Global Rivaroxaban Market 2021 by Manufacturers, Regions, Type and Application, Forecast to 2026

  • receipt Report ID : 166657
  • calendar_today Published On: Feb, 2021
  • file_copy Pages: 156
  • list Pharmaceuticals and Healthcare
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The Rivaroxaban market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.

According to our latest research, the global Rivaroxaban size is estimated to be xx million in 2021 from USD 7738.2 million in 2020, with a change of XX% between 2020 and 2021. The global Rivaroxaban market size is expected to grow at a CAGR of 7.8% for the next five years.

Market segmentation

Rivaroxaban market is split by Type and by Application. For the period 2016-2026, the growth among segments provide accurate calculations and forecasts for sales by Type and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type, covers

2.5 mg

10 mg

15 mg

20 mg

Market segment by Application can be divided into

Acute Coronary Syndrome (ACS)

Venous Thromboembolism (VTE)

The key market players for global Rivaroxaban market are listed below:

Bayer

J&J

Market segment by Region, regional analysis covers

North America (United States, Canada and Mexico)

Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)

Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)

South America (Brazil, Argentina, Colombia, and Rest of South America)

Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)

The content of the study subjects, includes a total of 14 chapters:

Chapter 1, to describe Rivaroxaban product scope, market overview, market opportunities, market driving force and market risks.

Chapter 2, to profile the top manufacturers of Rivaroxaban, with price, sales, revenue and global market share of Rivaroxaban in 2018 and 2019.

Chapter 3, the Rivaroxaban competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.

Chapter 4, the Rivaroxaban breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2015 to 2020.

Chapter 5 and 6, to segment the sales by type and application, with sales market share and growth rate by type, application, from 2015 to 2020.

Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales, revenue and market share for key countries in the world, from 2016 to 2021.and Rivaroxaban market forecast, by regions, type and application, with sales and revenue, from 2021 to 2026.

Chapter 12, 13 and 14, to describe Rivaroxaban sales channel, distributors, customers, research findings and conclusion, appendix and data source.

Frequently Asked Questions

The base year for the study has been considered 2019, historic year 2014 and 2018, the forecast period considered is from 2020 to 2027. The regions analyzed for the market include North America, Europe, South America, Asia Pacific, and Middle East and Africa. These regions are further analyzed at the country-level. The study also includes attractiveness analysis of type, application and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunity for understanding the future growth of the market.

Market is segmented on the basis:

  • By Type
  • By Application
  • By Region
  • By Country
  • By Manufacturer

The report offers in-depth analysis of driving factors, opportunities, restraints, and challenges 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 2019 to 2026.

The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews industry offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.

