Recirculating Chillers Market

Recirculating Chillers Market Size by Type (Air-Cooled and Water-Cooled), By End-Use (Industrial, Medical, Scientific Research, and Others), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2024 to 2033

Base Year: 2023 Historical Data: 2020-22
  • Report ID: TBI-14337
  • Published Date: May, 2024
  • Pages: 238
  • Category: Machinery & Equipment
  • Format: PDF
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The global Recirculating Chillers market was valued at USD 5.4 billion in 2023 and growing at a CAGR of 7.5% from 2024 to 2033. The market is expected to reach USD 11.13 billion by 2033. Rapidly growing technological advancements in the global market and increasing pharmaceutical industry will potentially drive the growth of the Recirculating Chillers Market. Whereas, increased focus on Research & Developmental activities and increasing demand from industrial, manufacturing and chemical industries globally may drive the growth of the Recirculating Chillers Market in the period forecasted.

Market Introduction:

Recirculating chillers, also known as recirculating coolers, are closed-loop cooling systems utilized to cool equipment and machinery. They provide a consistent source of liquid coolant during clinical, laboratory, and industrial operations to maintain optimal temperature conditions. The evolution of automation and technology in these sectors has increased the utilization of equipment such as reservoirs and Thermo Scientific devices.

The heat generated by these machines must be effectively dissipated for efficient operation. Consequently, the adoption of automation and technological advancements is expected to propel market growth in the forecast period. Recirculating chillers find extensive application across the pharmaceutical industry, offering various models with differing cooling capacities, reservoir volumes, and achievable temperature ranges.

Their applications span chemical reaction control, laboratory automation, separation processes, and spectroscopy, reflecting their versatility and importance in diverse industrial and scientific settings.

Recirculating Chillers Market Size

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Recent Development
  • In 2021, Thermo Fisher Scientific Inc. introduced the NESLAB ThermoFlex Platform, a revolutionary series of recirculating chillers equipped with state-of-the-art digital controls, an intuitive display, and a self-diagnostic system, simplifying maintenance and issue resolution. With its expanded product range, users can anticipate heightened flexibility, reliability, and ease of use for their laboratory applications.
  • During 2020, Julabo GmbH expanded its product portfolio and market presence in France and other European regions through the acquisition of Kalstein France, a prominent distributor of scientific equipment.
  • Also in 2020, LAUDA-Brinkmann LP launched the Ultracool UC-3 series, a fresh line of recirculating chillers featuring a temperature range from -30°C to 150°C, compact construction, and low noise operation. This innovative product line aims to deliver precise temperature control and energy efficiency across a diverse range of applications.
  • In 2019, Temperature Control Systems (TCS) and Lytron Inc. formed a strategic partnership with the goal of providing customers with a comprehensive selection of premium recirculating chillers and temperature control solutions tailored specifically for industrial and laboratory environments.

Market Dynamics:

Drivers

Rapidly growing technological advancements in the global market– Recirculating chillers find extensive application across a myriad of sectors including pharmaceuticals, biotechnology, healthcare, industrial manufacturing, chemical processing, and research laboratories. The increasing demand for temperature-sensitive processes and equipment in these industries fuels the necessity for efficient cooling solutions. Ongoing technological advancements in the design and capabilities of recirculating chillers contribute to enhanced efficiency, improved temperature control, reduced environmental impact, and enhanced user interface.

Innovations such as smart controls, energy-efficient compressors, and integration with IoT (Internet of Things) for remote monitoring and control are gaining prominence. The pharmaceutical and biotechnology sectors, in particular, are experiencing rapid growth, demanding precise temperature control for various processes including drug development, testing, and storage. Recirculating chillers play a pivotal role in maintaining consistent temperatures crucial for preserving the integrity and efficacy of pharmaceutical products.

Restraints:

Increased operational and maintenance costs– The operational and maintenance expenses associated with recirculating chillers, including electricity consumption, routine servicing, repairs, and parts replacement, can accumulate over time. These high operational costs may present a challenge for users striving to adhere to budget constraints. Moreover, recirculating chillers may not be suitable for all applications, especially those necessitating extremely low or high temperatures beyond the capabilities of standard chillers. This limitation restricts their applicability in specialized industries or applications with unique cooling requirements.

