Key Insights
The Indian CNG market, valued at approximately ₹X million in 2025 (assuming a logical estimation based on the provided CAGR and market size), is projected to experience robust growth, driven by increasing environmental concerns, government initiatives promoting cleaner fuels, and rising vehicle ownership, particularly in passenger car segments. The 3% CAGR indicates a steady expansion, although this rate might accelerate if supportive policies are strengthened or if the price gap between CNG and petrol/diesel narrows. Key market segments include light passenger vehicles, which currently dominate consumption, followed by medium/heavy-duty vehicles. The "Others" segment may show significant growth based on wider adoption in areas like industrial applications and power generation. Leading players like Bharat Petroleum, GAIL, and Adani Group are actively shaping the market landscape through infrastructure development and expansion of CNG dispensing stations. Regional variations exist, with densely populated urban areas in North and West India likely showcasing higher demand compared to other regions. However, infrastructural development and government initiatives to expand CNG networks across the country can significantly influence regional growth patterns. Potential restraints include fluctuating natural gas prices, the need for further expansion of the CNG infrastructure, especially in rural areas, and the continued competition from alternative fuels.
Growth in the next decade hinges on effective policy support, technological advancements improving CNG vehicle efficiency, and a continued focus on infrastructure upgrades. The government's push towards electric vehicles could present a long-term challenge, but CNG's immediate cost advantage and established infrastructure make it a crucial transitional fuel in India's efforts to reduce carbon emissions. Strategic partnerships between private companies and public sector players will play a vital role in accelerating market penetration and fulfilling the demand. The consistent expansion of the CNG distribution network and the increasing affordability of CNG vehicles will significantly influence the market trajectory during the forecast period (2025-2033).

CNG Industry in India: A Comprehensive Market Report (2019-2033)
This in-depth report provides a comprehensive analysis of the CNG industry in India, covering market structure, dynamics, key players, and future outlook from 2019 to 2033. It leverages extensive data and insights to offer actionable intelligence for industry professionals, investors, and policymakers. The study period spans 2019-2033, with 2025 as the base and estimated year, and a forecast period of 2025-2033. The historical period analyzed is 2019-2024. The report encompasses a market size of xx Million USD.
CNG Industry in India Market Structure & Innovation Trends
This section analyzes the competitive landscape of the Indian CNG market, encompassing market concentration, innovation drivers, regulatory frameworks, and significant M&A activities. The report examines the market share of key players like Bharat Petroleum Corporation Limited, Hindustan Petroleum Corporation Limited, GAIL (India) Limited, and others, providing a detailed picture of market concentration. Innovation drivers are explored, focusing on technological advancements in CNG infrastructure and vehicle technology. The regulatory framework governing the CNG industry is analyzed, including its impact on market growth and investment decisions. The report also examines the impact of product substitutes, the demographics of end-users, and the details of recent M&A deals with estimated values (xx Million USD).
- Market Share: Bharat Petroleum Corporation Limited holds an estimated xx% market share, followed by Hindustan Petroleum Corporation Limited with xx%, and GAIL (India) Limited with xx%. Other significant players include MGL, Gujarat Gas Ltd, and Adani Group.
- M&A Activity: The report details recent mergers and acquisitions in the sector, analyzing their impact on market consolidation and competition. Deal values are estimated at xx Million USD in the past five years.
- Innovation Drivers: Focus on advancements in CNG vehicle technology, development of efficient CNG fueling stations and infrastructure upgrades.
- Regulatory Framework: Analysis of government policies and regulations impacting the CNG industry, including pricing regulations and environmental standards.

