply chain disruptions, especially in sourcing spare parts, can impact operational efficiency. Intense competition among MRO providers necessitates continuous innovation and cost optimization to maintain profitability. Regulatory compliance and the need to adhere to international safety standards also present ongoing challenges. The impact of these challenges is estimated to reduce the overall market growth by approximately xx% by 2033.
Leading Players in the Middle-East Aircraft MRO Industry Market
- Oman Air
- Mamoura Diversified Global Holding PJSC
- Qatar Airways
- Safran SA
- RTX Corporation
- Etihad Airways Engineering LLC
- Lufthansa Technik AG
- Rolls-Royce plc
- Emirates Engineering (Emirates Group)
- Jordan Aircraft Maintenance Limited
- General Electric Company
- ExecuJet MRO Services
- Saudia Aerospace Engineering Industries
Key Developments in Middle-East Aircraft MRO Industry Sector
November 2023: Honeywell International Inc. announced a 10-year agreement with Saudia Technic to expand its support network in the Middle East, signifying a major strategic partnership impacting the auxiliary power unit (APU) MRO segment.
March 2022: Iberia Maintenance secured a 10-year contract with Qatar Airways for V2500 engine repair and maintenance, highlighting the increasing trend of outsourcing engine MRO services.
Strategic Middle-East Aircraft MRO Industry Market Outlook
The Middle East Aircraft MRO market is poised for sustained growth, driven by long-term trends in aviation, technological advancements, and government support. Strategic opportunities exist in areas such as predictive maintenance, digitalization of MRO processes, and the development of specialized services catering to specific aircraft types or engine models. Companies that invest in advanced technologies, develop strong partnerships, and attract skilled talent will be best positioned to capitalize on the market's future potential. The focus on sustainability and environmentally friendly maintenance practices will also play a significant role in shaping the future of the industry.
Middle-East Aircraft MRO Industry Segmentation
- 1. Production Analysis
- 2. Consumption Analysis
- 3. Import Market Analysis (Value & Volume)
- 4. Export Market Analysis (Value & Volume)
- 5. Price Trend Analysis
Middle-East Aircraft MRO Industry Segmentation By Geography
-
1. Middle East
- 1.1. Saudi Arabia
- 1.2. United Arab Emirates
- 1.3. Israel
- 1.4. Qatar
- 1.5. Kuwait
- 1.6. Oman
- 1.7. Bahrain
- 1.8. Jordan
- 1.9. Lebanon

Middle-East Aircraft MRO 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 2.91% 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. ; Increased Seaborne Threats And Ambiguous Maritime Security Policies; Increasing Adoption Of Security Technologies In Bric Countries
- 3.3. Market Restrains
- 3.3.1. ; High Risk Rate In Ungoverned Zones; Unstructured Security Standards And Technologies
- 3.4. Market Trends
- 3.4.1. Engine MRO to Witness Higher Growth During the Forecast Period
- 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. Middle-East Aircraft MRO Industry Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Production Analysis
- 5.2. Market Analysis, Insights and Forecast - by Consumption Analysis
- 5.3. Market Analysis, Insights and Forecast - by Import Market Analysis (Value & Volume)
- 5.4. Market Analysis, Insights and Forecast - by Export Market Analysis (Value & Volume)
- 5.5. Market Analysis, Insights and Forecast - by Price Trend Analysis
- 5.6. Market Analysis, Insights and Forecast - by Region
- 5.6.1. Middle East
- 5.1. Market Analysis, Insights and Forecast - by Production Analysis
- 6. United Arab Emirates Middle-East Aircraft MRO Industry Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 6.1.1.
- 7. Saudi Arabia Middle-East Aircraft MRO Industry Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 7.1.1.
- 8. Qatar Middle-East Aircraft MRO Industry Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 8.1.1.
- 9. Oman Middle-East Aircraft MRO Industry Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 9.1.1.
- 10. Bahrain Middle-East Aircraft MRO Industry Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 10.1.1.
- 11. Turkey Middle-East Aircraft MRO Industry Analysis, Insights and Forecast, 2019-2031
- 11.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 11.1.1.
- 12. Kuwait Middle-East Aircraft MRO Industry Analysis, Insights and Forecast, 2019-2031
- 12.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 12.1.1.
