Global Sodium Chlorate Market by Form (Crystalline and Solution), Application (Dye, Leather Tanning, Mining, Pulp and Paper, Water Treatment and Others), Region, Global Industry Analysis, Market Size, Share, Growth, Trends, and Forecast 2023 to 2032

$4700

The sodium chlorate market is projected to increase from USD 4,208.61 million in 2022 to USD 6881.54 million by 2032, at a CAGR of 5.04% over the forecast period 2023-2032.

Sodium chlorate is an inorganic compound produced by the electrolysis of brine. Sodium chlorate is white/off-white, odourless and highly soluble in water. Sodium chlorate is also flammable in its pure form but releases oxygen during decomposition. The use of sodium chlorate increased in niche applications such as producing oxidizing candles for aircraft and submarines. Sodium chlorate is also used as a metal surface treatment in the electronics, automotive, cosmetics, dyes, leather, and pharmaceutical industries. It is widely used as a herbicide in agriculture owing to its oxidizing properties. In addition, it is an environment-friendly bleaching agent.

The growing need for wood pulp in manufacturing kraft paper and the increasing need for sodium chlorate in the dye industry, leather and tanning industries are the major factors driving the sodium chlorate market. The rising use of sodium chlorate in explosives and mining activities and the aggressive development of the agricultural industry are anticipated to drive the market's growth. Besides, the easy availability of alternatives such as hydrogen peroxide and ozone that can be used to bleach paper and pulp is anticipated to hinder the growth of the sodium chlorate market. Additionally, the government has strict regulations regarding using sodium chlorate due to its harmful environmental and health effects.

This report provides a complete analysis of form, application, and region. The form segment is classified into crystalline and solution. The crystalline form segment held the leading market share in 2022 owing to its use in various industrial applications of sodium chlorate in crystalline form. The crystalline sodium chlorate is primarily used in producing herbicides and the bleaching procedure. The application segment is divided into dye, leather tanning, mining, pulp and paper, water treatment and others. The pulp and paper segment dominated the market in 2022. Chlorine dioxide is extensively utilized as a bleaching agent to manufacture high-quality, environmentally friendly white paper. Hence, the sodium chlorate market will see significant demand in the pulp and paper industry over the forecast period. The trend of manufacturing paper using green technology will likely increase the demand for sodium chlorate as a bleaching agent in the coming years.

The Asia Pacific region registered the highest market share in 2022 and is anticipated to capture a significant market share over the forecast period. The mining and pulp & paper industry in the Asia Pacific region is expected to grow significantly in the coming years. China is anticipated to guide the market in the region owing to the rising need from the country's pulp and paper industry. The sodium chlorate market in South America is expected to develop significantly during the forecast period due to the region's rapid pulp and paper industry growth. Moreover, the Middle East and Africa (MEA) market is anticipated to grow slowly over the forecast period.

Key market players in the sodium chlorate market are Arkema, Annexe Chem, American Elements, A. B. Enterprises, ALDON Corporation, B. Enterprises, ChemTrade, Chemfab Alkalis Limited, ERCO Worldwide, GFS Chemicals, H. K. Group, Kemira Oyj, Mil-Spec Industries, Nouryon, Petrochem, Shree Chlorates, Spectrum chemicals and Tronox among others.

Sodium Chlorate Market Analysis and Forecast, Form

  • Crystalline
  • Solution

Sodium Chlorate Market Analysis and Forecast, Application

  • Dye
  • Leather Tanning
  • Mining
  • Pulp and Paper
  • Water Treatment
  • Others

Sodium Chlorate Market Analysis and Forecast, Region

  • 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

Report Description:

