Modified starches are useful for emulsifying industrial products, especially foods and beverages containing flavour oils. They are prepared by enzymatic degradation of the 1, 4-alpha-D-glucosidic linkages from the non-reducing ends of a starch molecule, preferably employing beta-amylase which may be carried out before or after the preparation of a starch derivative containing a hydrophobic group or both hydrophilic and hydrophobic substituent groups. The enzymatic degradation provides a starch emulsifier whose emulsions are characterized by improved shelf stability. An emulsifier may be used as a replacement for Gum Arabic and in other industrial applications.
MARKET DYNAMICS
Growing consumption of modified starch products in dairy, bakery, and convenience foods, owing to their ability to intensify food texture and shelf life, is anticipated to grow their demand further. The Asia Pacific(APAC) region is anticipated to be the fastest-growing market because of the surging product demand from the paper, food, and textile sectors and expansion of production facilities in the region. Complimentary food & beverage industry outlook in India and China will also drive the segment. These emerging economies are also anticipated to witness a significant growth in the pharmaceutical industry owing to growing consumer demand for sophisticated medicines, which, in turn, will propel product demand over the forecast period. Cutting edge technology and innovations are the essential traits of the North America region, and that's why most of the time, the US country dominates the global market. The Modified Starch Emulsifier Market in the South America region is also expected to grow soon.
MARKET SCOPE
The "Global Modified Starch Emulsifier Market Analysis to 2031" is a specialized and in-depth study of the food and beverage industry with a particular focus on the global market trend analysis. The report aims to provide an overview of the modified starch emulsifiermarket with detailed market segmentation by product type and application. The global modified starch emulsifier market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading modified starch emulsifiermarket players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global modified starch emulsifier market is segmented into product type and application. By product type, the modified starch emulsifier market is classified into corn, potato,
cassava, wheat, and others. By application, the modified starch emulsifier market is classified into food and beverages, pharmaceuticals, textile industry, paper industry, and animal nutrition.
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 globalmodified starch emulsifiermarket based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 concerning five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA), and South America. Themodified starch emulsifiermarket 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 themodified starch emulsifiermarket from both demand and supply side. Further, it evaluates market dynamics affecting the market during the forecast period, i.e., drivers, restraints, opportunities, and future trends. 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 themodified starch emulsifiermarket 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 globalmodified starch emulsifiermarket based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 concerning five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA), and South America. Themodified starch emulsifiermarket 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 themodified starch emulsifiermarket from both demand and supply side. Further, it evaluates market dynamics affecting the market during the forecast period, i.e., drivers, restraints, opportunities, and future trends. 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 themodified starch emulsifiermarket in these regions.
MARKET PLAYERS
The reports cover vital developments in themodified starch emulsifier 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 partnerships & collaborations. These activities have paved the way for the expansion of business and customer base of market players. The market payers from the modified starch emulsifier market are anticipated to lucrative growth opportunities in the future with the rising demand for modified starch emulsifier in the global market. Below mentioned is the list of few companies engaged in themodified starch emulsifier market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in themodified starch emulsifiermarket. Besides, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last three years, the critical development in the past five years.
- Cargill, Incorporated
- Ingredion Incorporated
- Tate & Lyle PLC
- Roquette Frères
- AGRANA Beteiligungs-AG
- Emsland Group
- Xiamen Huaxuan Gelatin Co., Ltd.
- Dongguan Dongmei Food Co., Ltd.
- Qingdao DehuiHalobios Science and Technology Co., Ltd.
- Shaanxi TOP Pharm Chemical Co., Ltd.
The Insight Partner's dedicated research and analysis team consists of experienced professionals with advanced statistical expertise and offers various customization options in the current study.
