The Polysilicon Market is expected to register a CAGR of 15% from 2025 to 2031, with a market size expanding from US$ XX million in 2024 to US$ XX Million by 2031.
The polysilicon market report is segmented by type (nugget, cut-rod, chips, chunks, and others). The market is segmented based on application (semiconductors, solar power generation, and others). 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. The report also covers industry landscape and competition analysis covering market concentration, heat map analysis, prominent players, and recent developments in the market.
Purpose of the ReportThe report Polysilicon 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.
Polysilicon Market Segmentation
Type- Nugget
- Cut-Rod
- Chips
- Chunks
- Semiconductors
- Solar Power Generation
Strategic Insights
Polysilicon Market Growth Drivers- Polysilicon's Role in the Global Solar Energy Revolution: Polysilicon today has truthfully become the engine of the global polysilicon market with the very rapid expansion of the solar energy industry. Polysilicon is an essential element in the manufacture of photovoltaic (PV) cells which are used in solar panels. As countries and regions intend towards renewable energy purposes the drive for solar energy is augmented. All countries resort to different incentives, subsidies, and favorable policies from putting their footprints on solar adoption. This enhancement of a better green planet and sustainable technology has improved polysilicon demand, especially during the production of solar panels.
- Cost Decline in Solar Energy: Continuous declining cost of solar energy is among the significant drivers for the polysilicon market. Increasing efficiencies along with economies of scale are driving drastic reductions in the prices of solar panels. Technological advancements in solar cell manufacture also contributed. Major portion for the costs of solar cells is polysilicon; therefore, as production efficiencies increase in polysilicon, the cost of solar power continues to decrease to compete with more conventional energy sources. Hence this further raises demand for polysilicon as an important player in creating low-cost solar energy systems.
- Advancements in Solar Technology: The technological advances in solar cells driveth demand for a high-quality polysilicon. New generations of solar cells such as PERC (Passivated Emitter and Rear Cell) and bifacial solar cells improve energy efficiency, which then requires higher purity polysilicon for such applications. With increasing solar module performance, more and more demand surfaces for polysilicons having enhanced features such as higher purity and quality. Thereby, all global pushes aimed at optimizing solar technologies, more efficient and reliable demand, support the polysilicon market growth directly.
- Rising Demand for High-Purity Polysilicon: As solar cells become increasingly efficient and renewable energy becomes more in demand, the future of the highest of pure poly-silicons seems promising. It is the very high-purity polysilicon (> 99.9999% purity) that is essential between high-performance solar cells and other advanced semiconductor devices. Further, as efficiency and energy output become the trends of the solar industry, manufacturers shall invest in ultra-high-purity polysilicon supply technologies to serve the new and emerging market needs. Consequently, this trend would encourage further innovations in polysilicon processing and production techniques.
- Vertical Integration in the Polysilicon Industry: This is one of the most significant happenings recently in the polysilicon industry, which has been vertical integration newer and rapidly emerging among solar manufacturers. To minimize their cost and ensure continuous supply of polysilicon, many have invested in or purchased polysilicon manufacturing facilities. In fact, cost control, quality consistency, and rising raw material security have historically driven this trend. Vertical integration will enable a company to establish better control over the entire supply chain-from polysilicon production to final assembly as a solar panel-which will, in turn, improve its operations' efficiency while securing adequate supply for the fast-expanding solar market.
- Geographic Shifts in Polysilicon Production: The polysilicon market at the global level is seeing some geographic shifts in terms of production. Until recently China continued to hold a monopoly in polysilicon manufactures though many other nations and regions have started investing in polysilicon production infrastructures for a more diversified and, thus, more resilient supply chain. Detrimental influences have, in fact, forced the current trend. Supply chain disruption and trade policies, especially between the U.S. and China, are cited by other countries like India, Europe, and the U.S. that are intensifying their polysilicon production activities to pave the way for a more equitable balance in the polysilicon market which would further reduce reliance on a few key regions.
- Emerging Markets and Growing Energy Demand: Emerging markets in the Asia-Pacific, Africa, and Latin America regions show excellent growth potential as polysilicon-centric regions. With the unprecedented speed of urbanization and industrialization, there is a quick escalation in energy demand, and solar power is seen as an ideal solution because it has gained sustainability, as well as decreased costs. This piques the interest of polysilicon producers as an expansive opportunity to enter these emerging markets in a time when solar has been adopted at a very nascent stage and governments are willing to invest in renewable energy infrastructures for their countries. Companies could do this through setting up production facilities or partnering with local companies within the area to now tap into that demand.
