1 4 Butanediol Market Insights and Growth by 2031
The 1, 4 Butanediol Market is expected to register a CAGR of 7% from 2024 to 2031, with a market size expanding from US$ XX Million in 2023 to US$ XX Million by 2031.
The 1, 4 butanediol market report is segmented by type (synthetic, bio-based). The report further presents an analysis based on the technology (reppe process, davy process, butadiene process, propylene oxide process, and others). The report is segmented based on the application (tetrahydrofuran, ?-butyrolactone, polybutylene terephthalate, polyurethane, and others). The global analysis is further broken down at the regional level and major countries. The market size and forecast at global, regional, and country levels for all the key market segments are covered under the scope. The report offers the value in USD for the above analysis, segments, regions, and countries. The report covers market trends, as well as market dynamics such as drivers, restraints, and key opportunities.
Purpose of the ReportThe report 1, 4 Butanediol Market by The Insight Partners aims to describe the present landscape and future growth, top driving factors, challenges, and opportunities. This will provide insights to various business stakeholders, such as:
- Technology Providers/Manufacturers: To understand the evolving market dynamics and know the potential growth opportunities, enabling them to make informed strategic decisions.
- Investors: To conduct a comprehensive trend analysis regarding the market growth rate, market financial projections, and opportunities that exist across the value chain.
- Regulatory bodies: To regulate policies and police activities in the market with the aim of minimizing abuse, preserving investor trust and confidence, and upholding the integrity and stability of the market.
1, 4 Butanediol Market Segmentation
Type- Synthetic
- Bio-Based
- Reppe Process
- Davy Process
- Butadiene Process
- Propylene Oxide Process
- Tetrahydrofuran
- ?-Butyrolactone
- Polybutylene Terephthalate
- Polyurethane
- North America
- Europe
- Asia-Pacific
- South and Central America
- Middle East and Africa
Strategic Insights
1, 4 Butanediol Market Growth Drivers- Automotive Demand Boosts BDO: 1,4-butanediol is one of the vital components, which is consumed in large quantities by the automotive industry for manufacturing polybutylene terephthalate(PBT) polymers used in several automotive applications. The automobile industry has been finding ways to use materials which are BDO derived especially as they are lightweight and enhances the fuel efficiency of vehicles while lowering emissions.
- Textile Industry Drives Growth: 1,4 butanediol is utilized for spinning elastane spandex fibers in the textile sector. It has spandex fiber applications due to its elasticity and durability. The growing appetite for functional high-end textiles in sportwear and apparels is motivating the BDO market in turn.
- Pharma Applications Expanding: 1,4-butanediol is further used in the medical field in the drug manufacturing process and is also a common solvent. The expanding scope of the pharmaceutical industry which is a result of new health demands and the invention of new drugs is another factor that is expected to propel the growth of the BDO market.
- Biobased Strategies for 1,4-Butanediol Production: There are increasing efforts in the development of biobased strategies for the synthesis of 1,4-butanediol. Conventional methods of production are associated with increased energy consumption and over-utilization of petroleum resources. Unlike conventional biobased production incorporates the use of raw materials like biomass to produce BDO. This transition is not only advantageous given the present sustainability agenda of the world, but also responds to the growing need of buyers for green products.
- Biobased Strategies for 1,4-Butanediol Production: Recent enhancements in the field of catalysis have optimised the BDO production procedures. Newer catalysts are being invented in order to allow faster reactions with a higher output thus cheaper production processes and less waste created. These technological advancements are making the production of BDO less expensive and greener, which in turn aids the development of the sector.
- Driving Cheaper and Greener BDO Production: The practice of chemical production already incorporates modernization and its practical use influences the market of this BDO. Industrial 4.0 technologies make it possible to control and improve the effectiveness of production processes at the present time through the use of IoT, AI, etc.
- Expanding Applications in Filaments and Resins: The business of 3D printing is continuously growing, and its reaction includes increasing possibilities for incorporating the use of 1-complex substances into the 3D printing process of 4-butanediol blocks. Likewise, 1,4-butanediol can be utilized for the production of filaments and resin as well as broadening its scope of application.
