Endodontic Handpieces Market Size and CAGR by 2031
The Endodontic Handpieces Market is expected to register a CAGR of 5.3% from 2023 to 2031, with a market size expanding from US$ XX million in 2023 to US$ XX Million by 2031.
The report is segmented By Type (Low Speed, NiTi, Micro); End User (Dental Hospitals and Clinics, Dental Academic, Research Institutes). The global analysis is further broken-down at regional level and major countries. The Report Offers the Value in USD for the above analysis and segments.
Purpose of the ReportThe report Endodontic Handpieces 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.
Endodontic Handpieces Market Segmentation
Type- Low Speed
- NiTi
- Micro
- Dental Hospitals and Clinics
- Dental Academic
- Research Institutes
Strategic Insights
Endodontic Handpieces Market Growth Drivers- Increasing Prevalence of Dental Disorders: The increase in the incidence of dental risks especially those that would require endodontic treatment such as tooth canals has been one of the primary forces driving the Endodontic Handpieces market. There is a jump in the number of patients seeking treatments for dental issues such as tooth decay and gum problems which further increases the need for modern endodontic equipment including handpieces thus increasing the market for these instruments.
- Advancements in Endodontic Technology: The enhancement of technology associated with endodontic handpieces such as raising devices, torque, motor speed, and ergonomics has the capability of boosting the market. Those Types of devices enable the recording of templates of different shapes and sizes of the root canals much easily and comfortably, therefore, the treatment becomes fast and/ or ordinary roots utilization is not needed for majority of the patients. As there are higher and advanced improvements in the performance of surgical handpieces the demands of high-performance endodontic handpieces are increasing more particularly in the area of dentistry that has nothing but appliances to achieve only perfection in the end result.
- Growing Preference for Minimally Invasive Treatments: The rise in the demand for endodontic handpieces is driven by the rising tendency of performing dental procedures using less invasive techniques. Patients as well as dentists would prefer treatments that are less painful, take a shorter time to recover from and have fewer complications. Supportive of this market is the presence of comfortable and effective endodontic handpieces designed to improve root canal treatment.
- Shift Towards Electric Endodontic Handpieces: The latest development in the market for endodontic handpieces is the enhanced movement toward the electric powered hand pieces. These devices are more precise in handling and have less vibration than the usual air rotors. Due to the busy environment, similar tools as the electric endodontic handpiece become more popular efficient and reliable means of enhancing patient care and outcome.
- Integration of LED Lighting in Handpieces: Another emerging trend is the use of endodontic handpieces with LEDs. The use of LED lights allows for improvement of visibility during root canals thus ensuring accuracy and less chances of making mistakes. More and more complex procedures are performed nowadays; hence, it’s not a surprise why there is an increasing need for handpieces that have their own source of lighting making them more efficient and enhancing the overall improvement in service delivery.
- Focus on Ergonomic and User-Friendly Designs: Another new development is the rise in the number of manufacturers who are producing lightweight endodontic handpieces that are fitted with ergonomically designed handles that help in reducing hand strain to increase the comfort of the dental practitioners. These developments permit long usage of the devices during complicated operations without loss of control or accuracy. With more emphasis on the wellbeing and functional attributes of the dentist, more improvements on the designs of various handpieces will be seen as the manufacturers will seek to fulfill this demand.
- Expanding Dental Tourism: The expansion of dental tourism presents an enormous market opportunity for endodontic handpieces. When patients seek dental care in other countries for improved and cheaper dental services, the need for advanced endodontics tools rises. This has made it possible for them to encourage the manufacturers to design specific handpieces for overseas range dental clinics as a way of increasing their global market presence and outreach to their customers.
- Rise in Geriatric Population: The rise in geriatric population is another opportunity for the endodontic handpieces market. Dental problems like root rot and loss of teeth are common on the elderly and therefore the demand for endodontic procedures increases. More and more, dental experts are looking for products to advance handpieces because of the older population and its threats to the dental industry. Emerging Senior Care business opportunities will also see innovations and growth.
- Technological Advancements in 3D Imaging Integration: There is an enhanced potential in the market in the provision of endodontic handpieces with additional elements such as 3D imaging and diagnostic devices. In such cases, dentists combine handpieces that are used together with advanced imaging systems to ensure a better success rate of complicated dental procedures. This technology is also beneficial in rooting, thus, there is a market for such hi-tech handpieces that enable integrated imaging solutions for deeper concentration of the market.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Endodontic Handpieces 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 Endodontic Handpieces 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
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Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
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to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
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to country scope.