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Modified Starch Emulsifier Market - By Product Type
1.3.2 Modified Starch Emulsifier Market - By Application
1.3.3 Modified Starch Emulsifier Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. MODIFIED STARCH EMULSIFIER 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. MODIFIED STARCH EMULSIFIER 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. MODIFIED STARCH EMULSIFIER MARKET - GLOBAL MARKET ANALYSIS
6.1. MODIFIED STARCH EMULSIFIER - GLOBAL MARKET OVERVIEW
6.2. MODIFIED STARCH EMULSIFIER - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. MODIFIED STARCH EMULSIFIER MARKET - REVENUE AND FORECASTS TO 2028 - PRODUCT TYPE
7.1. OVERVIEW
7.2. PRODUCT TYPE MARKET FORECASTS AND ANALYSIS
7.3. CORN
7.3.1. Overview
7.3.2. Corn Market Forecast and Analysis
7.4. POTATO
7.4.1. Overview
7.4.2. Potato Market Forecast and Analysis
7.5. CASSAVA
7.5.1. Overview
7.5.2. Cassava Market Forecast and Analysis
7.6. WHEAT
7.6.1. Overview
7.6.2. Wheat Market Forecast and Analysis
7.7. OTHERS
7.7.1. Overview
7.7.2. Others Market Forecast and Analysis
8. MODIFIED STARCH EMULSIFIER MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. FOOD AND BEVERAGES
8.3.1. Overview
8.3.2. Food and Beverages Market Forecast and Analysis
8.4. PHARMACEUTICALS
8.4.1. Overview
8.4.2. Pharmaceuticals Market Forecast and Analysis
8.5. TEXTILE INDUSTRY
8.5.1. Overview
8.5.2. Textile Industry Market Forecast and Analysis
8.6. PAPER INDUSTRY
8.6.1. Overview
8.6.2. Paper Industry Market Forecast and Analysis
8.7. ANIMAL NUTRITION
8.7.1. Overview
8.7.2. Animal Nutrition Market Forecast and Analysis
9. MODIFIED STARCH EMULSIFIER MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Modified Starch Emulsifier Market Overview
9.1.2 North America Modified Starch Emulsifier Market Forecasts and Analysis
9.1.3 North America Modified Starch Emulsifier Market Forecasts and Analysis - By Product Type
9.1.4 North America Modified Starch Emulsifier Market Forecasts and Analysis - By Application
9.1.5 North America Modified Starch Emulsifier Market Forecasts and Analysis - By Countries
9.1.5.1 Canada Modified Starch Emulsifier Market
9.1.5.1.1 Canada Modified Starch Emulsifier Market by Product Type
9.1.5.1.2 Canada Modified Starch Emulsifier Market by Application
9.1.5.2 Mexico Modified Starch Emulsifier Market
9.1.5.2.1 Mexico Modified Starch Emulsifier Market by Product Type
9.1.5.2.2 Mexico Modified Starch Emulsifier Market by Application
9.1.5.3 US Modified Starch Emulsifier Market
9.1.5.3.1 US Modified Starch Emulsifier Market by Product Type
9.1.5.3.2 US Modified Starch Emulsifier Market by Application
9.2. EUROPE
9.2.1 Europe Modified Starch Emulsifier Market Overview
9.2.2 Europe Modified Starch Emulsifier Market Forecasts and Analysis
9.2.3 Europe Modified Starch Emulsifier Market Forecasts and Analysis - By Product Type
9.2.4 Europe Modified Starch Emulsifier Market Forecasts and Analysis - By Application
9.2.5 Europe Modified Starch Emulsifier Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Modified Starch Emulsifier Market
9.2.5.1.1 Germany Modified Starch Emulsifier Market by Product Type
9.2.5.1.2 Germany Modified Starch Emulsifier Market by Application
9.2.5.2 France Modified Starch Emulsifier Market
9.2.5.2.1 France Modified Starch Emulsifier Market by Product Type
9.2.5.2.2 France Modified Starch Emulsifier Market by Application
9.2.5.3 Italy Modified Starch Emulsifier Market
9.2.5.3.1 Italy Modified Starch Emulsifier Market by Product Type
9.2.5.3.2 Italy Modified Starch Emulsifier Market by Application
9.2.5.4 United Kingdom Modified Starch Emulsifier Market
9.2.5.4.1 United Kingdom Modified Starch Emulsifier Market by Product Type
9.2.5.4.2 United Kingdom Modified Starch Emulsifier Market by Application
9.2.5.5 Russia Modified Starch Emulsifier Market
9.2.5.5.1 Russia Modified Starch Emulsifier Market by Product Type
9.2.5.5.2 Russia Modified Starch Emulsifier Market by Application
9.2.5.6 Rest of Europe Modified Starch Emulsifier Market
9.2.5.6.1 Rest of Europe Modified Starch Emulsifier Market by Product Type
9.2.5.6.2 Rest of Europe Modified Starch Emulsifier Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Modified Starch Emulsifier Market Overview
9.3.2 Asia-Pacific Modified Starch Emulsifier Market Forecasts and Analysis
9.3.3 Asia-Pacific Modified Starch Emulsifier Market Forecasts and Analysis - By Product Type
9.3.4 Asia-Pacific Modified Starch Emulsifier Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Modified Starch Emulsifier Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Modified Starch Emulsifier Market
9.3.5.1.1 Australia Modified Starch Emulsifier Market by Product Type
9.3.5.1.2 Australia Modified Starch Emulsifier Market by Application
