Next-generation Organic Solar Cell Market Size and Forecasts (2021 - 2031), Global and Regional Share, Trends, and Growth Opportunity Analysis
The term next-generation organic solar cell refers to a form of organic photovoltaic that makes use of organic electronics, which is a subset of electronics that converts sunlight into electricity using thin organic semiconductor layers. Compound cell solar makes up most of these organic photovoltaics. It has a photosensitive nature of organic matter as a semiconductor material, and to achieve the effect of solar power, currents are used to generate the photovoltaic consequence of the voltage.
MARKET DYNAMICS
The rise in the worldwide energy crisis, environmental pollution, and stringent regulations, as well as government incentives and tax rebates for solar panel installation, are all propelling the global next-generation organic solar cell market forward. Furthermore, rising producer rivalry in terms of developments in photovoltaic-based power systems, as well as an increase in the number of solar power projects, have fueled the market's expansion. Furthermore, government investments appear to be a promising source of growth for this market.
MARKET SCOPE
The "Global Next-Generation Organic Solar Cell Market Analysis To 2031" is a specialized and in-depth study of the technology, media, and telecommunications industry with a special focus on global market trend analysis. The next-generation organic solar cell market report aims to provide an overview of the next-generation organic solar cell market with detailed market segmentation by product type, application, and geography. The global next-generation organic solar cell market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading next-generation organic solar cell market player and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global next-generation organic solar cell market is segmented based on product type, application. Based on the product type, the next-generation organic solar cell market is segmented into PN junction structure, dye-sensitized nanocrystalline solar cells. Based on application, the next-generation organic solar cell market is segmented into consumer electronics, architecture and building integration, others.
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 next-generation organic solar cell market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 with respect to five major regions, namely, North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South & Central America. The next-generation organic solar cell market by each region is later sub-segmented by respective countries and segments. The next-generation organic solar cell market 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 next-generation organic solar cell 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 highlighting factors affecting the next-generation organic solar cell market in these regions.
IMPACT OF COVID-19 ON NEXT-GENERATION ORGANIC SOLAR CELL MARKET
The impact of the COVID-19 pandemic on the market is covered throughout the report. The pandemic has had a negative impact on the next-generation organic solar cell market. The sudden on-set of the pandemic let to several temporary shutdowns thereby disrupting the supply chain of the market. This temporary closure impacted both the demand and supply side of the market, thereby adversely impacting the growth of the next-generation organic solar cell market in 2021.
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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 next-generation organic solar cell market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 with respect to five major regions, namely, North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South & Central America. The next-generation organic solar cell market by each region is later sub-segmented by respective countries and segments. The next-generation organic solar cell market 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 next-generation organic solar cell 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 highlighting factors affecting the next-generation organic solar cell market in these regions.
IMPACT OF COVID-19 ON NEXT-GENERATION ORGANIC SOLAR CELL MARKET
The impact of the COVID-19 pandemic on the market is covered throughout the report. The pandemic has had a negative impact on the next-generation organic solar cell market. The sudden on-set of the pandemic let to several temporary shutdowns thereby disrupting the supply chain of the market. This temporary closure impacted both the demand and supply side of the market, thereby adversely impacting the growth of the next-generation organic solar cell market in 2021.
MARKET PLAYERS
The reports cover key developments in the next-generation organic solar cell 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 players from next-generation organic solar cell market are anticipated to lucrative growth opportunities in the future with the rising demand for filter products in the global market. Below mentioned is the list of few companies engaged in the next-generation organic solar cell market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the next-generation organic solar cell 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.
- Heliatek GmbH
- ARMOR
- infinityPV
- Solarmer
- NanoFlex Power Corporation
- Optodot
- Eni S.p.A.
