Gesture Recognition Market

Gesture Recognition Market Size by Type (Touchless System & Touched System), End-User (Consumer Electronics, Healthcare, Automotive, Retail, Transportation, Aerospace & Defense, Gaming, and Others), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2024 to 2033

Base Year: 2023 Historical Data: 2020-22
  • Report ID: TBI-12837
  • Published Date: Sep, 2024
  • Pages: 236
  • Category: Information Technology & Semiconductors
  • Format: PDF
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The global gesture recognition market is expected to reach USD 130.62 billion by 2033, at a CAGR of 20.38% from 2024 to 2033. Gesture recognition market growth would be driven by rising disposable incomes worldwide, technical advancements, and digitization across various sectors like consumer electronics, automotive, and healthcare. The increasing usage of consumer electronics and the need for ease and convenience in product use also propel the market growth.

Market Overview:

The mathematical algorithm, gesture recognition, transforms a humanoid movement or gesture into a machine command. The technology helps anyone connect with a machine utilizing human gestures and actions, like hand movements, arms, head, fingers, or the whole body. It enables the user to manage and maintain devices with the gestures without the help of physical devices like keyboards, touch screens, and mouses. For example, users can drag a scrollbar by just indicating a finger at a screen. Gesture recognition technology has enhanced various machines' uses and embraced many creative applications in multiple sectors. Humans share information via speech or gestures. The device determines the gesture types and transforms signal language symbols into text via language recognition technology. The direction in which the user points help process and interpret gestures accurately. The most famous research area in Human-Computer Interaction (HCI) and Human-Machine Interaction (HMI) is Hand gesture recognition. It is used in medical rehabilitation and consumer electronics control. Various sensing techniques are operated to recognize hand gestures and receive signals for pattern recognition. Different patterns have been formed to make hand gesture recognition more economical than standard interface gadgets like mouses and keyboards. The advanced interest of leading retailers can be attributed to hand gestures being positively expressive and interacting well with the environment or sharing information efficiently.

Gesture Recognition Market Size

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Market Dynamics:

Drivers
  • Increasing digitalization and growing technological advances across industry verticals

The use of gesture recognition technology in consumer electronics, healthcare, gaming, and automotive is increasing. Recently, wearable sensor-based gesture recognition has evolved in the healthcare sector. Gesture recognition is beneficial for medical devices; it helps in MRI (magnetic resonance imaging), contact-free navigation of X-ray displays, and improves the daily living abilities of patients. Similarly, a gesture is a command in the gaming industry rather than pressing buttons on a keyboard or moving a mouse. The system supports unintended movements and constant gestures in these interfaces to deliver the user a realistic interface.

Restraints:
  • Trade constraints between China and US

In the last few years, the US-China two-sided trade has led to a drop in the global need for business, investments, and goods. The production decrease in China has affected businesses globally. The country plays a vital role in the worldwide supply chain of intermediate goods, especially electronics & computers, transport equipment, pharmaceuticals, and gesture recognition devices. China made a trade agreement in January 2020 to end the trade war; it is anticipated to serve as a short-term truce. Similarly, China accounts for around 45–50% of the global electronics supply; the trade war is predicted to affect global gesture recognition equipment severely. The trade limitations on gesture recognition equipment manufacturers in China are expected to affect the revenue model of wearables, smartphones, and TV manufacturers, thereby hindering the market's growth.

Opportunities:
  • Growing patents to protect the invention

The invention is the key to remaining competitive and gaining an edge over opponents in any business. The innovation must be done by filing patent applications. These patent applications allow companies to protect their ideas and innovations from their opponents. Therefore, the filing of patents has been growing in the gesture recognition market. In 2020, 10,334 patents were published for gesture recognition. The rising number of startups business has raised the competition in the gesture recognition market. The growing patent applications result in various innovations in the gesture recognition market, extending its presence in multiple segments. Hence, the ever-increasing patent portfolio delivers ample opportunities for participants to acquire or expand the market share in the future.

Segmentation analysis:

The global gesture recognition market has been segmented based on type, end-user, and regions.

