Glass lenses are molded pieces of glass that are popularly worn with spectacles to rectify vision impairments. These lenses adjust the amount of light that enters the eye and are available in various forms depending upon the degree of defect in the consumer's eye and requirement. They offer protection to the eyes from environmental pollutants such as debris, wind, and UV rays. The consumers can add different kinds of coatings on the lens, such as anti-reflective, blue-light reduction, scratch-resistant, and UV protection, that assist them in customizing it to a greater extent.
MARKET DYNAMICS
The glass lens market has witnessed a significant growth owing to factors such as increasing digital literacy with the growing trend of digitalization. Moreover, the growing geriatric population across the globe have been providing a huge market opportunity for the key players operating in the glass lens market. However, volatile prices is projected to hamper the overall growth of the glass lens market.
MARKET SCOPE
The "Global Glass Lens Market Analysis to 2028" is a specialized and in-depth study of the chemical and materials industry with a special focus on the global market trend analysis. The report aims to provide an overview of the glass lens market with detailed market segmentation product, application, and geography. The global glass lens market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading glass lens market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global glass lens market is segmented on the basis of product type, coating and distribution channel. On the basis of product type, the global glass lens market is divided into single vision lenses , progressive lenses , bifocal and trifocal lenses , photochromic lenses , polarized lenses and others. On the basis of coating, the market is divided into anti-reflective, blue light reduction, scratch-resistant and uv protection. On the basis of distribution channel, the global glass lens market is divided into online and offline.
REGIONAL FRAMEWORK
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global glass lens market based on various segments. It also provides marketsize and forecast estimates from the year 2020 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The glass lens market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the glass lens market from both demand and supply side and further evaluates market dynamics affecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the glass lens market in these regions.
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The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global glass lens market based on various segments. It also provides marketsize and forecast estimates from the year 2020 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The glass lens market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the glass lens market from both demand and supply side and further evaluates market dynamics affecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the glass lens market in these regions.
MARKET PLAYERS
The reports cover key developments in the glass lens market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the marketwere acquisitions, and partnership & collaborations. These activities have paved way for the expansion of business and customer base of market players. The market pl ayers from glass lens market is anticipated to lucrative growth opportunities in the future with the rising demand for glass lens in the global market. Below mentioned is the list of few companies engaged in the glass lens market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the glass lens market. In addition, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last 3 years, the key development in the past five years.
- Carl Zeiss Inc.
- Eastman Kodak Company
- Essilor International S.A.
- Fielmann AG
- Hoya Corporation
- JiangSu HongChen Optical Company
- Luxottica Group S.p.A.
- Nikon Corporation
- Seiko Holdings Corporation