Frequently Asked Questions
The market is expected to grow at a CAGR of 5.3%
The North America region accounts for highest revenue share endodontic handpieces market
The final report will duly include market size and projection estimates for all the segments from 2021 to 2031, along with a revenue share and compound annual growth rate (%) for the regional/country-wise market wherein 2021-2022 are the historic years, 2023 is considered to be the base year, and the forecast will be provided till 2031, along with CAGR (%)
DANAHER ,DENTSPLY SIRONA ,FKG DENTAIRE ,IVOCLAR VIVADENT ,SEPTODONT ,ULTRADENT PRODUCTS, INC. ,MICRO MEGA SA ,B.A. INTERNATIONAL ,BRASSELER USA ,NAKANISHI INC are the some of the key market players operating in the endodontic handpieces market
Asia Pacific is estimated to grow at the highest CAGR over the forecast year (2023 - 2031)
Increasing prevalence of dental disorders and advancements in endodontic technology are the major factors boosting the endodontic handpieces market growth
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Endodontic Handpieces Market - By Type
1.3.2 Endodontic Handpieces Market - By End User
1.3.3 Endodontic Handpieces Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. ENDODONTIC HANDPIECES 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. ENDODONTIC HANDPIECES 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. ENDODONTIC HANDPIECES MARKET - GLOBAL MARKET ANALYSIS
6.1. ENDODONTIC HANDPIECES - GLOBAL MARKET OVERVIEW
6.2. ENDODONTIC HANDPIECES - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. ENDODONTIC HANDPIECES MARKET - REVENUE AND FORECASTS TO 2028 - TYPE
7.1. OVERVIEW
7.2. TYPE MARKET FORECASTS AND ANALYSIS
7.3. LOW SPEED
7.3.1. Overview
7.3.2. Low Speed Market Forecast and Analysis
7.4. NITI
7.4.1. Overview
7.4.2. NiTi Market Forecast and Analysis
7.5. MICRO
7.5.1. Overview
7.5.2. Micro Market Forecast and Analysis
8. ENDODONTIC HANDPIECES MARKET - REVENUE AND FORECASTS TO 2028 - END USER
8.1. OVERVIEW
8.2. END USER MARKET FORECASTS AND ANALYSIS
8.3. DENTAL HOSPITALS AND CLINICS
8.3.1. Overview
8.3.2. Dental Hospitals and Clinics Market Forecast and Analysis
8.4. DENTAL ACADEMIC
8.4.1. Overview
8.4.2. Dental Academic Market Forecast and Analysis
8.5. RESEARCH INSTITUTES
8.5.1. Overview
8.5.2. Research Institutes Market Forecast and Analysis
9. ENDODONTIC HANDPIECES MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Endodontic Handpieces Market Overview
9.1.2 North America Endodontic Handpieces Market Forecasts and Analysis
9.1.3 North America Endodontic Handpieces Market Forecasts and Analysis - By Type
9.1.4 North America Endodontic Handpieces Market Forecasts and Analysis - By End User
9.1.5 North America Endodontic Handpieces Market Forecasts and Analysis - By Countries
9.1.5.1 United States Endodontic Handpieces Market
9.1.5.1.1 United States Endodontic Handpieces Market by Type
9.1.5.1.2 United States Endodontic Handpieces Market by End User
9.1.5.2 Canada Endodontic Handpieces Market
9.1.5.2.1 Canada Endodontic Handpieces Market by Type
9.1.5.2.2 Canada Endodontic Handpieces Market by End User
9.1.5.3 Mexico Endodontic Handpieces Market
9.1.5.3.1 Mexico Endodontic Handpieces Market by Type
9.1.5.3.2 Mexico Endodontic Handpieces Market by End User
9.2. EUROPE
9.2.1 Europe Endodontic Handpieces Market Overview
9.2.2 Europe Endodontic Handpieces Market Forecasts and Analysis
9.2.3 Europe Endodontic Handpieces Market Forecasts and Analysis - By Type
9.2.4 Europe Endodontic Handpieces Market Forecasts and Analysis - By End User
