Key Insights
The North American flat glass market, encompassing annealed glass, coated glass, reflective glass, processed glass, and mirrors, is experiencing robust growth, driven primarily by the burgeoning construction and automotive sectors. A compound annual growth rate (CAGR) exceeding 3% from 2019 to 2024 indicates a consistently expanding market. The increasing demand for energy-efficient buildings and the rise of sustainable construction practices are fueling the adoption of energy-efficient coated and reflective glass products. Furthermore, the automotive industry's ongoing shift towards lighter vehicles and advanced driver-assistance systems (ADAS) is driving demand for specialized glass solutions, including laminated and tempered glass for enhanced safety and functionality. The solar energy sector also contributes significantly, with solar panels relying heavily on high-quality flat glass for optimal light transmission and durability. While challenges such as fluctuating raw material prices and supply chain disruptions exist, the overall market outlook remains positive, particularly with the anticipated growth in infrastructure development and the continued expansion of the renewable energy sector. The market is segmented by product type (annealed, coated, reflective, processed glass, mirrors) and end-user industry (construction, automotive, solar, others). Major players like Saint-Gobain, Guardian Industries, and AGC Inc. are strategically positioned to capitalize on these trends through innovation and expansion. The market size in 2025 is estimated to be substantial, given the historical growth and projected future expansion. Specific market segment sizes within North America are difficult to specify without additional data, but estimates considering regional construction activity, automotive production levels, and solar panel installations will provide a reasonable assessment. The continued focus on innovation and sustainability will be critical for success in this dynamic and competitive market.
Flat Glass Market in North America Market Size (In Billion)
The forecast period of 2025-2033 presents a significant opportunity for growth in the North American flat glass market. Factors such as government initiatives promoting energy efficiency and the development of smart buildings will further stimulate demand. The ongoing investment in advanced manufacturing techniques and research into new glass materials with enhanced properties will also drive innovation and market expansion. Competition among key players will intensify, prompting manufacturers to focus on product differentiation, cost optimization, and strategic partnerships to maintain market share. While potential economic downturns and fluctuations in energy prices pose risks, the overall long-term growth trajectory of the North American flat glass market remains favorable, underpinned by sustained demand from key end-user industries and a continuous drive towards sustainable and advanced glass solutions. Regional variations within North America (US, Canada, Mexico) will also need to be considered to pinpoint specific market opportunities.
Flat Glass Market in North America Company Market Share
Flat Glass Market in North America: A Comprehensive Market Analysis (2019-2033)
This in-depth report provides a comprehensive analysis of the North American flat glass market, covering the period from 2019 to 2033. It delves into market dynamics, competitive landscapes, and future growth projections, offering actionable insights for industry stakeholders. The report utilizes a robust methodology, incorporating both historical data (2019-2024) and future forecasts (2025-2033), with 2025 serving as the base year. The market is segmented by product type (Annealed Glass, Coated Glass, Reflective Glass, Processed Glass, Mirrors) and end-user industry (Construction, Automotive, Solar, Other). Key players analyzed include Nippon Sheet Glass Co Ltd, Şişecam, Saint-Gobain, BY CARDINAL GLASS INDUSTRIES INC, Fuyao Glass Industry Group Co Ltd, Guardian Industries Holdings, SCHOTT, Vitro, CPS, China Glass Holdings Limited, and AGC Inc. The report’s findings are presented in an accessible format, combining detailed analysis with clear visualizations. Total market value is projected to reach xx Million by 2033.
Flat Glass Market in North America Market Concentration & Innovation
The North American flat glass market presents a dynamic landscape characterized by moderate concentration among key players. While Saint-Gobain, AGC Inc. (prior to its divestiture), and Guardian Industries Holdings historically held dominant positions, the sale of AGC's North American architectural glass business to Cardinal Glass Industries in 2021 significantly reshaped the competitive structure. A detailed market share analysis for 2024 reveals that the top five players collectively control approximately [Insert Percentage]% of total market revenue. This consolidation reflects the influence of economies of scale, continuous technological advancements, and strategic mergers and acquisitions (M&A) activity.
Innovation Drivers: Market growth is fueled by ongoing innovation across several key areas. This includes the development of advanced glass coatings (e.g., energy-efficient, self-cleaning, and anti-reflective coatings), improvements in glass processing techniques resulting in enhanced strength and durability, and the creation of specialized glass products tailored to niche applications (e.g., solar panels, automotive windshields, and high-performance architectural glazing).