- Shanghai Conant Optics Company
The Insight Partner's dedicated research and analysis team consist of experienced professionals with advanced statistical expertise and offer various customization options in the existing study.
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
1.INTRODUCTION
1.1.SCOPE OF THE STUDY
1.2.THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3.MARKET SEGMENTATION
1.3.1Glass Lens Market - By Product Type
1.3.2Glass Lens Market - By Coating
1.3.3Glass Lens Market - By Distribution Channel
1.3.4Glass Lens Market - By Region
1.3.4.1By Country
2.KEY TAKEAWAYS
3.RESEARCH METHODOLOGY
4.GLASS LENS MARKET LANDSCAPE
4.1.OVERVIEW
4.2.PEST ANALYSIS
4.2.1North America - Pest Analysis
4.2.2Europe - Pest Analysis
4.2.3Asia-Pacific - Pest Analysis
4.2.4Middle East and Africa - Pest Analysis
4.2.5South and Central America - Pest Analysis
4.3.EXPERT OPINIONS
5.GLASS LENS MARKET - KEY MARKET DYNAMICS
5.1.KEY MARKET DRIVERS
5.2.KEY MARKET RESTRAINTS
5.3.KEY MARKET OPPORTUNITIES
5.4.FUTURE TRENDS
5.5.IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6.GLASS LENS MARKET - GLOBAL MARKET ANALYSIS
6.1.GLASS LENS - GLOBAL MARKET OVERVIEW
6.2.GLASS LENS - GLOBAL MARKET AND FORECAST TO 2028
6.3.MARKET POSITIONING/MARKET SHARE
7.GLASS LENS MARKET - REVENUE AND FORECASTS TO 2028 " PRODUCT TYPE
7.1.OVERVIEW
7.2.PRODUCT TYPE MARKET FORECASTS AND ANALYSIS
7.3.SINGLE VISION LENSES
7.3.1.Overview
7.3.2.Single Vision Lenses Market Forecast and Analysis
7.4.PROGRESSIVE LENSES
7.4.1.Overview
7.4.2.Progressive Lenses Market Forecast and Analysis
7.5.BIFOCAL AND TRIFOCAL LENSES
7.5.1.Overview
7.5.2.Bifocal and Trifocal Lenses Market Forecast and Analysis
7.6.PHOTOCHROMIC LENSES
7.6.1.Overview
7.6.2.Photochromic Lenses Market Forecast and Analysis
7.7.POLARIZED LENSES
7.7.1.Overview
7.7.2.Polarized Lenses Market Forecast and Analysis
7.8.OTHERS
7.8.1.Overview
7.8.2.Others Market Forecast and Analysis
8.GLASS LENS MARKET - REVENUE AND FORECASTS TO 2028 " COATING
8.1.OVERVIEW
8.2.COATING MARKET FORECASTS AND ANALYSIS
8.3.ANTI-REFLECTIVE
8.3.1.Overview
8.3.2.Anti-Reflective Market Forecast and Analysis
8.4.BLUE LIGHT REDUCTION
8.4.1.Overview
8.4.2.Blue Light Reduction Market Forecast and Analysis
8.5.SCRATCH-RESISTANT
8.5.1.Overview
8.5.2.Scratch-Resistant Market Forecast and Analysis
8.6.UV PROTECTION
8.6.1.Overview
8.6.2.UV Protection Market Forecast and Analysis
9.GLASS LENS MARKET - REVENUE AND FORECASTS TO 2028 " DISTRIBUTION CHANNEL
9.1.OVERVIEW
9.2.DISTRIBUTION CHANNEL MARKET FORECASTS AND ANALYSIS
9.3.OFFLINE
9.3.1.Overview
9.3.2.Offline Market Forecast and Analysis
9.4.ONLINE
9.4.1.Overview
9.4.2.Online Market Forecast and Analysis
10.GLASS LENS MARKET REVENUE AND FORECASTS TO 2028 " GEOGRAPHICAL ANALYSIS
10.1.NORTH AMERICA
10.1.1North America Glass Lens Market Overview
10.1.2North America Glass Lens Market Forecasts and Analysis
10.1.3North America Glass Lens Market Forecasts and Analysis - By Product Type
10.1.4North America Glass Lens Market Forecasts and Analysis - By Coating
10.1.5North America Glass Lens Market Forecasts and Analysis - By Distribution Channel
10.1.6North America Glass Lens Market Forecasts and Analysis - By Countries
10.1.6.1United States Glass Lens Market
10.1.6.1.1United States Glass Lens Market by Product Type
10.1.6.1.2United States Glass Lens Market by Coating
10.1.6.1.3United States Glass Lens Market by Distribution Channel
10.1.6.2Canada Glass Lens Market
10.1.6.2.1Canada Glass Lens Market by Product Type
10.1.6.2.2Canada Glass Lens Market by Coating
10.1.6.2.3Canada Glass Lens Market by Distribution Channel
10.1.6.3Mexico Glass Lens Market
10.1.6.3.1Mexico Glass Lens Market by Product Type
10.1.6.3.2Mexico Glass Lens Market by Coating
10.1.6.3.3Mexico Glass Lens Market by Distribution Channel
10.2.EUROPE
10.2.1Europe Glass Lens Market Overview
10.2.2Europe Glass Lens Market Forecasts and Analysis
10.2.3Europe Glass Lens Market Forecasts and Analysis - By Product Type
10.2.4Europe Glass Lens Market Forecasts and Analysis - By Coating
