Key Insights
The India IT hardware market, valued at $19.77 billion in 2025, is projected to experience robust growth, exhibiting a Compound Annual Growth Rate (CAGR) of 7.10% from 2025 to 2033. This expansion is fueled by several key drivers. Firstly, the burgeoning digitalization across sectors like BFSI (Banking, Financial Services, and Insurance), retail, and IT and telecom is driving significant demand for enterprise storage devices, servers, PCs, and networking hardware. The rise of cloud computing, while presenting some challenges, also indirectly boosts demand for on-premise infrastructure in many organizations. Furthermore, the government's "Digital India" initiative and increasing investments in infrastructure projects are creating a favorable environment for market expansion. Growth is also witnessed across different enterprise sizes, from SMEs to large enterprises, particularly within the South and West regions of India, which display faster-than-average adoption rates. While factors such as fluctuating currency exchange rates and global supply chain disruptions might pose some challenges, the overall market outlook remains positive, indicating sustained growth throughout the forecast period.
The market segmentation reveals significant opportunities within specific hardware categories. Enterprise storage solutions, including network-attached storage (NAS) and storage area networks (SAN), are experiencing high demand due to the increasing need for data management and security. The server segment is equally vital, driven by the growth of data centers and cloud infrastructure. The PC and workstation segment continues to be a significant revenue contributor, fueled by individual and corporate purchasing, albeit at a potentially slower growth rate than other sectors. Analyzing the regional breakdown indicates significant variations in growth trajectories across different regions. A deeper understanding of specific industry segments within each region – for example, the banking sector in South India versus the manufacturing sector in West India – will help identify lucrative niche markets. Competitive dynamics are intense, with major vendors like Dell, HP, Cisco, Lenovo, and NetApp vying for market share through innovation, pricing strategies, and strategic partnerships. The market's future trajectory hinges on effective management of supply chains, adapting to technological advancements like AI and 5G, and maintaining robust cybersecurity measures.

India IT Hardware Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the India IT hardware market, encompassing market size, growth trends, key players, and future projections. The study period covers 2019-2033, with 2025 as the base and estimated year. The forecast period is 2025-2033, and the historical period is 2019-2024. This report is invaluable for industry professionals, investors, and strategists seeking to understand and capitalize on opportunities within this dynamic market. The report analyzes the market across various segments, including enterprise storage devices, servers, PCs and workstations, enterprise networking hardware, and other hardware. It also segments the market by region (North India, East India, West & Central India, South India) and industry (BFSI, Retail, IT & Telecom, Other Industries). The total market size is projected to reach xx Million units by 2033.
India IT Hardware Market Dynamics & Structure
The Indian IT hardware market is characterized by a moderately concentrated landscape with a few dominant players and numerous smaller, specialized vendors. Technological innovation, particularly in areas like AI, cloud computing, and 5G, is a major driver, while government regulations around data localization and cybersecurity influence market dynamics. The market faces competition from substitute technologies, such as cloud-based services. The end-user demographics are diverse, encompassing large enterprises, SMEs, and individual consumers. M&A activity has been moderate, with several strategic acquisitions aimed at expanding market share and technological capabilities.
- Market Concentration: The top 5 players hold an estimated xx% market share in 2025.
- Technological Innovation: Focus on AI, cloud-optimized hardware, and 5G infrastructure is driving growth.
- Regulatory Framework: Data localization policies and cybersecurity standards impact vendor strategies.
- Competitive Substitutes: Cloud services and software-defined infrastructure pose a competitive threat.
- End-User Demographics: Large enterprises, SMEs, and individual consumers represent diverse market segments.
- M&A Trends: Strategic acquisitions are focused on technology enhancement and market expansion; xx deals were recorded between 2019 and 2024.
India IT Hardware Market Growth Trends & Insights
The Indian IT hardware market has witnessed robust growth over the past few years, driven by increasing digital adoption across various sectors. The market experienced a CAGR of xx% during the historical period (2019-2024) and is projected to maintain a healthy CAGR of xx% during the forecast period (2025-2033). This growth is fueled by factors such as rising government spending on digital infrastructure, expanding internet and mobile penetration, and the increasing adoption of cloud computing and AI technologies. Consumer behavior shifts towards high-performance computing and advanced features further contribute to this expansion. The market penetration rate for key hardware segments is expected to increase significantly by 2033.

