Automotive Retarder Market Size and Forecasts (2021 - 2031), Global and Regional Share, Trends, and Growth Opportunity Analysis

Coverage: Automotive Retarder Market covers analysis By Retarder Type (Electric retarders, Hydraulic retarders); Application (18-55 MT, 55-100 MT, Above 100 MT) , and Geography (North America, Europe, Asia Pacific, and South and Central America)

  • Report Code : TIPRE00005574
  • Category : Automotive and Transportation
  • Status : Upcoming
  • No. of Pages : 150
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MARKET OVERVIEW

The primary function of an automotive retarder is to maintain and control the speed of the vehicle. Automotive retarders are basically of two types; electric and hydraulic. Retarders help in preventing the vehicle from accelerating down the slope and sliding uncontrollably. Automotive retarders assist in braking performed by the traditional friction braking systems. These are high-performance brakes which effectively and safely decelerates even heavy vehicles.

MARKET SCOPE

The "Global Automotive Retarder Market Analysis to 2028" is a specialized and in-depth study of the Automotive Retarder market with a special focus on the global market trend analysis. The report aims to provide an overview of Automotive Retarder market with detailed market segmentation by type, type, application, and geography. The global Automotive Retarder market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading Automotive Retarder market players and offers key trends and opportunities in the Automotive Retarder market.

MARKET SEGMENTATION

  •   Based on type, the market is segmented as electric retarders and hydraulic retarders.
  •   On the basis of the application, the market is segmented as 18-55 MT, 55-100 MT, above 100 MT.

MARKET DYNAMICS
Drivers:

  •   High demands from the automotive industry
  •   Rising adoption of multistage modulating transmission retarders and overall cost reduction
    Restraint -
  •   Technological saturation

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 market based on various segments. It also provides market size and forecast estimates from the year 2019 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The Automotive Retarder 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 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 for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the Automotive Retarder market in these regions.

IMPACT OF COVID-19 ON AUTOMOTIVE RETARDER MARKET

COVID-19 severely impacted the automobile industry by the end of 2020 as there were several travel bans and other lockdown related restrictions imposed across the globe. The impact of the pandemic extends to all segments of the automobile and transportation industry, including Automotive Retarder manufacturers. As a result of travel restrictions and economic slowdown due to the pandemic and the consequent fall in demand, automotive manufacturers have been focusing on reducing costs and expenses, which includes cutting back on production spending. Due to long duration of halts in the supply chain of major automotive production, the Automotive Retarder suppliers have been facing a reduction in demand. However, as the lockdown measures start getting lifted and vaccine drives are held successfully, the demand for passenger cars is expected to rise. Since Automotive Retarder are one of the vital components of any automobile, the demand for such products is expected to revive with the rise in demand for vehicles during the second half of 2021.

World Geography

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MARKET PLAYERS


The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global market based on various segments. It also provides market size and forecast estimates from the year 2019 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The Automotive Retarder 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 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 for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the Automotive Retarder market in these regions.

IMPACT OF COVID-19 ON AUTOMOTIVE RETARDER MARKET

COVID-19 severely impacted the automobile industry by the end of 2020 as there were several travel bans and other lockdown related restrictions imposed across the globe. The impact of the pandemic extends to all segments of the automobile and transportation industry, including Automotive Retarder manufacturers. As a result of travel restrictions and economic slowdown due to the pandemic and the consequent fall in demand, automotive manufacturers have been focusing on reducing costs and expenses, which includes cutting back on production spending. Due to long duration of halts in the supply chain of major automotive production, the Automotive Retarder suppliers have been facing a reduction in demand. However, as the lockdown measures start getting lifted and vaccine drives are held successfully, the demand for passenger cars is expected to rise. Since Automotive Retarder are one of the vital components of any automobile, the demand for such products is expected to revive with the rise in demand for vehicles during the second half of 2021.

MARKET PLAYERS

The reports cover key developments in the Automotive Retarder 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 expansion of business and customer base of market players. The market players from Automotive Retarder market are anticipated to lucrative growth opportunities in the future with the rising demand for Automotive Retarder market. Below mentioned is the list of few companies engaged in the Automotive Retarder market.

The report also includes the profiles of key Automotive Retarder market companies along with their SWOT analysis and market strategies. In addition, the report focuses on leading industry players with information such as company profiles, components and services offered, financial information of last 3 years, key development in past five years.

  •   CAMA(Luoyang) Electromechanic CO., LTD
  •   Frenos Electricos Unidos, S.A.
  •   Jacobs Vehicle Systems, Inc.
  •   Scania AB
  •   Shaanxi Fast Auto Drive Co., Ltd
  •   SORL Auto Parts, Inc.
  •   TBK Co., Ltd.
  •   Telma S.A.
  •   Voith GmbH & Co. KGaA
  •   ZF Friedrichshafen AG
The Insight Partner's dedicated research and analysis team consist of experienced professionals with advanced statistical expertise and offer various customization options in the existing 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
Report Coverage

Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
Segment Covered

This text is related
to segments covered.

