Manual External Defibrillator Market Drivers, Strategies, Upcoming Trends, and Forecast by 2031

Coverage: Manual External Defibrillator Market covers analysis By Type (Asynchronous External Defibrillator, Synchronous External Defibrillator); Application (Hospital Surgery, Medical School Teaching, Disaster Scene, Others) , and Geography (North America, Europe, Asia Pacific, and South and Central America)

  • Report Code : TIPRE00018063
  • Category : Life Sciences
  • No. of Pages : 150
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Manual External Defibrillator Market 2031: Share and Forecast

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The Manual External Defibrillator Market is expected to register a CAGR of 7.0% from 2024 to 2031, with a market size expanding from US$ XX million in 2024 to US$ XX Million by 2031.

The report presents an analysis based on by Type (Asynchronous External Defibrillator, Synchronous External Defibrillator). The report further provides analysis based on Application (Hospital Surgery, Medical School Teaching, Disaster Scene, Others). The global analysis is further broken-down at regional level and major countries. The market size and forecast at global, regional, and country levels for all the key market segments are covered under the scope. The report offers the value in USD for the above analysis and segments. The report provides key statistics on the market status of the key market players and offers market trends and opportunities.

Purpose of the Report

The report Manual External Defibrillator Market by The Insight Partners aims to describe the present landscape and future growth, top driving factors, challenges, and opportunities. This will provide insights to various business stakeholders, such as:

  • Technology Providers/Manufacturers: To understand the evolving market dynamics and know the potential growth opportunities, enabling them to make informed strategic decisions.
  • Investors: To conduct a comprehensive trend analysis regarding the market growth rate, market financial projections, and opportunities that exist across the value chain.
  • Regulatory bodies: To regulate policies and police activities in the market with the aim of minimizing abuse, preserving investor trust and confidence, and upholding the integrity and stability of the market.

Manual External Defibrillator Market Segmentation

Type
  • Asynchronous External Defibrillator
  • Synchronous External Defibrillator
Application
  • Hospital Surgery
  • Medical School Teaching
  • Disaster Scene
  • Others

Strategic Insights

Manual External Defibrillator Market Growth Drivers
  • Rising Incidence of Cardiac Arrests: An increasing number of cases with cardiovascular diseases associated with a surge in sudden cardiac arrest (SCA) rise the need for manual external defibrillators in an emergency. These devices can provide effective resuscitation, especially in emergency settings, and are hence important not just in hospitals, but also in ambulances and public health systems everywhere.
  • Advancements in Emergency Healthcare: The growing importance of pre-hospital care by emergency medical services (EMS) around the globe is taking these manual external defibrillators in its stride. It is within this space that the use of such devices for immediate defibrillation has been successfully integrated into operational protocols of EMS teams and has been shown to improve the patient's chances of survival. Developments in emergency medical services optimization are therefore directly contributing to the market's growth.
  • Government Initiatives and Health Regulations: Government intervention has evinced a substantial increase in the need for manual external defibrillators through public awareness and early-deployment campaigns for use during cardiac arrests. Public access defibrillation programs and strict rules related to health regulations dealing with emergency equipment at public spaces have resulted in an increase in the manufacturing of these life- saving devices.
Manual External Defibrillator Market Future Trends
  • Technological Advancements in Defibrillator Design: Innovation continues in design and functionality for continuous manual external defibrillator development. Being manufactured lighter, more portable, with easier operation, better monitoring features, and longer battery life improves the device's effectiveness and ability in critical operations.
  • With AI Features, Smart Defibrillators: The new AI technology in manual external defibrillators is fundamentally changing the market. AI-based defibrillators permit more accurate rhythm analysis along with decision-making and shock delivery based on real-time data, which will actually increase effectiveness and decrease mistakes made when resuscitating with an defibrillator.
  • Portable and Lightweight Devices: One trend that is being established today is portability and most compact and light defibrillator so that it is very easy to carry. Such defibrillators will be very handy for the emergency medical responders and respond quickly to the emergencies. With these portable defibrillators, life-saving defibrillation will even be administered promptly in ambulances, outside public areas, or by trained laypersons.
Manual External Defibrillator Market Opportunities
  • Current Focus on Emerging Markets for Manufacturers: Emerging markets—where healthcare infrastructure is improving and cases of cardiovascular disease are rising—present huge opportunities for manufacturers. Manual external defibrillators—portable, low-cost, and easy to use—address the growing demand for lifesaving medical equipment in these emerging regions.
  • Public Space Customization: Manufacturers also have the opportunity to design defibrillators for specific public spaces such as airports, schools, and sports arenas. The devices should allow easy access to untrained persons, hence facilitate wider dissemination and improved response time to events such as sudden cardiac arrest in these spaces.
  • Development of Maintenance Models with Subscription Payment: To ensure appropriate operation of manual external defibrillators, manufacturers can provide subscription maintenance and servicing plans. These plans could source repeated revenues for manufacturers while improving the comfort of customers with regular checks, updates, and training—they will ensure devices' reliability over time.

