Ceramic binders are substances that improve the mechanical strength of ceramic substance so they can pass through production steps, before firing, without breakage. In many cases, binder additions to substance are essential as without them some of the production processes would not be possible. For example, in the pressing process of powders, adding organic binders makes possible a forming method that is independent of the plasticity. Inorganic binders are inexpensive and are not subject to attack by microorganisms.
MARKET DYNAMICS
The global ceramic binders market is growing at a significant pace owing to driving factors such as, rising significant growth owing to an increase in the construction industry in the Asia-Pacific region specifically in China, Japan and India and rising use of binders in various ceramic applications. Moreover, increased demand for ceramic adhesives in residential housing coupled with economic growth and rising government expenditure on infrastructure development in emerging countries are the key factors boosting the demand for ceramic binders market. However, strict government regulation and environmental concerns and health and safety issues with respect to ceramic binders is forecast to restrict the growth of the market.
MARKET SCOPE
The "Global Ceramic binders Market Analysis to 2028" is a specialized and in-depth study of the chemicals and materials industry with a special focus on the global market trend analysis. The report aims to provide an overview of the ceramic binders market with detailed market segmentation by type, chemistry, application and geography. The global ceramic binders market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading ceramic binders market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global ceramic binders market is segmented on the basis of type, chemistry and application. On the basis of type, the ceramic binders market is segmented into, Cement, Alumina, Phosphate, Silica and Others. On the basis of chemistry, the global ceremic binders market is classified into, organic and inorganic. Based on application, the global ceramic binders market is segmented into, traditional ceramics, advanced ceramics, abrasives and others.
REGIONAL FRAMEWORKThe report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global ceramic binders market based on various segments. It also provides market size 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 ceramic binders 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 ceramic binders 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 ceramic binders 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 ceramic binders market based on various segments. It also provides market size 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 ceramic binders 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 ceramic binders 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 ceramic binders market in these regions.
MARKET PLAYERSThe reports cover key developments in the ceramic binders 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 market were acquisitions and partnership & collaborations. These activities have paved way for the expansion of business and customer base of market players. The market payers from ceramic binders market are anticipated to lucrative growth opportunities in the future with the rising demand for ceramic binders in the global market. Below mentioned is the list of few companies engaged in the ceramic binders market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the ceramic binders 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.
- 3M Company
- Almatis
- DowDuPont
- Ecolab
- Imerys Group
- KURARAY Co. Ltd.
- KYOEISHA CHEMICAL Co.,LTD
- Polymer Chemistry Innovations, Inc.
- Ransom & Randolph
- Sekisui Specialty Chemicals America
- 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
1.3.1Ceramic Binders Market - By Type
1.3.2Ceramic Binders Market - By Chemistry
1.3.3Ceramic Binders Market - By Application
1.3.4Ceramic Binders Market - By Region
1.3.4.1By Country
2.KEY TAKEWAYS
3.RESEARCH METHODOLOGY
4.CERAMIC BINDERS 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.CERAMIC BINDERS 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, RESTRAINTS & EXPECTED INFLUENCE OF COVID-19 PANDEMIC
6.CERAMIC BINDERS MARKET - GLOBAL MARKET ANALYSIS
6.1.CERAMIC BINDERS - GLOBAL MARKET OVERVIEW
6.2.CERAMIC BINDERS - GLOBAL MARKET AND FORECAST TO 2028
6.3.MARKET POSITIONING/MARKET SHARE
7.CERAMIC BINDERS MARKET - REVENUE AND FORECASTS TO 2028 - TYPE
7.1.OVERVIEW
7.2.TYPE MARKET FORECASTS AND ANALYSIS
7.3.CEMENT
7.3.1.Overview