Regulatory Landscape and Sustainability: Stringent building codes and energy efficiency standards, particularly within the construction sector, significantly influence market demand. Government regulations promoting sustainable building practices are accelerating the adoption of energy-efficient glass solutions, creating a strong incentive for manufacturers to innovate in this area.
Competitive Landscape and Material Substitution: While flat glass maintains its dominant market share, it faces competition from alternative materials such as plastics and composites in specific applications. These substitutes are primarily found in lightweight automotive components and certain specialized industrial applications. The competitive landscape necessitates continuous innovation to maintain a strong market position.
End-User Market Dynamics: The robust growth of the construction sector, coupled with increasing demand for energy-efficient buildings and the expansion of the automotive and solar industries, are key drivers of market expansion. Understanding the evolving needs of these end-user segments is crucial for strategic market positioning.
Mergers and Acquisitions (M&A): Recent M&A activity, exemplified by the USD 450 million acquisition of AGC Inc.'s North American architectural glass business by Cardinal Glass Industries, underscores the strategic importance of consolidation in shaping the market. Further analysis of M&A deals between 2019 and 2024, totaling [Insert Total Transaction Value] million USD, reveals a trend toward vertical integration and increased market concentration.
Flat Glass Market in North America Industry Trends & Insights
The North American flat glass market is experiencing a period of transformation driven by several key factors. Market growth is projected to experience a Compound Annual Growth Rate (CAGR) of xx% during the forecast period (2025-2033).
Technological disruptions, such as advancements in glass coating technologies, are enhancing energy efficiency and creating new applications. Increased adoption of smart glass and self-cleaning glass contributes to market expansion. Consumer preferences are shifting towards sustainable and aesthetically pleasing products, driving demand for high-performance, energy-efficient glass solutions. Competitive dynamics are intensifying, with companies focusing on product differentiation, technological innovation, and cost optimization. The market penetration of energy-efficient glass in the construction sector continues to rise, driven by stringent building codes and environmental concerns. The automotive industry’s demand for lighter and stronger glass for improved fuel efficiency and safety features fuels market growth. The increasing adoption of solar energy is also driving the demand for specialized solar glass.
Dominant Markets & Segments in Flat Glass Market in North America
The US represents the largest market for flat glass in North America, driven by robust construction activity and a substantial automotive industry. Canada exhibits significant growth potential, especially in the solar energy sector.
Dominant Product Types:
- Annealed Glass: Remains the largest segment due to its widespread use in construction and automotive applications.
- Coated Glass: Experiencing rapid growth driven by increasing demand for energy-efficient solutions.
- Reflective Glass: Growing demand in architectural applications for aesthetic and energy-saving benefits.
Dominant End-User Industries:
- Construction: The largest segment, driven by increasing infrastructure development and the trend towards energy-efficient buildings.
- Key Drivers: Rising construction spending, government initiatives promoting sustainable building practices, and increasing urbanization.
- Automotive: A significant segment driven by the demand for lightweight, high-strength glass for improved fuel efficiency and safety.
- Solar: A rapidly growing segment fuelled by the rising adoption of solar energy globally.
Flat Glass Market in North America Product Developments
Recent product innovations focus on enhanced energy efficiency, improved strength, and aesthetic appeal. Smart glass, self-cleaning glass, and advanced coatings are revolutionizing the market, providing superior performance and functionality. These developments cater to specific application needs, such as improved insulation in buildings or enhanced safety features in automobiles, giving manufacturers a distinct competitive advantage in a dynamic market.
Report Scope & Segmentation Analysis
This report segments the North American flat glass market by product type (Annealed Glass (including tinted glass), Coated Glass, Reflective Glass, Processed Glass, Mirrors) and end-user industry (Construction, Automotive, Solar, Other). Each segment's growth projection, market size, and competitive landscape are analyzed to provide a detailed understanding of the current and future market dynamics. For example, the Annealed Glass segment is projected to grow at a CAGR of xx% during the forecast period, driven primarily by the construction industry. Similarly, the Coated Glass segment is experiencing robust growth due to the increasing demand for energy-efficient buildings and vehicles.
Key Drivers of Flat Glass Market in North America Growth
Several factors fuel the growth of the North American flat glass market. Technological advancements such as improved coatings and processing techniques lead to energy-efficient and high-performance glass products. Favorable economic conditions and increased construction activity provide strong demand. Government regulations promoting energy efficiency and sustainable construction further drive the adoption of high-performance flat glass solutions.
Challenges in the Flat Glass Market in North America Sector
The flat glass market faces challenges including fluctuating raw material prices (e.g., sand, soda ash), impacting production costs and profitability. Stringent environmental regulations and potential supply chain disruptions pose additional hurdles. Intense competition from both domestic and international players creates pricing pressures. These factors collectively impact market growth and profitability.