  • The base year for the study has been considered 2022, the historic year 2019 to 2021, and the forecast period considered is from 2023 to 2032.
  • The study delivers a comprehensive global market analysis for all segments and regions.
  • The report offers an in-depth analysis of driving factors, opportunities, and restraints for gaining key insight into the market. The report emphasizes all the key trends that play a vital role in the enlargement of the market from 2023 to 2032.
  • Porter's Five Forces model is used to recognize the competitive scenario in the market. This report incorporates the industry analysis, providing an extensive market view.
  • The study also includes an attractiveness analysis of all segments and regions, benchmarked based on their market size, growth rate, and attractiveness in terms of present and future opportunists for understanding the market's future growth.
  • The report provides a company profile of the key players operating in the market and a comparative analysis based on their business overviews, product offerings, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint ventures, 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 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 Form
          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. Rising paper and pulp industry
    5.3. Restraints
          5.3.1. Easy availability of alternatives
    5.4. Opportunities
          5.4.1. Increasing demand for superior-quality packaging paper, tissue paper, and craft paper
    5.5. Challenges
          5.5.1. Government strict regulations
6. Global Sodium Chlorate Market Analysis and Forecast, By Form
    6.1. Segment Overview
    6.2. Crystalline
    6.3. Solution
7. Global Sodium Chlorate Market Analysis and Forecast, By Application
    7.1. Segment Overview
    7.2. Dye
    7.3. Leather Tanning
    7.4. Mining
    7.5. Pulp and Paper
    7.6. Water Treatment
    7.7. Others
8. Global Sodium Chlorate 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 Sodium Chlorate Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in the Sodium Chlorate 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. Arkema
          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. Annexe Chem
          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. American Elements
          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. A. B. Enterprises
          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. ALDON Corporation
          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. B. Enterprises
          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. ChemTrade
          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. Chemfab Alkalis Limited
          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. ERCO Worldwide
          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. GFS Chemicals
          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. H. K. Group
          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. Kemira Oyj
          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. Mil-Spec Industries
          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. Nouryon
          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. Petrochem
          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. Shree Chlorates
          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. Spectrum chemicals
          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. Tronox
          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

List of Table

1. Global Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

2. Global Crystalline Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

3. Global Solution Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

4. Global Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

5. Global Dye Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

6. Global Leather Tanning Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

7. Global Mining Diagnostics Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

8. Global Pulp and Paper Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

9. Global Water Treatment Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

10. Global Others Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

11. Global Sodium Chlorate Market, By Region, 2019-2032 (USD Million) (K Tons)

12. North America Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

13. North America Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

14. U.S. Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

15. U.S. Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

16. Canada Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

17. Canada Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

18. Mexico Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

19. Mexico Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

20. Europe Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

21. Europe Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

22. Germany Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

23. Germany Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

24. France Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

25. France Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

26. U.K. Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

27. U.K. Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

28. Italy Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

29. Italy Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

30. Spain Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

31. Spain Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

32. Asia Pacific Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

33. Asia Pacific Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

34. Japan Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

35. Japan Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

36. China Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

37. China Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

38. India Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

39. India Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

40. South America Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

41. South America Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

42. Brazil Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

43. Brazil Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

44. Middle East and Africa Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

45. Middle East and Africa Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

46. UAE Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

47. UAE Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

48. South Africa Sodium Chlorate Market, By Form, 2019-2032 (USD Million) (K Tons)

49. South Africa Sodium Chlorate Market, By Application, 2019-2032 (USD Million) (K Tons)

List of Figures 

1. Global Sodium Chlorate Market Segmentation

2. Sodium Chlorate 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 Sodium Chlorate Market Attractiveness Analysis by Form

9. Global Sodium Chlorate Market Attractiveness Analysis by Application

10. Global Sodium Chlorate Market Attractiveness Analysis by Region

11. Global Sodium Chlorate Market: Dynamics

12. Global Sodium Chlorate Market Share by Form (2023 & 2032)

13. Global Sodium Chlorate Market Share by Application (2023 & 2032)

14. Global Sodium Chlorate Market Share by Regions (2023 & 2032)

15. Global Sodium Chlorate Market Share by Company (2022)

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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