10.2.5Europe Glass Lens Market Forecasts and Analysis - By Distribution Channel
10.2.6Europe Glass Lens Market Forecasts and Analysis - By Countries
10.2.6.1Germany Glass Lens Market
10.2.6.1.1Germany Glass Lens Market by Product Type
10.2.6.1.2Germany Glass Lens Market by Coating
10.2.6.1.3Germany Glass Lens Market by Distribution Channel
10.2.6.2France Glass Lens Market
10.2.6.2.1France Glass Lens Market by Product Type
10.2.6.2.2France Glass Lens Market by Coating
10.2.6.2.3France Glass Lens Market by Distribution Channel
10.2.6.3Italy Glass Lens Market
10.2.6.3.1Italy Glass Lens Market by Product Type
10.2.6.3.2Italy Glass Lens Market by Coating
10.2.6.3.3Italy Glass Lens Market by Distribution Channel
10.2.6.4United Kingdom Glass Lens Market
10.2.6.4.1United Kingdom Glass Lens Market by Product Type
10.2.6.4.2United Kingdom Glass Lens Market by Coating
10.2.6.4.3United Kingdom Glass Lens Market by Distribution Channel
10.2.6.5Russia Glass Lens Market
10.2.6.5.1Russia Glass Lens Market by Product Type
10.2.6.5.2Russia Glass Lens Market by Coating
10.2.6.5.3Russia Glass Lens Market by Distribution Channel
10.2.6.6Rest of Europe Glass Lens Market
10.2.6.6.1Rest of Europe Glass Lens Market by Product Type
10.2.6.6.2Rest of Europe Glass Lens Market by Coating
10.2.6.6.3Rest of Europe Glass Lens Market by Distribution Channel
10.3.ASIA-PACIFIC
10.3.1Asia-Pacific Glass Lens Market Overview
10.3.2Asia-Pacific Glass Lens Market Forecasts and Analysis
10.3.3Asia-Pacific Glass Lens Market Forecasts and Analysis - By Product Type
10.3.4Asia-Pacific Glass Lens Market Forecasts and Analysis - By Coating
10.3.5Asia-Pacific Glass Lens Market Forecasts and Analysis - By Distribution Channel
10.3.6Asia-Pacific Glass Lens Market Forecasts and Analysis - By Countries
10.3.6.1Australia Glass Lens Market
10.3.6.1.1Australia Glass Lens Market by Product Type
10.3.6.1.2Australia Glass Lens Market by Coating
10.3.6.1.3Australia Glass Lens Market by Distribution Channel
10.3.6.2China Glass Lens Market
10.3.6.2.1China Glass Lens Market by Product Type
10.3.6.2.2China Glass Lens Market by Coating
10.3.6.2.3China Glass Lens Market by Distribution Channel
10.3.6.3India Glass Lens Market
10.3.6.3.1India Glass Lens Market by Product Type
10.3.6.3.2India Glass Lens Market by Coating
10.3.6.3.3India Glass Lens Market by Distribution Channel
10.3.6.4Japan Glass Lens Market
10.3.6.4.1Japan Glass Lens Market by Product Type
10.3.6.4.2Japan Glass Lens Market by Coating
10.3.6.4.3Japan Glass Lens Market by Distribution Channel
10.3.6.5South Korea Glass Lens Market
10.3.6.5.1South Korea Glass Lens Market by Product Type
10.3.6.5.2South Korea Glass Lens Market by Coating
10.3.6.5.3South Korea Glass Lens Market by Distribution Channel
10.3.6.6Rest of Asia-Pacific Glass Lens Market
10.3.6.6.1Rest of Asia-Pacific Glass Lens Market by Product Type
10.3.6.6.2Rest of Asia-Pacific Glass Lens Market by Coating
10.3.6.6.3Rest of Asia-Pacific Glass Lens Market by Distribution Channel
10.4.MIDDLE EAST AND AFRICA
10.4.1Middle East and Africa Glass Lens Market Overview
10.4.2Middle East and Africa Glass Lens Market Forecasts and Analysis
10.4.3Middle East and Africa Glass Lens Market Forecasts and Analysis - By Product Type
10.4.4Middle East and Africa Glass Lens Market Forecasts and Analysis - By Coating
10.4.5Middle East and Africa Glass Lens Market Forecasts and Analysis - By Distribution Channel
10.4.6Middle East and Africa Glass Lens Market Forecasts and Analysis - By Countries
10.4.6.1South Africa Glass Lens Market
10.4.6.1.1South Africa Glass Lens Market by Product Type
10.4.6.1.2South Africa Glass Lens Market by Coating
10.4.6.1.3South Africa Glass Lens Market by Distribution Channel
10.4.6.2Saudi Arabia Glass Lens Market
10.4.6.2.1Saudi Arabia Glass Lens Market by Product Type
10.4.6.2.2Saudi Arabia Glass Lens Market by Coating
10.4.6.2.3Saudi Arabia Glass Lens Market by Distribution Channel
10.4.6.3U.A.E Glass Lens Market
10.4.6.3.1U.A.E Glass Lens Market by Product Type