Emerging Opportunities in Flat Glass Market in North America
Emerging opportunities lie in the growing demand for specialized glass products for niche applications, such as smart glass technology in buildings and advanced materials for the automotive and aerospace industries. The increasing use of flat glass in solar energy applications presents significant potential for market expansion.
Leading Players in the Flat Glass Market in North America Market
- Nippon Sheet Glass Co Ltd
- Şişecam
- Saint-Gobain
- BY CARDINAL GLASS INDUSTRIES INC
- Fuyao Glass Industry Group Co Ltd
- Guardian Industries Holdings
- SCHOTT
- Vitro
- CPS
- China Glass Holdings Limited
- AGC Inc
Key Developments in Flat Glass Market in North America Industry
- June 2021: AGC Inc. sold its North American architectural glass business to Cardinal Glass Industries for USD 450 Million. This acquisition significantly reshaped the market’s competitive landscape.
- June 2021: Canadian Premium Sand announced plans to build a high-clarity flat glass plant in Winnipeg, aiming to capitalize on the rising demand for low-iron flat glass used in architectural and solar applications. This development signals the expansion of manufacturing capacity within North America.
Strategic Outlook for Flat Glass Market in North America Market
The North American flat glass market is poised for continued growth, driven by technological advancements, increased construction activity, and the growing adoption of renewable energy. Companies focusing on innovation, sustainability, and efficient supply chain management are well-positioned to capitalize on this growth. The market’s future success hinges on addressing challenges related to raw material costs and environmental regulations.
Flat Glass Market in North America Segmentation
-
1. Product Type
- 1.1. Annealed Glass (Including Tinted Glass)
- 1.2. Coater Glass
- 1.3. Reflective Glass
- 1.4. Processed Glass
- 1.5. Mirrors
-
2. End-user Industry
- 2.1. Construction
- 2.2. Automotive
- 2.3. Solar
- 2.4. Other End-user Industries
-
3. Geography
- 3.1. United States
- 3.2. Canada
- 3.3. Mexico
- 3.4. Rest of North America
Flat Glass Market in North America Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Mexico
- 4. Rest of North America
Flat Glass Market in North America Regional Market Share
Geographic Coverage of Flat Glass Market in North America
Flat Glass Market in North America REPORT HIGHLIGHTS
| Aspects | Details |
|---|---|
| Study Period | 2020-2034 |
| Base Year | 2025 |
| Estimated Year | 2026 |
| Forecast Period | 2026-2034 |
| Historical Period | 2020-2025 |
| Growth Rate | CAGR of > 3.00% from 2020-2034 |
| 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. Growing Demand for Electronic Displays; Increasing Demand from the Construction Industry
- 3.3. Market Restrains
- 3.3.1. Fluctuating Raw Material Prices
- 3.4. Market Trends
- 3.4.1. Construction Industry to Drive the Demand for Flat Glass
- 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. Flat Glass Market in North America Analysis, Insights and Forecast, 2020-2032
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 5.1.1. Annealed Glass (Including Tinted Glass)
- 5.1.2. Coater Glass
- 5.1.3. Reflective Glass
- 5.1.4. Processed Glass
- 5.1.5. Mirrors
- 5.2. Market Analysis, Insights and Forecast - by End-user Industry
- 5.2.1. Construction
- 5.2.2. Automotive
- 5.2.3. Solar
- 5.2.4. Other End-user Industries
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. United States
- 5.3.2. Canada
- 5.3.3. Mexico
- 5.3.4. Rest of North America
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Mexico
- 5.4.4. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 6. United States Flat Glass Market in North America Analysis, Insights and Forecast, 2020-2032
- 6.1. Market Analysis, Insights and Forecast - by Product Type
- 6.1.1. Annealed Glass (Including Tinted Glass)
- 6.1.2. Coater Glass
- 6.1.3. Reflective Glass
- 6.1.4. Processed Glass
- 6.1.5. Mirrors
- 6.2. Market Analysis, Insights and Forecast - by End-user Industry
- 6.2.1. Construction
- 6.2.2. Automotive
- 6.2.3. Solar
- 6.2.4. Other End-user Industries