1 Market Overview

1.1 Rivaroxaban Introduction

1.2 Market Analysis by Type

1.2.1 Overview: Global Rivaroxaban Revenue by Type: 2019 Versus 2021 Versus 2026

1.2.2 2.5 mg

1.2.3 10 mg

1.2.4 15 mg

1.2.5 20 mg

1.3 Market Analysis by Application

1.3.1 Overview: Global Rivaroxaban Revenue by Application: 2019 Versus 2021 Versus 2026

1.3.2 Acute Coronary Syndrome (ACS)

1.3.3 Venous Thromboembolism (VTE)

1.4 Global Rivaroxaban Market Size & Forecast

1.4.1 Global Rivaroxaban Sales in Value (2016-2026))

1.4.2 Global Rivaroxaban Sales in Volume (2016-2026)

1.4.3 Global Rivaroxaban Price by Type (2016-2026) & (USD/Unit)

1.5 Global Rivaroxaban Production Capacity Analysis

1.5.1 Global Rivaroxaban Total Production Capacity (2016-2026)

1.5.2 Global Rivaroxaban Production Capacity by Geographic Region

1.6 Market Drivers, Restraints and Trends

1.6.1 Rivaroxaban Market Drivers

1.6.2 Rivaroxaban Market Restraints

1.6.3 Rivaroxaban Trends Analysis

2 Manufacturers Profiles

2.1 Bayer

2.1.1 Bayer Details

2.1.2 Bayer Major Business

2.1.3 Bayer Rivaroxaban Product and Services

2.1.4 Bayer Rivaroxaban Sales, Price, Revenue, Gross Margin and Market Share (2019-2021)

2.2 J&J

2.2.1 J&J Details

2.2.2 J&J Major Business

2.2.3 J&J Rivaroxaban Product and Services

2.2.4 J&J Rivaroxaban Sales, Price, Revenue, Gross Margin and Market Share (2019-2021)

3 Rivaroxaban Sales by Manufacturer

3.1 Global Rivaroxaban Sales in Volume by Manufacturer (2019-2021e)

3.2 Global Rivaroxaban Revenue by Manufacturer (2019-2021e)

3.3 Key Manufacturer Market Position in Rivaroxaban

3.4 Market Concentration Rate

3.4.1 Top 3 Rivaroxaban Manufacturer Market Share

3.4.2 Top 6 Rivaroxaban Manufacturer Market Share

3.5 Global Rivaroxaban Production Capacity by Company

3.6 Manufacturer by Geography: Head Office and Rivaroxaban Production Site

3.7 New Entrant and Capacity Expansion Plans

3.8 Mergers & Acquisitions

4 Market Analysis by Region

4.1 Global Rivaroxaban Market Size by Region

4.1.1 Global Rivaroxaban Sales in Volume by Region (2016-2026)

4.1.2 Global Rivaroxaban Revenue by Region (2016-2026)

4.2 North America Rivaroxaban Revenue (2016-2026)

4.3 Europe Rivaroxaban Revenue (2016-2026)

4.4 Asia-Pacific Rivaroxaban Revenue (2016-2026)

4.5 South America Rivaroxaban Revenue (2016-2026)

4.6 Middle East and Africa Rivaroxaban Revenue (2016-2026)

5 Market Segment by Type

5.1 Global Rivaroxaban Sales in Volume by Type (2016-2026)

5.2 Global Rivaroxaban Revenue by Type (2016-2026)

5.3 Global Rivaroxaban Price by Type (2016-2026)

6 Market Segment by Application

6.1 Global Rivaroxaban Sales in Volume by Application (2016-2026)

6.2 Global Rivaroxaban Revenue by Application (2016-2026)

6.3 Global Rivaroxaban Price by Application (2016-2026)

7 North America by Country, by Type, and by Application

7.1 North America Rivaroxaban Sales by Type (2016-2026)

7.2 North America Rivaroxaban Sales by Application (2016-2026)

7.3 North America Rivaroxaban Market Size by Country

7.3.1 North America Rivaroxaban Sales in Volume by Country (2016-2026)

7.3.2 North America Rivaroxaban Revenue by Country (2016-2026)

7.3.3 United States Market Size and Forecast (2016-2026)

7.3.4 Canada Market Size and Forecast (2016-2026)

7.3.5 Mexico Market Size and Forecast (2016-2026)

8 Europe by Country, by Type, and by Application

8.1 Europe Rivaroxaban Sales by Type (2016-2026)

8.2 Europe Rivaroxaban Sales by Application (2016-2026)

8.3 Europe Rivaroxaban Market Size by Country

8.3.1 Europe Rivaroxaban Sales in Volume by Country (2016-2026)

8.3.2 Europe Rivaroxaban Revenue by Country (2016-2026)

8.3.3 Germany Market Size and Forecast (2016-2026)

8.3.4 France Market Size and Forecast (2016-2026)

8.3.5 United Kingdom Market Size and Forecast (2016-2026)

8.3.6 Russia Market Size and Forecast (2016-2026)

8.3.7 Italy Market Size and Forecast (2016-2026)

9 Asia-Pacific by Country, by Type, and by Application

9.1 Asia-Pacific Rivaroxaban Sales by Type (2016-2026)

9.2 Asia-Pacific Rivaroxaban Sales by Application (2016-2026)

9.3 Asia-Pacific Rivaroxaban Market Size by Region

9.3.1 Asia-Pacific Rivaroxaban Sales in Volume by Region (2016-2026)

9.3.2 Asia-Pacific Rivaroxaban Revenue by Region (2016-2026)

9.3.3 China Market Size and Forecast (2016-2026)

9.3.4 Japan Market Size and Forecast (2016-2026)

