Alcohol-free Hand Sanitizer Market Size and Forecasts (2021 - 2031), Global and Regional Share, Trends, and Growth Opportunity Analysis
A hand sanitizer, often known as a hand rub, is an antiseptic solution that is applied to the hands to kill disease-causing bacteria. It's made up of alcohol, water, emollients, polyacrylates, artificial and natural colors, and perfumes. It comes in foam, gel, and liquid forms. Ethanol and isopropanol, which are used in hand sanitizers, rapidly denature proteins and remove the lipid-based coats of bacteria and viruses. Glycerin, thickening agents, and disinfectants, such as benzalkonium chloride (BAC) and other antimicrobial agents, are being used to make alcohol-free variations of hand sanitizers.
MARKET DYNAMICS
Growing awareness among the population with regards to hygiene and hand cleanliness have aided the demand for alcohol-free hand sanitizers. They do not damage the skin and are also available in herbal variations. Although there are a few good alcohol-free hand sanitizers on the market, most alcohol-free hand sanitizers have been found to be less effective than alcohol-based sanitizers in eliminating germs.
MARKET SCOPE
The "global alcohol-free hand sanitizer market analysis to 2031" is a specialized and in-depth study of the consumer goods industry with a particular focus on the global market trend analysis. The report aims to provide an overview of the alcohol-free hand sanitizer market t with detailed market segmentation by product and distribution channel. The global alcohol-free hand sanitizer market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading alcohol-free hand sanitizer market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global alcohol-free hand sanitizer market is segmented into product and distribution channel. By product, the alcohol-free hand sanitizer market is classified into gel, liquid, and others. By distribution channel, supermarkets and hypermarkets, convenience stores and 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 alcohol-free hand sanitizer market 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. The global alcohol-free hand sanitizer market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally, along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the global alcohol-free hand sanitizer market 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 Porter analysis for all five regions, namely; North America, Europe, APAC, MEA, and South America, after evaluating political, economic, social, and technological factors affecting the global alcohol-free hand sanitizer market in these regions.
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The report provides a detailed overview of the industry, including both qualitative and quantitative information. It provides an overview and forecast of the global alcohol-free hand sanitizer market 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. The global alcohol-free hand sanitizer market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally, along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the global alcohol-free hand sanitizer market 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 Porter analysis for all five regions, namely; North America, Europe, APAC, MEA, and South America, after evaluating political, economic, social, and technological factors affecting the global alcohol-free hand sanitizer market in these regions.
MARKET PLAYERS
The report covers vital developments in the global alcohol-free hand sanitizer 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 players from the global alcohol-free hand sanitizer market are anticipated to witness lucrative growth opportunities in the future with the rising demand alcohol-free hand sanitizer in the global market. Below mentioned is the list of few companies engaged in the global alcohol-free hand sanitizer market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the global alcohol-free hand sanitizer market. Besides, the report focuses on leading industry players with information such as company profiles, products, and services offered, financial information of the last three years, the critical development in the past five years.
- S.C. Johnson and Son Inc.
- Best Sanitizers, Inc.
- Essity Hygiene and Health AB
- Himalaya Global Holding Ltd.
- GOJO Industries, Inc.
- Proctor & Gamble
- Unilever
- Henkel Corporation.
- Reckitt Benckiser Group Plc.