- Growing Opportunities for 1,4-Butanediol in Emerging Sectors like Aviation and Healthcare: Companies involved in the development and manufacture of BDO-containing materials for 3D printing applications have optimistic prospects as the industry is presently very young, and in mature markets, these types of raw materials have applications across several sectors, including aviation, healthcare, and many others.
- The Role of 1,4-Butanediol in Eco-Friendly Materials: Environmental issues are also on the rise, and this provides a great scope of expansion for 1,4 butanediol for the manufacture of eco-friendly and reusable packing materials. Since consumers are willing to pay premium prices for green or responsible packaging technologies, there are prospects for the use of BDO materials instead of normal synthetic polymers. Manufacturers who develop sustainable packaging options are likely to succeed in the market as they will appeal to environmentally friendly customers and companies.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the 1, 4 Butanediol Market, providing a holistic landscape.
- Expert Analysis: The report is compiled based on the in-depth understanding of industry experts and analysts.
- Up-to-date Information: The report assures business relevance due to its coverage of recent information and data trends.
- Customization Options: This report can be customized to cater to specific client requirements and suit the business strategies aptly.
The research report on the 1, 4 Butanediol Market can, therefore, help spearhead the trail of decoding and understanding the industry scenario and growth prospects. Although there can be a few valid concerns, the overall benefits of this report tend to outweigh the disadvantages.
REGIONAL FRAMEWORK
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Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
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to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
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to country scope.
Frequently Asked Questions
The development of bio-based products is expected to be the key market trends.
Based on geography, Asia Pacific held the largest share of the 1,4 butanediol market due to the high demand from the automotive and pharmaceuticals industry.
Based on type, the bio-based segment is expected to witness the fastest growth during the forecast period
The increasing demand from the automotive industry is driving the market growth.
BASF SE, Ashland, DCC, Mitsubishi Chemical Group Corporation, Evonik Industries AG, Lyondell Basell Industries Holdings B.V., Sipchem Company, SINOPEC, Genomatica Inc, and Solventis are the key players operating in the 1,4 butanediol market.
The 1, 4 Butanediol Market is estimated to witness a CAGR of 7% from 2023 to 2031
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 1 4 Butanediol Market - By Technology
1.3.2 1 4 Butanediol Market - By Application
1.3.3 1 4 Butanediol Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. 1 4 BUTANEDIOL MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PORTER'S FIVE FORCES ANALYSIS
4.2.1 Bargaining Power of Buyers
4.2.1 Bargaining Power of Suppliers
4.2.1 Threat of Substitute
4.2.1 Threat of New Entrants
4.2.1 Competitive Rivalry
4.3. EXPERT OPINIONS
5. 1 4 BUTANEDIOL 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. 1 4 BUTANEDIOL MARKET - GLOBAL MARKET ANALYSIS
6.1. 1 4 BUTANEDIOL - GLOBAL MARKET OVERVIEW
6.2. 1 4 BUTANEDIOL - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. 1 4 BUTANEDIOL MARKET - REVENUE AND FORECASTS TO 2028 - TECHNOLOGY