7.3.2.Cement Market Forecast and Analysis
7.4.ALUMINA
7.4.1.Overview
7.4.2.Alumina Market Forecast and Analysis
7.5.PHOSPHATE
7.5.1.Overview
7.5.2.Phosphate Market Forecast and Analysis
7.6.SILICA
7.6.1.Overview
7.6.2.Silica Market Forecast and Analysis
7.7.OTHERS
7.7.1.Overview
7.7.2.Others Market Forecast and Analysis
8.CERAMIC BINDERS MARKET - REVENUE AND FORECASTS TO 2028 - CHEMISTRY
8.1.OVERVIEW
8.2.CHEMISTRY MARKET FORECASTS AND ANALYSIS
8.3.ORGANIC
8.3.1.Overview
8.3.2.Organic Market Forecast and Analysis
8.4.INORGANIC
8.4.1.Overview
8.4.2.Inorganic Market Forecast and Analysis
9.CERAMIC BINDERS MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
9.1.OVERVIEW
9.2.APPLICATION MARKET FORECASTS AND ANALYSIS
9.3.TRADITIONAL CERAMICS
9.3.1.Overview
9.3.2.Traditional Ceramics Market Forecast and Analysis
9.4.ADVANCED CERAMICS
9.4.1.Overview
9.4.2.Advanced Ceramics Market Forecast and Analysis
9.5.ABRASIVES
9.5.1.Overview
9.5.2.Abrasives Market Forecast and Analysis
9.6.OTHERS
9.6.1.Overview
9.6.2.Others Market Forecast and Analysis
10.CERAMIC BINDERS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
10.1.NORTH AMERICA
10.1.1North America Ceramic Binders Market Overview
10.1.2North America Ceramic Binders Market Forecasts and Analysis
10.1.3North America Ceramic Binders Market Forecasts and Analysis - By Type
10.1.4North America Ceramic Binders Market Forecasts and Analysis - By Chemistry
10.1.5North America Ceramic Binders Market Forecasts and Analysis - By Application
10.1.6North America Ceramic Binders Market Forecasts and Analysis - By Countries
10.1.6.1United States Ceramic Binders Market
10.1.6.1.1United States Ceramic Binders Market by Type
10.1.6.1.2United States Ceramic Binders Market by Chemistry
10.1.6.1.3United States Ceramic Binders Market by Application
10.1.6.2Canada Ceramic Binders Market
10.1.6.2.1Canada Ceramic Binders Market by Type
10.1.6.2.2Canada Ceramic Binders Market by Chemistry
10.1.6.2.3Canada Ceramic Binders Market by Application
10.1.6.3Mexico Ceramic Binders Market
10.1.6.3.1Mexico Ceramic Binders Market by Type
10.1.6.3.2Mexico Ceramic Binders Market by Chemistry
10.1.6.3.3Mexico Ceramic Binders Market by Application
10.2.EUROPE
10.2.1Europe Ceramic Binders Market Overview
10.2.2Europe Ceramic Binders Market Forecasts and Analysis
10.2.3Europe Ceramic Binders Market Forecasts and Analysis - By Type
10.2.4Europe Ceramic Binders Market Forecasts and Analysis - By Chemistry
10.2.5Europe Ceramic Binders Market Forecasts and Analysis - By Application
10.2.6Europe Ceramic Binders Market Forecasts and Analysis - By Countries
10.2.6.1Germany Ceramic Binders Market
10.2.6.1.1Germany Ceramic Binders Market by Type
10.2.6.1.2Germany Ceramic Binders Market by Chemistry
10.2.6.1.3Germany Ceramic Binders Market by Application
10.2.6.2France Ceramic Binders Market
10.2.6.2.1France Ceramic Binders Market by Type
10.2.6.2.2France Ceramic Binders Market by Chemistry
10.2.6.2.3France Ceramic Binders Market by Application
10.2.6.3Italy Ceramic Binders Market
10.2.6.3.1Italy Ceramic Binders Market by Type
10.2.6.3.2Italy Ceramic Binders Market by Chemistry
10.2.6.3.3Italy Ceramic Binders Market by Application
10.2.6.4United Kingdom Ceramic Binders Market
10.2.6.4.1United Kingdom Ceramic Binders Market by Type
10.2.6.4.2United Kingdom Ceramic Binders Market by Chemistry
10.2.6.4.3United Kingdom Ceramic Binders Market by Application
10.2.6.5Russia Ceramic Binders Market
10.2.6.5.1Russia Ceramic Binders Market by Type
10.2.6.5.2Russia Ceramic Binders Market by Chemistry
10.2.6.5.3Russia Ceramic Binders Market by Application
10.2.6.6Rest of Europe Ceramic Binders Market
10.2.6.6.1Rest of Europe Ceramic Binders Market by Type
10.2.6.6.2Rest of Europe Ceramic Binders Market by Chemistry
10.2.6.6.3Rest of Europe Ceramic Binders Market by Application
10.3.ASIA-PACIFIC
10.3.1Asia-Pacific Ceramic Binders Market Overview
10.3.2Asia-Pacific Ceramic Binders Market Forecasts and Analysis
10.3.3Asia-Pacific Ceramic Binders Market Forecasts and Analysis - By Type
10.3.4Asia-Pacific Ceramic Binders Market Forecasts and Analysis - By Chemistry
10.3.5Asia-Pacific Ceramic Binders Market Forecasts and Analysis - By Application
10.3.6Asia-Pacific Ceramic Binders Market Forecasts and Analysis - By Countries
10.3.6.1Australia Ceramic Binders Market
10.3.6.1.1Australia Ceramic Binders Market by Type
10.3.6.1.2Australia Ceramic Binders Market by Chemistry
10.3.6.1.3Australia Ceramic Binders Market by Application
10.3.6.2China Ceramic Binders Market
10.3.6.2.1China Ceramic Binders Market by Type
10.3.6.2.2China Ceramic Binders Market by Chemistry
10.3.6.2.3China Ceramic Binders Market by Application
