Heating Equipment Market

Heating Equipment Market Size by Product Type (Heat Pump, Warm Air Furnace, Unitary Heaters, Space Heating Boilers and Others), Application (Residential, Commercial and Industrial), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2023 to 2032

Base Year: 2022 Historical Data: 2019-21
  • Report ID: TBI-13742
  • Published Date: Oct, 2023
  • Pages: 238
  • Category: Consumer Goods
  • Format: PDF
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The global heating equipment market was valued at USD 40 billion in 2022 and grew at a CAGR of 5% from 2023 to 2032. The market is expected to reach USD 65.15 billion by 2032. The increasing demand for residential homes will drive the growth of the global heating equipment market.

Market Introduction:

A heating equipment is a device that uses thermal or electrical energy to regulate temperatures in an indoor setting at a comfortable level. They are primarily a part of HVAC systems. They can also be used to heat water. The heating equipment could be a part of a central or dispersed heating system. Heat Pumps, Boilers, and Furnaces heaters are a few common examples of heating equipment. An ideal or optimal heating equipment should have Sufficient resistivity and strong oxidation resistance. It should have a low-temperature coefficient of resistance and a high melting point. There is a different category of heating equipment that runs on electricity. Electric irons, kettles, toasters, ovens, space heaters, and geysers are examples of Electrical Heating Appliances. Heating equipment is also crucial for maintaining a building's structural, mechanical, and electrical systems. Heating equipment impacts indoor air quality by lessening condensation and lowering the chance of mould and mildew. Efficient heating equipment Reduces Energy Bills. They require minimal maintenance with the integration of smart technologies.

Heating Equipment Market Size

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Recent Development
  • November 2022 - The energy crisis in Europe has raised demand for heating equipment, which has led to a sharp growth in heater sales in China. The repercussions of the sanctions are being felt by many countries that formerly depended on Russian energy businesses in the form of rising energy prices and energy shortages. The current energy crisis in the European Union and elsewhere results from this. Sales of heaters in China have exploded recently, and industry experts believe that trend will continue into the next year. Individuals who might prefer to buy heaters locally must look further to prepare for the coming chilly winter.

Market Dynamics:

Drivers

The increasing energy demand – the rapid increase in global population has increased the energy demand. The increase in demand can be witnessed in the rising sales of heating appliances in the developing world. Furthermore, the growing industrial and manufacturing industries are driving the demand for heating equipment. The increasing demand for homes with central HVAC systems drives the building and construction sector, which will bode well for the market. Given the rising government expenditure, similar constructions of public utilities will also drive the market's growth. Climate change has led to extreme weather changes, increasing the need for heating systems during extended winter. Regions with moderate temperatures are experiencing the coldest winters, expanding the global heating equipment market.

Restraints:

The stringent government regulations the rising emphasis on abating the climate change crisis has led to a crack-down on fossil-fuel-based technologies, equipment and devices. They are the drivers of global temperature rise and must be controlled. The introduction of stringent regulations detailing the manufacturing, distribution and consumption of heating equipment of certain grades, efficiency, and sustainability restrict the market. These equipment are not necessarily accessible or affordable to most consumers, limiting the market's growth. Furthermore, government regulations mandating or limiting energy consumption during the energy crisis, such as that witnessed in Europe after the Russia-Ukraine war, further limit that market's growth.

Opportunities:

The introduction of eco-friendly, energy-efficient and more sustainable heating equipment the growing demand for heating equipment or energy- needs to be balanced with sustainable growth. The world cannot continue to fulfil growing energy demands through fossil fuel-based technologies. Therefore, market players and governments worldwide are investing heavily in developing more energy-efficient, eco-friendly, effective and sustainable alternative heating equipment. Additionally, the introduction of smart heating systems that automate, analyze and customize settings according to user experience is gaining popularity. Such innovation will lead the market towards lucrative opportunities during the forecast period.

  • September 2023 - According to a study, heat pumps are more than twice as efficient as fossil fuel heating systems in frigid climates. According to Oxford University and the Regulatory Assistance Project think tank studies, heat pumps operate better than oil and gas heating systems at temperatures nearing -30C. As fossil fuel energy costs have risen due to the invasion of Ukraine and as governments work to achieve net zero greenhouse gas emissions, the use of heat pumps is increasing globally. Data from seven field experiments conducted across North America, Asia, and Europe were used in the study, which was published in the specialized energy research journal Joule. It was discovered that heat pumps were between two and three times more efficient than oil and gas heating systems at temperatures below zero.
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 most significant global heating equipment market, with a 39% market revenue share in 2022.

The sheer volume of population residing in the region, distributed across several climate zones, including the coldest places, will drive the demand for heating equipment. Furthermore, the region is home to the fastest-growing economies in the world, which translates to rising energy demands from both commercial and residential sectors, thereby driving the market's growth. The increasing demand for homes, offices, and public infrastructure will augment the market's growth. The thriving industrial, manufacturing, and automotive sectors will also benefit the market's growth.

Asia Pacific Region Heating Equipment Market Share in 2022 - 39%

 

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  • Industrial thermal batteries, a novel sustainable technology, could be the answer to lowering industrial power prices and greenhouse gas emissions. These batteries might meet up to 90% of the demands for industrial process heat while reducing the energy cost for industrial heating by 50% to 63%. This would radically alter how firms decide whether to electrify process heat equipment.
Product type Segment Analysis

The product type segment is divided into heat pumps, warm air furnaces, unitary heaters, space heating boilers and others. The heat pump segment dominated the market, with a market share of around 44% in 2022. A heat pump draws heat from a source, which can be underground geothermal energy or adjacent water sources, and subsequently amplifies and transfers it to the required location. Heat pumps require less maintenance and are less expensive. They offer Better Safety, minimize carbon emissions and are long-lasting. A heat pump may be used in water heating applications. Heat pumps are also used for industrial applications, including producing black liquor, flash-steam recovery, and product drying. There is no need for fuel storage. It is efficient sustainability with low noise level, flexibility, and controllability.