Dominant Regions, Countries, or Segments in India IT Hardware Market
The South India region is currently the dominant market for IT hardware in India, driven by strong IT infrastructure development, a high concentration of IT companies, and significant investments in technology across various sectors. The IT and Telecom sector presents the largest segment opportunity in terms of IT hardware demand. The BFSI sector also contributes significantly. Growth is expected across all regions, though South India maintains its lead due to sustained investments and industry concentration.
- Leading Region: South India (estimated xx% market share in 2025)
- Leading Industry Segment: IT & Telecom (estimated xx% market share in 2025)
- Key Growth Drivers: Government investments in digital infrastructure, growing adoption of cloud and AI technologies, and expansion of internet and mobile networks.
India IT Hardware Market Product Landscape
The IT hardware market in India offers a wide range of products, including servers, enterprise storage devices, PCs and workstations, networking equipment, and peripherals. Innovation is focused on energy efficiency, enhanced performance, and improved security features. Many vendors are emphasizing cloud-optimized hardware and integrated solutions that streamline operations. The unique selling propositions include high performance, cost-effectiveness, scalability, and advanced security features.
Key Drivers, Barriers & Challenges in India IT Hardware Market
Key Drivers: Increased government spending on digital infrastructure, rising demand from expanding businesses and industries, and technological advancements like AI and 5G are crucial drivers. Favorable government policies promote digitalization.
Key Challenges: Supply chain disruptions, fluctuating currency exchange rates, and increasing competition from global players pose significant challenges. The impact of these factors on market growth is estimated to be xx% cumulatively.
Emerging Opportunities in India IT Hardware Market
Untapped market segments in rural areas present significant opportunities. The increasing adoption of IoT, Edge computing, and AI will create demand for specialized hardware. The expansion into the healthcare and education sectors offers further potential for growth.
Growth Accelerators in the India IT Hardware Market Industry
Technological advancements, strategic partnerships, and government initiatives aimed at digitalization will accelerate growth. The development of indigenous technology and increased investment in R&D will further strengthen the market.
Key Players Shaping the India IT Hardware Market Market
- NetApp
- Acer Inc
- Juniper
- Hitachi Corporation
- Arista
- Samsung Electronics Co Ltd
- Cisco Systems Inc
- HP Inc
- Dell Technologies Inc
- Lenovo Group Ltd
- Panasonic Corporation
- IBM
Notable Milestones in India IT Hardware Market Sector
- September 2023: Tech Data's partnership with Allied Telesis boosts the networking solutions market.
- February 2023: Bharti Airtel and Vultr's partnership expands cloud solutions accessibility.
In-Depth India IT Hardware Market Market Outlook
The Indian IT hardware market is poised for sustained growth driven by strong technological advancements and rising digital adoption. Strategic partnerships and government initiatives will fuel market expansion. The focus on indigenous technology development and enhanced cybersecurity measures will also contribute to positive market dynamics. The potential for growth across various sectors, coupled with increasing investment, signals a positive outlook for the long term.
