In Vitro Toxicology Market by Technology (OMICS Technology, Molecular Imaging, High Throughput Technology, Cell Culture Technology), Application (Dermal Toxicity, Phototoxicity Testing, Organ Toxicity, Ocular Toxicity, Cytotoxicity Testing, Genotoxicity Testing, Skin Irritation, Sensitization, Corrosion, ADME), Region, Global Industry Analysis, Market Size, Share, Growth, Trends, and Forecast 2020 to 2027

  • Publish Date: May, 2020
  • Report ID: 418074
  • Category: Healthcare
  • Pages: 221
$4700

The global in vitro toxicology market is expected to grow from USD 15.30 billion in 2019 to USD 30.93 billion by 2027, at a CAGR of 9.2% during the forecast period 2020-2027.

In vitro toxicology is used in scientific analysis mainly in analyzing the toxic chemical substance and its effect on cultured bacteria. It is used to check the lack of poisonous properties and identify hazardous chemicals. It is also beneficial in the development of food additives, agricultural chemicals and therapeutic drugs. In vitro toxicology is cost-effective, time-effective and more useful than In vivo toxicology. The in vitro toxicology market is driven by increased research and development, technological innovations and advancements and opposition to animal testing. Also, rapid advances in the biomedical field, advanced in-vitro test as well as improvements in epigenetics, computational toxicology and bioinformatics are contributing factors in the growth of the market.

This study delivers a comprehensive analysis of technologies, applications and regions. The technology segment includes OMICS technology, molecular imaging, high throughput technology and cell culture technology. The cell culture segment has the largest share in the in-vitro toxicology market. It is due to the capability of mimicking in vivo conditions and preferred technique to test toxicity. It is widely used in laboratories to decipher the necessary toxicity screening. Cell culture is easy to use as well as affordable. The application segment includes dermal toxicity, phototoxicity testing, organ toxicity, ocular toxicity, cytotoxicity testing, genotoxicity testing, skin irritation, sensitization, corrosion and ADME. Organ toxicity is beneficial in the screening of potential drug targets in the drug development. The organ toxicity segment is expected to show the highest growth over the forecast period due to an increased focus on consumer-product safety and drug safety.

The market has been divided into North America, Europe, Asia-Pacific, Middle East & Africa, and South America. Asia Pacific is expected to show the highest growth in the in-vitro toxicology market. It is due to increased consumer awareness of product safety, pharmaceutical drug pipeline, opposition to animal testing and the emergence of CROs.

Some of the notable players in the in vitro toxicology market are Covance, GE Healthcare, Merck KGaA, Catalent Inc., SGS SA, Promega Corporation, BioIVT, Thermo Fisher Scientific Inc., Bio-Rad Laboratories Inc., Eurofins Scientific SE, Charles River Laboratories International Inc., Cyprotex, QIAGEN N.V., Gentronix Limited, MB Research Laboratories. Merck has a strong global presence and is focusing more on expansions to increase its customer base. To supply its product, Merck has opened life science centres across the globe. Targeted acquisitions is also an essential strategy for Merck.

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 In Vitro Toxicology Market Analysis And Forecast, By Technology

  • OMICS Technology
  • Molecular Imaging
  • High Throughput Technology
  • Cell Culture Technology

Global In Vitro Toxicology Market Analysis And Forecast, By Application

  • Dermal Toxicity
  • Phototoxicity Testing
  • Organ Toxicity
  • Ocular Toxicity
  • Cytotoxicity Testing
  • Genotoxicity Testing
  • Skin Irritation
  • Sensitization
  • Corrosion
  • ADME

Global In Vitro Toxicology Market Analysis And Forecast, By Regional Analysis

  • North America
    • US.
    • 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

 

 Report Description:

  • The base year for the study has been considered 2019, historic year 2017 and 2018, the forecast period considered is from 2020 to 2027.
  • The study delivers a comprehensive analysis of global market for all segments and region.
  • The report offers in-depth analysis of driving factors, opportunities and restraints for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2020 to 2027.
  • Porter’s Five Forces model is used in order to recognize the competitive scenario in the market. This report incorporates the industry analysis which is focused on providing an extensive view of the market.
  • The study also includes attractiveness analysis of all segments and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunist for understanding the future growth of the market.
  • The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews, product offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.