- Novaled GmbH
- Mitsubishi Chemical Holdings Corporation
- Henkel Corporation
- 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 Next-generation Organic Solar Cell Market - By Product Type
1.3.2 Next-generation Organic Solar Cell Market - By Application
1.3.3 Next-generation Organic Solar Cell Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. NEXT-GENERATION ORGANIC SOLAR CELL 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. NEXT-GENERATION ORGANIC SOLAR CELL 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. NEXT-GENERATION ORGANIC SOLAR CELL MARKET - GLOBAL MARKET ANALYSIS
6.1. NEXT-GENERATION ORGANIC SOLAR CELL - GLOBAL MARKET OVERVIEW
6.2. NEXT-GENERATION ORGANIC SOLAR CELL - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. NEXT-GENERATION ORGANIC SOLAR CELL MARKET - REVENUE AND FORECASTS TO 2028 - PRODUCT TYPE
7.1. OVERVIEW
7.2. PRODUCT TYPE MARKET FORECASTS AND ANALYSIS
7.3. PN JUNCTION STRUCTURE
7.3.1. Overview
7.3.2. PN Junction Structure Market Forecast and Analysis
7.4. DYE-SENSITIZED NANOCRYSTALLINE SOLAR CELLS
7.4.1. Overview
7.4.2. Dye-sensitized Nanocrystalline Solar Cells Market Forecast and Analysis
8. NEXT-GENERATION ORGANIC SOLAR CELL MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. CONSUMER ELECTRONICS
8.3.1. Overview
8.3.2. Consumer Electronics Market Forecast and Analysis
8.4. ARCHITECTURE & BUILDING INTEGRATION
8.4.1. Overview
8.4.2. Architecture & Building Integration Market Forecast and Analysis
8.5. OTHERS
8.5.1. Overview
8.5.2. Others Market Forecast and Analysis
9. NEXT-GENERATION ORGANIC SOLAR CELL MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Next-generation Organic Solar Cell Market Overview
9.1.2 North America Next-generation Organic Solar Cell Market Forecasts and Analysis
9.1.3 North America Next-generation Organic Solar Cell Market Forecasts and Analysis - By Product Type
9.1.4 North America Next-generation Organic Solar Cell Market Forecasts and Analysis - By Application
9.1.5 North America Next-generation Organic Solar Cell Market Forecasts and Analysis - By Countries
9.1.5.1 United States Next-generation Organic Solar Cell Market
9.1.5.1.1 United States Next-generation Organic Solar Cell Market by Product Type
9.1.5.1.2 United States Next-generation Organic Solar Cell Market by Application
9.1.5.2 Canada Next-generation Organic Solar Cell Market
9.1.5.2.1 Canada Next-generation Organic Solar Cell Market by Product Type
9.1.5.2.2 Canada Next-generation Organic Solar Cell Market by Application
9.1.5.3 Mexico Next-generation Organic Solar Cell Market
9.1.5.3.1 Mexico Next-generation Organic Solar Cell Market by Product Type
9.1.5.3.2 Mexico Next-generation Organic Solar Cell Market by Application
9.2. EUROPE
9.2.1 Europe Next-generation Organic Solar Cell Market Overview
9.2.2 Europe Next-generation Organic Solar Cell Market Forecasts and Analysis
9.2.3 Europe Next-generation Organic Solar Cell Market Forecasts and Analysis - By Product Type
9.2.4 Europe Next-generation Organic Solar Cell Market Forecasts and Analysis - By Application
9.2.5 Europe Next-generation Organic Solar Cell Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Next-generation Organic Solar Cell Market
9.2.5.1.1 Germany Next-generation Organic Solar Cell Market by Product Type
9.2.5.1.2 Germany Next-generation Organic Solar Cell Market by Application
9.2.5.2 France Next-generation Organic Solar Cell Market
9.2.5.2.1 France Next-generation Organic Solar Cell Market by Product Type
9.2.5.2.2 France Next-generation Organic Solar Cell Market by Application
9.2.5.3 Italy Next-generation Organic Solar Cell Market
9.2.5.3.1 Italy Next-generation Organic Solar Cell Market by Product Type
9.2.5.3.2 Italy Next-generation Organic Solar Cell Market by Application
9.2.5.4 United Kingdom Next-generation Organic Solar Cell Market
9.2.5.4.1 United Kingdom Next-generation Organic Solar Cell Market by Product Type
9.2.5.4.2 United Kingdom Next-generation Organic Solar Cell Market by Application
9.2.5.5 Russia Next-generation Organic Solar Cell Market
9.2.5.5.1 Russia Next-generation Organic Solar Cell Market by Product Type
9.2.5.5.2 Russia Next-generation Organic Solar Cell Market by Application
9.2.5.6 Rest of Europe Next-generation Organic Solar Cell Market
9.2.5.6.1 Rest of Europe Next-generation Organic Solar Cell Market by Product Type
9.2.5.6.2 Rest of Europe Next-generation Organic Solar Cell Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Next-generation Organic Solar Cell Market Overview
9.3.2 Asia-Pacific Next-generation Organic Solar Cell Market Forecasts and Analysis
9.3.3 Asia-Pacific Next-generation Organic Solar Cell Market Forecasts and Analysis - By Product Type
9.3.4 Asia-Pacific Next-generation Organic Solar Cell Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Next-generation Organic Solar Cell Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Next-generation Organic Solar Cell Market