  • The type segment is divided into touchless system & touched system. The touchless segment dominated the market, with a market share of around 54.56% in 2023. Touchless technology integrates wireless signals to investigate, judge, and incorporate human gestures and sensing by using smart algorithms. Gesture recognition is done by using machine learning techniques. Touchless technology is affected by objective elements, such as the user’s position and non-line sight conditions.
  • The end-user segment is divided into consumer electronics, healthcare, automotive, retail, transportation, aerospace & defense, gaming, and others. The consumer electronics segment dominated the market, with a market share of around 14.44% in 2023. The increased usage of consumer electronics and the IoT (Internet of Things) and the growing demand for ease and convenience in product use drive the adoption of gesture recognition in the consumer electronics segment.
Regional segmentation analysis:

The regions analyzed for the market include North America, Europe, South America, Asia Pacific, the Middle East, and Africa. Asia Pacific region emerged as the largest market for the global gesture recognition market, with a 34.63% share of the market revenue in 2023.

Asia Pacific Region Gesture Recognition Market Share in 2023 - 34.63%

 

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  • The Asia Pacific is house to India and China regions, among the world's fastest-developing economies and most populated countries. Rising disposable incomes and increasing industrial digitization across these and other regional countries are pushing the regional demand.
Competitive Analysis:

The key players are now concentrating on implementing strategies such as adopting new technology, product innovations, mergers & acquisitions, joint venture, alliances, and partnerships to improve their market position in the global gesture recognition industry.

Pmdtechnologies & Infineon has made the 3- Dimensional deep sensor for the rear side camera of smartphones. It provides the best AR (Augmented Reality) experience, and due to its speedy autofocus quality in low-light conditions, it gave better photography results- In October 2020.

List of Key Market Players:
  • Synaptics Incorporated
  • SOFTKINETIC
  • QUALCOMM Incorporated
  • Microsoft Corporation
  • Microchip Technology Incorporated
  • Intel Corporation
  • Infineon Technologies AG
  • Eyesight Technologies Ltd
  • Apple Inc.
  • Alphabet Inc.
Key Target Audience
  • Electronics
  • Automotive
  • Healthcare
  • Transportation
  • Market Players
  • Investors
  • End-users
  • Government Authorities
  • Consulting And Research Firm
  • Venture capitalists
  • Third-party knowledge providers

Report Description:

  • Global Gesture Recognition Market, Industry Analysis, Trends, Analysis and Forecast, 2024 to 2033 is a forthcoming/imminent research report which is to be published by The Brainy Insights.
  • 2023 is considered as the base year of the report. 2020, 2021 and 2022 are considered as the historic years and 2024 to 2033 are the forecast years. The global gesture recognition market is based on revenue (USD Billion). The report incorporates the market study based on revenue. The study covers the market share revenue/market share/volume for each of the segments, regions and countries catering to global gesture recognition market. The regions analyzed for the market are Europe, Asia Pacific, North America, South America, and Middle East & Africa. Furthermore, the regions are further analyzed at the country level.
  • The report encompasses with the relative data & information, which have been validated by the leading industry professionals and experts across the globe. The research report also delivers an outline of the attractiveness of gesture recognition based on type, end user and regions which are deduced and formulated based on their growth rate (CAGR), market size, and attractiveness by analyzing the present and prospects to fathom market growth and development in future.
  • The report illustrates the detailed (both quantitative and qualitative) analysis of historical data, revenues, key developments, along with the crucial strategies adopted by key organizations catering to global gesture recognition market. This offers vital and in-depth insights to depict the overall market scenario.
  • The report offers the detailed study for the company profiles of key organizations operating in the global gesture recognition market and a comparative assessment based on their product offering, business overviews, geographic presence, business strategies, segment market share, product development & innovations, recent developments, joint venture, partnerships, mergers & acquisitions, strategic alliances, SWOT analysis, and key financial information. This helps in evaluating the overall competition present in the market scenario.
  • The report provides an elaborative assessment of the porter’s five forces analysis coupled with SWOT analysis to provide business related data and information’s. Porter’s five forces model is analyzed to understand the overall competitive scenario that is prevailing in the market. Additionally, the SWOT analysis identifies both the positive and negative attributes of the market development which influences the company growth and development to sustain and survive in the long run.
  • Along with that, the report also focuses on the market related driving factors, growth limitations (restraints), potential industry opportunities, significant trends and development which act as a key potential for the investors.
  • Potential growth prospects along with the penetration rate analysis of the product (market related i.e., global gesture recognition market) is covered to comprehend the adoption rate and evaluate the market size. 