Regional Scope
Regional Scope

North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
Country Scope

This text is related
to country scope.

TABLE OF CONTENTS

1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Automotive Retarder Market - By Retarder Type
1.3.2 Automotive Retarder Market - By Application
1.3.3 Automotive Retarder Market - By Region
1.3.3.1 By Country

2. KEY TAKEAWAYS

3. RESEARCH METHODOLOGY

4. AUTOMOTIVE RETARDER 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. ECOSYSTEM ANALYSIS
4.4. EXPERT OPINIONS

5. AUTOMOTIVE RETARDER 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. AUTOMOTIVE RETARDER MARKET - GLOBAL MARKET ANALYSIS
6.1. AUTOMOTIVE RETARDER - GLOBAL MARKET OVERVIEW
6.2. AUTOMOTIVE RETARDER - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE

7. AUTOMOTIVE RETARDER MARKET - REVENUE AND FORECASTS TO 2028 - RETARDER TYPE
7.1. OVERVIEW
7.2. RETARDER TYPE MARKET FORECASTS AND ANALYSIS
7.3. ELECTRIC RETARDERS
7.3.1. Overview
7.3.2. Electric retarders Market Forecast and Analysis
7.4. HYDRAULIC RETARDERS
7.4.1. Overview
7.4.2. Hydraulic retarders Market Forecast and Analysis
8. AUTOMOTIVE RETARDER MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. 18-55 MT
8.3.1. Overview
8.3.2. 18-55 MT Market Forecast and Analysis
8.4. 55-100 MT
8.4.1. Overview
8.4.2. 55-100 MT Market Forecast and Analysis
8.5. ABOVE 100 MT
8.5.1. Overview
8.5.2. Above 100 MT Market Forecast and Analysis

