Mammography Market Updates by 2031
Mammography is a breast imaging technique that uses low-dose x-rays to detect early signs of breast cancer in women. The technique involves screening mammograms that consist of two or more x-ray images of each breast to detect tumors. Mammography is basically recommended for younger women who have symptoms of breast cancer or have a higher risk of this disease.
MARKET SCOPE
The "Global Mammography Systems Market Analysis to 2031" is a specialized and in-depth study of the medical device industry with a special focus on the global market trend analysis. The report aims to provide an overview of the mammography market with detailed market segmentation by technology, product, end user, and geography. The report provides key statistics on the market status of the leading mammography market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
- On the basis of technology, the market is segmented into digital technology, CAD and 3D technology.
- On the basis of product, the mammography market is segmented into analog mammography systems, digital mammography machines and breast tomosynthesis.
- Based on the end user the market is segmented as hospitals, ambulatory surgical centers and specialized diagnostic centers.
MARKET DYNAMICS
Drivers
- Rising number of breast cancer cases
- Growing awareness on preventive checkup for breast cancers across the globe.
Restraints
- Risk of adverse effects from radiation exposure.
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 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The mammography 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 marketduring 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 mammography market in these regions.
IMPACT OF COVID-19 ON MAMMOGRAPHY MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 pandemic significantly impacted the market for mammography. According to a 2021 report by Censis Technologies, Inc., many elective surgeries were postponed due to the pandemic. However, when they resumed, operating rooms and technicians had to deal with a huge backlog, while continuing to work around COVID. This unveiled the need for effective mammography as sterile supply processing and equipment shortages became an issue.
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- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
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 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The mammography 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 marketduring 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 mammography market in these regions.
IMPACT OF COVID-19 ON MAMMOGRAPHY MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 pandemic significantly impacted the market for mammography. According to a 2021 report by Censis Technologies, Inc., many elective surgeries were postponed due to the pandemic. However, when they resumed, operating rooms and technicians had to deal with a huge backlog, while continuing to work around COVID. This unveiled the need for effective mammography as sterile supply processing and equipment shortages became an issue.
MARKET PLAYERS
The report covers key developments in the mammography 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 marketwere acquisitions, and partnership & collaborations. These activities have paved way for the expansion of business and customer base of market players. The market payers from mammography market are anticipated to lucrative growth opportunities in the future with the rising demand for mammography in the global market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the mammography market. In addition, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last 3 years, the key development in the past five years.
- Siemens AG
- Koninklijke Philips N.V.
