Wind Energy Market

Wind Energy Market Size by Installation Type (Onshore and Offshore), Application (Residential, Industrial and Commercial), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2023 to 2032

Base Year: 2022 Historical Data: 2019-21
  • Report ID: TBI-13523
  • Published Date: Jun, 2023
  • Pages: 237
  • Category: Energy & Power
  • Format: PDF
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The global wind energy market was valued at USD 70 billion in 2022 and grew at a CAGR of 10% from 2023 to 2032. The market is expected to reach USD 181.56 billion by 2032. The increasing fossil fuel prices will drive the growth of the global wind energy market.

Market Introduction:

The process of using the wind to produce mechanical or electrical energy is known as wind power or wind energy. A turbine's blades, which resemble propellers, turn a rotor to produce power. Historically it was used to power boats along rivers. In the following years, it was used to pump water in China and Midwest Asia. Charles F. Brush designed and built the first wind turbine. Charles F. Brush is responsible for the extensive onshore and offshore installation of wind turbines today. Wind power is a fantastic sustainable, and renewable energy source. It is also acknowledged to generate a sizable number of jobs globally. It significantly aids in the current campaign to cut carbon emissions. Developing better, more sophisticated, and high-end wind turbines has made it feasible to produce sustainable energy more quickly. They provide energy to structures, including houses, farms, offices, and other buildings.

Wind Energy Market Size

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Recent Development
  • June 2023 - Under the Union government's viability gap finance (VGF) programme, the TN government intends to purchase 4 GW of offshore wind energy. The Ministry of New and Renewable Energy has identified 14 seabed blocks in Tamil Nadu as suitable locations for producing 1 GW of offshore wind energy.
  • June 2023 -  Suzlon has installed 12,647 wind turbines across 17 countries and six continents, surpassing the 20 GW wind energy installations milestone. This strengthens Suzlon's position as a major player in the world of wind energy. With the achievement of this milestone, the business has a firm platform upon which to grow rapidly in the years to come. Suzlon's success may be ascribed to its unwavering focus on product innovation, client satisfaction, and cutting-edge technology. Suzlon continuously produces a wide range of strong and dependable goods because of its eight dedicated R&D centres across four nations.
  • June 2023 - At the nation's first coastal test station, located in the southern Chinese city of Shantou, the world's largest hybrid drive wind turbine is currently undergoing tests. This accomplishment aligns with China's priorities of expanding its clean energy sector and creating a more diverse energy supply system.
  • June 2023 - At the nation's first coastal test station, located in the southern Chinese city of Shantou, the world's largest hybrid drive wind turbine is currently undergoing tests. This accomplishment aligns with China's priorities of expanding its clean energy sector and creating a more diverse energy supply system.

Market Dynamics:

Drivers

The increasing adoption of renewable and sustainable energy – The devastating effects of global warming are becoming more visible globally. Climate change will worsen in the ensuing decades if the temperature rise is not halted. The need to contain climate change has been recognized by governments worldwide to prevent the loss of millions of lives, properties, capital and geographical landforms, among other resources. The effort to address the worldwide issue of climate change is gaining momentum. Burning fossil fuels is one of the most significant contributors towards rising carbon emissions. It is imperative to reduce the dependency on fossil fuels. However, it is also equally important to meet the increasing energy demands. Renewable energy sources like wind energy are an excellent clean source of energy. To fulfil the world's energy needs, a renewed effort is being made to create better, more sophisticated technology that can harvest wind energy. Wind power is a clean, renewable, economical, and ecological energy source. As a result, the global market for wind energy will expand due to the expanding need for renewable energy sources in light of the threat posed by climate change.

Restraints:

The high installation costs Wind energy production requires a significant amount of technology, equipment and devices. The wind turbines themselves are sophisticated pieces of machinery that are developed with high-end materials. These materials are costly. Installing wind energy requires a large tract of land with the right air currents. All of these require knowledge, qualification and expertise in geography, air current and engineering. The combined costs of logistics, land, equipment, machinery, installation and regular maintenance are high and can hamper the market's growth.

Opportunities:

Technological advancements In response to the climate change crisis, there is a growing emphasis on expanding the use and application of wind energy. This has increased the research and development expenditure in the industry. Bladeless wind turbine development is a perfect example of expanding research and development. These turbines use less space and can be installed on residential rooftops. They make minimal noise, are cost-effective, improve applicability, are lightweight and are simple to install. Therefore, during the projection period, there will be plenty of lucrative prospects due to technological improvements and rising research & development spending on different wind turbine technologies.

