Key Insights
The Indian CNG market, valued at approximately ₹X million in 2025 (assuming a logical estimation based on the provided CAGR of 3% and market size "XX" which is assumed to be a value in Millions), is poised for robust growth over the forecast period 2025-2033. Driven by increasing environmental concerns, government initiatives promoting cleaner fuels, and rising fuel prices, the demand for CNG is anticipated to surge across various vehicle segments. Light passenger vehicles currently constitute a significant portion of the market, but the medium/heavy-duty vehicle segment is expected to witness considerable expansion, fueled by the adoption of CNG in public transportation and commercial fleets. The growth trajectory is, however, likely to be influenced by factors such as the availability of CNG infrastructure, particularly in less-developed regions, and fluctuations in natural gas prices. Major players like Bharat Petroleum Corporation Limited, GAIL (India) Limited, and Adani Group are strategically investing in expanding their CNG distribution networks and improving supply chain efficiency to capitalize on this burgeoning market. Regional variations in growth are expected, with areas having better infrastructure and higher vehicle density likely exhibiting faster growth rates.
The consistent 3% CAGR projects a market size exceeding ₹Y million by 2033 (where Y is a logically estimated value based on the 3% CAGR applied over the forecast period). The success of the CNG market will depend on continued government support through supportive policies and investments in infrastructure development. Furthermore, technological advancements in CNG vehicle technology and efficient fuel delivery systems will further drive market growth. The competitive landscape is characterized by both public and private sector companies, leading to healthy competition and improved services for consumers. Expansion into underserved regions and the development of innovative CNG-based solutions will be crucial factors in shaping the future of the Indian CNG market. (Note: Precise numerical values for X and Y cannot be provided without the actual value represented by "XX" in the original data.)

CNG Industry in India: A Comprehensive Market Report (2019-2033)
This in-depth report provides a comprehensive analysis of the burgeoning Compressed Natural Gas (CNG) industry in India, encompassing market dynamics, growth trends, key players, and future outlook. The report utilizes data from the historical period (2019-2024), base year (2025), and forecast period (2025-2033) to offer invaluable insights for industry professionals, investors, and policymakers. Market values are presented in million units.
CNG Industry in India Market Dynamics & Structure
The Indian CNG market is characterized by moderate concentration, with key players like Bharat Petroleum Corporation Limited, GAIL (India) Limited, and Adani Group holding significant market share. Technological innovation is driven by efficiency improvements in CNG vehicle technology and the expansion of CNG fueling infrastructure. Stringent emission norms are pushing the adoption of CNG, shaping the regulatory framework. Competition primarily comes from LPG and electric vehicles; however, CNG's price advantage remains a key differentiator. M&A activity is moderate, primarily focused on expanding distribution networks and acquiring city gas distribution licenses.
- Market Concentration: Highly concentrated, with the top 5 players holding approximately xx% market share (2024).
- Technological Innovation: Focus on improving CNG vehicle efficiency, fuel delivery systems, and reducing methane emissions. Barriers include high initial infrastructure investment and technological dependence on global players.
- Regulatory Framework: Government policies promoting CNG adoption, including subsidies and emission standards.
- Competitive Substitutes: LPG, Electricity, and potentially hydrogen fuel cells.
- End-User Demographics: Primarily urban populations in major cities and industrial areas.
- M&A Trends: Consolidation through acquisitions of smaller city gas distribution companies and expansions into new geographical areas. Estimated xx M&A deals in the period 2019-2024.
CNG Industry in India Growth Trends & Insights
The Indian CNG market experienced robust growth between 2019 and 2024, driven by increasing vehicle adoption, particularly in light passenger vehicles. While the initial years saw gradual expansion, the post-pandemic period witnessed a significant surge in demand fuelled by rising fuel prices and government incentives. The adoption rate has shown consistent growth, particularly in cities with well-established CNG infrastructure. However, challenges such as limited refueling infrastructure in rural areas, price volatility, and technological advancements in competing fuel sources influence the long-term growth trajectory. The CAGR for the period 2019-2024 is estimated at xx%, and the market size in 2024 is projected at xx million units. The forecast for 2025-2033 projects a CAGR of xx%, reaching xx million units by 2033.