- CANON MEDICAL SYSTEMS CORPORATION
- GENERAL ELECTRIC
- Hologic Inc.
- Analogic Corporation
- FUJIFILM Holdings Corporation
- PLANMED OY
- Carestream Health
- Konica Minolta Business Solutions U.S.A., Inc
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
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 Mammography Market - By Technology
1.3.2 Mammography Market - By Product
1.3.3 Mammography Market - By End User
1.3.4 Mammography Market - By Region
1.3.4.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. MAMMOGRAPHY 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. MAMMOGRAPHY 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. MAMMOGRAPHY MARKET - GLOBAL MARKET ANALYSIS
6.1. MAMMOGRAPHY - GLOBAL MARKET OVERVIEW
6.2. MAMMOGRAPHY - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING
7. MAMMOGRAPHY MARKET - REVENUE AND FORECASTS TO 2028 - TECHNOLOGY
7.1. OVERVIEW
7.2. TECHNOLOGY MARKET FORECASTS AND ANALYSIS
7.3. DIGITAL TECHNOLOGY
7.3.1. Overview
7.3.2. Digital Technology Market Forecast and Analysis
7.4. CAD
7.4.1. Overview
7.4.2. CAD Market Forecast and Analysis
7.5. 3D TECHNOLOGY
7.5.1. Overview
7.5.2. 3D Technology Market Forecast and Analysis
8. MAMMOGRAPHY MARKET - REVENUE AND FORECASTS TO 2028 - PRODUCT
8.1. OVERVIEW
8.2. PRODUCT MARKET FORECASTS AND ANALYSIS
8.3. ANALOG MAMMOGRAPHY SYSTEMS
8.3.1. Overview
8.3.2. Analog Mammography Systems Market Forecast and Analysis
8.4. DIGITAL MAMMOGRAPHY MACHINES
8.4.1. Overview
8.4.2. Digital Mammography Machines Market Forecast and Analysis
8.5. BREAST TOMOSYNTHESIS
8.5.1. Overview
8.5.2. Breast Tomosynthesis Market Forecast and Analysis
9. MAMMOGRAPHY MARKET - REVENUE AND FORECASTS TO 2028 - END USER
9.1. OVERVIEW
9.2. END USER MARKET FORECASTS AND ANALYSIS
9.3. HOSPITALS
9.3.1. Overview
9.3.2. Hospitals Market Forecast and Analysis
9.4. AMBULATORY SURGICAL CENTERS
9.4.1. Overview
9.4.2. Ambulatory Surgical Centers Market Forecast and Analysis
9.5. SPECIALIZED DIAGNOSTIC CENTERS
9.5.1. Overview
9.5.2. Specialized Diagnostic Centers Market Forecast and Analysis
10. MAMMOGRAPHY MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
10.1. NORTH AMERICA
10.1.1 North America Mammography Market Overview
10.1.2 North America Mammography Market Forecasts and Analysis
10.1.3 North America Mammography Market Forecasts and Analysis - By Technology
10.1.4 North America Mammography Market Forecasts and Analysis - By Product
10.1.5 North America Mammography Market Forecasts and Analysis - By End User
10.1.6 North America Mammography Market Forecasts and Analysis - By Countries
10.1.6.1 United States Mammography Market
10.1.6.1.1 United States Mammography Market by Technology
10.1.6.1.2 United States Mammography Market by Product
10.1.6.1.3 United States Mammography Market by End User
10.1.6.2 Canada Mammography Market
10.1.6.2.1 Canada Mammography Market by Technology
10.1.6.2.2 Canada Mammography Market by Product
10.1.6.2.3 Canada Mammography Market by End User
10.1.6.3 Mexico Mammography Market
10.1.6.3.1 Mexico Mammography Market by Technology
10.1.6.3.2 Mexico Mammography Market by Product
10.1.6.3.3 Mexico Mammography Market by End User
10.2. EUROPE
10.2.1 Europe Mammography Market Overview
10.2.2 Europe Mammography Market Forecasts and Analysis
10.2.3 Europe Mammography Market Forecasts and Analysis - By Technology
10.2.4 Europe Mammography Market Forecasts and Analysis - By Product
10.2.5 Europe Mammography Market Forecasts and Analysis - By End User
10.2.6 Europe Mammography Market Forecasts and Analysis - By Countries
10.2.6.1 Germany Mammography Market
10.2.6.1.1 Germany Mammography Market by Technology
10.2.6.1.2 Germany Mammography Market by Product
10.2.6.1.3 Germany Mammography Market by End User
10.2.6.2 France Mammography Market
10.2.6.2.1 France Mammography Market by Technology