Regional segmentation analysis:

The regions analyzed for the market include North America, Europe, South America, Asia Pacific, the Middle East, and Africa. Asia Pacific emerged as the largest global wind energy market, with a 43% market revenue share in 2022.

The growing emphasis on increasing the adoption of renewable energy sources to meet the rising energy demands and the climate pledges has contributed to the market's growth. The increasing government expenditure in developing, expanding and installing renewable energy sources will fuel the market. The vast tracts of land with favourable air current conditions also contribute to the market's growth. The lucrative prospect of utilizing offshore wind energy augments the market's growth. Furthermore, given the well-established wind energy projects, the region has vast knowledge and experience in the wind energy sector.

Asia Pacific Region Wind Energy Market Share in 2022 - 43%

 

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  • June 2023- Gujarat Urja Vikas Nigam Limited (GUVNL) has provided the SJVN with a Letter of Intent (LOI) for a 100 MW grid-connected wind generation project in Gujarat. SJVN Green Energy Limited won the 100 MW Wind Project at Rs 3.17 per unit in a May open competitive tariff bidding process. This undertaking will be worth 800 crore rupees. The project will be developed in Gujarat through an EPC contract on a Build Own and Operate (BOO) basis. The Power Purchase Agreement (PPA) between GUVNL and SJVN will soon be signed.
Installation type Segment Analysis

The installation type segment is divided into onshore and offshore. The onshore segment dominated the market, with a market share of around 67% in 2022. Onshore wind energy is produced by wind turbines that are situated on land. The air's natural flow propels them. Onshore wind farms are frequently found in fields or open land areas that don't obstruct the natural airflow. They have fewer negative environmental effects and cost less to install and operate than offshore wind energy. The land they occupy can be continued to be used for other purposes like agriculture. They are easy to install and simple to maintain. They create jobs which add to their greater adoption in the market.

Application Segment Analysis

The application segment is divided into industrial, residential and commercial. The industrial segment dominated the market, with a market share of around 35% in 2022. China is the hub of manufacturing for multiple industries. It is also a significant consumer of wind energy directed towards the country's vast industrial belts. The growing pressure on industrial units to reduce carbon emissions has contributed to their shift towards wind energy. Industrial use is also being encouraged by the governments.

  • May 2023 - A 130 MW wind power plant in Kutchh, Gujarat, was successfully commissioned, according to an announcement by Adani Wind Energy Kutchh Five Ltd, a division of Adani Green Energy. The facility represents a big step forward for AGEL in increasing its portfolio of renewable energy sources. It is operated under a 25-year power purchase agreement (PPA) with Solar Energy Corp of India (SECI) at Rs 2.83/kWh.The intelligent "Energy Network Operation Centre" (ENOC) platform of the Adani Group, which has repeatedly demonstrated and helped AGEL achieve superior operational performance of its entire renewable portfolio distributed across various locations in India, will manage the newly commissioned plant.
Some of the Key Market Players:
  • Dongfang Electric Corporation
  • ENERCON GmbH
  • Exelon Corporation (EXC)
  • GE Renewable
  • Goldwind
  • Nordex SE
  • Siemens Gamesa Renewable Energy S.A.
  • Sinovel
  • Suzlon Group
  • Vestas

Report Description: 

Attribute Description
Market Size Revenue (USD Billion)
Market size value in 2022 USD 70 Billion
Market size value in 2032 USD 181.56 Billion
CAGR (2023 to 2032) 10%
Historical data 2019-2021
Base Year 2022
Forecast 2023-2032
Region The regions analyzed for the market are Asia Pacific, Europe, South America, North America, and Middle East & Africa. Furthermore, the regions are further analyzed at the country level.
Segments Installation Type and Application

Frequesntly Asked Questions

As per The Brainy Insights, the size of the global wind energy market was valued at USD 70 billion in 2022 to USD 181.56 billion by 2032.

Global wind energy market is growing at a CAGR of 10% during the forecast period 2023-2032.

The market's growth will be influenced by the increasing adoption of renewable and sustainable energy.

The high installation costs could hamper the market growth.