10.3.6.3India Ceramic Binders Market
10.3.6.3.1India Ceramic Binders Market by Type
10.3.6.3.2India Ceramic Binders Market by Chemistry
10.3.6.3.3India Ceramic Binders Market by Application
10.3.6.4Japan Ceramic Binders Market
10.3.6.4.1Japan Ceramic Binders Market by Type
10.3.6.4.2Japan Ceramic Binders Market by Chemistry
10.3.6.4.3Japan Ceramic Binders Market by Application
10.3.6.5South Korea Ceramic Binders Market
10.3.6.5.1South Korea Ceramic Binders Market by Type
10.3.6.5.2South Korea Ceramic Binders Market by Chemistry
10.3.6.5.3South Korea Ceramic Binders Market by Application
10.3.6.6Rest of Asia-Pacific Ceramic Binders Market
10.3.6.6.1Rest of Asia-Pacific Ceramic Binders Market by Type
10.3.6.6.2Rest of Asia-Pacific Ceramic Binders Market by Chemistry
10.3.6.6.3Rest of Asia-Pacific Ceramic Binders Market by Application
10.4.MIDDLE EAST AND AFRICA
10.4.1Middle East and Africa Ceramic Binders Market Overview
10.4.2Middle East and Africa Ceramic Binders Market Forecasts and Analysis
10.4.3Middle East and Africa Ceramic Binders Market Forecasts and Analysis - By Type
10.4.4Middle East and Africa Ceramic Binders Market Forecasts and Analysis - By Chemistry
10.4.5Middle East and Africa Ceramic Binders Market Forecasts and Analysis - By Application
10.4.6Middle East and Africa Ceramic Binders Market Forecasts and Analysis - By Countries
10.4.6.1South Africa Ceramic Binders Market
10.4.6.1.1South Africa Ceramic Binders Market by Type
10.4.6.1.2South Africa Ceramic Binders Market by Chemistry
10.4.6.1.3South Africa Ceramic Binders Market by Application
10.4.6.2Saudi Arabia Ceramic Binders Market
10.4.6.2.1Saudi Arabia Ceramic Binders Market by Type
10.4.6.2.2Saudi Arabia Ceramic Binders Market by Chemistry
10.4.6.2.3Saudi Arabia Ceramic Binders Market by Application
10.4.6.3U.A.E Ceramic Binders Market
10.4.6.3.1U.A.E Ceramic Binders Market by Type
10.4.6.3.2U.A.E Ceramic Binders Market by Chemistry
10.4.6.3.3U.A.E Ceramic Binders Market by Application
10.4.6.4Rest of Middle East and Africa Ceramic Binders Market
10.4.6.4.1Rest of Middle East and Africa Ceramic Binders Market by Type
10.4.6.4.2Rest of Middle East and Africa Ceramic Binders Market by Chemistry
10.4.6.4.3Rest of Middle East and Africa Ceramic Binders Market by Application
10.5.SOUTH AND CENTRAL AMERICA
10.5.1South and Central America Ceramic Binders Market Overview
10.5.2South and Central America Ceramic Binders Market Forecasts and Analysis
10.5.3South and Central America Ceramic Binders Market Forecasts and Analysis - By Type
10.5.4South and Central America Ceramic Binders Market Forecasts and Analysis - By Chemistry
10.5.5South and Central America Ceramic Binders Market Forecasts and Analysis - By Application
10.5.6South and Central America Ceramic Binders Market Forecasts and Analysis - By Countries
10.5.6.1Brazil Ceramic Binders Market
10.5.6.1.1Brazil Ceramic Binders Market by Type
10.5.6.1.2Brazil Ceramic Binders Market by Chemistry
10.5.6.1.3Brazil Ceramic Binders Market by Application
10.5.6.2Argentina Ceramic Binders Market
10.5.6.2.1Argentina Ceramic Binders Market by Type
10.5.6.2.2Argentina Ceramic Binders Market by Chemistry
10.5.6.2.3Argentina Ceramic Binders Market by Application
10.5.6.3Rest of South and Central America Ceramic Binders Market
10.5.6.3.1Rest of South and Central America Ceramic Binders Market by Type
10.5.6.3.2Rest of South and Central America Ceramic Binders Market by Chemistry
10.5.6.3.3Rest of South and Central America Ceramic Binders Market by Application
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.CERAMIC BINDERS MARKET, KEY COMPANY PROFILES
12.1.3M COMPANY
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.ALMATIS
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.DOWDUPONT
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.ECOLAB
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.IMERYS GROUP
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.KURARAY CO. LTD.
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.KYOEISHA CHEMICAL CO.,LTD
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.POLYMER CHEMISTRY INNOVATIONS, INC.
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.RANSOM AND RANDOLPH
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.SEKISUI SPECIALTY CHEMICALS AMERICA
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
1.3M Company
2.Almatis
3.DowDuPont
4.Ecolab
5.Imerys Group
6.KURARAY Co. Ltd.
7.KYOEISHA CHEMICAL Co.,LTD
8.Polymer Chemistry Innovations, Inc.
9.Ransom and Randolph
10.Sekisui Specialty Chemicals America
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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