Dominant Regions, Countries, or Segments in CNG Industry in India
The largest segment within the Indian CNG market is light passenger vehicles, driven by increasing affordability and government initiatives to promote CNG as a cleaner fuel option. Major metropolitan areas like Mumbai, Delhi, and Bengaluru lead in CNG adoption due to extensive infrastructure and favorable regulatory policies. Medium/Heavy duty vehicle adoption is also steadily growing, propelled by economic benefits and emission regulations. The "Others" segment, including industrial and commercial applications, is expected to show a gradual but steady rise.
- Key Drivers for Light Passenger Vehicles: Affordability, government subsidies, emission norms, readily available infrastructure in major cities.
- Key Drivers for Medium/Heavy Duty Vehicles: Reduced operational costs, stricter emission norms, improving vehicle technology.
- Market Share: Light Passenger Vehicles (xx%), Medium/Heavy Duty Vehicles (xx%), Others (xx%) in 2024.
CNG Industry in India Product Landscape
The CNG industry in India showcases advancements in vehicle technology, emphasizing fuel efficiency and emission reduction. CNG kits are becoming more sophisticated, with enhanced safety features and optimized fuel delivery systems. Technological advancements focus on reducing methane leakage from CNG vehicles and improving the overall performance of CNG engines. Unique selling propositions often center around cost savings, reduced emissions, and compliance with environmental regulations.
Key Drivers, Barriers & Challenges in CNG Industry in India
Key Drivers: Increasing fuel prices of petrol and diesel, stringent emission regulations, government subsidies and incentives, and rising environmental awareness among consumers. The growing urbanization and expanding middle class also contribute to CNG market growth.
Key Challenges: Limited CNG infrastructure in rural areas, price volatility of natural gas, competition from other alternative fuels (LPG, Electric vehicles), and potential supply chain disruptions. The infrastructure cost for establishing new CNG stations is also a significant barrier.
Emerging Opportunities in CNG Industry in India
Opportunities lie in expanding CNG infrastructure in rural and underserved areas, promoting CNG adoption in the commercial and industrial sectors, and developing innovative technologies to improve CNG vehicle efficiency and reduce methane emissions. The growing interest in CNG-powered public transportation systems and the development of CNG-based power generation solutions present further growth prospects.
Growth Accelerators in the CNG Industry in India Industry
Strategic partnerships between CNG providers and vehicle manufacturers are key to accelerating market growth. Technological advancements in CNG storage and delivery systems, coupled with government initiatives focused on infrastructure development, will play a crucial role. Expansion into new markets and segments, including the agricultural sector, and utilizing renewable natural gas sources for CNG production will further propel market expansion.
Key Players Shaping the CNG Industry in India Market
- Bharat Petroleum Corporation Limited
- THINK Gas Distribution Pvt Ltd
- Hindustan Petroleum Corporation Limited
- MGL
- Central U P Gas Limited
- GAIL (India) Limited
- Adani Group
- Gujarat Gas Ltd
- AG&P
Notable Milestones in CNG Industry in India Sector
- July 2022: CNG prices increased by Rs 4 per kg in Mumbai, marking the 10th increase in 18 months. This resulted in a 62% price increase since February 2021 (from Rs 49.40/kg to Rs 80/kg).
- July 2022: The Ministry of Petroleum and Natural Gas & Housing and Urban Affairs commissioned 166 new CNG stations across 14 states.
In-Depth CNG Industry in India Market Outlook
The Indian CNG market is poised for continued growth, driven by favorable government policies, increasing environmental awareness, and the cost-effectiveness of CNG compared to conventional fuels. Strategic investments in infrastructure development, technological innovation, and strategic partnerships will be critical in unlocking the full potential of this market. The focus on sustainable CNG production using renewable sources and the integration of CNG with other transportation solutions will shape the industry's future landscape.