9.3.5.2 China Modified Starch Emulsifier Market
9.3.5.2.1 China Modified Starch Emulsifier Market by Product Type
9.3.5.2.2 China Modified Starch Emulsifier Market by Application
9.3.5.3 India Modified Starch Emulsifier Market
9.3.5.3.1 India Modified Starch Emulsifier Market by Product Type
9.3.5.3.2 India Modified Starch Emulsifier Market by Application
9.3.5.4 Japan Modified Starch Emulsifier Market
9.3.5.4.1 Japan Modified Starch Emulsifier Market by Product Type
9.3.5.4.2 Japan Modified Starch Emulsifier Market by Application
9.3.5.5 South Korea Modified Starch Emulsifier Market
9.3.5.5.1 South Korea Modified Starch Emulsifier Market by Product Type
9.3.5.5.2 South Korea Modified Starch Emulsifier Market by Application
9.3.5.6 Rest of Asia-Pacific Modified Starch Emulsifier Market
9.3.5.6.1 Rest of Asia-Pacific Modified Starch Emulsifier Market by Product Type
9.3.5.6.2 Rest of Asia-Pacific Modified Starch Emulsifier Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Modified Starch Emulsifier Market Overview
9.4.2 Middle East and Africa Modified Starch Emulsifier Market Forecasts and Analysis
9.4.3 Middle East and Africa Modified Starch Emulsifier Market Forecasts and Analysis - By Product Type
9.4.4 Middle East and Africa Modified Starch Emulsifier Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Modified Starch Emulsifier Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Modified Starch Emulsifier Market
9.4.5.1.1 South Africa Modified Starch Emulsifier Market by Product Type
9.4.5.1.2 South Africa Modified Starch Emulsifier Market by Application
9.4.5.2 Saudi Arabia Modified Starch Emulsifier Market
9.4.5.2.1 Saudi Arabia Modified Starch Emulsifier Market by Product Type
9.4.5.2.2 Saudi Arabia Modified Starch Emulsifier Market by Application
9.4.5.3 U.A.E Modified Starch Emulsifier Market
9.4.5.3.1 U.A.E Modified Starch Emulsifier Market by Product Type
9.4.5.3.2 U.A.E Modified Starch Emulsifier Market by Application
9.4.5.4 Rest of Middle East and Africa Modified Starch Emulsifier Market
9.4.5.4.1 Rest of Middle East and Africa Modified Starch Emulsifier Market by Product Type
9.4.5.4.2 Rest of Middle East and Africa Modified Starch Emulsifier Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Modified Starch Emulsifier Market Overview
9.5.2 South and Central America Modified Starch Emulsifier Market Forecasts and Analysis
9.5.3 South and Central America Modified Starch Emulsifier Market Forecasts and Analysis - By Product Type
9.5.4 South and Central America Modified Starch Emulsifier Market Forecasts and Analysis - By Application
9.5.5 South and Central America Modified Starch Emulsifier Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Modified Starch Emulsifier Market
9.5.5.1.1 Brazil Modified Starch Emulsifier Market by Product Type
9.5.5.1.2 Brazil Modified Starch Emulsifier Market by Application
9.5.5.2 Argentina Modified Starch Emulsifier Market
9.5.5.2.1 Argentina Modified Starch Emulsifier Market by Product Type
9.5.5.2.2 Argentina Modified Starch Emulsifier Market by Application
9.5.5.3 Rest of South and Central America Modified Starch Emulsifier Market
9.5.5.3.1 Rest of South and Central America Modified Starch Emulsifier Market by Product Type
9.5.5.3.2 Rest of South and Central America Modified Starch Emulsifier 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. MODIFIED STARCH EMULSIFIER MARKET, KEY COMPANY PROFILES
11.1. AGRANA BETEILIGUNGS-AG
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. CARGILL, INCORPORATED
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. DONGGUAN DONGMEI FOOD CO., LTD.
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. EMSLAND GROUP
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. INGREDION INCORPORATED
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. QINGDAO DEHUIHALOBIOS SCIENCE AND TECHNOLOGY 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. ROQUETTE FRèRES
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. SHAANXI TOP PHARM CHEMICAL CO., LTD.
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. TATE AND LYLE PLC
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. XIAMEN HUAXUAN GELATIN CO., LTD.
11.10.1. Key Facts
11.10.2. Business Description
11.10.3. Products and Services
11.10.4. Financial Overview
11.10.5. SWOT Analysis
11.10.6. Key Developments
12. APPENDIX
12.1. ABOUT THE INSIGHT PARTNERS
12.2. GLOSSARY OF TERMS
1. AGRANA Beteiligungs-AG
2. Cargill, Incorporated
3. Dongguan Dongmei Food Co., Ltd.
4. Emsland Group
5. Ingredion Incorporated
6. Qingdao DehuiHalobios Science and Technology Co., Ltd.
7. Roquette Frères
8. Shaanxi TOP Pharm Chemical Co., Ltd.
9. Tate and Lyle PLC
10. Xiamen Huaxuan Gelatin Co., Ltd.
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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