India IT Hardware Market Segmentation
-
1. Other Ha
- 1.1. List of Major Vendors in the Segment
India IT Hardware Market 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

India IT Hardware Market 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 7.10% 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. Rapid Growth in Demand for Laptops to Accommodate Hybrid Work Policies; High Demand for Technology Integration and Efficient Computing Systems; Increasing Digitization of the Public Sector
- 3.3. Market Restrains
- 3.3.1. Adverse Effects of Inflation Impacting the Market
- 3.4. Market Trends
- 3.4.1. PC and Workstations to Hold Significant Market Share
- 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 India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Other Ha
- 5.1.1. List of Major Vendors in the Segment
- 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 Other Ha
- 6. North America India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Other Ha
- 6.1.1. List of Major Vendors in the Segment
- 6.1. Market Analysis, Insights and Forecast - by Other Ha
- 7. South America India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Other Ha
- 7.1.1. List of Major Vendors in the Segment
- 7.1. Market Analysis, Insights and Forecast - by Other Ha
- 8. Europe India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Other Ha
- 8.1.1. List of Major Vendors in the Segment
- 8.1. Market Analysis, Insights and Forecast - by Other Ha
- 9. Middle East & Africa India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Other Ha
- 9.1.1. List of Major Vendors in the Segment
- 9.1. Market Analysis, Insights and Forecast - by Other Ha
- 10. Asia Pacific India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Other Ha
- 10.1.1. List of Major Vendors in the Segment
- 10.1. Market Analysis, Insights and Forecast - by Other Ha
- 11. North India India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 12. South India India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 13. East India India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 14. West India India IT Hardware Market Analysis, Insights and Forecast, 2019-2031
- 15. Competitive Analysis
- 15.1. Global Market Share Analysis 2024
- 15.2. Company Profiles
- 15.2.1 NetApp
- 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 Acer Inc
- 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 Juniper
- 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 Hitachi Corporation
- 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 Arista*List Not Exhaustive
- 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 Samsung Electronics Co Ltd
- 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 Cisco Systems Inc
- 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 HP Inc
- 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 Dell Technologies Inc
- 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)
- 15.2.10 Lenovo Group Ltd
- 15.2.10.1. Overview
- 15.2.10.2. Products
- 15.2.10.3. SWOT Analysis
- 15.2.10.4. Recent Developments
- 15.2.10.5. Financials (Based on Availability)
- 15.2.11 Panasonic Corporation
- 15.2.11.1. Overview
- 15.2.11.2. Products
- 15.2.11.3. SWOT Analysis
- 15.2.11.4. Recent Developments
- 15.2.11.5. Financials (Based on Availability)
- 15.2.12 IBM
- 15.2.12.1. Overview
- 15.2.12.2. Products
- 15.2.12.3. SWOT Analysis
- 15.2.12.4. Recent Developments
- 15.2.12.5. Financials (Based on Availability)
- 15.2.1 NetApp
List of Figures
- Figure 1: Global India IT Hardware Market Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: India India IT Hardware Market Revenue (Million), by Country 2024 & 2032
- Figure 3: India India IT Hardware Market Revenue Share (%), by Country 2024 & 2032
- Figure 4: North America India IT Hardware Market Revenue (Million), by Other Ha 2024 & 2032
- Figure 5: North America India IT Hardware Market Revenue Share (%), by Other Ha 2024 & 2032
- Figure 6: North America India IT Hardware Market Revenue (Million), by Country 2024 & 2032
- Figure 7: North America India IT Hardware Market Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America India IT Hardware Market Revenue (Million), by Other Ha 2024 & 2032
- Figure 9: South America India IT Hardware Market Revenue Share (%), by Other Ha 2024 & 2032
- Figure 10: South America India IT Hardware Market Revenue (Million), by Country 2024 & 2032
- Figure 11: South America India IT Hardware Market Revenue Share (%), by Country 2024 & 2032
- Figure 12: Europe India IT Hardware Market Revenue (Million), by Other Ha 2024 & 2032
- Figure 13: Europe India IT Hardware Market Revenue Share (%), by Other Ha 2024 & 2032
- Figure 14: Europe India IT Hardware Market Revenue (Million), by Country 2024 & 2032
- Figure 15: Europe India IT Hardware Market Revenue Share (%), by Country 2024 & 2032
- Figure 16: Middle East & Africa India IT Hardware Market Revenue (Million), by Other Ha 2024 & 2032
- Figure 17: Middle East & Africa India IT Hardware Market Revenue Share (%), by Other Ha 2024 & 2032
- Figure 18: Middle East & Africa India IT Hardware Market Revenue (Million), by Country 2024 & 2032
- Figure 19: Middle East & Africa India IT Hardware Market Revenue Share (%), by Country 2024 & 2032
- Figure 20: Asia Pacific India IT Hardware Market Revenue (Million), by Other Ha 2024 & 2032
- Figure 21: Asia Pacific India IT Hardware Market Revenue Share (%), by Other Ha 2024 & 2032
- Figure 22: Asia Pacific India IT Hardware Market Revenue (Million), by Country 2024 & 2032