CNG Industry in India Segmentation
-
1. Application
- 1.1. Light Passenger Vehicles
- 1.2. Medium/Heavy Duty Vehicles
- 1.3. Others
CNG Industry in India Segmentation By Geography
-
1. North America
- 1.1. United States
- 1.2. Canada
- 1.3. Mexico
-
2. South America
- 2.1. Brazil
- 2.2. Argentina
- 2.3. Rest of South America
-
3. Europe
- 3.1. United Kingdom
- 3.2. Germany
- 3.3. France
- 3.4. Italy
- 3.5. Spain
- 3.6. Russia
- 3.7. Benelux
- 3.8. Nordics
- 3.9. Rest of Europe
-
4. Middle East & Africa
- 4.1. Turkey
- 4.2. Israel
- 4.3. GCC
- 4.4. North Africa
- 4.5. South Africa
- 4.6. Rest of Middle East & Africa
-
5. Asia Pacific
- 5.1. China
- 5.2. India
- 5.3. Japan
- 5.4. South Korea
- 5.5. ASEAN
- 5.6. Oceania
- 5.7. Rest of Asia Pacific

CNG Industry in India 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.; Increase in Prices of Electricity Procured from Conventional Mechanisms 4.; Decline in Cost of Solar Energy Infrastructure
- 3.3. Market Restrains
- 3.3.1. 4.; Competition from Other Alternative Energy Sources
- 3.4. Market Trends
- 3.4.1. Increased Electric Vehicle Adoption is Expected to Restrain 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. Global CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Application
- 5.1.1. Light Passenger Vehicles
- 5.1.2. Medium/Heavy Duty Vehicles
- 5.1.3. Others
- 5.2. Market Analysis, Insights and Forecast - by Region
- 5.2.1. North America
- 5.2.2. South America
- 5.2.3. Europe
- 5.2.4. Middle East & Africa
- 5.2.5. Asia Pacific
- 5.1. Market Analysis, Insights and Forecast - by Application
- 6. North America CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Application
- 6.1.1. Light Passenger Vehicles
- 6.1.2. Medium/Heavy Duty Vehicles
- 6.1.3. Others
- 6.1. Market Analysis, Insights and Forecast - by Application
- 7. South America CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Application
- 7.1.1. Light Passenger Vehicles
- 7.1.2. Medium/Heavy Duty Vehicles
- 7.1.3. Others
- 7.1. Market Analysis, Insights and Forecast - by Application
- 8. Europe CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Application
- 8.1.1. Light Passenger Vehicles
- 8.1.2. Medium/Heavy Duty Vehicles
- 8.1.3. Others
- 8.1. Market Analysis, Insights and Forecast - by Application
- 9. Middle East & Africa CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Application
- 9.1.1. Light Passenger Vehicles
- 9.1.2. Medium/Heavy Duty Vehicles
- 9.1.3. Others
- 9.1. Market Analysis, Insights and Forecast - by Application
- 10. Asia Pacific CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Application
- 10.1.1. Light Passenger Vehicles
- 10.1.2. Medium/Heavy Duty Vehicles
- 10.1.3. Others
- 10.1. Market Analysis, Insights and Forecast - by Application
- 11. North India CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 12. South India CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 13. East India CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 14. West India CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 15. Competitive Analysis
- 15.1. Global Market Share Analysis 2024
- 15.2. Company Profiles
- 15.2.1 Bharat Petroleum Corporation Limited
- 15.2.1.1. Overview
- 15.2.1.2. Products
- 15.2.1.3. SWOT Analysis
- 15.2.1.4. Recent Developments
- 15.2.1.5. Financials (Based on Availability)
- 15.2.2 THINK Gas Distribution Pvt Ltd
- 15.2.2.1. Overview
- 15.2.2.2. Products
- 15.2.2.3. SWOT Analysis
- 15.2.2.4. Recent Developments
- 15.2.2.5. Financials (Based on Availability)
- 15.2.3 Hindustan Petroleum Corporation Limited
- 15.2.3.1. Overview
- 15.2.3.2. Products
- 15.2.3.3. SWOT Analysis
- 15.2.3.4. Recent Developments
- 15.2.3.5. Financials (Based on Availability)
- 15.2.4 MGL
- 15.2.4.1. Overview
- 15.2.4.2. Products
- 15.2.4.3. SWOT Analysis
- 15.2.4.4. Recent Developments
- 15.2.4.5. Financials (Based on Availability)
- 15.2.5 Central U P Gas Limited
- 15.2.5.1. Overview
- 15.2.5.2. Products
- 15.2.5.3. SWOT Analysis
- 15.2.5.4. Recent Developments
- 15.2.5.5. Financials (Based on Availability)
- 15.2.6 GAIL (India) Limite
- 15.2.6.1. Overview
- 15.2.6.2. Products
- 15.2.6.3. SWOT Analysis
- 15.2.6.4. Recent Developments
- 15.2.6.5. Financials (Based on Availability)
- 15.2.7 Adani Group
- 15.2.7.1. Overview
- 15.2.7.2. Products
- 15.2.7.3. SWOT Analysis
- 15.2.7.4. Recent Developments
- 15.2.7.5. Financials (Based on Availability)
- 15.2.8 Gujarat Gas Ltd
- 15.2.8.1. Overview
- 15.2.8.2. Products
- 15.2.8.3. SWOT Analysis
- 15.2.8.4. Recent Developments
- 15.2.8.5. Financials (Based on Availability)
- 15.2.9 AG&P
- 15.2.9.1. Overview
- 15.2.9.2. Products
- 15.2.9.3. SWOT Analysis
- 15.2.9.4. Recent Developments
- 15.2.9.5. Financials (Based on Availability)
- 15.2.1 Bharat Petroleum Corporation Limited
List of Figures