9.2.5 Europe Endodontic Handpieces Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Endodontic Handpieces Market
9.2.5.1.1 Germany Endodontic Handpieces Market by Type
9.2.5.1.2 Germany Endodontic Handpieces Market by End User
9.2.5.2 France Endodontic Handpieces Market
9.2.5.2.1 France Endodontic Handpieces Market by Type
9.2.5.2.2 France Endodontic Handpieces Market by End User
9.2.5.3 Italy Endodontic Handpieces Market
9.2.5.3.1 Italy Endodontic Handpieces Market by Type
9.2.5.3.2 Italy Endodontic Handpieces Market by End User
9.2.5.4 Spain Endodontic Handpieces Market
9.2.5.4.1 Spain Endodontic Handpieces Market by Type
9.2.5.4.2 Spain Endodontic Handpieces Market by End User
9.2.5.5 United Kingdom Endodontic Handpieces Market
9.2.5.5.1 United Kingdom Endodontic Handpieces Market by Type
9.2.5.5.2 United Kingdom Endodontic Handpieces Market by End User
9.2.5.6 Rest of Europe Endodontic Handpieces Market
9.2.5.6.1 Rest of Europe Endodontic Handpieces Market by Type
9.2.5.6.2 Rest of Europe Endodontic Handpieces Market by End User
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Endodontic Handpieces Market Overview
9.3.2 Asia-Pacific Endodontic Handpieces Market Forecasts and Analysis
9.3.3 Asia-Pacific Endodontic Handpieces Market Forecasts and Analysis - By Type
9.3.4 Asia-Pacific Endodontic Handpieces Market Forecasts and Analysis - By End User
9.3.5 Asia-Pacific Endodontic Handpieces Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Endodontic Handpieces Market
9.3.5.1.1 Australia Endodontic Handpieces Market by Type
9.3.5.1.2 Australia Endodontic Handpieces Market by End User
9.3.5.2 China Endodontic Handpieces Market
9.3.5.2.1 China Endodontic Handpieces Market by Type
9.3.5.2.2 China Endodontic Handpieces Market by End User
9.3.5.3 India Endodontic Handpieces Market
9.3.5.3.1 India Endodontic Handpieces Market by Type
9.3.5.3.2 India Endodontic Handpieces Market by End User
9.3.5.4 Japan Endodontic Handpieces Market
9.3.5.4.1 Japan Endodontic Handpieces Market by Type
9.3.5.4.2 Japan Endodontic Handpieces Market by End User
9.3.5.5 South Korea Endodontic Handpieces Market
9.3.5.5.1 South Korea Endodontic Handpieces Market by Type
9.3.5.5.2 South Korea Endodontic Handpieces Market by End User
9.3.5.6 Rest of Asia-Pacific Endodontic Handpieces Market
9.3.5.6.1 Rest of Asia-Pacific Endodontic Handpieces Market by Type
9.3.5.6.2 Rest of Asia-Pacific Endodontic Handpieces Market by End User
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Endodontic Handpieces Market Overview
9.4.2 Middle East and Africa Endodontic Handpieces Market Forecasts and Analysis
9.4.3 Middle East and Africa Endodontic Handpieces Market Forecasts and Analysis - By Type
9.4.4 Middle East and Africa Endodontic Handpieces Market Forecasts and Analysis - By End User
9.4.5 Middle East and Africa Endodontic Handpieces Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Endodontic Handpieces Market
9.4.5.1.1 South Africa Endodontic Handpieces Market by Type
9.4.5.1.2 South Africa Endodontic Handpieces Market by End User
9.4.5.2 Saudi Arabia Endodontic Handpieces Market
9.4.5.2.1 Saudi Arabia Endodontic Handpieces Market by Type
9.4.5.2.2 Saudi Arabia Endodontic Handpieces Market by End User
9.4.5.3 U.A.E Endodontic Handpieces Market
9.4.5.3.1 U.A.E Endodontic Handpieces Market by Type
9.4.5.3.2 U.A.E Endodontic Handpieces Market by End User
9.4.5.4 Rest of Middle East and Africa Endodontic Handpieces Market
9.4.5.4.1 Rest of Middle East and Africa Endodontic Handpieces Market by Type
