Digital Therapeutic (DTx) Market by Application (Gastrointestinal Disorder, Smoking Cessation, Respiratory Disease, Central Nervous System Disease, Cardiovascular Disease, Obesity, Diabetes), Sales Channel (Business-to-Consumer, Business-to-Business), Region, Global Industry Analysis, Market Size, Share, Growth, Trends, and Forecast 2020 to 2027

  • Publish Date: Jun, 2020
  • Report ID: 418376
  • Category: Healthcare
  • Pages: 225
$4700

The global digital therapeutics (DTx) market is expected to grow from USD 3.01 billion in 2019 to USD 13.83 billion by 2027, at a CAGR of 21% during the forecast period 2020-2027.

Digital therapeutics (DTx) is used in evidence-based therapies by using software through mobile health applications. It replaces the traditional treatment of diseases. Digital therapeutic is mainly used in the treatment of chronic diseases, along with prevention and management. Digital therapeutic is based on a collection of digital data related to lifestyle and behavioural changes. Data is collected with digital methodology in order to track the progress and take preventive measures. It is supported by rigorous clinical evidence to consider a broad spectrum of behavioural, physical and mental conditions. The global digital therapeutics (DTx) market is driven by an increased adoption of tablets, smartphones and gadgets. Also, a rise in chronic diseases along with a rise in the cost of healthcare is generating the demand for digital therapeutics (DTx) market.

This study delivers a comprehensive analysis of applications, sales channels and regions.

The application segment includes gastrointestinal disorder, smoking cessation, respiratory disease, central nervous system disease, cardiovascular disease, obesity and diabetes. The obesity segment has the largest share in the digital therapeutics (DTx) market and is expected to show higher growth over the forecast period. It is due to an increased number of diseases related to obesity, along with an increased number of overweight people. Better accessibility of digital therapeutics results in maintaining proper diet and tracking physical activities. It also provides online assistance in the prevalence of obesity.

The sales channel segment includes business-to-consumer and business-to-business. Business-to-consumer is further divided into caregivers and patients. Business-to-business is further divided into Pharmaceutical Companies, Employers, Payers and Providers. The caregivers has mainly contributed to the growth of the business-to-consumer segment, and it is expected to show the highest growth in the forecast period. Better management of patients is done with the help of digital therapeutics, which results in supporting caregivers in healthcare systems.

The market has been divided into North America, Europe, Asia-Pacific, Middle East & Africa, and South America. North-America has the largest share of digital therapeutics (DTx) market due to rise in the chronic diseases, increase in geriatric population, availability of sophisticated reimbursement structure and increase in demand for portable & wireless systems. The influx of start-ups are also contributing in the growth of the market.

Some of the notable players in the digital therapeutics (DTx) market are Livongo Health, WellDoc, Proteus Digital Health, Akili Interactive Labs, Happify, Mango Health, Canary Health, Cognoa, Mindstrong Health, Ginger, Noom, Pear Therapeutics, Better Therapeutics, Click Therapeutics, Ayogo Health, Omada Health, Propeller Health, Kaia Health, Wellthy Therapeutics and 2Morrow. Omada Health is hugely investing in digital therapeutics to enhance its solution in digital pre-diabetes field. Company is also investing in research and developments in the area of digital healthcare programs. Omada has also launched the mHealth Platform for depression and anxiety.

This study forecasts revenue growth at global, regional, and country levels from 2020 to 2027. Fior Markets has segmented the market based on below-mentioned segments:

Global Digital Therapeutic (DTx) Market Analysis And Forecast, By Application

  • Gastrointestinal Disorder
  • Smoking Cessation
  • Respiratory Disease
  • Central Nervous System Disease
  • Cardiovascular Disease
  • Obesity
  • Diabetes

Global Digital Therapeutic (DTx) Market Analysis And Forecast, By Sales Channel

  • Business-to-Consumer
  • Business-to-Business

Global Digital Therapeutic (DTx) Market Analysis And Forecast, By Regional Analysis

  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • Sweden
    • Netherland
    • U.K.
    • Italy
    • Spain
    • Turkey
    • Switzerland
    • Belgium
    • Rest of Europe
  • Asia-Pacific
    • Japan
    • China
    • India
    • South Korea
    • Australia
    • Singapore
    • Malaysia
    • Thailand
    • Indonesia
    • Philippines
    • Rest of APAC
  • South America
    • Brazil
    • Argentina
    • Peru
    • Colombia
    • Rest of South America
  • Middle East And Africa
    •  UAE
    •  Saudi Arabia
    •  Egypt
    •  Nigeria
    •  South Africa
    • Rest of MEA