9.3.5 Korea Market Size and Forecast (2016-2026)

9.3.6 India Market Size and Forecast (2016-2026)

9.3.7 Southeast Asia Market Size and Forecast (2016-2026)

9.3.8 Australia Market Size and Forecast (2016-2026)

10 South America by Country, by Type, and by Application

10.1 South America Rivaroxaban Sales by Type (2016-2026)

10.2 South America Rivaroxaban Sales by Application (2016-2026)

10.3 South America Rivaroxaban Market Size by Country

10.3.1 South America Rivaroxaban Sales in Volume by Country (2016-2026)

10.3.2 South America Rivaroxaban Revenue by Country (2016-2026)

10.3.3 Brazil Market Size and Forecast (2016-2026)

10.3.4 Argentina Market Size and Forecast (2016-2026)

11 Middle East & Africa by Country, by Type, and by Application

11.1 Middle East & Africa Rivaroxaban Sales by Type (2016-2026)

11.2 Middle East & Africa Rivaroxaban Sales by Application (2016-2026)

11.3 Middle East & Africa Rivaroxaban Market Size by Country

11.3.1 Middle East & Africa Rivaroxaban Sales in Volume by Country (2016-2026)

11.3.2 Middle East & Africa Rivaroxaban Revenue by Country (2016-2026)

11.3.3 Turkey Market Size and Forecast (2016-2026)

11.3.4 Egypt Market Size and Forecast (2016-2026)

11.3.5 Saudi Arabia Market Size and Forecast (2016-2026)

11.3.6 South Africa Market Size and Forecast (2016-2026)

12 Sales Channel, Distributors, Traders and Dealers

12.1 Sales Channel

12.1.1 Direct Marketing

12.1.2 Indirect Marketing

12.2 Rivaroxaban Typical Distributors

12.3 Rivaroxaban Typical Customers

13 Research Findings and Conclusion

14 Appendix

14.1 Methodology

14.2 Research Process and Data Source

14.3 Disclaimer

List of Tables

Table 1. Global Rivaroxaban Revenue by Type, (USD Million), 2021-2026

Table 2. Global Rivaroxaban Revenue by Application, (USD Million), 2021-2026

Table 3. Bayer Basic Information, Manufacturing Base and Competitors

Table 4. Bayer Major Business

Table 5. Bayer Rivaroxaban Product and Services

Table 6. Bayer Rivaroxaban Sales (M Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)

Table 7. J&J Basic Information, Manufacturing Base and Competitors

Table 8. J&J Major Business

Table 9. J&J Rivaroxaban Product and Services

Table 10. J&J Rivaroxaban Sales (M Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)

Table 11. Global Rivaroxaban Sales by Manufacturer (2019-2021e) & (M Units)

Table 12. Global Rivaroxaban Revenue by Manufacturer (2019-2021e) & (USD Million)

Table 13. Market Position of Manufacturers in Rivaroxaban, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2020

Table 14. Global Rivaroxaban Production Capacity by Company, (M Units): 2020 VS 2021

Table 15. Head Office and Rivaroxaban Production Site of Key Manufacturer

Table 16. Rivaroxaban New Entrant and Capacity Expansion Plans

Table 17. Rivaroxaban Mergers & Acquisitions in the Past Five Years

Table 18. Global Rivaroxaban Sales by Region (2016-2021e) & (M Units)

Table 19. Global Rivaroxaban Sales by Region (2021-2026) & (M Units)

Table 20. Global Rivaroxaban Revenue by Region (2016-2021e) & (USD Million)

Table 21. Global Rivaroxaban Revenue by Region (2021-2026) & (USD Million)

Table 22. Global Rivaroxaban Sales by Type (2016-2021e) & (M Units)

Table 23. Global Rivaroxaban Sales by Type (2021-2026) & (M Units)

Table 24. Global Rivaroxaban Revenue by Type (2016-2021e) & (USD Million)

Table 25. Global Rivaroxaban Revenue by Type (2021-2026) & (USD Million)

Table 26. Global Rivaroxaban Price by Type (2016-2021e) & (USD/Unit)

Table 27. Global Rivaroxaban Price by Type (2021-2026) & (USD/Unit)

Table 28. Global Rivaroxaban Sales by Application (2016-2021e) & (M Units)

Table 29. Global Rivaroxaban Sales by Application (2021-2026) & (M Units)

Table 30. Global Rivaroxaban Revenue by Application (2016-2021e) & (USD Million)

Table 31. Global Rivaroxaban Revenue by Application (2021-2026) & (USD Million)

Table 32. Global Rivaroxaban Price by Application (2016-2021e) & (USD/Unit)

Table 33. Global Rivaroxaban Price by Application (2021-2026) & (USD/Unit)

Table 34. North America Rivaroxaban Sales by Country (2016-2021e) & (M Units)

Table 35. North America Rivaroxaban Sales by Country (2021-2026) & (M Units)

Table 36. North America Rivaroxaban Revenue by Country (2016-2021e) & (USD Million)

Table 37. North America Rivaroxaban Revenue by Country (2021-2026) & (USD Million)