- Shift to Residential and Commercial Solar: Most of the consumption of polysilicon is now coming from large solar farms. However, changing scenery brings change to residential and commercial markets of solar energy. Everyone knows that solar energy is getting cheaper and affordable to the masses, hence the adoption of solar home systems by houses and businesses. Areas facing high prices for electricity and plenty of sunlight will experience this phenomenon more intensely. More demand will be there for polysilicon as the growth of the residential and commercial markets for solar panels grows. The best thing that polysilicon manufacturers can do is target this segment and improve their cost-effective solutions for small installations.
- Innovation in Solar Technologies: Innovations in solar technologies also present another grand opportunity for polysilicon manufacturers. Examples of new approaches in solar technologies include perovskite solar cells, which are being studied to serve as more efficient alternatives to normal silicon solar cells. Such perovskite cells are currently in research and development; they hold promise for allowing greater efficiency at lower production costs. If these technologies evolve further, polysilicon manufacturers may widen their purpose by producing or supplying materials needed for next-generation solar cells. Collaboration between polysilicon producers and research institutions may enable commercial production of these new high-performance materials, paving the way for new markets in addition to expanding the overall potential of the solar market.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Polysilicon 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 Polysilicon 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
Shift toward high-purity polysilicon are expected to be the key market trends.
Based on geography, Asia Pacific held the largest share of the polysilicon market due to the strong growth of the semiconductors industry in the region.
Based on application, the solar power generation segment is expected to witness the fastest growth during the forecast period.
Growth in the solar energy industry are driving the market growth.
Wacker Chemie AG, OCI COMPANY Ltd, REC Silicon ASA, Tokuyama Corporation, Mitsubishi Materials Corporation, Qatar Solar Technologies, Hemlock Semiconductor Operations LLC, Elkem ASA, Daqo New Energy, and Targray are the key players operating in the polysilicon market.
The Polysilicon Market is estimated to witness a CAGR of 15% 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 Polysilicon Market - By Form
1.3.2 Polysilicon Market - By Application
1.3.3 Polysilicon Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. POLYSILICON 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. POLYSILICON 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. POLYSILICON MARKET - GLOBAL MARKET ANALYSIS
6.1. POLYSILICON - GLOBAL MARKET OVERVIEW
6.2. POLYSILICON - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. POLYSILICON MARKET - REVENUE AND FORECASTS TO 2028 - FORM
7.1. OVERVIEW
7.2. FORM MARKET FORECASTS AND ANALYSIS
7.3. CHUNKS
7.3.1. Overview
7.3.2. Chunks Market Forecast and Analysis
7.4. GRANULES
7.4.1. Overview
7.4.2. Granules Market Forecast and Analysis
7.5. RODS
7.5.1. Overview
7.5.2. Rods Market Forecast and Analysis
8. POLYSILICON MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. SOLAR PV
8.3.1. Overview
8.3.2. Solar PV Market Forecast and Analysis
8.4. ELECTRONICS
8.4.1. Overview
8.4.2. Electronics Market Forecast and Analysis
8.5. OTHERS
8.5.1. Overview
8.5.2. Others Market Forecast and Analysis
9. POLYSILICON MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Polysilicon Market Overview
9.1.2 North America Polysilicon Market Forecasts and Analysis
9.1.3 North America Polysilicon Market Forecasts and Analysis - By Form
9.1.4 North America Polysilicon Market Forecasts and Analysis - By Application
9.1.5 North America Polysilicon Market Forecasts and Analysis - By Countries
9.1.5.1 United States Polysilicon Market
9.1.5.1.1 United States Polysilicon Market by Form
9.1.5.1.2 United States Polysilicon Market by Application
9.1.5.2 Canada Polysilicon Market
9.1.5.2.1 Canada Polysilicon Market by Form
9.1.5.2.2 Canada Polysilicon Market by Application
9.1.5.3 Mexico Polysilicon Market
9.1.5.3.1 Mexico Polysilicon Market by Form
9.1.5.3.2 Mexico Polysilicon Market by Application
9.2. EUROPE
9.2.1 Europe Polysilicon Market Overview
9.2.2 Europe Polysilicon Market Forecasts and Analysis
9.2.3 Europe Polysilicon Market Forecasts and Analysis - By Form
9.2.4 Europe Polysilicon Market Forecasts and Analysis - By Application
9.2.5 Europe Polysilicon Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Polysilicon Market
9.2.5.1.1 Germany Polysilicon Market by Form
9.2.5.1.2 Germany Polysilicon Market by Application
9.2.5.2 France Polysilicon Market