- Vi-Jon
- 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 Alcohol-free Hand Sanitizer Market - By Product
1.3.2 Alcohol-free Hand Sanitizer Market - By Distribution Channel
1.3.3 Alcohol-free Hand Sanitizer Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. ALCOHOL-FREE HAND SANITIZER 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. ALCOHOL-FREE HAND SANITIZER 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. ALCOHOL-FREE HAND SANITIZER MARKET - GLOBAL MARKET ANALYSIS
6.1. ALCOHOL-FREE HAND SANITIZER - GLOBAL MARKET OVERVIEW
6.2. ALCOHOL-FREE HAND SANITIZER - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. ALCOHOL-FREE HAND SANITIZER MARKET - REVENUE AND FORECASTS TO 2028 - PRODUCT
7.1. OVERVIEW
7.2. PRODUCT MARKET FORECASTS AND ANALYSIS
7.3. GEL
7.3.1. Overview
7.3.2. Gel Market Forecast and Analysis
7.4. LIQUID
7.4.1. Overview
7.4.2. Liquid Market Forecast and Analysis
7.5. OTHERS
7.5.1. Overview
7.5.2. others Market Forecast and Analysis
8. ALCOHOL-FREE HAND SANITIZER MARKET - REVENUE AND FORECASTS TO 2028 - DISTRIBUTION CHANNEL
8.1. OVERVIEW
8.2. DISTRIBUTION CHANNEL MARKET FORECASTS AND ANALYSIS
8.3. SUPERMARKET AND HYPERMARKET
8.3.1. Overview
8.3.2. Supermarket and hypermarket Market Forecast and Analysis
8.4. CONVENIENCE STORES
8.4.1. Overview
8.4.2. Convenience Stores Market Forecast and Analysis
8.5. ONLINE RETAIL
8.5.1. Overview
8.5.2. Online Retail Market Forecast and Analysis
8.6. OTHERS
8.6.1. Overview
8.6.2. Others Market Forecast and Analysis
9. ALCOHOL-FREE HAND SANITIZER MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Alcohol-free Hand Sanitizer Market Overview
9.1.2 North America Alcohol-free Hand Sanitizer Market Forecasts and Analysis
9.1.3 North America Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Product
9.1.4 North America Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Distribution Channel
9.1.5 North America Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Countries
9.1.5.1 United States Alcohol-free Hand Sanitizer Market
9.1.5.1.1 United States Alcohol-free Hand Sanitizer Market by Product
9.1.5.1.2 United States Alcohol-free Hand Sanitizer Market by Distribution Channel
9.1.5.2 Canada Alcohol-free Hand Sanitizer Market
9.1.5.2.1 Canada Alcohol-free Hand Sanitizer Market by Product
9.1.5.2.2 Canada Alcohol-free Hand Sanitizer Market by Distribution Channel
9.1.5.3 Mexico Alcohol-free Hand Sanitizer Market
9.1.5.3.1 Mexico Alcohol-free Hand Sanitizer Market by Product
9.1.5.3.2 Mexico Alcohol-free Hand Sanitizer Market by Distribution Channel
9.2. EUROPE
9.2.1 Europe Alcohol-free Hand Sanitizer Market Overview
9.2.2 Europe Alcohol-free Hand Sanitizer Market Forecasts and Analysis
9.2.3 Europe Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Product
9.2.4 Europe Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Distribution Channel
9.2.5 Europe Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Alcohol-free Hand Sanitizer Market
9.2.5.1.1 Germany Alcohol-free Hand Sanitizer Market by Product
9.2.5.1.2 Germany Alcohol-free Hand Sanitizer Market by Distribution Channel
9.2.5.2 France Alcohol-free Hand Sanitizer Market
9.2.5.2.1 France Alcohol-free Hand Sanitizer Market by Product
9.2.5.2.2 France Alcohol-free Hand Sanitizer Market by Distribution Channel
9.2.5.3 Italy Alcohol-free Hand Sanitizer Market
9.2.5.3.1 Italy Alcohol-free Hand Sanitizer Market by Product
9.2.5.3.2 Italy Alcohol-free Hand Sanitizer Market by Distribution Channel
9.2.5.4 United Kingdom Alcohol-free Hand Sanitizer Market
9.2.5.4.1 United Kingdom Alcohol-free Hand Sanitizer Market by Product
9.2.5.4.2 United Kingdom Alcohol-free Hand Sanitizer Market by Distribution Channel
9.2.5.5 Russia Alcohol-free Hand Sanitizer Market
9.2.5.5.1 Russia Alcohol-free Hand Sanitizer Market by Product
9.2.5.5.2 Russia Alcohol-free Hand Sanitizer Market by Distribution Channel
9.2.5.6 Rest of Europe Alcohol-free Hand Sanitizer Market
9.2.5.6.1 Rest of Europe Alcohol-free Hand Sanitizer Market by Product
9.2.5.6.2 Rest of Europe Alcohol-free Hand Sanitizer Market by Distribution Channel
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Alcohol-free Hand Sanitizer Market Overview
9.3.2 Asia-Pacific Alcohol-free Hand Sanitizer Market Forecasts and Analysis
9.3.3 Asia-Pacific Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Product
9.3.4 Asia-Pacific Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Distribution Channel
9.3.5 Asia-Pacific Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Alcohol-free Hand Sanitizer Market