10.2.6.2.2 France Mammography Market by Product
10.2.6.2.3 France Mammography Market by End User
10.2.6.3 Italy Mammography Market
10.2.6.3.1 Italy Mammography Market by Technology
10.2.6.3.2 Italy Mammography Market by Product
10.2.6.3.3 Italy Mammography Market by End User
10.2.6.4 Spain Mammography Market
10.2.6.4.1 Spain Mammography Market by Technology
10.2.6.4.2 Spain Mammography Market by Product
10.2.6.4.3 Spain Mammography Market by End User
10.2.6.5 United Kingdom Mammography Market
10.2.6.5.1 United Kingdom Mammography Market by Technology
10.2.6.5.2 United Kingdom Mammography Market by Product
10.2.6.5.3 United Kingdom Mammography Market by End User
10.2.6.6 Rest of Europe Mammography Market
10.2.6.6.1 Rest of Europe Mammography Market by Technology
10.2.6.6.2 Rest of Europe Mammography Market by Product
10.2.6.6.3 Rest of Europe Mammography Market by End User
10.3. ASIA-PACIFIC
10.3.1 Asia-Pacific Mammography Market Overview
10.3.2 Asia-Pacific Mammography Market Forecasts and Analysis
10.3.3 Asia-Pacific Mammography Market Forecasts and Analysis - By Technology
10.3.4 Asia-Pacific Mammography Market Forecasts and Analysis - By Product
10.3.5 Asia-Pacific Mammography Market Forecasts and Analysis - By End User
10.3.6 Asia-Pacific Mammography Market Forecasts and Analysis - By Countries
10.3.6.1 Australia Mammography Market
10.3.6.1.1 Australia Mammography Market by Technology
10.3.6.1.2 Australia Mammography Market by Product
10.3.6.1.3 Australia Mammography Market by End User
10.3.6.2 China Mammography Market
10.3.6.2.1 China Mammography Market by Technology
10.3.6.2.2 China Mammography Market by Product
10.3.6.2.3 China Mammography Market by End User
10.3.6.3 India Mammography Market
10.3.6.3.1 India Mammography Market by Technology
10.3.6.3.2 India Mammography Market by Product
10.3.6.3.3 India Mammography Market by End User
10.3.6.4 Japan Mammography Market
10.3.6.4.1 Japan Mammography Market by Technology
10.3.6.4.2 Japan Mammography Market by Product
10.3.6.4.3 Japan Mammography Market by End User
10.3.6.5 South Korea Mammography Market
10.3.6.5.1 South Korea Mammography Market by Technology
10.3.6.5.2 South Korea Mammography Market by Product
10.3.6.5.3 South Korea Mammography Market by End User
10.3.6.6 Rest of Asia-Pacific Mammography Market
10.3.6.6.1 Rest of Asia-Pacific Mammography Market by Technology
10.3.6.6.2 Rest of Asia-Pacific Mammography Market by Product
10.3.6.6.3 Rest of Asia-Pacific Mammography Market by End User
10.4. MIDDLE EAST AND AFRICA
10.4.1 Middle East and Africa Mammography Market Overview
10.4.2 Middle East and Africa Mammography Market Forecasts and Analysis
10.4.3 Middle East and Africa Mammography Market Forecasts and Analysis - By Technology
10.4.4 Middle East and Africa Mammography Market Forecasts and Analysis - By Product
10.4.5 Middle East and Africa Mammography Market Forecasts and Analysis - By End User
10.4.6 Middle East and Africa Mammography Market Forecasts and Analysis - By Countries
10.4.6.1 South Africa Mammography Market
10.4.6.1.1 South Africa Mammography Market by Technology
10.4.6.1.2 South Africa Mammography Market by Product
10.4.6.1.3 South Africa Mammography Market by End User
10.4.6.2 Saudi Arabia Mammography Market
10.4.6.2.1 Saudi Arabia Mammography Market by Technology
10.4.6.2.2 Saudi Arabia Mammography Market by Product
10.4.6.2.3 Saudi Arabia Mammography Market by End User
10.4.6.3 U.A.E Mammography Market
10.4.6.3.1 U.A.E Mammography Market by Technology
10.4.6.3.2 U.A.E Mammography Market by Product
10.4.6.3.3 U.A.E Mammography Market by End User
10.4.6.4 Rest of Middle East and Africa Mammography Market
10.4.6.4.1 Rest of Middle East and Africa Mammography Market by Technology
10.4.6.4.2 Rest of Middle East and Africa Mammography Market by Product
10.4.6.4.3 Rest of Middle East and Africa Mammography Market by End User