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 Application
          4.3.2. Market Attractiveness Analysis By Sales Channel
          4.3.3. Market Attractiveness Analysis By Region
    4.4. Industry Trends
5. Market Dynamics
    5.1. Market Evaluation
    5.2. Drivers
    5.3. Restraints
    5.4. Opportunities
    5.5. Challenges
6. Global Digital Therapeutic (DTx) Market Analysis and Forecast, By Application
    6.1. Segment Overview
    6.2. Gastrointestinal Disorder
    6.3. Smoking Cessation
    6.4. Respiratory Disease
    6.5. Central Nervous System Disease
    6.6. Cardiovascular Disease
    6.7. Obesity
    6.8. Diabetes
7. Global Digital Therapeutic (DTx) Market Analysis and Forecast, By Sales Channel
    7.1. Segment Overview
    7.2. Business-to-Consumer
    7.3. Business-to-Business
8. Global Digital Therapeutic (DTx) 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 Digital Therapeutic (DTx) Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in Global Digital Therapeutic (DTx) 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. Livongo Health
          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. WellDoc
          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. Proteus Digital Health
          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. Akili Interactive Labs
          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. Happify
          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. Mango Health
          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. Canary Health
          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. Cognoa
          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. Mindstrong Health
          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. Ginger
          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
    10.11. Noom
          10.11.1. Business Overview
          10.11.2. Company Snapshot
          10.11.3. Company Market Share Analysis
          10.11.4. Company Product Portfolio
          10.11.5. Recent Developments
          10.11.6. SWOT Analysis
    10.12. Pear Therapeutics
          10.12.1. Business Overview
          10.12.2. Company Snapshot
          10.12.3. Company Market Share Analysis
          10.12.4. Company Product Portfolio
          10.12.5. Recent Developments
          10.12.6. SWOT Analysis
    10.13. Better Therapeutics
          10.13.1. Business Overview
          10.13.2. Company Snapshot
          10.13.3. Company Market Share Analysis
          10.13.4. Company Product Portfolio
          10.13.5. Recent Developments
          10.13.6. SWOT Analysis
    10.14. Click Therapeutics
          10.14.1. Business Overview
          10.14.2. Company Snapshot
          10.14.3. Company Market Share Analysis
          10.14.4. Company Product Portfolio
          10.14.5. Recent Developments
          10.14.6. SWOT Analysis
    10.15. Ayogo Health
          10.15.1. Business Overview
          10.15.2. Company Snapshot
          10.15.3. Company Market Share Analysis
          10.15.4. Company Product Portfolio
          10.15.5. Recent Developments
          10.15.6. SWOT Analysis
    10.16. Omada Health
          10.16.1. Business Overview
          10.16.2. Company Snapshot
          10.16.3. Company Market Share Analysis
          10.16.4. Company Product Portfolio
          10.16.5. Recent Developments
          10.16.6. SWOT Analysis
    10.17. Propeller Health
          10.17.1. Business Overview
          10.17.2. Company Snapshot
          10.17.3. Company Market Share Analysis
          10.17.4. Company Product Portfolio
          10.17.5. Recent Developments
          10.17.6. SWOT Analysis
    10.18. Kaia Health
          10.18.1. Business Overview
          10.18.2. Company Snapshot
          10.18.3. Company Market Share Analysis
          10.18.4. Company Product Portfolio
          10.18.5. Recent Developments
          10.18.6. SWOT Analysis
    10.19. Wellthy Therapeutics
          10.19.1. Business Overview
          10.19.2. Company Snapshot
          10.19.3. Company Market Share Analysis
          10.19.4. Company Product Portfolio
          10.19.5. Recent Developments
          10.19.6. SWOT Analysis
    10.20. 2Morrow
          10.20.1. Business Overview
          10.20.2. Company Snapshot
          10.20.3. Company Market Share Analysis
          10.20.4. Company Product Portfolio
          10.20.5. Recent Developments
          10.20.6. SWOT Analysis

