Ultraviolet Curing Coatings Market Size and Forecasts (2021 - 2031), Global and Regional Share, Trends, and Growth Opportunity Analysis
Ultraviolet curing is defined as photochemical process which is deployed along with ultraviolet light to obtain quick drying or curing of inks, coatings, or adhesives. UV-cured coating is considered as a mixture of liquid monomers and oligomers consisting a small quantity of photo initiators which are exposed to UV light for instant drying. Such form of energy offers quicker drying of the coating in comparison to heat.
MARKET DYNAMICS
The Ultraviolet curing coatings market has witnessed a significant growth owing to factors rising preference towards UV cured coating over the conventional form of PVC coatings, waterborne coatings, powder coatings, and high-solids coatings. Moreover, rising consciousness towards minimizing the volatile organic compounds (VOC) emissions provides a huge market opportunity for the key players operating in the Ultraviolet curing coatings market. However, oxygen inhibition while UV curing is projected to hamper the overall growth of the Ultraviolet curing coatings market.
MARKET SCOPE
The "Global Ultraviolet Curing Coatings Market Analysis to 2031" 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 ultraviolet curing coatings market with detailed market segmentation by resin type and application type and geography. The global ultraviolet curing coatings market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading Ultraviolet curing coatings market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global ultraviolet curing coatings market is segmented on the basis of resin type and application type. On the basis of resin type, the ultraviolet curing coatings market is segmented into epoxy, polyester, urethane and other resin types. On the basis of application type, the Ultraviolet curing coatings market is segmented into automotive, printing ink, metal, wood, aerospace and other applications.
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 Ultraviolet curing coatings market based on various segments. It also provides marketsize and forecast estimates from the year 2021to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The Ultraviolet curing coatings 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 Ultraviolet curing coatings market from both demand and supply side and further evaluates market dynamics affecting the marketduring 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 Ultraviolet curing coatings 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 Ultraviolet curing coatings market based on various segments. It also provides marketsize and forecast estimates from the year 2021to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The Ultraviolet curing coatings 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 Ultraviolet curing coatings market from both demand and supply side and further evaluates market dynamics affecting the marketduring 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 Ultraviolet curing coatings market in these regions.
MARKET PLAYERS
The reports cover key developments in the Ultraviolet curing coatings 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 payers from Ultraviolet curing coatings market are anticipated to lucrative growth opportunities in the future with the rising demand for Ultraviolet curing coatings in the global market. Below mentioned is the list of few companies engaged in the Ultraviolet curing coatings market.
The report also includes the profiles of key companies along with their SWOT analysis and marketstrategies in the Ultraviolet curing coatings 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.
- Alberdingk Boley GmbH
- Allnex Belgium SA/NV
- BASF SE
- Covestro AG
- Eternal Chemical Co. Ltd.
- Hitachi Chemical Company Ltd.
- Miwon Specialty Chemical Co. Ltd
- Nippon Gohsei
- Royal DSM N.V.
- Wanhua Chemical Group Co., Ltd.