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 Installation Type
          4.3.2. Market Attractiveness Analysis By Application
          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. The increasing adoption of renewable and sustainable energy
    5.3. Restraints
          5.3.1. The high installation costs
    5.4. Opportunities
          5.4.1. The technological advancements
    5.5. Challenges
          5.5.1. The alternative renewable energy sources

6. Global Wind Energy Market Analysis and Forecast, By Installation Type
    6.1. Segment Overview
    6.2. Onshore
    6.3. Offshore

7. Global Wind Energy Market Analysis and Forecast, By Application
    7.1. Segment Overview
    7.2. Residential
    7.3. Industrial
    7.4. Commercial

8. Global Wind Energy 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 Wind Energy Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in the Wind Energy 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. Dongfang Electric Corporation
          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. ENERCON GmbH
          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. Exelon Corporation (EXC)
          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. GE Renewable
          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. Goldwind
          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. Nordex SE
          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. Siemens Gamesa Renewable Energy S.A.
          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. Sinovel
          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. Suzlon Group
          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. Vestas
          10.10.1. Business Overview
          10.10.2. Company Snapshot
          10.10.3. Company Market Share Analysis
          10.10.4. Company Component Portfolio
          10.10.5. Recent Developments
          10.10.6. SWOT Analysis

List of Table

1. Global Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

2. Global Onshore Wind Energy Market, By Region, 2019-2032 (USD Billion) 

3. Global Offshore Wind Energy Market, By Region, 2019-2032 (USD Billion) 

4. Global Wind Energy Market, By Application, 2019-2032 (USD Billion) 

5. Global Residential Wind Energy Market, By Region, 2019-2032 (USD Billion) 

6. Global Industrial Wind Energy Market, By Region, 2019-2032 (USD Billion) 

7. Global Commercial Wind Energy Market, By Region, 2019-2032 (USD Billion) 

8. Global Wind Energy Market, By Region, 2019-2032 (USD Billion) 

9. North America Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

10. North America Wind Energy Market, By Application, 2019-2032 (USD Billion) 

11. U.S. Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

12. U.S. Wind Energy Market, By Application, 2019-2032 (USD Billion) 

13. Canada Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

14. Canada Wind Energy Market, By Application, 2019-2032 (USD Billion) 

15. Mexico Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

16. Mexico Wind Energy Market, By Application, 2019-2032 (USD Billion) 

17. Europe Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

18. Europe Wind Energy Market, By Application, 2019-2032 (USD Billion) 

19. Germany Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

20. Germany Wind Energy Market, By Application, 2019-2032 (USD Billion) 

21. France Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

22. France Wind Energy Market, By Application, 2019-2032 (USD Billion) 

23. U.K. Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

24. U.K. Wind Energy Market, By Application, 2019-2032 (USD Billion) 

25. Italy Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

26. Italy Wind Energy Market, By Application, 2019-2032 (USD Billion) 

27. Spain Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

28. Spain Wind Energy Market, By Application, 2019-2032 (USD Billion) 

29. Asia Pacific Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

30. Asia Pacific Wind Energy Market, By Application, 2019-2032 (USD Billion) 

31. Japan Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

32. Japan Wind Energy Market, By Application, 2019-2032 (USD Billion) 

33. China Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

34. China Wind Energy Market, By Application, 2019-2032 (USD Billion) 

35. India Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

36. India Wind Energy Market, By Application, 2019-2032 (USD Billion) 

37. South America Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

38. South America Wind Energy Market, By Application, 2019-2032 (USD Billion) 

39. Brazil Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

40. Brazil Wind Energy Market, By Application, 2019-2032 (USD Billion) 

41. Middle East and Africa Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

42. Middle East and Africa Wind Energy Market, By Application, 2019-2032 (USD Billion) 

43. UAE Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

44. UAE Wind Energy Market, By Application, 2019-2032 (USD Billion) 

45. South Africa Wind Energy Market, By Installation Type, 2019-2032 (USD Billion) 

46. South Africa Wind Energy Market, By Application, 2019-2032 (USD Billion) 

List of Figures 

1. Global Wind Energy Market Segmentation

2. Wind Energy 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 Wind Energy Market Attractiveness Analysis By Installation Type

9. Global Wind Energy Market Attractiveness Analysis By Application

10. Global Wind Energy Market Attractiveness Analysis By Region

11. Global Wind Energy Market: Dynamics

12. Global Wind Energy Market Share by Installation Type (2022 & 2032)

13. Global Wind Energy Market Share by Application (2022 & 2032)

14. Global Wind Energy Market Share by Regions (2022 & 2032)

15. Global Wind Energy Market Share by Company (2022)

This study forecasts revenue at global, regional, and country levels from 2019 to 2032. The Brainy Insights has segmented the global wind energy market based on below mentioned segments:

Global Wind Energy Market by Installation Type:

  • Onshore
  • Offshore

Global Wind Energy Market by Application:

  • Residential
  • Industrial
  • Commercial

Global Wind Energy 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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