Market Report Scope

Key Selling Points

  • Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Manual External Defibrillator Market, providing a holistic landscape.
  • Expert Analysis: The report is compiled based on the in-depth understanding of industry experts and analysts.
  • Up-to-date Information: The report assures business relevance due to its coverage of recent information and data trends.
  • Customization Options: This report can be customized to cater to specific client requirements and suit the business strategies aptly.

The research report on the Manual External Defibrillator Market can, therefore, help spearhead the trail of decoding and understanding the industry scenario and growth prospects. Although there can be a few valid concerns, the overall benefits of this report tend to outweigh the disadvantages.

REGIONAL FRAMEWORK
World Geography

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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.

Frequently Asked Questions


Which country held the largest share in North America in 2023?

In North America, the United States held the largest share in 2023.

What is the opportunity impacting the Manual External Defibrillator market?

Current Focus on Emerging Markets for Manufacturers

What is the expected CAGR of the Manual External Defibrillator Market ?

The Manual External Defibrillator Market is estimated to witness a CAGR of 7.0% from 2023 to 2031

Which Type segment accounted the largest share in 2023?

Asynchronous External Defibrillator segment accounted for the largest share in 2023 and is expected to retain its dominance during the forecast period

Which region held the largest share in 2023?

North America held the largest share in 2023 and is expected to retain its dominance during the forecast period

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 Manual External Defibrillator Market - By Type
1.3.2 Manual External Defibrillator Market - By Application
1.3.3 Manual External Defibrillator Market - By Region
1.3.3.1 By Country

2. KEY TAKEAWAYS

3. RESEARCH METHODOLOGY

4. MANUAL EXTERNAL DEFIBRILLATOR MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.2.1 North America - Pest Analysis
4.2.2 Europe - Pest Analysis
4.2.3 Asia-Pacific - Pest Analysis
4.2.4 Middle East and Africa - Pest Analysis
4.2.5 South and Central America - Pest Analysis
4.3. EXPERT OPINIONS

5. MANUAL EXTERNAL DEFIBRILLATOR 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. MANUAL EXTERNAL DEFIBRILLATOR MARKET - GLOBAL MARKET ANALYSIS
6.1. MANUAL EXTERNAL DEFIBRILLATOR - GLOBAL MARKET OVERVIEW
6.2. MANUAL EXTERNAL DEFIBRILLATOR - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE

7. MANUAL EXTERNAL DEFIBRILLATOR MARKET - REVENUE AND FORECASTS TO 2028 - TYPE
7.1. OVERVIEW
7.2. TYPE MARKET FORECASTS AND ANALYSIS
7.3. ASYNCHRONOUS EXTERNAL DEFIBRILLATOR
7.3.1. Overview
7.3.2. Asynchronous External Defibrillator Market Forecast and Analysis
7.4. SYNCHRONOUS EXTERNAL DEFIBRILLATOR
7.4.1. Overview
7.4.2. Synchronous External Defibrillator Market Forecast and Analysis
8. MANUAL EXTERNAL DEFIBRILLATOR MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. HOSPITAL SURGERY
8.3.1. Overview
8.3.2. Hospital Surgery Market Forecast and Analysis
8.4. MEDICAL SCHOOL TEACHING
8.4.1. Overview
8.4.2. Medical School Teaching Market Forecast and Analysis
8.5. DISASTER SCENE
8.5.1. Overview
8.5.2. Disaster Scene Market Forecast and Analysis
8.6. OTHERS
8.6.1. Overview
8.6.2. Others Market Forecast and Analysis

9. MANUAL EXTERNAL DEFIBRILLATOR MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Manual External Defibrillator Market Overview
9.1.2 North America Manual External Defibrillator Market Forecasts and Analysis
9.1.3 North America Manual External Defibrillator Market Forecasts and Analysis - By Type
9.1.4 North America Manual External Defibrillator Market Forecasts and Analysis - By Application
9.1.5 North America Manual External Defibrillator Market Forecasts and Analysis - By Countries
9.1.5.1 United States Manual External Defibrillator Market
9.1.5.1.1 United States Manual External Defibrillator Market by Type
9.1.5.1.2 United States Manual External Defibrillator Market by Application
9.1.5.2 Canada Manual External Defibrillator Market
9.1.5.2.1 Canada Manual External Defibrillator Market by Type
9.1.5.2.2 Canada Manual External Defibrillator Market by Application
9.1.5.3 Mexico Manual External Defibrillator Market
9.1.5.3.1 Mexico Manual External Defibrillator Market by Type
9.1.5.3.2 Mexico Manual External Defibrillator Market by Application
9.2. EUROPE
9.2.1 Europe Manual External Defibrillator Market Overview
9.2.2 Europe Manual External Defibrillator Market Forecasts and Analysis
9.2.3 Europe Manual External Defibrillator Market Forecasts and Analysis - By Type
9.2.4 Europe Manual External Defibrillator Market Forecasts and Analysis - By Application
9.2.5 Europe Manual External Defibrillator Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Manual External Defibrillator Market
9.2.5.1.1 Germany Manual External Defibrillator Market by Type
9.2.5.1.2 Germany Manual External Defibrillator Market by Application
9.2.5.2 France Manual External Defibrillator Market
9.2.5.2.1 France Manual External Defibrillator Market by Type
9.2.5.2.2 France Manual External Defibrillator Market by Application
9.2.5.3 Italy Manual External Defibrillator Market
9.2.5.3.1 Italy Manual External Defibrillator Market by Type
9.2.5.3.2 Italy Manual External Defibrillator Market by Application
9.2.5.4 Spain Manual External Defibrillator Market
9.2.5.4.1 Spain Manual External Defibrillator Market by Type
9.2.5.4.2 Spain Manual External Defibrillator Market by Application
9.2.5.5 United Kingdom Manual External Defibrillator Market
9.2.5.5.1 United Kingdom Manual External Defibrillator Market by Type
9.2.5.5.2 United Kingdom Manual External Defibrillator Market by Application
9.2.5.6 Rest of Europe Manual External Defibrillator Market
9.2.5.6.1 Rest of Europe Manual External Defibrillator Market by Type
9.2.5.6.2 Rest of Europe Manual External Defibrillator Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Manual External Defibrillator Market Overview
9.3.2 Asia-Pacific Manual External Defibrillator Market Forecasts and Analysis
9.3.3 Asia-Pacific Manual External Defibrillator Market Forecasts and Analysis - By Type
9.3.4 Asia-Pacific Manual External Defibrillator Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Manual External Defibrillator Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Manual External Defibrillator Market
9.3.5.1.1 Australia Manual External Defibrillator Market by Type
9.3.5.1.2 Australia Manual External Defibrillator Market by Application
9.3.5.2 China Manual External Defibrillator Market
9.3.5.2.1 China Manual External Defibrillator Market by Type
9.3.5.2.2 China Manual External Defibrillator Market by Application
9.3.5.3 India Manual External Defibrillator Market