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
1.3.1 Ultraviolet Curing Coatings Market - By Resin Type
1.3.2 Ultraviolet Curing Coatings Market - By Application
1.3.3 Ultraviolet Curing Coatings Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. ULTRAVIOLET CURING COATINGS MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.2.1 North America - Pest Analysis
4.2.2 Europe - Pest Analysis
4.2.3 Asia-Pacific - Pest Analysis
4.2.4 Middle East and Africa - Pest Analysis
4.2.5 South and Central America - Pest Analysis
4.3. EXPERT OPINIONS
5. ULTRAVIOLET CURING COATINGS 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. ULTRAVIOLET CURING COATINGS MARKET - GLOBAL MARKET ANALYSIS
6.1. ULTRAVIOLET CURING COATINGS - GLOBAL MARKET OVERVIEW
6.2. ULTRAVIOLET CURING COATINGS - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. ULTRAVIOLET CURING COATINGS MARKET - REVENUE AND FORECASTS TO 2028 - RESIN TYPE
7.1. OVERVIEW
7.2. RESIN TYPE MARKET FORECASTS AND ANALYSIS
7.3. EPOXY
7.3.1. Overview
7.3.2. Epoxy Market Forecast and Analysis
7.4. POLYESTER
7.4.1. Overview
7.4.2. Polyester Market Forecast and Analysis
7.5. URETHANE
7.5.1. Overview
7.5.2. Urethane Market Forecast and Analysis
7.6. OTHER RESIN TYPES
7.6.1. Overview
7.6.2. Other Resin Types Market Forecast and Analysis
8. ULTRAVIOLET CURING COATINGS MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. AUTOMOTIVE
8.3.1. Overview
8.3.2. Automotive Market Forecast and Analysis
8.4. PRINTING INK METAL
8.4.1. Overview
8.4.2. Printing Ink Metal Market Forecast and Analysis
8.5. WOOD
8.5.1. Overview
8.5.2. Wood Market Forecast and Analysis
8.6. AEROSPACE
8.6.1. Overview
8.6.2. Aerospace Market Forecast and Analysis
8.7. OTHER APPLICATIONS
8.7.1. Overview
8.7.2. Other Applications Market Forecast and Analysis
9. ULTRAVIOLET CURING COATINGS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Ultraviolet Curing Coatings Market Overview
9.1.2 North America Ultraviolet Curing Coatings Market Forecasts and Analysis
9.1.3 North America Ultraviolet Curing Coatings Market Forecasts and Analysis - By Resin Type
9.1.4 North America Ultraviolet Curing Coatings Market Forecasts and Analysis - By Application
9.1.5 North America Ultraviolet Curing Coatings Market Forecasts and Analysis - By Countries
9.1.5.1 United States Ultraviolet Curing Coatings Market
9.1.5.1.1 United States Ultraviolet Curing Coatings Market by Resin Type
9.1.5.1.2 United States Ultraviolet Curing Coatings Market by Application
9.1.5.2 Canada Ultraviolet Curing Coatings Market
9.1.5.2.1 Canada Ultraviolet Curing Coatings Market by Resin Type
9.1.5.2.2 Canada Ultraviolet Curing Coatings Market by Application
9.1.5.3 Mexico Ultraviolet Curing Coatings Market
9.1.5.3.1 Mexico Ultraviolet Curing Coatings Market by Resin Type
9.1.5.3.2 Mexico Ultraviolet Curing Coatings Market by Application
9.2. EUROPE
9.2.1 Europe Ultraviolet Curing Coatings Market Overview
9.2.2 Europe Ultraviolet Curing Coatings Market Forecasts and Analysis
9.2.3 Europe Ultraviolet Curing Coatings Market Forecasts and Analysis - By Resin Type
9.2.4 Europe Ultraviolet Curing Coatings Market Forecasts and Analysis - By Application
9.2.5 Europe Ultraviolet Curing Coatings Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Ultraviolet Curing Coatings Market
9.2.5.1.1 Germany Ultraviolet Curing Coatings Market by Resin Type
9.2.5.1.2 Germany Ultraviolet Curing Coatings Market by Application
9.2.5.2 France Ultraviolet Curing Coatings Market
9.2.5.2.1 France Ultraviolet Curing Coatings Market by Resin Type
9.2.5.2.2 France Ultraviolet Curing Coatings Market by Application