9. AUTOMOTIVE RETARDER MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Automotive Retarder Market Overview
9.1.2 North America Automotive Retarder Market Forecasts and Analysis
9.1.3 North America Automotive Retarder Market Forecasts and Analysis - By Retarder Type
9.1.4 North America Automotive Retarder Market Forecasts and Analysis - By Application
9.1.5 North America Automotive Retarder Market Forecasts and Analysis - By Countries
9.1.5.1 United States Automotive Retarder Market
9.1.5.1.1 United States Automotive Retarder Market by Retarder Type
9.1.5.1.2 United States Automotive Retarder Market by Application
9.1.5.2 Canada Automotive Retarder Market
9.1.5.2.1 Canada Automotive Retarder Market by Retarder Type
9.1.5.2.2 Canada Automotive Retarder Market by Application
9.1.5.3 Mexico Automotive Retarder Market
9.1.5.3.1 Mexico Automotive Retarder Market by Retarder Type
9.1.5.3.2 Mexico Automotive Retarder Market by Application
9.2. EUROPE
9.2.1 Europe Automotive Retarder Market Overview
9.2.2 Europe Automotive Retarder Market Forecasts and Analysis
9.2.3 Europe Automotive Retarder Market Forecasts and Analysis - By Retarder Type
9.2.4 Europe Automotive Retarder Market Forecasts and Analysis - By Application
9.2.5 Europe Automotive Retarder Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Automotive Retarder Market
9.2.5.1.1 Germany Automotive Retarder Market by Retarder Type
9.2.5.1.2 Germany Automotive Retarder Market by Application
9.2.5.2 France Automotive Retarder Market
9.2.5.2.1 France Automotive Retarder Market by Retarder Type
9.2.5.2.2 France Automotive Retarder Market by Application
9.2.5.3 Italy Automotive Retarder Market
9.2.5.3.1 Italy Automotive Retarder Market by Retarder Type
9.2.5.3.2 Italy Automotive Retarder Market by Application
9.2.5.4 United Kingdom Automotive Retarder Market
9.2.5.4.1 United Kingdom Automotive Retarder Market by Retarder Type
9.2.5.4.2 United Kingdom Automotive Retarder Market by Application
9.2.5.5 Russia Automotive Retarder Market
9.2.5.5.1 Russia Automotive Retarder Market by Retarder Type
9.2.5.5.2 Russia Automotive Retarder Market by Application
9.2.5.6 Rest of Europe Automotive Retarder Market
9.2.5.6.1 Rest of Europe Automotive Retarder Market by Retarder Type
9.2.5.6.2 Rest of Europe Automotive Retarder Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Automotive Retarder Market Overview
9.3.2 Asia-Pacific Automotive Retarder Market Forecasts and Analysis
9.3.3 Asia-Pacific Automotive Retarder Market Forecasts and Analysis - By Retarder Type
9.3.4 Asia-Pacific Automotive Retarder Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Automotive Retarder Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Automotive Retarder Market
9.3.5.1.1 Australia Automotive Retarder Market by Retarder Type
9.3.5.1.2 Australia Automotive Retarder Market by Application
9.3.5.2 China Automotive Retarder Market
9.3.5.2.1 China Automotive Retarder Market by Retarder Type
9.3.5.2.2 China Automotive Retarder Market by Application
9.3.5.3 India Automotive Retarder Market
9.3.5.3.1 India Automotive Retarder Market by Retarder Type
9.3.5.3.2 India Automotive Retarder Market by Application
9.3.5.4 Japan Automotive Retarder Market
9.3.5.4.1 Japan Automotive Retarder Market by Retarder Type
9.3.5.4.2 Japan Automotive Retarder Market by Application
9.3.5.5 South Korea Automotive Retarder Market
9.3.5.5.1 South Korea Automotive Retarder Market by Retarder Type
9.3.5.5.2 South Korea Automotive Retarder Market by Application
9.3.5.6 Rest of Asia-Pacific Automotive Retarder Market
9.3.5.6.1 Rest of Asia-Pacific Automotive Retarder Market by Retarder Type
9.3.5.6.2 Rest of Asia-Pacific Automotive Retarder Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Automotive Retarder Market Overview
9.4.2 Middle East and Africa Automotive Retarder Market Forecasts and Analysis
9.4.3 Middle East and Africa Automotive Retarder Market Forecasts and Analysis - By Retarder Type
9.4.4 Middle East and Africa Automotive Retarder Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Automotive Retarder Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Automotive Retarder Market
9.4.5.1.1 South Africa Automotive Retarder Market by Retarder Type
9.4.5.1.2 South Africa Automotive Retarder Market by Application
9.4.5.2 Saudi Arabia Automotive Retarder Market
9.4.5.2.1 Saudi Arabia Automotive Retarder Market by Retarder Type
9.4.5.2.2 Saudi Arabia Automotive Retarder Market by Application
9.4.5.3 U.A.E Automotive Retarder Market
9.4.5.3.1 U.A.E Automotive Retarder Market by Retarder Type
9.4.5.3.2 U.A.E Automotive Retarder Market by Application
9.4.5.4 Rest of Middle East and Africa Automotive Retarder Market
9.4.5.4.1 Rest of Middle East and Africa Automotive Retarder Market by Retarder Type
9.4.5.4.2 Rest of Middle East and Africa Automotive Retarder Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Automotive Retarder Market Overview
9.5.2 South and Central America Automotive Retarder Market Forecasts and Analysis
9.5.3 South and Central America Automotive Retarder Market Forecasts and Analysis - By Retarder Type
9.5.4 South and Central America Automotive Retarder Market Forecasts and Analysis - By Application
9.5.5 South and Central America Automotive Retarder Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Automotive Retarder Market
9.5.5.1.1 Brazil Automotive Retarder Market by Retarder Type
9.5.5.1.2 Brazil Automotive Retarder Market by Application
9.5.5.2 Argentina Automotive Retarder Market
9.5.5.2.1 Argentina Automotive Retarder Market by Retarder Type
9.5.5.2.2 Argentina Automotive Retarder Market by Application
9.5.5.3 Rest of South and Central America Automotive Retarder Market
9.5.5.3.1 Rest of South and Central America Automotive Retarder Market by Retarder Type
9.5.5.3.2 Rest of South and Central America Automotive Retarder 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. AUTOMOTIVE RETARDER MARKET, KEY COMPANY PROFILES
11.1. FRENOS ELéCTRICOS UNIDOS, S.A.
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. HELLA GMBH AND CO. KGAA
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. INDUSTRIAS ZELU
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. NIPPON STEEL CORPORATION
11.4.1. Key Facts
11.4.2. Business Description
11.4.3. Products and Services
11.4.4. Financial Overview
11.4.5. SWOT Analysis
11.4.6. Key Developments
11.5. PENTAR KLOFT RETARDER
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. SCANIA
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. SHAANXI FAST AUTO DRIVE CO., LTD
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. SORL AUTO PARTS, INC.
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. TELMA S.A.
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. VOITH GMBH AND CO. KGAA
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
The List of Companies

1. Frenos Eléctricos Unidos, S.A.
2. HELLA GmbH and Co. KGaA
3. INDUSTRIAS ZELU
4. NIPPON STEEL CORPORATION
5. Pentar Kloft Retarder
6. Scania
7. Shaanxi Fast Auto Drive Co., Ltd
8. SORL Auto Parts, Inc.
9. Telma S.A.
10. Voith GmbH and Co. KGaA

The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.

  1. 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.

  1. 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:

Research Methodology

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.

  1. 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.

  1. 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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