Frequesntly Asked Questions

As per The Brainy Insights, the size of the gesture recognition market was valued at USD 20.44 billion in 2023 to USD 130.62 billion by 2033.

Global gesture recognition market is growing at a CAGR of 20.38% during the forecast period 2024-2033.

The global gesture recognition market has been segmented based on type, end user, and regions. The touchless segment led the market in 2023. The consumer electronics segment led the market in 2023.

Asia Pacific region emerged as the largest market for the gesture recognition market.

The market's growth will be influenced by the increasing digitalization and growing technological advances across industry verticals.

Trade constraints between China and US to hinder market growth.

Growing patent to protect the invention will provide huge opportunities to the market.

1. Introduction
    1.1. Objectives of the Study
    1.2. Market Definition
    1.3. Research Scope
    1.4. Currency
    1.5. Key Target Audience

2. Research Methodology and Assumptions

3. Executive Summary

4. Premium Insights
    4.1. Porter’s Five Forces Analysis
    4.2. Value Chain Analysis
    4.3. Top Investment Pockets
          4.3.1. Market Attractiveness Analysis by Type
          4.3.2. Market Attractiveness Analysis by End-User
          4.3.3. Market Attractiveness Analysis by Region
    4.4. Industry Trends

5. Market Dynamics
    5.1. Market Evaluation
    5.2. Drivers
          5.2.1. Increasing digitalization and growing technological advances across industry verticals
    5.3. Restraints
          5.3.1. Trade constraints between China and US to hinder market growth
    5.4. Opportunities
          5.4.1. Growing patent to protect the invention

6. Global Gesture Recognition Market Analysis and Forecast, By Type:
    6.1. Segment Overview
    6.2. Touchless System
    6.3. Touched System

7. Global Gesture Recognition Market Analysis and Forecast, By End-User
    7.1. Segment Overview
    7.2. Consumer Electronics
    7.3. Healthcare
    7.4. Automotive
    7.5. Retail
    7.6. Transportation
    7.7. Aerospace & Defense
    7.8. Gaming
    7.9. Others

8. Global Gesture Recognition Market Analysis and Forecast, By Regional Analysis
    8.1. Segment Overview
    8.2. North America
          8.2.1. U.S.
          8.2.2. Canada
          8.2.3. Mexico
    8.3. Europe
          8.3.1. Germany
          8.3.2. France
          8.3.3. U.K.
          8.3.4. Italy
          8.3.5. Spain
    8.4. Asia-Pacific
          8.4.1. Japan
          8.4.2. China
          8.4.3. India
    8.5. South America
          8.5.1. Brazil
    8.6. Middle East and Africa
          8.6.1. UAE
          8.6.2. South Africa

9. Global Gesture Recognition Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in the Gesture Recognition Market
          9.2.1. Global Company Market Share
          9.2.2. North America Company Market Share
          9.2.3. Europe Company Market Share
          9.2.4. APAC Company Market Share
    9.3. Competitive Situations and Trends
          9.3.1. Product Launches and Developments
          9.3.2. Partnerships, Collaborations, and Agreements
          9.3.3. Mergers & Acquisitions
          9.3.4. Expansions