- 13. Rest of Middle East Middle-East Aircraft MRO 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. Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Oman Ai
- 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 Mamoura Diversified Global Holding PJSC
- 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 Qatar Airways
- 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 Safran SA
- 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 RTX Corporation
- 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 Etihad Airways Engineering LLC
- 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 Lufthansa Technik AG
- 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 Rolls-Royce plc
- 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 Emirates Engineering (Emirates Group)
- 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)
- 14.2.10 Jordan Aircraft Maintenance Limited
- 14.2.10.1. Overview
- 14.2.10.2. Products
- 14.2.10.3. SWOT Analysis
- 14.2.10.4. Recent Developments
- 14.2.10.5. Financials (Based on Availability)
- 14.2.11 General Electric Company
- 14.2.11.1. Overview
- 14.2.11.2. Products
- 14.2.11.3. SWOT Analysis
- 14.2.11.4. Recent Developments
- 14.2.11.5. Financials (Based on Availability)
- 14.2.12 ExecuJet MRO Services
- 14.2.12.1. Overview
- 14.2.12.2. Products
- 14.2.12.3. SWOT Analysis
- 14.2.12.4. Recent Developments
- 14.2.12.5. Financials (Based on Availability)
- 14.2.13 Saudia Aerospace Engineering Industries
- 14.2.13.1. Overview
- 14.2.13.2. Products
- 14.2.13.3. SWOT Analysis
- 14.2.13.4. Recent Developments
- 14.2.13.5. Financials (Based on Availability)
- 14.2.1 Oman Ai
List of Figures
- Figure 1: Middle-East Aircraft MRO Industry Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Middle-East Aircraft MRO Industry Share (%) by Company 2024
List of Tables
- Table 1: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Production Analysis 2019 & 2032
- Table 3: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Consumption Analysis 2019 & 2032
- Table 4: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Import Market Analysis (Value & Volume) 2019 & 2032
- Table 5: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Export Market Analysis (Value & Volume) 2019 & 2032
- Table 6: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Price Trend Analysis 2019 & 2032
- Table 7: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 8: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 9: Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 11: Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 13: Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 15: Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 17: Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 19: Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 21: Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 23: Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 24: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Production Analysis 2019 & 2032
- Table 25: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Consumption Analysis 2019 & 2032
- Table 26: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Import Market Analysis (Value & Volume) 2019 & 2032
- Table 27: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Export Market Analysis (Value & Volume) 2019 & 2032
- Table 28: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Price Trend Analysis 2019 & 2032
- Table 29: Middle-East Aircraft MRO Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 30: Saudi Arabia Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 31: United Arab Emirates Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 32: Israel Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 33: Qatar Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 34: Kuwait Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 35: Oman Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 36: Bahrain Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 37: Jordan Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 38: Lebanon Middle-East Aircraft MRO Industry Revenue (Million) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Middle-East Aircraft MRO Industry?
The projected CAGR is approximately 2.91%.
2. Which companies are prominent players in the Middle-East Aircraft MRO Industry?
Key companies in the market include Oman Ai, Mamoura Diversified Global Holding PJSC, Qatar Airways, Safran SA, RTX Corporation, Etihad Airways Engineering LLC, Lufthansa Technik AG, Rolls-Royce plc, Emirates Engineering (Emirates Group), Jordan Aircraft Maintenance Limited, General Electric Company, ExecuJet MRO Services, Saudia Aerospace Engineering Industries.
3. What are the main segments of the Middle-East Aircraft MRO Industry?
The market segments include Production Analysis, Consumption Analysis, Import Market Analysis (Value & Volume), Export Market Analysis (Value & Volume), Price Trend Analysis.
4. Can you provide details about the market size?
The market size is estimated to be USD 6.18 Million as of 2022.
5. What are some drivers contributing to market growth?
; Increased Seaborne Threats And Ambiguous Maritime Security Policies; Increasing Adoption Of Security Technologies In Bric Countries.
6. What are the notable trends driving market growth?
Engine MRO to Witness Higher Growth During the Forecast Period.
7. Are there any restraints impacting market growth?
; High Risk Rate In Ungoverned Zones; Unstructured Security Standards And Technologies.
8. Can you provide examples of recent developments in the market?
November 2023: Honeywell International Inc. announced a 10-year agreement with Saudia Technic to expand the company’s support network in the Middle East. The agreement encompasses a worldwide license for the provision of maintenance to the auxiliary power unit, known as the 331-500, which is integrated into the Boeing B777 aircraft.
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 "Middle-East Aircraft MRO 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 Middle-East Aircraft MRO 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 Middle-East Aircraft MRO Industry?
To stay informed about further developments, trends, and reports in the Middle-East Aircraft MRO 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