Table 38. North America Rivaroxaban Sales by Type (2016-2021e) & (M Units)

Table 39. North America Rivaroxaban Sales by Type (2021-2026) & (M Units)

Table 40. North America Rivaroxaban Sales by Application (2016-2021e) & (M Units)

Table 41. North America Rivaroxaban Sales by Application (2021-2026) & (M Units)

Table 42. Europe Rivaroxaban Sales by Country (2016-2021e) & (M Units)

Table 43. Europe Rivaroxaban Sales by Country (2021-2026) & (M Units)

Table 44. Europe Rivaroxaban Revenue by Country (2016-2021e) & (USD Million)

Table 45. Europe Rivaroxaban Revenue by Country (2021-2026) & (USD Million)

Table 46. Europe Rivaroxaban Sales by Type (2016-2021e) & (M Units)

Table 47. Europe Rivaroxaban Sales by Type (2021-2026) & (M Units)

Table 48. Europe Rivaroxaban Sales by Application (2016-2021e) & (M Units)

Table 49. Europe Rivaroxaban Sales by Application (2021-2026) & (M Units)

Table 50. Asia-Pacific Rivaroxaban Sales by Region (2016-2021e) & (M Units)

Table 51. Asia-Pacific Rivaroxaban Sales by Region (2021-2026) & (M Units)

Table 52. Asia-Pacific Rivaroxaban Revenue by Region (2016-2021e) & (USD Million)

Table 53. Asia-Pacific Rivaroxaban Revenue by Region (2021-2026) & (USD Million)

Table 54. Asia-Pacific Rivaroxaban Sales by Type (2016-2021e) & (M Units)

Table 55. Asia-Pacific Rivaroxaban Sales by Type (2021-2026) & (M Units)

Table 56. Asia-Pacific Rivaroxaban Sales by Application (2016-2021e) & (M Units)

Table 57. Asia-Pacific Rivaroxaban Sales by Application (2021-2026) & (M Units)

Table 58. South America Rivaroxaban Sales by Country (2016-2021e) & (M Units)

Table 59. South America Rivaroxaban Sales by Country (2021-2026) & (M Units)

Table 60. South America Rivaroxaban Revenue by Country (2016-2021e) & (USD Million)

Table 61. South America Rivaroxaban Revenue by Country (2021-2026) & (USD Million)

Table 62. South America Rivaroxaban Sales by Type (2016-2021e) & (M Units)

Table 63. South America Rivaroxaban Sales by Type (2021-2026) & (M Units)

Table 64. South America Rivaroxaban Sales by Application (2016-2021e) & (M Units)

Table 65. South America Rivaroxaban Sales by Application (2021-2026) & (M Units)

Table 66. Middle East & Africa Rivaroxaban Sales by Country (2016-2021e) & (M Units)

Table 67. Middle East & Africa Rivaroxaban Sales by Country (2021-2026) & (M Units)

Table 68. Middle East & Africa Rivaroxaban Revenue by Country (2016-2021e) & (USD Million)

Table 69. Middle East & Africa Rivaroxaban Revenue by Country (2021-2026) & (USD Million)

Table 70. Middle East & Africa Rivaroxaban Sales by Type (2016-2021e) & (M Units)

Table 71. Middle East & Africa Rivaroxaban Sales by Type (2021-2026) & (M Units)

Table 72. Middle East & Africa Rivaroxaban Sales by Application (2016-2021e) & (M Units)

Table 73. Middle East & Africa Rivaroxaban Sales by Application (2021-2026) & (M Units)

Table 74. Direct Channel Pros & Cons

Table 75. Indirect Channel Pros & Cons

Table 76. Rivaroxaban Typical Distributors

Table 77. Rivaroxaban Typical Customers

List of Figures

Figure 1. Rivaroxaban Picture

Figure 2. Global Rivaroxaban Sales Market Share by Type in 2020

Figure 3. 2.5 mg

Figure 4. 10 mg

Figure 5. 15 mg

Figure 6. 20 mg

Figure 7. Global Rivaroxaban Sales Market Share by Application in 2020

Figure 8. Acute Coronary Syndrome (ACS)

Figure 9. Venous Thromboembolism (VTE)

Figure 10. Global Rivaroxaban Market Size, (USD Million) & (M Units): 2020 VS 2021 VS 2026

Figure 11. Global Rivaroxaban Market Size and Forecast (2016-2026) & (USD Million)

Figure 12. Global Rivaroxaban Sales (2016-2026) & (M Units)