9.4.5.4.2 Rest of Middle East and Africa Endodontic Handpieces Market by End User
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Endodontic Handpieces Market Overview
9.5.2 South and Central America Endodontic Handpieces Market Forecasts and Analysis
9.5.3 South and Central America Endodontic Handpieces Market Forecasts and Analysis - By Type
9.5.4 South and Central America Endodontic Handpieces Market Forecasts and Analysis - By End User
9.5.5 South and Central America Endodontic Handpieces Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Endodontic Handpieces Market
9.5.5.1.1 Brazil Endodontic Handpieces Market by Type
9.5.5.1.2 Brazil Endodontic Handpieces Market by End User
9.5.5.2 Argentina Endodontic Handpieces Market
9.5.5.2.1 Argentina Endodontic Handpieces Market by Type
9.5.5.2.2 Argentina Endodontic Handpieces Market by End User
9.5.5.3 Rest of South and Central America Endodontic Handpieces Market
9.5.5.3.1 Rest of South and Central America Endodontic Handpieces Market by Type
9.5.5.3.2 Rest of South and Central America Endodontic Handpieces Market by End User
10. IMPACT OF COVID-19 PANDEMIC ON GLOBAL ENDODONTIC HANDPIECES MARKET
10.1 North America
10.2 Europe
10.3 Asia-Pacific
10.4 Middle East and Africa
10.5 South and Central America
11. INDUSTRY LANDSCAPE
11.1. MERGERS AND ACQUISITIONS
11.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
11.3. NEW PRODUCT LAUNCHES
11.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
12. ENDODONTIC HANDPIECES MARKET, KEY COMPANY PROFILES
12.1. DANAHER
12.1.1. Key Facts
12.1.2. Business Description
12.1.3. Products and Services
12.1.4. Financial Overview
12.1.5. SWOT Analysis
12.1.6. Key Developments
12.2. DENTSPLY SIRONA
12.2.1. Key Facts
12.2.2. Business Description
12.2.3. Products and Services
12.2.4. Financial Overview
12.2.5. SWOT Analysis
12.2.6. Key Developments
12.3. FKG DENTAIRE
12.3.1. Key Facts
12.3.2. Business Description
12.3.3. Products and Services
12.3.4. Financial Overview
12.3.5. SWOT Analysis
12.3.6. Key Developments
12.4. IVOCLAR VIVADENT
12.4.1. Key Facts
12.4.2. Business Description
12.4.3. Products and Services
12.4.4. Financial Overview
12.4.5. SWOT Analysis
12.4.6. Key Developments
12.5. SEPTODONT
12.5.1. Key Facts
12.5.2. Business Description
12.5.3. Products and Services
12.5.4. Financial Overview
12.5.5. SWOT Analysis
12.5.6. Key Developments
12.6. ULTRADENT PRODUCTS, INC.
12.6.1. Key Facts
12.6.2. Business Description
12.6.3. Products and Services
12.6.4. Financial Overview
12.6.5. SWOT Analysis
12.6.6. Key Developments
12.7. MICRO MEGA SA
12.7.1. Key Facts
12.7.2. Business Description
12.7.3. Products and Services
12.7.4. Financial Overview
12.7.5. SWOT Analysis
12.7.6. Key Developments
12.8. B.A. INTERNATIONAL
12.8.1. Key Facts
12.8.2. Business Description
12.8.3. Products and Services
12.8.4. Financial Overview
12.8.5. SWOT Analysis
12.8.6. Key Developments
12.9. BRASSELER USA
12.9.1. Key Facts
12.9.2. Business Description
12.9.3. Products and Services
12.9.4. Financial Overview
12.9.5. SWOT Analysis
12.9.6. Key Developments
12.10. NAKANISHI INC
12.10.1. Key Facts
12.10.2. Business Description
12.10.3. Products and Services
12.10.4. Financial Overview
12.10.5. SWOT Analysis
12.10.6. Key Developments
13. APPENDIX
13.1. ABOUT THE INSIGHT PARTNERS
13.2. GLOSSARY OF TERMS
1. DANAHER
2. DENTSPLY SIRONA
3. FKG DENTAIRE
4. IVOCLAR VIVADENT
5. SEPTODONT
6. ULTRADENT PRODUCTS, INC.
7. MICRO MEGA SA
8. B.A. INTERNATIONAL
9. BRASSELER USA
10. NAKANISHI 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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