9.3.5.1.1 Australia Alcohol-free Hand Sanitizer Market by Product
9.3.5.1.2 Australia Alcohol-free Hand Sanitizer Market by Distribution Channel
9.3.5.2 China Alcohol-free Hand Sanitizer Market
9.3.5.2.1 China Alcohol-free Hand Sanitizer Market by Product
9.3.5.2.2 China Alcohol-free Hand Sanitizer Market by Distribution Channel
9.3.5.3 India Alcohol-free Hand Sanitizer Market
9.3.5.3.1 India Alcohol-free Hand Sanitizer Market by Product
9.3.5.3.2 India Alcohol-free Hand Sanitizer Market by Distribution Channel
9.3.5.4 South Korea Alcohol-free Hand Sanitizer Market
9.3.5.4.1 South Korea Alcohol-free Hand Sanitizer Market by Product
9.3.5.4.2 South Korea Alcohol-free Hand Sanitizer Market by Distribution Channel
9.3.5.5 Rest of Asia-Pacific Alcohol-free Hand Sanitizer Market
9.3.5.5.1 Rest of Asia-Pacific Alcohol-free Hand Sanitizer Market by Product
9.3.5.5.2 Rest of Asia-Pacific Alcohol-free Hand Sanitizer Market by Distribution Channel
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Alcohol-free Hand Sanitizer Market Overview
9.4.2 Middle East and Africa Alcohol-free Hand Sanitizer Market Forecasts and Analysis
9.4.3 Middle East and Africa Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Product
9.4.4 Middle East and Africa Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Distribution Channel
9.4.5 Middle East and Africa Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Alcohol-free Hand Sanitizer Market
9.4.5.1.1 South Africa Alcohol-free Hand Sanitizer Market by Product
9.4.5.1.2 South Africa Alcohol-free Hand Sanitizer Market by Distribution Channel
9.4.5.2 Saudi Arabia Alcohol-free Hand Sanitizer Market
9.4.5.2.1 Saudi Arabia Alcohol-free Hand Sanitizer Market by Product
9.4.5.2.2 Saudi Arabia Alcohol-free Hand Sanitizer Market by Distribution Channel
9.4.5.3 U.A.E Alcohol-free Hand Sanitizer Market
9.4.5.3.1 U.A.E Alcohol-free Hand Sanitizer Market by Product
9.4.5.3.2 U.A.E Alcohol-free Hand Sanitizer Market by Distribution Channel
9.4.5.4 Rest of Middle East and Africa Alcohol-free Hand Sanitizer Market
9.4.5.4.1 Rest of Middle East and Africa Alcohol-free Hand Sanitizer Market by Product
9.4.5.4.2 Rest of Middle East and Africa Alcohol-free Hand Sanitizer Market by Distribution Channel
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Alcohol-free Hand Sanitizer Market Overview
9.5.2 South and Central America Alcohol-free Hand Sanitizer Market Forecasts and Analysis
9.5.3 South and Central America Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Product
9.5.4 South and Central America Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Distribution Channel
9.5.5 South and Central America Alcohol-free Hand Sanitizer Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Alcohol-free Hand Sanitizer Market
9.5.5.1.1 Brazil Alcohol-free Hand Sanitizer Market by Product
9.5.5.1.2 Brazil Alcohol-free Hand Sanitizer Market by Distribution Channel
9.5.5.2 Argentina Alcohol-free Hand Sanitizer Market
9.5.5.2.1 Argentina Alcohol-free Hand Sanitizer Market by Product
9.5.5.2.2 Argentina Alcohol-free Hand Sanitizer Market by Distribution Channel
9.5.5.3 Rest of South and Central America Alcohol-free Hand Sanitizer Market
9.5.5.3.1 Rest of South and Central America Alcohol-free Hand Sanitizer Market by Product
9.5.5.3.2 Rest of South and Central America Alcohol-free Hand Sanitizer Market by Distribution Channel
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. ALCOHOL-FREE HAND SANITIZER MARKET, KEY COMPANY PROFILES
11.1. S.C. JOHSON AND SON INC.
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. BEST SANITIZERS, INC
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. ESSITY HYGIENE AND HEALTH ABZ
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. HIMALAYA GLOBAL HOLDING LTD.
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. GOJO INDUSTRIES, INC
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. PROCTOR AND GAMBLE
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. UNILEVER
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. HENKEL 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. RECKITT BENCKISER GROUP 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. VI-JON
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.S.C. Johson and Son Inc.
2.Best Sanitizers, Inc
3.Essity Hygiene and Health ABZ
4.Himalaya Global Holding Ltd.
5.GOJO industries, inc
6.Proctor and Gamble
7.Unilever
8.Henkel corporation.
9.Reckitt Benckiser Group Plc.
10.Vi-Jon
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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