7.1. OVERVIEW
7.2. TECHNOLOGY MARKET FORECASTS AND ANALYSIS
7.3. REPPE PROCESS
7.3.1. Overview
7.3.2. Reppe process Market Forecast and Analysis
7.4. BUTADIENE PROCESS
7.4.1. Overview
7.4.2. Butadiene process Market Forecast and Analysis
7.5. PROPYLENE OXIDE PROCESS
7.5.1. Overview
7.5.2. Propylene oxide process Market Forecast and Analysis
7.6. OTHERS.
7.6.1. Overview
7.6.2. others. Market Forecast and Analysis
8. 1 4 BUTANEDIOL MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. TETRAHYDROFURAN (THF)
8.3.1. Overview
8.3.2. Tetrahydrofuran (THF) Market Forecast and Analysis
8.4. POLYBUTYLENE TEREPHTHALATE (PBT)
8.4.1. Overview
8.4.2. Polybutylene Terephthalate (PBT) Market Forecast and Analysis
8.5. GAMMA-BUTYROLACTONE (GBL)
8.5.1. Overview
8.5.2. Gamma-Butyrolactone (GBL) Market Forecast and Analysis
8.6. POLYURETHANE (PU)
8.6.1. Overview
8.6.2. Polyurethane (PU) Market Forecast and Analysis
8.7. OTHERS.
8.7.1. Overview
8.7.2. Others. Market Forecast and Analysis
9. 1 4 BUTANEDIOL MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America 1 4 Butanediol Market Overview
9.1.2 North America 1 4 Butanediol Market Forecasts and Analysis
9.1.3 North America 1 4 Butanediol Market Forecasts and Analysis - By Technology
9.1.4 North America 1 4 Butanediol Market Forecasts and Analysis - By Application
9.1.5 North America 1 4 Butanediol Market Forecasts and Analysis - By Countries
9.1.5.1 United States 1 4 Butanediol Market
9.1.5.1.1 United States 1 4 Butanediol Market by Technology
9.1.5.1.2 United States 1 4 Butanediol Market by Application
9.1.5.2 Canada 1 4 Butanediol Market
9.1.5.2.1 Canada 1 4 Butanediol Market by Technology
9.1.5.2.2 Canada 1 4 Butanediol Market by Application
9.1.5.3 Mexico 1 4 Butanediol Market
9.1.5.3.1 Mexico 1 4 Butanediol Market by Technology
9.1.5.3.2 Mexico 1 4 Butanediol Market by Application
9.2. EUROPE
9.2.1 Europe 1 4 Butanediol Market Overview
9.2.2 Europe 1 4 Butanediol Market Forecasts and Analysis
9.2.3 Europe 1 4 Butanediol Market Forecasts and Analysis - By Technology
9.2.4 Europe 1 4 Butanediol Market Forecasts and Analysis - By Application
9.2.5 Europe 1 4 Butanediol Market Forecasts and Analysis - By Countries
9.2.5.1 Germany 1 4 Butanediol Market
9.2.5.1.1 Germany 1 4 Butanediol Market by Technology
9.2.5.1.2 Germany 1 4 Butanediol Market by Application
9.2.5.2 France 1 4 Butanediol Market
9.2.5.2.1 France 1 4 Butanediol Market by Technology
9.2.5.2.2 France 1 4 Butanediol Market by Application
9.2.5.3 Italy 1 4 Butanediol Market
9.2.5.3.1 Italy 1 4 Butanediol Market by Technology
9.2.5.3.2 Italy 1 4 Butanediol Market by Application
9.2.5.4 United Kingdom 1 4 Butanediol Market
9.2.5.4.1 United Kingdom 1 4 Butanediol Market by Technology
9.2.5.4.2 United Kingdom 1 4 Butanediol Market by Application
9.2.5.5 Russia 1 4 Butanediol Market
9.2.5.5.1 Russia 1 4 Butanediol Market by Technology
9.2.5.5.2 Russia 1 4 Butanediol Market by Application
9.2.5.6 Rest of Europe 1 4 Butanediol Market
9.2.5.6.1 Rest of Europe 1 4 Butanediol Market by Technology
9.2.5.6.2 Rest of Europe 1 4 Butanediol Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific 1 4 Butanediol Market Overview
9.3.2 Asia-Pacific 1 4 Butanediol Market Forecasts and Analysis
9.3.3 Asia-Pacific 1 4 Butanediol Market Forecasts and Analysis - By Technology
9.3.4 Asia-Pacific 1 4 Butanediol Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific 1 4 Butanediol Market Forecasts and Analysis - By Countries
9.3.5.1 Australia 1 4 Butanediol Market
9.3.5.1.1 Australia 1 4 Butanediol Market by Technology
9.3.5.1.2 Australia 1 4 Butanediol Market by Application
9.3.5.2 China 1 4 Butanediol Market
9.3.5.2.1 China 1 4 Butanediol Market by Technology
9.3.5.2.2 China 1 4 Butanediol Market by Application