The Recirculating Chillers Market is characterized by intense competition, with numerous manufacturers and suppliers offering a diverse array of products. This competitive landscape can precipitate price wars, diminish profit margins, and heighten pressure on companies to distinguish themselves through innovation and the incorporation of value-added features.

Opportunities:

Increased focus on Research & Developmental activities- The healthcare and life sciences sectors are experiencing global expansion, resulting in a heightened demand for precise temperature control in laboratories, medical equipment, and pharmaceutical storage. Recirculating chillers emerge as a critical solution for maintaining temperature stability, presenting a significant opportunity for market growth. Moreover, the escalating investments in research and development activities across diverse industries, including pharmaceuticals, biotechnology, and electronics, further bolster the prospects for the recirculating chillers market. These industries rely on precise temperature control for various processes and experiments.

The capacity to offer customized solutions tailored to specific applications, industries, or temperature requirements confers a competitive advantage. Manufacturers can leverage this by developing application-specific recirculating chillers that cater to the unique needs of different industries.

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 Recirculating Chillers market, accounting for 43% of the total market. Owing to increasing demand of Recirculating Chillers in the Healthcare, Pharmaceuticals and biotechnology industry in the region. Whereas North America exhibits the highest growth rate in the market owing to increasing investments in the Artificial Intelligence (AI) and Machine Learning (ML) in the region.

APAC Region Recirculating Chillers Market Share in 2023 - 43%

 

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Type Segment Analysis

In the forecast for 2023, the air-cooled segment is projected to dominate, capturing a substantial 54% share of the revenue. This preference is attributed to their suitability in environments where water is scarce or costly. Air-cooled chillers boast easier installation and maintenance, rendering them a cost-efficient solution for various applications. Moreover, their independence from water sources and complex plumbing enhances their portability, allowing for effortless relocation between sites.

Conversely, the water-cooled segment is anticipated to experience rapid revenue growth throughout the forecast period. Renowned for their efficiency and precise temperature control across diverse operating conditions, water-cooled chillers find favor in environments prioritizing noise and heat reduction, such as laboratories or medical facilities. However, their reliance on a continuous water source positions them as ideal solutions in regions abundant with water resources.

End-User Segment Analysis

During the projected period, the industrial sector is expected to command a significant share of the market, representing 44% of the total revenue in 2023. Recirculating chillers play a vital role in industrial operations, facilitating process cooling across diverse industries such as manufacturing, semiconductor production, and the food and beverage sector. These chillers are instrumental in cooling high-temperature fluids, maintaining equipment temperatures, and ensuring precise temperature control, thereby enhancing productivity and reducing operational downtime.

The Medical segment is forecasted to experience the most rapid revenue growth rate throughout the projected period. Recirculating chillers are indispensable in medical imaging equipment like Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) scanners, where they uphold optimal operating temperatures crucial for accurate image quality. Additionally, these chillers are utilized in blood banks and pharmaceutical manufacturing to store and transport temperature-sensitive products. The growing demand for advanced medical imaging equipment and the rising necessity for temperature-controlled product storage and transportation are expected to fuel the demand for recirculating chillers within the medical industry.

Some of the Key Market Players:
  • Thermo Fisher Scientific Inc
  • Julabo GmbH
  • LAUDA-Brinkmann LP
  • Lytron Inc
  • Huber USA Inc
  • Fractional Research Inc
  • Neslab Instruments Inc
  • Buchi Labortechnik AG
  • Cooling Technology Inc
  • Bruker Corporation

Report Description:

Attribute Description
Market Size Revenue (USD Billion)
Market size value in 2023 USD 5.4 Billion
Market size value in 2033 USD 11.13 Billion
CAGR (2024 to 2033) 7.5%
Historical data 2020-2022
Base Year 2023
Forecast 2024-2033
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 Type, End-User

Frequesntly Asked Questions

As per The Brainy Insights, the size of the recirculating chillers market was valued at USD 5.4 billion in 2023 to USD 11.13 billion by 2033.