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. United States
- 6.3.2. Canada
- 6.3.3. Mexico
- 6.3.4. Rest of North America
- 6.1. Market Analysis, Insights and Forecast - by Product Type
- 7. Canada Flat Glass Market in North America Analysis, Insights and Forecast, 2020-2032
- 7.1. Market Analysis, Insights and Forecast - by Product Type
- 7.1.1. Annealed Glass (Including Tinted Glass)
- 7.1.2. Coater Glass
- 7.1.3. Reflective Glass
- 7.1.4. Processed Glass
- 7.1.5. Mirrors
- 7.2. Market Analysis, Insights and Forecast - by End-user Industry
- 7.2.1. Construction
- 7.2.2. Automotive
- 7.2.3. Solar
- 7.2.4. Other End-user Industries
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. United States
- 7.3.2. Canada
- 7.3.3. Mexico
- 7.3.4. Rest of North America
- 7.1. Market Analysis, Insights and Forecast - by Product Type
- 8. Mexico Flat Glass Market in North America Analysis, Insights and Forecast, 2020-2032
- 8.1. Market Analysis, Insights and Forecast - by Product Type
- 8.1.1. Annealed Glass (Including Tinted Glass)
- 8.1.2. Coater Glass
- 8.1.3. Reflective Glass
- 8.1.4. Processed Glass
- 8.1.5. Mirrors
- 8.2. Market Analysis, Insights and Forecast - by End-user Industry
- 8.2.1. Construction
- 8.2.2. Automotive
- 8.2.3. Solar
- 8.2.4. Other End-user Industries
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. United States
- 8.3.2. Canada
- 8.3.3. Mexico
- 8.3.4. Rest of North America
- 8.1. Market Analysis, Insights and Forecast - by Product Type
- 9. Rest of North America Flat Glass Market in North America Analysis, Insights and Forecast, 2020-2032
- 9.1. Market Analysis, Insights and Forecast - by Product Type
- 9.1.1. Annealed Glass (Including Tinted Glass)
- 9.1.2. Coater Glass
- 9.1.3. Reflective Glass
- 9.1.4. Processed Glass
- 9.1.5. Mirrors
- 9.2. Market Analysis, Insights and Forecast - by End-user Industry
- 9.2.1. Construction
- 9.2.2. Automotive
- 9.2.3. Solar
- 9.2.4. Other End-user Industries
- 9.3. Market Analysis, Insights and Forecast - by Geography
- 9.3.1. United States
- 9.3.2. Canada
- 9.3.3. Mexico
- 9.3.4. Rest of North America
- 9.1. Market Analysis, Insights and Forecast - by Product Type
- 10. Competitive Analysis
- 10.1. Market Share Analysis 2025
- 10.2. Company Profiles
- 10.2.1 Nippon Sheet Glass Co Ltd
- 10.2.1.1. Overview
- 10.2.1.2. Products
- 10.2.1.3. SWOT Analysis
- 10.2.1.4. Recent Developments
- 10.2.1.5. Financials (Based on Availability)
- 10.2.2 Şişecam
- 10.2.2.1. Overview
- 10.2.2.2. Products
- 10.2.2.3. SWOT Analysis
- 10.2.2.4. Recent Developments
- 10.2.2.5. Financials (Based on Availability)
- 10.2.3 Saint-Gobain
- 10.2.3.1. Overview
- 10.2.3.2. Products
- 10.2.3.3. SWOT Analysis
- 10.2.3.4. Recent Developments
- 10.2.3.5. Financials (Based on Availability)
- 10.2.4 BY CARDINAL GLASS INDUSTRIES INC
- 10.2.4.1. Overview
- 10.2.4.2. Products
- 10.2.4.3. SWOT Analysis
- 10.2.4.4. Recent Developments
- 10.2.4.5. Financials (Based on Availability)
- 10.2.5 Fuyao Glass Industry Group Co Ltd
- 10.2.5.1. Overview
- 10.2.5.2. Products
- 10.2.5.3. SWOT Analysis
- 10.2.5.4. Recent Developments
- 10.2.5.5. Financials (Based on Availability)
- 10.2.6 Guardian Industries Holdings
- 10.2.6.1. Overview
- 10.2.6.2. Products
- 10.2.6.3. SWOT Analysis
- 10.2.6.4. Recent Developments
- 10.2.6.5. Financials (Based on Availability)
- 10.2.7 SCHOTT
- 10.2.7.1. Overview
- 10.2.7.2. Products
- 10.2.7.3. SWOT Analysis
- 10.2.7.4. Recent Developments
- 10.2.7.5. Financials (Based on Availability)
- 10.2.8 Vitro*List Not Exhaustive
- 10.2.8.1. Overview
- 10.2.8.2. Products
- 10.2.8.3. SWOT Analysis
- 10.2.8.4. Recent Developments
- 10.2.8.5. Financials (Based on Availability)
- 10.2.9 CPS
- 10.2.9.1. Overview
- 10.2.9.2. Products
- 10.2.9.3. SWOT Analysis
- 10.2.9.4. Recent Developments
- 10.2.9.5. Financials (Based on Availability)
- 10.2.10 China Glass Holdings Limited
- 10.2.10.1. Overview
- 10.2.10.2. Products
- 10.2.10.3. SWOT Analysis
- 10.2.10.4. Recent Developments
- 10.2.10.5. Financials (Based on Availability)
- 10.2.11 AGC Inc
- 10.2.11.1. Overview
- 10.2.11.2. Products
- 10.2.11.3. SWOT Analysis
- 10.2.11.4. Recent Developments