- Figure 1: Global CNG Industry in India Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: India CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 3: India CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 4: North America CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 5: North America CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 6: North America CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 7: North America CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 9: South America CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 10: South America CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 11: South America CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 12: Europe CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 13: Europe CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 14: Europe CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 15: Europe CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 16: Middle East & Africa CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 17: Middle East & Africa CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 18: Middle East & Africa CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 19: Middle East & Africa CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 20: Asia Pacific CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 21: Asia Pacific CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 22: Asia Pacific CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 23: Asia Pacific CNG Industry in India Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global CNG Industry in India Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 3: Global CNG Industry in India Revenue Million Forecast, by Region 2019 & 2032
- Table 4: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 5: North India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 6: South India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 7: East India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: West India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 10: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 11: United States CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Canada CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Mexico CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 15: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 16: Brazil CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 17: Argentina CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Rest of South America CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 19: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 20: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 21: United Kingdom CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Germany CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 23: France CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 24: Italy CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 25: Spain CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 26: Russia CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 27: Benelux CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 28: Nordics CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 29: Rest of Europe CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 30: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 31: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 32: Turkey CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 33: Israel CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 34: GCC CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 35: North Africa CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 36: South Africa CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 37: Rest of Middle East & Africa CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 38: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 39: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 40: China CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 41: India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 42: Japan CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 43: South Korea CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 44: ASEAN CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 45: Oceania CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 46: Rest of Asia Pacific CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the CNG Industry in India?
The projected CAGR is approximately 3.00%.
2. Which companies are prominent players in the CNG Industry in India?
Key companies in the market include Bharat Petroleum Corporation Limited, THINK Gas Distribution Pvt Ltd, Hindustan Petroleum Corporation Limited, MGL, Central U P Gas Limited, GAIL (India) Limite, Adani Group, Gujarat Gas Ltd, AG&P.
3. What are the main segments of the CNG Industry in India?
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?
4.; Increase in Prices of Electricity Procured from Conventional Mechanisms 4.; Decline in Cost of Solar Energy Infrastructure.
6. What are the notable trends driving market growth?
Increased Electric Vehicle Adoption is Expected to Restrain Market.
7. Are there any restraints impacting market growth?
4.; Competition from Other Alternative Energy Sources.
8. Can you provide examples of recent developments in the market?
In July 2022, CNG companies increased the price of CNG fuel by Rs 4 per kg in Mumbai, the 10th increase over 18 months. Furthermore, since February 2021, CNG's price has risen by 62%. In February 2021, the CNG prices were Rs 49.40 per kg and reached Rs 80 per kg in July 2022.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 3800, USD 4500, and USD 5800 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 "CNG Industry in India," 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 CNG Industry in India 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 CNG Industry in India?
To stay informed about further developments, trends, and reports in the CNG Industry in India, 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