9.3.5.3.1 India Manual External Defibrillator Market by Type
9.3.5.3.2 India Manual External Defibrillator Market by Application
9.3.5.4 Japan Manual External Defibrillator Market
9.3.5.4.1 Japan Manual External Defibrillator Market by Type
9.3.5.4.2 Japan Manual External Defibrillator Market by Application
9.3.5.5 South Korea Manual External Defibrillator Market
9.3.5.5.1 South Korea Manual External Defibrillator Market by Type
9.3.5.5.2 South Korea Manual External Defibrillator Market by Application
9.3.5.6 Rest of Asia-Pacific Manual External Defibrillator Market
9.3.5.6.1 Rest of Asia-Pacific Manual External Defibrillator Market by Type
9.3.5.6.2 Rest of Asia-Pacific Manual External Defibrillator Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Manual External Defibrillator Market Overview
9.4.2 Middle East and Africa Manual External Defibrillator Market Forecasts and Analysis
9.4.3 Middle East and Africa Manual External Defibrillator Market Forecasts and Analysis - By Type
9.4.4 Middle East and Africa Manual External Defibrillator Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Manual External Defibrillator Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Manual External Defibrillator Market
9.4.5.1.1 South Africa Manual External Defibrillator Market by Type
9.4.5.1.2 South Africa Manual External Defibrillator Market by Application
9.4.5.2 Saudi Arabia Manual External Defibrillator Market
9.4.5.2.1 Saudi Arabia Manual External Defibrillator Market by Type
9.4.5.2.2 Saudi Arabia Manual External Defibrillator Market by Application
9.4.5.3 U.A.E Manual External Defibrillator Market
9.4.5.3.1 U.A.E Manual External Defibrillator Market by Type
9.4.5.3.2 U.A.E Manual External Defibrillator Market by Application
9.4.5.4 Rest of Middle East and Africa Manual External Defibrillator Market
9.4.5.4.1 Rest of Middle East and Africa Manual External Defibrillator Market by Type
9.4.5.4.2 Rest of Middle East and Africa Manual External Defibrillator Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Manual External Defibrillator Market Overview
9.5.2 South and Central America Manual External Defibrillator Market Forecasts and Analysis
9.5.3 South and Central America Manual External Defibrillator Market Forecasts and Analysis - By Type
9.5.4 South and Central America Manual External Defibrillator Market Forecasts and Analysis - By Application
9.5.5 South and Central America Manual External Defibrillator Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Manual External Defibrillator Market
9.5.5.1.1 Brazil Manual External Defibrillator Market by Type
9.5.5.1.2 Brazil Manual External Defibrillator Market by Application
9.5.5.2 Argentina Manual External Defibrillator Market
9.5.5.2.1 Argentina Manual External Defibrillator Market by Type
9.5.5.2.2 Argentina Manual External Defibrillator Market by Application
9.5.5.3 Rest of South and Central America Manual External Defibrillator Market
9.5.5.3.1 Rest of South and Central America Manual External Defibrillator Market by Type
9.5.5.3.2 Rest of South and Central America Manual External Defibrillator 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. MANUAL EXTERNAL DEFIBRILLATOR MARKET, KEY COMPANY PROFILES
11.1. SCHILLER 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. STRYKER
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. SHVABE HOLDING
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. WEINMANN EMERGENCY MEDICAL TECHNOLOGY GMBH + CO. KG
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. LIFEBOT
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. PHILIPS
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. BEXEN CARDIO
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. E AND M ELECTROMEDICINA
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. DRE VETERINARY
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. ZOLL MEDICAL 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
The List of Companies

1. Schiller AG
2. Stryker
3. Shvabe Holding
4. Weinmann Emergency Medical Technology GmbH + Co. KG
5. LifeBot
6. Philips
7. Bexen Cardio
8. E and M Electromedicina
9. DRE Veterinary
10. ZOLL Medical Corporation

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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