9.2.5.3 Italy Ultraviolet Curing Coatings Market
9.2.5.3.1 Italy Ultraviolet Curing Coatings Market by Resin Type
9.2.5.3.2 Italy Ultraviolet Curing Coatings Market by Application
9.2.5.4 United Kingdom Ultraviolet Curing Coatings Market
9.2.5.4.1 United Kingdom Ultraviolet Curing Coatings Market by Resin Type
9.2.5.4.2 United Kingdom Ultraviolet Curing Coatings Market by Application
9.2.5.5 Russia Ultraviolet Curing Coatings Market
9.2.5.5.1 Russia Ultraviolet Curing Coatings Market by Resin Type
9.2.5.5.2 Russia Ultraviolet Curing Coatings Market by Application
9.2.5.6 Rest of Europe Ultraviolet Curing Coatings Market
9.2.5.6.1 Rest of Europe Ultraviolet Curing Coatings Market by Resin Type
9.2.5.6.2 Rest of Europe Ultraviolet Curing Coatings Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Ultraviolet Curing Coatings Market Overview
9.3.2 Asia-Pacific Ultraviolet Curing Coatings Market Forecasts and Analysis
9.3.3 Asia-Pacific Ultraviolet Curing Coatings Market Forecasts and Analysis - By Resin Type
9.3.4 Asia-Pacific Ultraviolet Curing Coatings Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Ultraviolet Curing Coatings Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Ultraviolet Curing Coatings Market
9.3.5.1.1 Australia Ultraviolet Curing Coatings Market by Resin Type
9.3.5.1.2 Australia Ultraviolet Curing Coatings Market by Application
9.3.5.2 China Ultraviolet Curing Coatings Market
9.3.5.2.1 China Ultraviolet Curing Coatings Market by Resin Type
9.3.5.2.2 China Ultraviolet Curing Coatings Market by Application
9.3.5.3 India Ultraviolet Curing Coatings Market
9.3.5.3.1 India Ultraviolet Curing Coatings Market by Resin Type
9.3.5.3.2 India Ultraviolet Curing Coatings Market by Application
9.3.5.4 Japan Ultraviolet Curing Coatings Market
9.3.5.4.1 Japan Ultraviolet Curing Coatings Market by Resin Type
9.3.5.4.2 Japan Ultraviolet Curing Coatings Market by Application
9.3.5.5 South Korea Ultraviolet Curing Coatings Market
9.3.5.5.1 South Korea Ultraviolet Curing Coatings Market by Resin Type
9.3.5.5.2 South Korea Ultraviolet Curing Coatings Market by Application
9.3.5.6 Rest of Asia-Pacific Ultraviolet Curing Coatings Market
9.3.5.6.1 Rest of Asia-Pacific Ultraviolet Curing Coatings Market by Resin Type
9.3.5.6.2 Rest of Asia-Pacific Ultraviolet Curing Coatings Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Ultraviolet Curing Coatings Market Overview
9.4.2 Middle East and Africa Ultraviolet Curing Coatings Market Forecasts and Analysis
9.4.3 Middle East and Africa Ultraviolet Curing Coatings Market Forecasts and Analysis - By Resin Type
9.4.4 Middle East and Africa Ultraviolet Curing Coatings Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Ultraviolet Curing Coatings Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Ultraviolet Curing Coatings Market
9.4.5.1.1 South Africa Ultraviolet Curing Coatings Market by Resin Type
9.4.5.1.2 South Africa Ultraviolet Curing Coatings Market by Application
9.4.5.2 Saudi Arabia Ultraviolet Curing Coatings Market
9.4.5.2.1 Saudi Arabia Ultraviolet Curing Coatings Market by Resin Type
9.4.5.2.2 Saudi Arabia Ultraviolet Curing Coatings Market by Application
9.4.5.3 U.A.E Ultraviolet Curing Coatings Market
9.4.5.3.1 U.A.E Ultraviolet Curing Coatings Market by Resin Type
9.4.5.3.2 U.A.E Ultraviolet Curing Coatings Market by Application
9.4.5.4 Rest of Middle East and Africa Ultraviolet Curing Coatings Market
9.4.5.4.1 Rest of Middle East and Africa Ultraviolet Curing Coatings Market by Resin Type