9.2.5.2.1 France Polysilicon Market by Form
9.2.5.2.2 France Polysilicon Market by Application
9.2.5.3 Italy Polysilicon Market
9.2.5.3.1 Italy Polysilicon Market by Form
9.2.5.3.2 Italy Polysilicon Market by Application
9.2.5.4 United Kingdom Polysilicon Market
9.2.5.4.1 United Kingdom Polysilicon Market by Form
9.2.5.4.2 United Kingdom Polysilicon Market by Application
9.2.5.5 Russia Polysilicon Market
9.2.5.5.1 Russia Polysilicon Market by Form
9.2.5.5.2 Russia Polysilicon Market by Application
9.2.5.6 Rest of Europe Polysilicon Market
9.2.5.6.1 Rest of Europe Polysilicon Market by Form
9.2.5.6.2 Rest of Europe Polysilicon Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Polysilicon Market Overview
9.3.2 Asia-Pacific Polysilicon Market Forecasts and Analysis
9.3.3 Asia-Pacific Polysilicon Market Forecasts and Analysis - By Form
9.3.4 Asia-Pacific Polysilicon Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Polysilicon Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Polysilicon Market
9.3.5.1.1 Australia Polysilicon Market by Form
9.3.5.1.2 Australia Polysilicon Market by Application
9.3.5.2 China Polysilicon Market
9.3.5.2.1 China Polysilicon Market by Form
9.3.5.2.2 China Polysilicon Market by Application
9.3.5.3 India Polysilicon Market
9.3.5.3.1 India Polysilicon Market by Form
9.3.5.3.2 India Polysilicon Market by Application
9.3.5.4 Japan Polysilicon Market
9.3.5.4.1 Japan Polysilicon Market by Form
9.3.5.4.2 Japan Polysilicon Market by Application
9.3.5.5 South Korea Polysilicon Market
9.3.5.5.1 South Korea Polysilicon Market by Form
9.3.5.5.2 South Korea Polysilicon Market by Application
9.3.5.6 Rest of Asia-Pacific Polysilicon Market
9.3.5.6.1 Rest of Asia-Pacific Polysilicon Market by Form
9.3.5.6.2 Rest of Asia-Pacific Polysilicon Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Polysilicon Market Overview
9.4.2 Middle East and Africa Polysilicon Market Forecasts and Analysis
9.4.3 Middle East and Africa Polysilicon Market Forecasts and Analysis - By Form
9.4.4 Middle East and Africa Polysilicon Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Polysilicon Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Polysilicon Market
9.4.5.1.1 South Africa Polysilicon Market by Form
9.4.5.1.2 South Africa Polysilicon Market by Application
9.4.5.2 Saudi Arabia Polysilicon Market
9.4.5.2.1 Saudi Arabia Polysilicon Market by Form
9.4.5.2.2 Saudi Arabia Polysilicon Market by Application
9.4.5.3 U.A.E Polysilicon Market
9.4.5.3.1 U.A.E Polysilicon Market by Form
9.4.5.3.2 U.A.E Polysilicon Market by Application
9.4.5.4 Rest of Middle East and Africa Polysilicon Market
9.4.5.4.1 Rest of Middle East and Africa Polysilicon Market by Form
9.4.5.4.2 Rest of Middle East and Africa Polysilicon Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Polysilicon Market Overview
9.5.2 South and Central America Polysilicon Market Forecasts and Analysis
9.5.3 South and Central America Polysilicon Market Forecasts and Analysis - By Form
9.5.4 South and Central America Polysilicon Market Forecasts and Analysis - By Application
9.5.5 South and Central America Polysilicon Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Polysilicon Market
9.5.5.1.1 Brazil Polysilicon Market by Form
9.5.5.1.2 Brazil Polysilicon Market by Application
9.5.5.2 Argentina Polysilicon Market
9.5.5.2.1 Argentina Polysilicon Market by Form
9.5.5.2.2 Argentina Polysilicon Market by Application
9.5.5.3 Rest of South and Central America Polysilicon Market
9.5.5.3.1 Rest of South and Central America Polysilicon Market by Form
9.5.5.3.2 Rest of South and Central America Polysilicon 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. POLYSILICON MARKET, KEY COMPANY PROFILES
11.1. DAQO NEW ENERGY CORP.
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. GCL-POLY ENERGY HOLDINGS LIMITED
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. HEMLOCK SEMICONDUCTOR OPERATIONS LLC
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. MITSUBISHI POLYCRYSTALLINE SILICON AMERICA
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. OCI COMPANY 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. OSAKA TITANIUM TECHNOLOGIES CO. 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. QATAR SOLAR TECHNOLOGIES
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. REC SILICON ASA
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. TOKUYAMA CORPORATION
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. WACKER CHEMIE AG
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. Daqo New Energy Corp.
2. GCL-Poly Energy Holdings Limited
3. Hemlock Semiconductor Operations LLC
4. Mitsubishi Polycrystalline Silicon America
5. OCI COMPANY Ltd.
6. Osaka Titanium Technologies Co. Ltd.
7. Qatar Solar Technologies
8. REC Silicon ASA
9. Tokuyama Corporation
10. Wacker Chemie AG
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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