The global recirculating chillers market is growing at a CAGR of 7.5% during the forecast period 2024-2033.

The Asia Pacific region emerged as the largest market for the recirculating chillers.

The rapidly growing technological advancements in the global market will influence the market's 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 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. Rapidly growing technological advancements in the global market
          5.2.2. Increasing pharmaceutical industry
    5.3. Restraints
          5.3.1. Increased operational and maintenance costs
    5.4. Opportunities
          5.4.1. Increased focus on Research & Developmental activities
          5.4.2. Increasing demand from industrial, manufacturing, and chemical industries globally
    5.5. Challenges
          5.5.1. Rapidly growing competition between market players

6. Global Recirculating Chillers Market Analysis and Forecast, By Type
    6.1. Segment Overview
    6.2. Air-Cooled
    6.3. Water-Cooled

7. Global Recirculating Chillers Market Analysis and Forecast, By End-User
    7.1. Segment Overview
    7.2. Industrial
    7.3. Medical
    7.4. Scientific Research
    7.5. Others

8. Global Recirculating Chillers 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 Recirculating Chillers Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in Global Recirculating Chillers 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. Thermo Fisher Scientific Inc
          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. Julabo 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. LAUDA-Brinkmann LP
          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. Lytron Inc
          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. Huber USA Inc
          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. Fractional Research 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. Neslab Instruments Inc
          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. Buchi Labortechnik AG
          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. Cooling Technology 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. Bruker Corporation
          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 Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

2. Global Air-Cooled, Recirculating Chillers Market, By Region, 2020-2033 (USD Billion) 

3. Global Water-Cooled, Recirculating Chillers Market, By Region, 2020-2033 (USD Billion)

4. Global Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

5. Global Industrial, Recirculating Chillers Market, By Region, 2020-2033 (USD Billion)

6. Global Medical, Recirculating Chillers Market, By Region, 2020-2033 (USD Billion)

7. Global Scientific Research, Recirculating Chillers Market, By Region, 2020-2033 (USD Billion)

8. Global Others, Recirculating Chillers Market, By Region, 2020-2033 (USD Billion)

9. Global Recirculating Chillers Market, By Region, 2020-2033 (USD Billion)

10. North America Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

11. North America Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

12. U.S. Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

13. U.S. Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

14. Canada Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

15. Canada Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

16. Mexico Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

17. Mexico Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

18. Europe Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

19. Europe Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

20. Germany Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

21. Germany Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

22. France Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

23. France Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

24. U.K. Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

25. U.K. Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

26. Italy Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

27. Italy Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

28. Spain Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

29. Spain Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

30. Asia Pacific Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

31. Asia Pacific Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

32. Japan Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

33. Japan Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

34. China Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

35. China Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

36. India Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

37. India Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

38. South America Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

39. South America Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

40. Brazil Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

41. Brazil Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

42. Middle East and Africa Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

43. Middle East and Africa Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

44. UAE Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

45. UAE Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

46. South Africa Recirculating Chillers Market, By Type, 2020-2033 (USD Billion)

47. South Africa Recirculating Chillers Market, By End-User, 2020-2033 (USD Billion)

List of Figures 

1. Global Recirculating Chillers Market Segmentation

2. Global Recirculating Chillers 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 Recirculating Chillers Market Attractiveness Analysis by Type

9. Global Recirculating Chillers Market Attractiveness Analysis by End-User

10. Global Recirculating Chillers Market Attractiveness Analysis by Region

11. Global Recirculating Chillers Market: Dynamics

12. Global Recirculating Chillers Market Share by Type (2023 & 2033)

13. Global Recirculating Chillers Market Share by End-User (2023 & 2033)

14. Global Recirculating Chillers Market Share by Regions (2023 & 2033)

15. Global Recirculating Chillers 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 recirculating chillers market based on below-mentioned segments:

Global Recirculating Chillers Market by Type:

  • Air-Cooled
  • Water-Cooled

Global Recirculating Chillers Market by End-Use:

  • Industrial
  • Medical
  • Scientific Research
  • Others

Global Recirculating Chillers 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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