List of Table

1. Global Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

2. Global Gastrointestinal Disorder In Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

3. Global Smoking Cessation In Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

4. Global Respiratory Disease In Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

5. Global Central Nervous System Disease In Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

6. Global Cardiovascular Disease In Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

7. Global Obesity In Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

8. Global Diabetes In Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

9. Global Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

10. Global Business-to-Consumer, Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

11. Global Business-to-Business, Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

12. Global Digital Therapeutic (DTx) Market, By Region, 2017–2027(USD Billion)

13. Global Digital Therapeutic (DTx) Market, By North America, 2017–2027(USD Billion)

14. North America Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

15. North America Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

16. U.S. Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

17. U.S. Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

18. Canada Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

19. Canada Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

20. Mexico Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

21. Mexico Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

22. Europe Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

23. Europe Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

24. Germany Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

25. Germany Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

26. France Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

27. France Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

28. U.K. Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

29. U.K. Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

30. Italy Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

31. Italy Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

32. Spain Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

33. Spain Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

34. Asia Pacific Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

35. Asia Pacific Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

36. Japan Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

37. Japan Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

38. China Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

39. China Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

40. India Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

41. India Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

42. South America Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

43. South America Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

44. Brazil Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

45. Brazil Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

46. Middle East and Africa Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

47. Middle East and Africa Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

48. UAE Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

49. UAE Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

50. South Africa Digital Therapeutic (DTx) Market, By Application, 2017–2027(USD Billion)

51. South Africa Digital Therapeutic (DTx) Market, By Sales Channel, 2017–2027(USD Billion)

 

List of Figures 

1. Global Digital Therapeutic (DTx) Market Segmentation

2. Digital Therapeutic (DTx) 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 Digital Therapeutic (DTx) Market Attractiveness Analysis By Application

9. Global Digital Therapeutic (DTx) Market Attractiveness Analysis By Sales Channel

10. Global Digital Therapeutic (DTx) Market Attractiveness Analysis By Region

11. Global Digital Therapeutic (DTx) Market: Dynamics

12. Global Digital Therapeutic (DTx) Market Share By Application (2019 & 2027)

13. Global Digital Therapeutic (DTx) Market Share By Sales Channel (2019 & 2027)

14. Global Digital Therapeutic (DTx) Market Share by Regions (2019 & 2027)

15. Global Digital Therapeutic (DTx) Market Share by Company (2019)

Research Methodology

Market research is a method of gathering, assessing and deducing data & information about a particular market. Market research is very crucial in these days. The techniques analyze about how a product/service can be offered to the market to its end-customers, observe the impact of that product/service based on the past customer experiences, and cater their needs and demands. Owing to the successful business ventures, accurate, relevant and thorough information is the base for all the organizations because market research report/study offers specific market related data & information about the industry growth prospects, perspective of the existing customers, and the overall market scenario prevailed in past, ongoing present and developing future. It allows the stakeholders and investors to determine the probability of a business before committing substantial resources to the venture. Market research helps in solving the marketing issues challenges that a business will most likely face.

Market research is valuable because of the following reasons:

  • Market research helps businesses strengthen a company’s position
  • Market research helps in minimizing the investment risks associated with the businesses in any industry vertical
  • Market research helps in identifying the potential threats and opportunities associated with the business industry
  • Market research aids in spotting the emerging trends and facilitates strategic planning in order to stay ahead in the competition

Our research report features both the aspects; qualitative and quantitative. Qualitative part provides insights about the market driving forces, potential opportunities, customer’s demands and requirement which in turn help the companies to come up with new strategies in order to survive in the long run competition. The quantitative segment offers the most credible information related to the industry. Based on the data gathering, we use to derive the market size and estimate their future growth prospects on the basis of global, region and country.

Our market research process involves with the four specific stages.

  • Data Collection
  • Data Synthesis
  • Market Deduction & Formulation
  • Data Screening & Validation

Data Collection: This stage of the market research process involves with the gathering and collecting of the market/industry related data from the sources. There are basically two types of research methods:

  • Primary Research: By conducting primary research, it involves with the two types of data gathering; exploratory and specific. Exploratory data is open-ended and helps us to define a particular problem involving surveys, and pilot study to the specific consumer group, knowing their needs and wants catering to the industry related product/service offering. Explanatory data gathering follows with the bit of unstructured way. Our analyst group leads the study by focusing on the key crowd, in this manner picking up bits of knowledge from them. In light of the points of view of the clients, this data is used to plan advertise techniques. In addition, showcase overviews causes us to comprehend the current scenario of the business. Specific data gathering on the hand, involves with the more structured and formal way. The primary research usually includes in telephonic conversations, E-mail collaborations and up close and personal meetings/interviews with the raw material suppliers, industrial wholesalers, and independent consultants/specialists. The interviews that we conduct offers important information on showcase size and industry development patterns. Our company likewise conducts interviews with the different business specialists so as to increase generally bits of knowledge of the business/showcase.
  • Secondary Research: The secondary research incorporates with the data gathering from the non-profit associations and organizations, for example, World bank, WHO, investor relations and their presentations, statistical databases, yearly(annual reports) reports, national government records, factual databases, websites, articles, white papers, press releases, blogs and others. From the annual report, we deduce an organization's income/revenue generation to comprehend the key product segment related to the market. We examine the organization sites and implement product mapping strategy which is significant for determining the segment revenue. In the product mapping technique, we choose and categorize the products offered by the companies catering to the industry specific market, derive the segment revenue for each of the organizations to get the market estimation. We also gather data & Information based on the supply and demand side of the value chain involved with the domain specific market. The supply side denotes the distributors, wholesalers, suppliers and the demand side denotes the end-consumers/customers of the value chain. The supply side of the market is analyzed by examining the product growth across industry in each of the region followed by its pricing analysis. The demand side is analyzed by the evaluating the penetration level and adoption rates of the product by referring to the historical/past data, examine the present usage and forecasting the future trends. 
  • Purchased Database: Our purchased data provides insights about the key market players/companies along with their financial analysis. Additionally, our data base also includes market related information. 
    • We also have the agreements with various reputed data providers, consultants and third party vendors who provide information which are not limited to:
      • Export & Import Data
      • Business Information related to trade and its statistics
      • Penetration level of a particular product/service based on geography mainly focusing on the unmet prerequisites of the customers.
  • In-house Library: Apart from these third-party sources, we have our in-house library of quantitative and qualitative data & 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, internal audit reports, historic databases, archives and journal publications. Sometimes there are instances where there is no metadata or raw data available for any domain specific market. For those particular cases, we utilize our expertise to forecast and estimate the market size in order to generate comprehensive data sets. Our analyst team adopts a robust research technique in order to deduce the market size and its estimates:
  • Examining demographic along with psychographic segmentation for market evaluation
  • Analyzing the macro and micro-economic indicators for each demography
  • Evaluating the current industry trends popular in the market.

Data Synthesis: This stage includes the evaluation and assessment of all the data acquired from the primary and secondary research. It likewise includes in evaluating the information for any disparity watched while information gathering identified with the market. The data & information is gathered with consideration to the heterogeneity of sources. Scientific and statistical methods are implemented for synthesizing dissimilar information sets and provide the relevant data which is fundamental for formulating strategies. Our organization has broad involvement with information amalgamation where the information goes through different stages:

  • Information Screening: Information screening is the way toward examining information/data gathered from the sources for errors/mistakes and amending it before data integration process. The screening includes in looking at raw information, identifying and distinguishing mistakes and managing missing information. The reason for the information screening is to ensure information is effectively entered or not. Our organization utilizes objective and precise information screening grades through repetitive quality checks.
  • Data Integration: The data integration method involves with the incorporation of numerous information streams. The data streams is important so as to deliver investigate examines that give overall market scenario to the investors. These information streams originate from different research contemplates and our in house database. After the screening of the information, our analysts conduct efficient integration of the data streams, optimizing connections between integrated surveys and syndicated data sources. There are two research approaches that we follow so as to coordinate our information; top down methodology and bottom up methodology. 
    • Top-down analysis generally refers to using broad factors as a basis for decision making. The top-down approach helps in identifying the overall market scenario along with the external and internal factors effecting the market growth.
    • The bottom-up approach takes a completely different approach. Generally, the bottom-up approach focuses its analysis on micro attributes and specific characteristics of the domain specific market.

Market Formulation & Deduction: The last stage includes assigning the data & information in a suitable way in order to derive market size. Analyst reviews and domain based opinions based on holistic approach of market estimation combined with industry investigation additionally features a crucial role in this stage.

This stage includes with the finalization of the market size and numbers that we have gathered from primary and secondary research. With the data & information addition, we ensure that there is no gap in the market information. Market trend analysis is finished by our analysts by utilizing data extrapolation procedures, which give the most ideal figures to the market.

Data Validation: Validation is the most crucial step in the process. Validation & re-validation through scientifically designed technique and process that helps us finalize data-points to be used for final calculations. This stage also involves with the data triangulation process. Data triangulation generally implicates the cross validation and matching the data which has been collected from primary and secondary research methods.

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