Figure 13. Global Rivaroxaban Price by Type (2016-2026) & (USD/Unit)

Figure 14. Global Rivaroxaban Production Capacity (2016-2026) & (M Units)

Figure 15. Global Rivaroxaban Production Capacity by Geographic Region: 2020 VS 2021

Figure 16. Rivaroxaban Market Drivers

Figure 17. Rivaroxaban Market Restraints

Figure 18. Rivaroxaban Market Trends

Figure 19. Global Rivaroxaban Sales Market Share by Manufacturer in 2020

Figure 20. Global Rivaroxaban Revenue Market Share by Manufacturer in 2020

Figure 21. Rivaroxaban Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

Figure 22. Top 3 Rivaroxaban Manufacturer (Revenue) Market Share in 2020

Figure 23. Top 6 Rivaroxaban Manufacturer (Revenue) Market Share in 2020

Figure 24. Global Rivaroxaban Sales Market Share by Region (2016-2026)

Figure 25. Global Rivaroxaban Revenue Market Share by Region (2016-2026)

Figure 26. North America Rivaroxaban Revenue (2016-2026) & (USD Million)

Figure 27. Europe Rivaroxaban Revenue (2016-2026) & (USD Million)

Figure 28. Asia-Pacific Rivaroxaban Revenue (2016-2026) & (USD Million)

Figure 29. South America Rivaroxaban Revenue (2016-2026) & (USD Million)

Figure 30. Middle East & Africa Rivaroxaban Revenue (2016-2026) & (USD Million)

Figure 31. Global Rivaroxaban Sales Market Share by Type (2016-2026)

Figure 32. Global Rivaroxaban Revenue Market Share by Type (2016-2026)

Figure 33. Global Rivaroxaban Price by Type (2016-2026) & (USD/Unit)

Figure 34. Global Rivaroxaban Sales Market Share by Application (2016-2026)

Figure 35. Global Rivaroxaban Revenue Market Share by Application (2016-2026)

Figure 36. Global Rivaroxaban Price by Application (2016-2026) & (USD/Unit)

Figure 37. North America Rivaroxaban Sales Market Share by Type (2016-2026)

Figure 38. North America Rivaroxaban Sales Market Share by Application (2016-2026)

Figure 39. North America Rivaroxaban Sales Market Share by Country (2016-2026)

Figure 40. North America Rivaroxaban Revenue Market Share by Country (2016-2026)

Figure 41. United States Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 42. Canada Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 43. Mexico Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 44. Europe Rivaroxaban Sales Market Share by Type (2016-2026)

Figure 45. Europe Rivaroxaban Sales Market Share by Application (2016-2026)

Figure 46. Europe Rivaroxaban Sales Market Share by Country (2016-2026)

Figure 47. Europe Rivaroxaban Revenue Market Share by Country (2016-2026)

Figure 48. Germany Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 49. France Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 50. United Kingdom Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 51. Russia Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 52. Italy Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 53. Asia-Pacific Rivaroxaban Sales Market Share by Region (2016-2026)

Figure 54. Asia-Pacific Rivaroxaban Sales Market Share by Application (2016-2026)

Figure 55. Asia-Pacific Rivaroxaban Sales Market Share by Region (2016-2026)

Figure 56. Asia-Pacific Rivaroxaban Revenue Market Share by Region (2016-2026)

Figure 57. China Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 58. Japan Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 59. Korea Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 60. India Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 61. Southeast Asia Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 62. Australia Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 63. South America Rivaroxaban Sales Market Share by Type (2016-2026)

Figure 64. South America Rivaroxaban Sales Market Share by Application (2016-2026)

Figure 65. South America Rivaroxaban Sales Market Share by Country (2016-2026)

Figure 66. South America Rivaroxaban Revenue Market Share by Country (2016-2026)

Figure 67. Brazil Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 68. Argentina Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 69. Middle East & Africa Rivaroxaban Sales Market Share by Type (2016-2026)

Figure 70. Middle East & Africa Rivaroxaban Sales Market Share by Application (2016-2026)

Figure 71. Middle East & Africa Rivaroxaban Sales Market Share by Country (2016-2026)

Figure 72. Middle East & Africa Rivaroxaban Revenue Market Share by Country (2016-2026)

Figure 73. Turkey Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 74. Egypt Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 75. Saudi Arabia Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 76. South Africa Rivaroxaban Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 77. Sales Channel: Direct Channel vs Indirect Channel

Figure 78. Methodology

Figure 79. Research Process and Data Source