9.3.5.3 India 1 4 Butanediol Market
9.3.5.3.1 India 1 4 Butanediol Market by Technology
9.3.5.3.2 India 1 4 Butanediol Market by Application
9.3.5.4 Japan 1 4 Butanediol Market
9.3.5.4.1 Japan 1 4 Butanediol Market by Technology
9.3.5.4.2 Japan 1 4 Butanediol Market by Application
9.3.5.5 South Korea 1 4 Butanediol Market
9.3.5.5.1 South Korea 1 4 Butanediol Market by Technology
9.3.5.5.2 South Korea 1 4 Butanediol Market by Application
9.3.5.6 Rest of Asia-Pacific 1 4 Butanediol Market
9.3.5.6.1 Rest of Asia-Pacific 1 4 Butanediol Market by Technology
9.3.5.6.2 Rest of Asia-Pacific 1 4 Butanediol Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa 1 4 Butanediol Market Overview
9.4.2 Middle East and Africa 1 4 Butanediol Market Forecasts and Analysis
9.4.3 Middle East and Africa 1 4 Butanediol Market Forecasts and Analysis - By Technology
9.4.4 Middle East and Africa 1 4 Butanediol Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa 1 4 Butanediol Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa 1 4 Butanediol Market
9.4.5.1.1 South Africa 1 4 Butanediol Market by Technology
9.4.5.1.2 South Africa 1 4 Butanediol Market by Application
9.4.5.2 Saudi Arabia 1 4 Butanediol Market
9.4.5.2.1 Saudi Arabia 1 4 Butanediol Market by Technology
9.4.5.2.2 Saudi Arabia 1 4 Butanediol Market by Application
9.4.5.3 U.A.E 1 4 Butanediol Market
9.4.5.3.1 U.A.E 1 4 Butanediol Market by Technology
9.4.5.3.2 U.A.E 1 4 Butanediol Market by Application
9.4.5.4 Rest of Middle East and Africa 1 4 Butanediol Market
9.4.5.4.1 Rest of Middle East and Africa 1 4 Butanediol Market by Technology
9.4.5.4.2 Rest of Middle East and Africa 1 4 Butanediol Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America 1 4 Butanediol Market Overview
9.5.2 South and Central America 1 4 Butanediol Market Forecasts and Analysis
9.5.3 South and Central America 1 4 Butanediol Market Forecasts and Analysis - By Technology
9.5.4 South and Central America 1 4 Butanediol Market Forecasts and Analysis - By Application
9.5.5 South and Central America 1 4 Butanediol Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil 1 4 Butanediol Market
9.5.5.1.1 Brazil 1 4 Butanediol Market by Technology
9.5.5.1.2 Brazil 1 4 Butanediol Market by Application
9.5.5.2 Argentina 1 4 Butanediol Market
9.5.5.2.1 Argentina 1 4 Butanediol Market by Technology
9.5.5.2.2 Argentina 1 4 Butanediol Market by Application
9.5.5.3 Rest of South and Central America 1 4 Butanediol Market
9.5.5.3.1 Rest of South and Central America 1 4 Butanediol Market by Technology
9.5.5.3.2 Rest of South and Central America 1 4 Butanediol 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. 1 4 BUTANEDIOL MARKET, KEY COMPANY PROFILES
11.1. ASHLAND
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. BASF SE
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. BIOAMBER INC.
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. DAIREN CHEMICAL CORPORATION
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. INVISTA
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. KH CHEMICALS
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. LYONDELLBASELL INDUSTRIES HOLDINGS B.V.
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. MITSUBISHI CHEMICAL CORPORATION.
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. SHANXI SANWEI GROUP CO.,
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. SIPCHEM
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. Ashland
2. BASF SE
3. BioAmber Inc.
4. Dairen Chemical Corporation
5. INVISTA
6. KH Chemicals
7. LyondellBasell Industries Holdings B.V.
8. Mitsubishi Chemical Corporation.
9. Shanxi Sanwei Group Co.,
10. Sipchem
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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