9.3.5.1.1 Australia Next-generation Organic Solar Cell Market by Product Type
9.3.5.1.2 Australia Next-generation Organic Solar Cell Market by Application
9.3.5.2 China Next-generation Organic Solar Cell Market
9.3.5.2.1 China Next-generation Organic Solar Cell Market by Product Type
9.3.5.2.2 China Next-generation Organic Solar Cell Market by Application
9.3.5.3 India Next-generation Organic Solar Cell Market
9.3.5.3.1 India Next-generation Organic Solar Cell Market by Product Type
9.3.5.3.2 India Next-generation Organic Solar Cell Market by Application
9.3.5.4 Japan Next-generation Organic Solar Cell Market
9.3.5.4.1 Japan Next-generation Organic Solar Cell Market by Product Type
9.3.5.4.2 Japan Next-generation Organic Solar Cell Market by Application
9.3.5.5 South Korea Next-generation Organic Solar Cell Market
9.3.5.5.1 South Korea Next-generation Organic Solar Cell Market by Product Type
9.3.5.5.2 South Korea Next-generation Organic Solar Cell Market by Application
9.3.5.6 Rest of Asia-Pacific Next-generation Organic Solar Cell Market
9.3.5.6.1 Rest of Asia-Pacific Next-generation Organic Solar Cell Market by Product Type
9.3.5.6.2 Rest of Asia-Pacific Next-generation Organic Solar Cell Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Next-generation Organic Solar Cell Market Overview
9.4.2 Middle East and Africa Next-generation Organic Solar Cell Market Forecasts and Analysis
9.4.3 Middle East and Africa Next-generation Organic Solar Cell Market Forecasts and Analysis - By Product Type
9.4.4 Middle East and Africa Next-generation Organic Solar Cell Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Next-generation Organic Solar Cell Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Next-generation Organic Solar Cell Market
9.4.5.1.1 South Africa Next-generation Organic Solar Cell Market by Product Type
9.4.5.1.2 South Africa Next-generation Organic Solar Cell Market by Application
9.4.5.2 Saudi Arabia Next-generation Organic Solar Cell Market
9.4.5.2.1 Saudi Arabia Next-generation Organic Solar Cell Market by Product Type
9.4.5.2.2 Saudi Arabia Next-generation Organic Solar Cell Market by Application
9.4.5.3 U.A.E Next-generation Organic Solar Cell Market
9.4.5.3.1 U.A.E Next-generation Organic Solar Cell Market by Product Type
9.4.5.3.2 U.A.E Next-generation Organic Solar Cell Market by Application
9.4.5.4 Rest of Middle East and Africa Next-generation Organic Solar Cell Market
9.4.5.4.1 Rest of Middle East and Africa Next-generation Organic Solar Cell Market by Product Type
9.4.5.4.2 Rest of Middle East and Africa Next-generation Organic Solar Cell Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Next-generation Organic Solar Cell Market Overview
9.5.2 South and Central America Next-generation Organic Solar Cell Market Forecasts and Analysis
9.5.3 South and Central America Next-generation Organic Solar Cell Market Forecasts and Analysis - By Product Type
9.5.4 South and Central America Next-generation Organic Solar Cell Market Forecasts and Analysis - By Application
9.5.5 South and Central America Next-generation Organic Solar Cell Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Next-generation Organic Solar Cell Market
9.5.5.1.1 Brazil Next-generation Organic Solar Cell Market by Product Type
9.5.5.1.2 Brazil Next-generation Organic Solar Cell Market by Application
9.5.5.2 Argentina Next-generation Organic Solar Cell Market
9.5.5.2.1 Argentina Next-generation Organic Solar Cell Market by Product Type
9.5.5.2.2 Argentina Next-generation Organic Solar Cell Market by Application
9.5.5.3 Rest of South and Central America Next-generation Organic Solar Cell Market
9.5.5.3.1 Rest of South and Central America Next-generation Organic Solar Cell Market by Product Type
9.5.5.3.2 Rest of South and Central America Next-generation Organic Solar Cell 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. NEXT-GENERATION ORGANIC SOLAR CELL MARKET, KEY COMPANY PROFILES
11.1. HELIATEK 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. ARMOR
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. INFINITYPV
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. SOLARMER
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. NANOFLEX POWER CORPORATION
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. OPTODOT
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. ENI S.P.A.
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. NOVALED GMBH
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. MITSUBISHI CHEMICAL HOLDINGS 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. HENKEL CORPORATION.
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.Heliatek GmbH
2.ARMOR
3.infinityPV
4.Solarmer
5.NanoFlex Power Corporation
6.Optodot
7.Eni S.p.A.
8.Novaled GmbH
9.Mitsubishi Chemical Holdings Corporation
10. Henkel Corporation.
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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