  • September 2023 - At the WIRED & Octopus Energy Tech Summit in London, Octopus Energy unveiled a revolutionary heating system. It includes the Cosy 6, a new heat pump from Octopus, the Cosy Hub, a home control system, the Cosy Pods, room sensors, a customized smart tariff, and the renowned Octopus 5-star service.   For households that don't require any work to fit the system after the Boiler Upgrade Scheme (BUS), "Cosy Octopus" is free. Homes that require modifications, such as new pipes, radiators, or hot water tanks, will be able to purchase the system for about £3,000 after the subsidy. The system will go on the market with a 6kW heat pump targeted at a typical three-bed UK home. Over the next six months, further, larger variants will be released.
Application Segment Analysis

The application segment is divided into residential, commercial and industrial. The residential segment dominated the market, with a market share of around 58% in 2022. The increasing demand for houses and a growing demand for redevelopment, retrofitting or refurbishment of existing properties will drive the market's growth. The increasing government expenditure compliments the rising private consumption of real estate on building new residential houses for the population.

Some of the Key Market Players:
  • Carrier
  • Daikin Industries, Ltd
  • Emerson Electric Co.
  • Haier (General Electric)
  • Hitachi, Ltd.
  • Johnson Controls, Inc.
  • Lennox International
  • Mitsubishi Electric Corporation
  • Robert Bosch GmbH
  • Trane

Report Description: 

Attribute Description
Market Size Revenue (USD Billion)
Market size value in 2022 USD 40 Billion
Market size value in 2032 USD 65.15 Billion
CAGR (2023 to 2032) 5%
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, the Middle East and Africa. Furthermore, the regions are further analyzed at the country level.
Segments Product Type and Application

Frequesntly Asked Questions

As per The Brainy Insights, the size of the global heating equipment market was valued at USD 40 billion in 2022 to USD 65.15 billion by 2032.

Global heating equipment market is growing at a CAGR of 5% during the forecast period 2023-2032.

The market's growth will be influenced by the increasing demand for energy.

The stringent government regulations 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 Product 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 demand for energy
    5.3. Restraints
          5.3.1. The stringent government regulations
    5.4. Opportunities
          5.4.1. The introduction of eco-friendly, energy-efficient and more sustainable heating equipment
    5.5. Challenges
          5.5.1. The volatile geopolitics

6. Global Heating Equipment Market Analysis and Forecast, By Product Type
    6.1. Segment Overview
    6.2. Heat Pump
    6.3. Warm Air Furnace
    6.4. Unitary Heaters
    6.5. Space Heating Boilers
    6.6. Others

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

8. Global Heating Equipment 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 Heating Equipment Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in the Heating Equipment 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. Carrier
          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. Daikin Industries, Ltd
          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. Emerson Electric Co.
          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. Haier (General Electric)
          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. Hitachi, Ltd.
          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. Johnson Controls, Inc.
          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. Lennox International
          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. Mitsubishi Electric Corporation
          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. Robert Bosch GmbH
          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. Trane
          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 Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

2. Global Heat Pump Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

3. Global Warm Air Furnace Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

4. Global Unitary Heaters Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

5. Global Space Heating Boilers Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

6. Global Others Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

7. Global Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

8. Global Residential Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

9. Global Commercial Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

10. Global Industrial Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

11. Global Heating Equipment Market, By Region, 2019-2032 (USD Billion) 

12. North America Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

13. North America Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

14. U.S. Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

15. U.S. Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

16. Canada Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

17. Canada Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

18. Mexico Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

19. Mexico Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

20. Europe Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

21. Europe Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

22. Germany Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

23. Germany Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

24. France Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

25. France Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

26. U.K. Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

27. U.K. Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

28. Italy Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

29. Italy Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

30. Spain Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

31. Spain Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

32. Asia Pacific Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

33. Asia Pacific Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

34. Japan Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

35. Japan Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

36. China Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

37. China Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

38. India Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

39. India Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

40. South America Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

41. South America Heating Equipment Market, By Application, 2019-2032 (USD Billion)

42. Brazil Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

43. Brazil Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

44. Middle East and Africa Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

45. Middle East and Africa Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

46. UAE Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

47. UAE Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

48. South Africa Heating Equipment Market, By Product Type, 2019-2032 (USD Billion) 

49. South Africa Heating Equipment Market, By Application, 2019-2032 (USD Billion) 

List of Figures 

1. Global Heating Equipment Market Segmentation

2. Heating Equipment 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 Heating Equipment Market Attractiveness Analysis by Product Type

9. Global Heating Equipment Market Attractiveness Analysis by Application

10. Global Heating Equipment Market Attractiveness Analysis by Region

11. Global Heating Equipment Market: Dynamics

12. Global Heating Equipment Market Share by Product Type (2022 & 2032)

13. Global Heating Equipment Market Share by Application (2022 & 2032)

14. Global Heating Equipment Market Share by Regions (2022 & 2032)

15. Global Heating Equipment 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 heating equipment market based on below mentioned segments:

Global Heating Equipment Market by Product Type:

  • Heat Pump
  • Warm Air Furnace
  • Unitary Heaters
  • Space Heating Boilers
  • Others

Global Heating Equipment Market by Application:

  • Residential
  • Commercial
  • Industrial

Global Heating Equipment 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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