9.4.5.4.2 Rest of Middle East and Africa Ultraviolet Curing Coatings Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Ultraviolet Curing Coatings Market Overview
9.5.2 South and Central America Ultraviolet Curing Coatings Market Forecasts and Analysis
9.5.3 South and Central America Ultraviolet Curing Coatings Market Forecasts and Analysis - By Resin Type
9.5.4 South and Central America Ultraviolet Curing Coatings Market Forecasts and Analysis - By Application
9.5.5 South and Central America Ultraviolet Curing Coatings Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Ultraviolet Curing Coatings Market
9.5.5.1.1 Brazil Ultraviolet Curing Coatings Market by Resin Type
9.5.5.1.2 Brazil Ultraviolet Curing Coatings Market by Application
9.5.5.2 Argentina Ultraviolet Curing Coatings Market
9.5.5.2.1 Argentina Ultraviolet Curing Coatings Market by Resin Type
9.5.5.2.2 Argentina Ultraviolet Curing Coatings Market by Application
9.5.5.3 Rest of South and Central America Ultraviolet Curing Coatings Market
9.5.5.3.1 Rest of South and Central America Ultraviolet Curing Coatings Market by Resin Type
9.5.5.3.2 Rest of South and Central America Ultraviolet Curing Coatings Market by Application
10. INDUSTRY LANDSCAPE
10.1. MERGERS AND ACQUISITIONS
10.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
10.3. NEW PRODUCT LAUNCHES
10.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
11. ULTRAVIOLET CURING COATINGS MARKET, KEY COMPANY PROFILES
11.1. ALBERDINGK BOLEY GMBH
11.1.1. Key Facts
11.1.2. Business Description
11.1.3. Products and Services
11.1.4. Financial Overview
11.1.5. SWOT Analysis
11.1.6. Key Developments
11.2. ALLNEX BELGIUM SA/NV
11.2.1. Key Facts
11.2.2. Business Description
11.2.3. Products and Services
11.2.4. Financial Overview
11.2.5. SWOT Analysis
11.2.6. Key Developments
11.3. BASF SE
11.3.1. Key Facts
11.3.2. Business Description
11.3.3. Products and Services
11.3.4. Financial Overview
11.3.5. SWOT Analysis
11.3.6. Key Developments
11.4. COVESTRO AG
11.4.1. Key Facts
11.4.2. Business Description
11.4.3. Products and Services
11.4.4. Financial Overview
11.4.5. SWOT Analysis
11.4.6. Key Developments
11.5. ETERNAL CHEMICAL CO. LTD.
11.5.1. Key Facts
11.5.2. Business Description
11.5.3. Products and Services
11.5.4. Financial Overview
11.5.5. SWOT Analysis
11.5.6. Key Developments
11.6. HITACHI CHEMICAL COMPANY LTD.
11.6.1. Key Facts
11.6.2. Business Description
11.6.3. Products and Services
11.6.4. Financial Overview
11.6.5. SWOT Analysis
11.6.6. Key Developments
11.7. MIWON SPECIALTY CHEMICAL CO. LTD
11.7.1. Key Facts
11.7.2. Business Description
11.7.3. Products and Services
11.7.4. Financial Overview
11.7.5. SWOT Analysis
11.7.6. Key Developments
11.8. NIPPON GOHSEI
11.8.1. Key Facts
11.8.2. Business Description
11.8.3. Products and Services
11.8.4. Financial Overview
11.8.5. SWOT Analysis
11.8.6. Key Developments
11.9. ROYAL DSM N.V.
11.9.1. Key Facts
11.9.2. Business Description
11.9.3. Products and Services
11.9.4. Financial Overview
11.9.5. SWOT Analysis
11.9.6. Key Developments
11.10. WANHUA CHEMICAL GROUP CO., LTD.
11.10.1. Key Facts
11.10.2. Business Description
11.10.3. Products and Services
11.10.4. Financial Overview
11.10.5. SWOT Analysis
11.10.6. Key Developments
12. APPENDIX
12.1. ABOUT THE INSIGHT PARTNERS
12.2. GLOSSARY OF TERMS
1. Alberdingk Boley GmbH
2. Allnex Belgium SA/NV
3. BASF SE
4. Covestro AG
5. Eternal Chemical Co. Ltd.
6. Hitachi Chemical Company Ltd.
7. Miwon Specialty Chemical Co. Ltd
8. Nippon Gohsei
9. Royal DSM N.V.
10. Wanhua Chemical Group Co., Ltd.
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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