The market estimates have been evaluated by considering the effect of different political, economic, social, technological and legal factors which are based on our extensive secondary research, primary research, and in-house databases.

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 Technology
          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
    5.3. Restrains
    5.4. Opportunities
    5.5. Challenges

6. Global In Vitro Toxicology Market Analysis and Forecast, By Technology
    6.1. Segment Overview
    6.2. OMICS Technology
    6.3. Molecular Imaging
    6.4. High Throughput Technology
    6.5. Cell Culture Technology

7. Global In Vitro Toxicology Market Analysis and Forecast, By Application
    7.1. Segment Overview
    7.2. Dermal Toxicity
    7.3. Phototoxicity Testing
    7.4. Organ Toxicity
    7.5. Ocular Toxicity
    7.6. Cytotoxicity Testing
    7.7. Genotoxicity Testing
    7.8. Skin Irritation
    7.9. Sensitization
    7.10. Corrosion
    7.11. ADME

8. Global In Vitro Toxicology 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 In Vitro Toxicology Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in Global In Vitro Toxicology 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. Covance
          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. GE Healthcare
          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. Merck KGaA
          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. Catalent 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. SGS SA
          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. Promega Corporation
          10.6.1. Business Overview
          10.6.2. Company Snapshot
          10.6.3. Company Market Share Analysis
          10.6.4. Company Product Portfolio
          10.6.5. Recent Developments
          10.6.6. SWOT Analysis
    10.7. BioIVT
          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. Thermo Fisher Scientific Inc.
          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. Bio-Rad Laboratories 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. Eurofins Scientific SE
          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. Charles River Laboratories International Inc.
          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. Cyprotex
          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. QIAGEN N.V.
          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. Gentronix Limited
          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. MB Research Laboratories
          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

List of Table

1. Global In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

2. Global OMICS Technology In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

3. Global Molecular Imaging In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

4. Global High Throughput Technology In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

5. Global Cell Culture Technology In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

6. Global In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

7. Global Dermal Toxicity In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

8. Global Phototoxicity Testing In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

9. Global Organ Toxicity In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

10. Global Ocular Toxicity In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

11. Global Cytotoxicity Testing In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

12. Global Genotoxicity Testing In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

13. Global Skin Irritation In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

14. Global Sensitization In Vitro Toxicology Market, By Region, 2017–2027(USD Billion) 

15. Global Corrosion In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

16. Global ADME In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

17. Global In Vitro Toxicology Market, By Region, 2017–2027(USD Billion)  

18. Global In Vitro Toxicology Market, By North America, 2017–2027(USD Billion)  

19. North America In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

20. North America In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

21. U.S. In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

22. U.S. In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

23. Canada In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

24. Canada In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

25. Mexico In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

26. Mexico In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

27. Europe In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

28. Europe In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

29. Germany In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

30. Germany In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

31. France In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

32. France In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

33. U.K. In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

34. U.K. In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

35. Italy In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

36. Italy In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

37. Spain In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

38. Spain In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

39. Asia Pacific In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

40. Asia Pacific In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

41. Japan In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

42. Japan In Vitro Toxicology Market, By End Use Industry, 2017–2027(USD Billion)  

43. China In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

44. China In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

45. India In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

46. India In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

47. South America In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

48. South America In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

49. Brazil In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

50. Brazil In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

51. Middle East and Africa In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

52. Middle East and Africa In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

53. UAE In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

54. UAE In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

55. South Africa In Vitro Toxicology Market, By Technology, 2017–2027(USD Billion)  

56. South Africa In Vitro Toxicology Market, By Application, 2017–2027(USD Billion)  

List of Figures 

1. Global In Vitro Toxicology Market Segmentation

2. In Vitro Toxicology 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 In Vitro Toxicology Market Attractiveness Analysis By Technology

9. Global In Vitro Toxicology Market Attractiveness Analysis By Application

10. Global In Vitro Toxicology Market Attractiveness Analysis By Region

11. Global In Vitro Toxicology Market: Dynamics

12. Global In Vitro Toxicology Market Share By Technology (2019 & 2027)

13. Global In Vitro Toxicology Market Share By Application (2019 & 2027)

14. Global In Vitro Toxicology Market Share by Regions (2019 & 2027)

15. Global In Vitro Toxicology 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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