- Figure 23: Asia Pacific India IT Hardware Market Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global India IT Hardware Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global India IT Hardware Market Revenue Million Forecast, by Other Ha 2019 & 2032
- Table 3: Global India IT Hardware Market Revenue Million Forecast, by Region 2019 & 2032
- Table 4: Global India IT Hardware Market Revenue Million Forecast, by Country 2019 & 2032
- Table 5: North India India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 6: South India India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 7: East India India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: West India India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Global India IT Hardware Market Revenue Million Forecast, by Other Ha 2019 & 2032
- Table 10: Global India IT Hardware Market Revenue Million Forecast, by Country 2019 & 2032
- Table 11: United States India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Canada India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Mexico India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Global India IT Hardware Market Revenue Million Forecast, by Other Ha 2019 & 2032
- Table 15: Global India IT Hardware Market Revenue Million Forecast, by Country 2019 & 2032
- Table 16: Brazil India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 17: Argentina India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Rest of South America India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 19: Global India IT Hardware Market Revenue Million Forecast, by Other Ha 2019 & 2032
- Table 20: Global India IT Hardware Market Revenue Million Forecast, by Country 2019 & 2032
- Table 21: United Kingdom India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Germany India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 23: France India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 24: Italy India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 25: Spain India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 26: Russia India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 27: Benelux India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 28: Nordics India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 29: Rest of Europe India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 30: Global India IT Hardware Market Revenue Million Forecast, by Other Ha 2019 & 2032
- Table 31: Global India IT Hardware Market Revenue Million Forecast, by Country 2019 & 2032
- Table 32: Turkey India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 33: Israel India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 34: GCC India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 35: North Africa India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 36: South Africa India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 37: Rest of Middle East & Africa India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 38: Global India IT Hardware Market Revenue Million Forecast, by Other Ha 2019 & 2032
- Table 39: Global India IT Hardware Market Revenue Million Forecast, by Country 2019 & 2032
- Table 40: China India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 41: India India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 42: Japan India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 43: South Korea India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 44: ASEAN India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 45: Oceania India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 46: Rest of Asia Pacific India IT Hardware Market Revenue (Million) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the India IT Hardware Market?
The projected CAGR is approximately 7.10%.
2. Which companies are prominent players in the India IT Hardware Market?
Key companies in the market include NetApp, Acer Inc, Juniper, Hitachi Corporation, Arista*List Not Exhaustive, Samsung Electronics Co Ltd, Cisco Systems Inc, HP Inc, Dell Technologies Inc, Lenovo Group Ltd, Panasonic Corporation, IBM.
3. What are the main segments of the India IT Hardware Market?
The market segments include Other Ha.
4. Can you provide details about the market size?
The market size is estimated to be USD 19.77 Million as of 2022.
5. What are some drivers contributing to market growth?
Rapid Growth in Demand for Laptops to Accommodate Hybrid Work Policies; High Demand for Technology Integration and Efficient Computing Systems; Increasing Digitization of the Public Sector.
6. What are the notable trends driving market growth?
PC and Workstations to Hold Significant Market Share.
7. Are there any restraints impacting market growth?
Adverse Effects of Inflation Impacting the Market.
8. Can you provide examples of recent developments in the market?
September 2023 - Tech Data, a subsidiary of TD SYNNEX, extended a partnership with Allied Telesis, a connectivity solutions and smart networks provider. As a result, Tech Data became the premium distributor for Allied Telesis India Pvt Ltd based in Mumbai, India, as part of the collaboration to enhance the country's burgeoning market for networking solutions. Allied Telesis solutions offer network control, reducing downtime and streamlining operations.
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 " India IT Hardware Market," 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 India IT Hardware Market 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 India IT Hardware Market?
To stay informed about further developments, trends, and reports in the India IT Hardware Market, 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