10. Company Profiles
    10.1. Synaptics Incorporated
          10.1.1. Business Overview
          10.1.2. Company Snapshot
          10.1.3. Company Market Share Analysis
          10.1.4. Company Product Portfolio
          10.1.5. Recent Developments
          10.1.6. SWOT Analysis
    10.2. SOFTKINETIC
          10.2.1. Business Overview
          10.2.2. Company Snapshot
          10.2.3. Company Market Share Analysis
          10.2.4. Company Product Portfolio
          10.2.5. Recent Developments
          10.2.6. SWOT Analysis
    10.3. QUALCOMM Incorporated
          10.3.1. Business Overview
          10.3.2. Company Snapshot
          10.3.3. Company Market Share Analysis
          10.3.4. Company Product Portfolio
          10.3.5. Recent Developments
          10.3.6. SWOT Analysis
    10.4. Microsoft Corporation
          10.4.1. Business Overview
          10.4.2. Company Snapshot
          10.4.3. Company Market Share Analysis
          10.4.4. Company Product Portfolio
          10.4.5. Recent Developments
          10.4.6. SWOT Analysis
    10.5. Microchip Technology Incorporated
          10.5.1. Business Overview
          10.5.2. Company Snapshot
          10.5.3. Company Market Share Analysis
          10.5.4. Company Product Portfolio
          10.5.5. Recent Developments
          10.5.6. SWOT Analysis
    10.6. Intel Corporation
          10.6.1. Business Overview
          10.6.2. Company Snapshot
          10.6.3. Company Market Share Analysis
          10.6.4. Company Product Portfolio
          10.6.5. Recent Developments
          10.6.6. SWOT Analysis
    10.7. Infineon Technologies AG
          10.7.1. Business Overview
          10.7.2. Company Snapshot
          10.7.3. Company Market Share Analysis
          10.7.4. Company Product Portfolio
          10.7.5. Recent Developments
          10.7.6. SWOT Analysis
    10.8. Eyesight Technologies Ltd.
          10.8.1. Business Overview
          10.8.2. Company Snapshot
          10.8.3. Company Market Share Analysis
          10.8.4. Company Product Portfolio
          10.8.5. Recent Developments
          10.8.6. SWOT Analysis
    10.9. Apple Inc
          10.9.1. Business Overview
          10.9.2. Company Snapshot
          10.9.3. Company Market Share Analysis
          10.9.4. Company Product Portfolio
          10.9.5. Recent Developments
          10.9.6. SWOT Analysis
    10.10. Alphabet Inc
          10.10.1. Business Overview
          10.10.2. Company Snapshot
          10.10.3. Company Market Share Analysis
          10.10.4. Company Product Portfolio
          10.10.5. Recent Developments
          10.10.6. SWOT Analysis

List of Table

1. Global Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

2. Global Touchless System Gesture Recognition Market, By Region, 2020-2033 (USD Billion) 

3. Global Touched System Gesture Recognition Market, By Region, 2020-2033 (USD Billion) 

4. Global Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

5. Global Consumer Electronics Gesture Recognition Market, By Region, 2020-2033 (USD Billion) 

6. Global Healthcare Gesture Recognition Market, By Region, 2020-2033 (USD Billion)

7. Global Automotive Gesture Recognition Market, By Region, 2020-2033 (USD Billion)

8. Global Retail Gesture Recognition Market, By Region, 2020-2033 (USD Billion)

9. Global Transportation Gesture Recognition Market, By Region, 2020-2033 (USD Billion)

10. Global Aerospace & Defense Gesture Recognition Market, By Region, 2020-2033 (USD Billion)

11. Global Gaming Gesture Recognition Market, By Region, 2020-2033 (USD Billion)

12. Global Others Gesture Recognition Market, By Region, 2020-2033 (USD Billion)

13. North America Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

14. North America Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

15. U.S. Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

16. U.S. Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

17. Canada Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

18. Canada Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

19. Mexico Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

20. Mexico Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

21. Europe Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

22. Europe Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

23. Germany Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

24. Germany Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

25. France Gesture Recognition Market, By Type 2020-2033 (USD Billion) 

26. France Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

27. U.K. Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

28. U.K. Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

29. Italy Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

30. Italy Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

31. Spain Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

32. Spain Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

33. Asia Pacific Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

34. Asia Pacific Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

35. Japan Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

36. Japan Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

37. China Gesture Recognition Market, By Type 2020-2033 (USD Billion) 

38. China Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

39. India Gesture Recognition Market, By Type 2020-2033 (USD Billion) 

40. India Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

41. South America Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

42. South America Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

43. Brazil Gesture Recognition Market, By Type 2020-2033 (USD Billion) 

44. Brazil Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

45. Middle East and Africa Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

46. Middle East and Africa Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

47. UAE Gesture Recognition Market, By Type, 2020-2033 (USD Billion) 

48. UAE Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

49. South Africa Gesture Recognition Market, By Type 2020-2033 (USD Billion) 

50. South Africa Gesture Recognition Market, By End-User, 2020-2033 (USD Billion) 

List of Figures 

1. Global Gesture Recognition Market Segmentation

2. Gesture Recognition Market: Research Methodology

3. Market Size Estimation Methodology: Bottom-Up Approach

4. Market Size Estimation Methodology: Top-Down Approach

5. Data Triangulation

6. Porter’s Five Forces Analysis 

7. Value Chain Analysis 

8. Global Gesture Recognition Market Attractiveness Analysis by Type

9. Global Gesture Recognition Market Attractiveness Analysis by End-User

10. Global Gesture Recognition Market Attractiveness Analysis by Region

11. Global Gesture Recognition Market: Dynamics

12. Global Gesture Recognition Market Share by Type (2023 & 2033)

13. Global Gesture Recognition Market Share by End-User (2023 & 2033)

14. Global Gesture Recognition Market Share by Regions (2023 & 2033)

15. Global Gesture Recognition Market Share by Company (2023)

This study forecasts revenue at global, regional, and country levels from 2020 to 2033. The Brainy Insights has segmented the global gesture recognition market based on below mentioned segments:

Global Gesture Recognition Market by Type:

  • Touchless System
  • Touched System

Global Gesture Recognition Market by End User:

  • Consumer Electronics
  • Healthcare
  • Automotive
  • Retail
  • Transportation
  • Aerospace & Defense
  • Gaming
  • Others

Global Gesture Recognition Market by Region:

  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • U.K.
    • Italy
    • Spain
  • Asia-Pacific
    • Japan
    • China
    • India
  • South America
    • Brazil
  • Middle East and Africa  
    • UAE
    • South Africa

Methodology

Research has its special purpose to undertake marketing efficiently. In this competitive scenario, businesses need information across all industry verticals; the information about customer wants, market demand, competition, industry trends, distribution channels etc. This information needs to be updated regularly because businesses operate in a dynamic environment. Our organization, The Brainy Insights incorporates scientific and systematic research procedures in order to get proper market insights and industry analysis for overall business success. The analysis consists of studying the market from a miniscule level wherein we implement statistical tools which helps us in examining the data with accuracy and precision. 

Our research reports feature both; quantitative and qualitative aspects for any market. Qualitative information for any market research process are fundamental because they reveal the customer needs and wants, usage and consumption for any product/service related to a specific industry. This in turn aids the marketers/investors in knowing certain perceptions of the customers. Qualitative research can enlighten about the different product concepts and designs along with unique service offering that in turn, helps define marketing problems and generate opportunities. On the other hand, quantitative research engages with the data collection process through interviews, e-mail interactions, surveys and pilot studies. Quantitative aspects for the market research are useful to validate the hypotheses generated during qualitative research method, explore empirical patterns in the data with the help of statistical tools, and finally make the market estimations.

The Brainy Insights offers comprehensive research and analysis, based on a wide assortment of factual insights gained through interviews with CXOs and global experts and secondary data from reliable sources. Our analysts and industry specialist assume vital roles in building up statistical tools and analysis models, which are used to analyse the data and arrive at accurate insights with exceedingly informative research discoveries. The data provided by our organization have proven precious to a diverse range of companies, facilitating them to address issues such as determining which products/services are the most appealing, whether or not customers use the product in the manner anticipated, the purchasing intentions of the market and many others.

Our research methodology encompasses an idyllic combination of primary and secondary initiatives. Key phases involved in this process are listed below:

MARKET RESEARCH PROCESS

Data Procurement:

The phase involves the gathering and collecting of market data and its related information with the help of different sources & research procedures.

The data procurement stage involves in data gathering and collecting through various data sources.

This stage involves in extensive research. These data sources includes:

Purchased Database: Purchased databases play a crucial role in estimating the market sizes irrespective of the domain. Our purchased database includes:

  • The organizational databases such as D&B Hoovers, and Bloomberg that helps us to identify the competitive scenario of the key market players/organizations along with the financial information.
  • Industry/Market databases such as Statista, and Factiva provides market/industry insights and deduce certain formulations. 
  • We also have contractual agreements with various reputed data providers and third party vendors who provide information which are not limited to:
    • Import & Export Data
    • Business Trade Information
    • Usage rates of a particular product/service on certain demographics mainly focusing on the unmet prerequisites

Primary Research: The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. Primary research mainly involves in telephonic interviews, E-mail interactions and face-to-face interviews with the raw material providers, manufacturers/producers, distributors, & independent consultants. The interviews that we conduct provides valuable data on market size and industry growth trends prevailing in the market. Our organization also conducts surveys with the various industry experts in order to gain overall insights of the industry/market. For instance, in healthcare industry we conduct surveys with the pharmacists, doctors, surgeons and nurses in order to gain insights and key information of a medical product/device/equipment which the customers are going to usage. Surveys are conducted in the form of questionnaire designed by our own analyst team. Surveys plays an important role in primary research because surveys helps us to identify the key target audiences of the market. Additionally, surveys helps to identify the key target audience engaged with the market. Our survey team conducts the survey by targeting the key audience, thus gaining insights from them. Based on the perspectives of the customers, this information is utilized to formulate market strategies. Moreover, market surveys helps us to understand the current competitive situation of the industry. To be precise, our survey process typically involve with the 360 analysis of the market. This analytical process begins by identifying the prospective customers for a product or service related to the market/industry to obtain data on how a product/service could fit into customers’ lives.