10.4.6.3.2U.A.E Glass Lens Market by Coating
10.4.6.3.3U.A.E Glass Lens Market by Distribution Channel
10.4.6.4Rest of Middle East and Africa Glass Lens Market
10.4.6.4.1Rest of Middle East and Africa Glass Lens Market by Product Type
10.4.6.4.2Rest of Middle East and Africa Glass Lens Market by Coating
10.4.6.4.3Rest of Middle East and Africa Glass Lens Market by Distribution Channel
10.5.SOUTH AND CENTRAL AMERICA
10.5.1South and Central America Glass Lens Market Overview
10.5.2South and Central America Glass Lens Market Forecasts and Analysis
10.5.3South and Central America Glass Lens Market Forecasts and Analysis - By Product Type
10.5.4South and Central America Glass Lens Market Forecasts and Analysis - By Coating
10.5.5South and Central America Glass Lens Market Forecasts and Analysis - By Distribution Channel
10.5.6South and Central America Glass Lens Market Forecasts and Analysis - By Countries
10.5.6.1Brazil Glass Lens Market
10.5.6.1.1Brazil Glass Lens Market by Product Type
10.5.6.1.2Brazil Glass Lens Market by Coating
10.5.6.1.3Brazil Glass Lens Market by Distribution Channel
10.5.6.2Argentina Glass Lens Market
10.5.6.2.1Argentina Glass Lens Market by Product Type
10.5.6.2.2Argentina Glass Lens Market by Coating
10.5.6.2.3Argentina Glass Lens Market by Distribution Channel
10.5.6.3Rest of South and Central America Glass Lens Market
10.5.6.3.1Rest of South and Central America Glass Lens Market by Product Type
10.5.6.3.2Rest of South and Central America Glass Lens Market by Coating
10.5.6.3.3Rest of South and Central America Glass Lens Market by Distribution Channel
11.INDUSTRY LANDSCAPE
11.1.MERGERS AND ACQUISITIONS
11.2.AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
11.3.NEW PRODUCT LAUNCHES
11.4.EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
12.GLASS LENS MARKET, KEY COMPANY PROFILES
12.1.CARL ZEISS INC.
12.1.1.Key Facts
12.1.2.Business Description
12.1.3.Products and Services
12.1.4.Financial Overview
12.1.5.SWOT Analysis
12.1.6.Key Developments
12.2.EASTMAN KODAK COMPANY
12.2.1.Key Facts
12.2.2.Business Description
12.2.3.Products and Services
12.2.4.Financial Overview
12.2.5.SWOT Analysis
12.2.6.Key Developments
12.3.ESSILOR INTERNATIONAL S.A.
12.3.1.Key Facts
12.3.2.Business Description
12.3.3.Products and Services
12.3.4.Financial Overview
12.3.5.SWOT Analysis
12.3.6.Key Developments
12.4.FIELMANN AG
12.4.1.Key Facts
12.4.2.Business Description
12.4.3.Products and Services
12.4.4.Financial Overview
12.4.5.SWOT Analysis
12.4.6.Key Developments
12.5.HOYA CORPORATION
12.5.1.Key Facts
12.5.2.Business Description
12.5.3.Products and Services
12.5.4.Financial Overview
12.5.5.SWOT Analysis
12.5.6.Key Developments
12.6.JIANGSU HONGCHEN OPTICAL COMPANY
12.6.1.Key Facts
12.6.2.Business Description
12.6.3.Products and Services
12.6.4.Financial Overview
12.6.5.SWOT Analysis
12.6.6.Key Developments
12.7.LUXOTTICA GROUP S.P.A.
12.7.1.Key Facts
12.7.2.Business Description
12.7.3.Products and Services
12.7.4.Financial Overview
12.7.5.SWOT Analysis
12.7.6.Key Developments
12.8.NIKON CORPORATION
12.8.1.Key Facts
12.8.2.Business Description
12.8.3.Products and Services
12.8.4.Financial Overview
12.8.5.SWOT Analysis
12.8.6.Key Developments
12.9.SEIKO HOLDINGS CORPORATION
12.9.1.Key Facts
12.9.2.Business Description
12.9.3.Products and Services
12.9.4.Financial Overview
12.9.5.SWOT Analysis
12.9.6.Key Developments
12.10.SHANGHAI CONANT OPTICS COMPANY
12.10.1.Key Facts
12.10.2.Business Description
12.10.3.Products and Services
12.10.4.Financial Overview
12.10.5.SWOT Analysis
12.10.6.Key Developments
13.APPENDIX
13.1.ABOUT THE INSIGHT PARTNERS
13.2.GLOSSARY OF TERMS
1. Carl Zeiss Inc.
2. Eastman Kodak Company
3. Essilor International S.A.
4. Fielmann AG
5. Hoya Corporation
6. JiangSu HongChen Optical Company
7. Luxottica Group S.p.A.
8. Nikon Corporation
9. Seiko Holdings Corporation
10. Shanghai Conant Optics Company
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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