10.5. SOUTH AND CENTRAL AMERICA
10.5.1 South and Central America Mammography Market Overview
10.5.2 South and Central America Mammography Market Forecasts and Analysis
10.5.3 South and Central America Mammography Market Forecasts and Analysis - By Technology
10.5.4 South and Central America Mammography Market Forecasts and Analysis - By Product
10.5.5 South and Central America Mammography Market Forecasts and Analysis - By End User
10.5.6 South and Central America Mammography Market Forecasts and Analysis - By Countries
10.5.6.1 Brazil Mammography Market
10.5.6.1.1 Brazil Mammography Market by Technology
10.5.6.1.2 Brazil Mammography Market by Product
10.5.6.1.3 Brazil Mammography Market by End User
10.5.6.2 Argentina Mammography Market
10.5.6.2.1 Argentina Mammography Market by Technology
10.5.6.2.2 Argentina Mammography Market by Product
10.5.6.2.3 Argentina Mammography Market by End User
10.5.6.3 Rest of South and Central America Mammography Market
10.5.6.3.1 Rest of South and Central America Mammography Market by Technology
10.5.6.3.2 Rest of South and Central America Mammography Market by Product
10.5.6.3.3 Rest of South and Central America Mammography Market by End User
11. IMPACT OF COVID-19 PANDEMIC ON GLOBAL MAMMOGRAPHY MARKET
11.1 North America
11.2 Europe
11.3 Asia-Pacific
11.4 Middle East and Africa
11.5 South and Central America
12. INDUSTRY LANDSCAPE
12.1. MERGERS AND ACQUISITIONS
12.2. AGREEMENTS, COLLABORATIONS AND JOINT VENTURES
12.3. NEW PRODUCT LAUNCHES
12.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
13. MAMMOGRAPHY MARKET, KEY COMPANY PROFILES
13.1. SIEMENS
13.1.1. Key Facts
13.1.2. Business Description
13.1.3. Products and Services
13.1.4. Financial Overview
13.1.5. SWOT Analysis
13.1.6. Key Developments
13.2. KONINKLIJKE PHILIPS N.V.
13.2.1. Key Facts
13.2.2. Business Description
13.2.3. Products and Services
13.2.4. Financial Overview
13.2.5. SWOT Analysis
13.2.6. Key Developments
13.3. CANON MEDICAL SYSTEMS CORPORATION
13.3.1. Key Facts
13.3.2. Business Description
13.3.3. Products and Services
13.3.4. Financial Overview
13.3.5. SWOT Analysis
13.3.6. Key Developments
13.4. GENERAL ELECTRIC
13.4.1. Key Facts
13.4.2. Business Description
13.4.3. Products and Services
13.4.4. Financial Overview
13.4.5. SWOT Analysis
13.4.6. Key Developments
13.5. HOLOGIC, INC.
13.5.1. Key Facts
13.5.2. Business Description
13.5.3. Products and Services
13.5.4. Financial Overview
13.5.5. SWOT Analysis
13.5.6. Key Developments
13.6. ANALOGIC CORPORATION
13.6.1. Key Facts
13.6.2. Business Description
13.6.3. Products and Services
13.6.4. Financial Overview
13.6.5. SWOT Analysis
13.6.6. Key Developments
13.7. FUJIFILM HOLDINGS CORPORATION
13.7.1. Key Facts
13.7.2. Business Description
13.7.3. Products and Services
13.7.4. Financial Overview
13.7.5. SWOT Analysis
13.7.6. Key Developments
13.8. PLANMED OY
13.8.1. Key Facts
13.8.2. Business Description
13.8.3. Products and Services
13.8.4. Financial Overview
13.8.5. SWOT Analysis
13.8.6. Key Developments
13.9. KONICA MINOLTA BUSINESS SOLUTIONS U.S.A., INC.
13.9.1. Key Facts
13.9.2. Business Description
13.9.3. Products and Services
13.9.4. Financial Overview
13.9.5. SWOT Analysis
13.9.6. Key Developments
13.10. CARESTREAM HEALTH
13.10.1. Key Facts
13.10.2. Business Description
13.10.3. Products and Services
13.10.4. Financial Overview
13.10.5. SWOT Analysis
13.10.6. Key Developments
14. APPENDIX
14.1. ABOUT THE INSIGHT PARTNERS
14.2. GLOSSARY OF TERMS
1. Siemens AG
2. Koninklijke Philips N.V.
3. CANON MEDICAL SYSTEMS CORPORATION
4. GENERAL ELECTRIC
5. Hologic Inc.
6. Analogic Corporation
7. FUJIFILM Holdings Corporation
8. PLANMED OY
9. Carestream Health
10. Konica Minolta Business Solutions U.S.A., Inc
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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