Secondary Research: The secondary data sources includes information published by the on-profit organizations such as World bank, WHO, company fillings, investor presentations, annual reports, national government documents, statistical databases, blogs, articles, white papers and others. From the annual report, we analyse a company’s revenue to understand the key segment and market share of that organization in a particular region. We analyse the company websites and adopt the product mapping technique which is important for deriving the segment revenue. In the product mapping method, we select and categorize the products offered by the companies catering to domain specific market, deduce the product revenue for each of the companies so as to get overall estimation of the market size. We also source data and analyses trends based on information received from supply side and demand side intermediaries in the value chain. The supply side denotes the data gathered from supplier, distributor, wholesaler and the demand side illustrates the data gathered from the end customers for respective market domain.

The supply side for a domain specific market is analysed by:

  • Estimating and projecting penetration rates through analysing product attributes, availability of internal and external substitutes, followed by pricing analysis of the product.
  • Experiential assessment of year-on-year sales of the product by conducting interviews.

The demand side for the market is estimated through:

  • Evaluating the penetration level and usage rates of the product.
  • Referring to the historical data to determine the growth rate and evaluate the industry trends

In-house Library: Apart from these third-party sources, we have our in-house library of qualitative and quantitative information. Our in-house database includes market data for various industry and domains. These data are updated on regular basis as per the changing market scenario. Our library includes, historic databases, internal audit reports and archives.

Sometimes there are instances where there is no metadata or raw data available for any domain specific market. For those cases, we use our expertise to forecast and estimate the market size in order to generate comprehensive data sets. Our analyst team adopt a robust research technique in order to produce the estimates:

  • Applying demographic along with psychographic segmentation for market evaluation
  • Determining the Micro and Macro-economic indicators for each region 
  • Examining the industry indicators prevailing in the market. 

Data Synthesis: This stage involves the analysis & mapping of all the information obtained from the previous step. It also involves in scrutinizing the data for any discrepancy observed while data gathering related to the market. The data is collected with consideration to the heterogeneity of sources. Robust scientific techniques are in place for synthesizing disparate data sets and provide the essential contextual information that can orient market strategies. The Brainy Insights has extensive experience in data synthesis where the data passes through various stages:

  • Data Screening: Data screening is the process of scrutinising data/information collected from primary research for errors and amending those collected data before data integration method. The screening involves in examining raw data, identifying errors and dealing with missing data. The purpose of the data screening is to ensure data is correctly entered or not. The Brainy Insights employs objective and systematic data screening grades involving repeated cycles of quality checks, screening and suspect analysis.
  • Data Integration: Integrating multiple data streams is necessary to produce research studies that provide in-depth picture to the clients. These data streams come from multiple research studies and our in house database. After screening of the data, our analysts conduct creative integration of data sets, optimizing connections between integrated surveys and syndicated data sources. There are mainly 2 research approaches that we follow in order to integrate our data; top down approach and bottom up approach.

Market Deduction & Formulation: The final stage comprises of assigning data points at appropriate market spaces so as to deduce feasible conclusions. Analyst perspective & subject matter expert based holistic form of market sizing coupled with industry analysis also plays a crucial role in this stage.

This stage involves in finalization of the market size and numbers that we have collected from data integration step. With data interpolation, it is made sure that there is no gap in the market data. Successful trend analysis is done by our analysts using extrapolation techniques, which provide the best possible forecasts for the market.

Data Validation & Market Feedback: Validation is the most important step in the process. Validation & re-validation via an intricately designed process helps us finalize data-points to be used for final calculations.

The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. The data validation interview and discussion panels are typically composed of the most experienced industry members. The participants include, however, are not limited to:

  • CXOs and VPs of leading companies’ specific to sector
  • Purchasing managers, technical personnel, end-users
  • Key opinion leaders such as investment bankers, and industry consultants

Moreover, we always validate our data and findings through primary respondents from all the major regions we are working on.

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