- 10.2.11.5. Financials (Based on Availability)
- 10.2.1 Nippon Sheet Glass Co Ltd
List of Figures
- Figure 1: Flat Glass Market in North America Revenue Breakdown (Million, %) by Product 2025 & 2033
- Figure 2: Flat Glass Market in North America Share (%) by Company 2025
List of Tables
- Table 1: Flat Glass Market in North America Revenue Million Forecast, by Product Type 2020 & 2033
- Table 2: Flat Glass Market in North America Revenue Million Forecast, by End-user Industry 2020 & 2033
- Table 3: Flat Glass Market in North America Revenue Million Forecast, by Geography 2020 & 2033
- Table 4: Flat Glass Market in North America Revenue Million Forecast, by Region 2020 & 2033
- Table 5: Flat Glass Market in North America Revenue Million Forecast, by Product Type 2020 & 2033
- Table 6: Flat Glass Market in North America Revenue Million Forecast, by End-user Industry 2020 & 2033
- Table 7: Flat Glass Market in North America Revenue Million Forecast, by Geography 2020 & 2033
- Table 8: Flat Glass Market in North America Revenue Million Forecast, by Country 2020 & 2033
- Table 9: Flat Glass Market in North America Revenue Million Forecast, by Product Type 2020 & 2033
- Table 10: Flat Glass Market in North America Revenue Million Forecast, by End-user Industry 2020 & 2033
- Table 11: Flat Glass Market in North America Revenue Million Forecast, by Geography 2020 & 2033
- Table 12: Flat Glass Market in North America Revenue Million Forecast, by Country 2020 & 2033
- Table 13: Flat Glass Market in North America Revenue Million Forecast, by Product Type 2020 & 2033
- Table 14: Flat Glass Market in North America Revenue Million Forecast, by End-user Industry 2020 & 2033
- Table 15: Flat Glass Market in North America Revenue Million Forecast, by Geography 2020 & 2033
- Table 16: Flat Glass Market in North America Revenue Million Forecast, by Country 2020 & 2033
- Table 17: Flat Glass Market in North America Revenue Million Forecast, by Product Type 2020 & 2033
- Table 18: Flat Glass Market in North America Revenue Million Forecast, by End-user Industry 2020 & 2033
- Table 19: Flat Glass Market in North America Revenue Million Forecast, by Geography 2020 & 2033
- Table 20: Flat Glass Market in North America Revenue Million Forecast, by Country 2020 & 2033
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Flat Glass Market in North America?
The projected CAGR is approximately > 3.00%.
2. Which companies are prominent players in the Flat Glass Market in North America?
Key companies in the market include Nippon Sheet Glass Co Ltd, Şişecam, Saint-Gobain, BY CARDINAL GLASS INDUSTRIES INC, Fuyao Glass Industry Group Co Ltd, Guardian Industries Holdings, SCHOTT, Vitro*List Not Exhaustive, CPS, China Glass Holdings Limited, AGC Inc.
3. What are the main segments of the Flat Glass Market in North America?
The market segments include Product Type, End-user Industry, Geography.
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?
Growing Demand for Electronic Displays; Increasing Demand from the Construction Industry.
6. What are the notable trends driving market growth?
Construction Industry to Drive the Demand for Flat Glass.
7. Are there any restraints impacting market growth?
Fluctuating Raw Material Prices.
8. Can you provide examples of recent developments in the market?
June 2021: AGC Inc. has announced to sell its North American architectural glass business to Cardinal Glass Industries, with a transfer deal of USD 450 million. Moreover, the facilities included in the sale include AGC Inc.'s Greenland, Tennessee, float glass manufacturing plant with two furnaces and one coater; its coating facility in Abingdon, Virginia; and a float plant in Spring Hill, Kansas, with one furnace.
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 "Flat Glass Market in North America," 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 Flat Glass Market in North America 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 Flat Glass Market in North America?
To stay informed about further developments, trends, and reports in the Flat Glass Market in North America, 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