CNG Industry in India Market Dynamics & Trends
This section delves into the market dynamics and trends driving the growth of the Indian CNG industry. The report analyzes market growth drivers, technological disruptions, evolving consumer preferences, and competitive dynamics. Key metrics, including the Compound Annual Growth Rate (CAGR) and market penetration rates, are presented with forecasts spanning from 2025 to 2033. This section also factors in the substantial price increase in CNG fuel since February 2021 – a 62% rise, culminating in a Rs 4/kg increase in Mumbai in July 2022, marking the tenth price hike in 18 months. The report analyses the impacts of such volatile pricing on consumer behavior and market stability. Market size is projected to reach xx Million USD by 2033.

Dominant Regions & Segments in CNG Industry in India
This section identifies the leading regions and segments within the Indian CNG market, focusing on application segments: Light Passenger Vehicles, Medium/Heavy Duty Vehicles, and Others. The analysis utilizes bullet points to highlight key economic, infrastructural, and policy drivers contributing to the dominance of specific regions and segments. A detailed paragraph-based dominance analysis further elaborates on these factors.
- Light Passenger Vehicles: This segment is expected to dominate the market driven by increasing affordability of CNG vehicles, government incentives, and rising fuel prices.
- Medium/Heavy Duty Vehicles: This segment shows significant potential driven by increasing adoption in commercial transportation, coupled with governmental initiatives to support the adoption of cleaner fuels.
- Others: The report assesses the market size and growth potential of other applications.
- Dominant Region: The report identifies the leading region based on consumption and infrastructure development, incorporating factors like government policies and economic development.
CNG Industry in India Product Innovations
This section summarizes recent product developments, applications, and competitive advantages in the CNG industry in India. It emphasizes technological trends and market fit, highlighting innovations in CNG vehicle technology, refueling infrastructure, and related technologies. This includes innovations in CNG dispensing equipment leading to faster refueling and improved safety.
Report Scope & Segmentation Analysis
This report segments the Indian CNG market by application: Light Passenger Vehicles, Medium/Heavy Duty Vehicles, and Others. Each segment's growth projections, market size estimates, and competitive dynamics are presented. Market size for Light Passenger Vehicles is estimated at xx Million USD in 2025, while Medium/Heavy Duty Vehicles is projected at xx Million USD and Others at xx Million USD.
Key Drivers of CNG Industry in India Growth
This section outlines the key drivers propelling the growth of the Indian CNG industry. These drivers encompass technological advancements (like improved CNG vehicle technology and efficient dispensing equipment), supportive government policies and economic factors (like rising fuel prices and government incentives for CNG adoption). Regulatory factors supporting CNG infrastructure development also significantly influence growth.
Challenges in the CNG Industry in India Sector
This section addresses the challenges confronting the Indian CNG industry. These include regulatory hurdles in infrastructure development, supply chain issues, and intense competition among various players. The section quantifies the impact of these challenges on market growth and profitability. One major challenge is the fluctuating price of natural gas, which directly impacts CNG prices and consumer demand.
Emerging Opportunities in CNG Industry in India
This section highlights emerging trends and opportunities in the Indian CNG market. This includes the potential for expansion into new markets (rural and underserved areas), leveraging technological advancements (like advanced CNG refueling technologies), and catering to changing consumer preferences (such as preference for environmentally friendly fuel options).
Leading Players in 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
Key Developments in CNG Industry in India Industry
- July 2022: CNG prices increased by Rs 4/kg in Mumbai, the tenth increase in 18 months, resulting in a 62% price rise since February 2021.
- July 2022: The Ministry of Petroleum and Natural Gas & Housing and Urban Affairs commissioned 166 CNG stations across 14 states, facilitated by GAIL (India) Limited and nine City Gas Distribution companies.
Future Outlook for CNG Industry in India Market
The future outlook for the Indian CNG industry is positive, driven by strong government support for cleaner fuels, increasing consumer awareness of environmental concerns, and rising demand from both the passenger and commercial vehicle segments. Strategic opportunities exist in expanding infrastructure, technological advancements in CNG vehicles and fueling stations, and capitalizing on the growing market in underserved regions. The industry is poised for significant growth over the forecast period (2025-2033).
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