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レポート概要
当調査資料では、パラジウムのグローバル市場について調査・分析し、2021年から2026年までの市場予測をまとめております。パラジウムの種類別市場規模(鉱物源、リサイクル源)、用途別市場規模(触媒、化学製造、電気・電子、宝飾品、その他)、地域別市場規模(北米、アメリカ、ヨーロッパ、アジア、中国、日本、東南アジア、南米、中東、アフリカなど)、市場動向、企業別販売量と市場シェア、販売チャネルなどの情報を掲載しています。 ・パラジウムの市場概要 ・企業情報(企業概要、製品概要、販売量、価格、売上):Norilsk Nickel、Impala Platinum、Hereaus、Lonmin、Anglo American、Russian Platinum、Atlatsa Resources ・企業別市場シェア ・地域別市場分析2016年-2026年 ・種類別分析2016年-2026年:鉱物源、リサイクル源 ・用途別分析2016年-2026年:触媒、化学製造、電気・電子、宝飾品、その他 ・パラジウムの北米市場規模2016年-2026年:アメリカ、カナダ、メキシコ ・パラジウムのヨーロッパ市場規模2016年-2026年:ドイツ、イギリス、フランス、ロシア、イタリア ・パラジウムのアジア市場規模2016年-2026年:中国、日本、韓国、インド、東南アジア、オーストラリア ・パラジウムの南米市場規模2016年-2026年:ブラジル、アルゼンチン ・パラジウムの中東・アフリカ市場規模2016年-2026年:サウジアラビア、トルコ、エジプト、南アフリカ ・販売チャネル、流通業者・代理店、顧客リスト ・調査の結果・結論 |
The Palladium 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 Palladium size is estimated to be xx million in 2020 from USD xx million in 2019, with a change of XX% between 2019 and 2020. The global Palladium market size is expected to grow at a CAGR of xx% for the next five years.
Market segmentation
Palladium 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
Mineral Source
Recycling Source
Market segment by Application can be divided into
Catalyst
Chemical Manufacturing
Electricals and Electronics
Jewellery
Others
The key market players for global Palladium market are listed below:
Norilsk Nickel
Impala Platinum
Hereaus
Lonmin
Anglo American
Russian Platinum
Atlatsa Resources
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)
1 Market Overview
1.1 Palladium Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Palladium Revenue by Type: 2019 Versus 2021 Versus 2026
1.2.2 Mineral Source
1.2.3 Recycling Source
1.3 Market Analysis by Application
1.3.1 Overview: Global Palladium Revenue by Application: 2019 Versus 2021 Versus 2026
1.3.2 Catalyst
1.3.3 Chemical Manufacturing
1.3.4 Electricals and Electronics
1.3.5 Jewellery
1.3.6 Others
1.4 Global Palladium Market Size & Forecast
1.4.1 Global Palladium Sales in Value (2016-2026))
1.4.2 Global Palladium Sales in Volume (2016-2026)
1.4.3 Global Palladium Price by Type (2016-2026) & (USD/KG)
1.5 Global Palladium Production Capacity Analysis
1.5.1 Global Palladium Total Production Capacity (2016-2026)
1.5.2 Global Palladium Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Palladium Market Drivers
1.6.2 Palladium Market Restraints
1.6.3 Palladium Trends Analysis
2 Manufacturers Profiles
2.1 Norilsk Nickel
2.1.1 Norilsk Nickel Details
2.1.2 Norilsk Nickel Major Business
2.1.3 Norilsk Nickel Palladium Product and Services
2.1.4 Norilsk Nickel Palladium Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.2 Impala Platinum
2.2.1 Impala Platinum Details
2.2.2 Impala Platinum Major Business
2.2.3 Impala Platinum Palladium Product and Services
2.2.4 Impala Platinum Palladium Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.3 Hereaus
2.3.1 Hereaus Details
2.3.2 Hereaus Major Business
2.3.3 Hereaus Palladium Product and Services
2.3.4 Hereaus Palladium Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.4 Lonmin
2.4.1 Lonmin Details
2.4.2 Lonmin Major Business
2.4.3 Lonmin Palladium Product and Services
2.4.4 Lonmin Palladium Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.5 Anglo American
2.5.1 Anglo American Details
2.5.2 Anglo American Major Business
2.5.3 Anglo American Palladium Product and Services
2.5.4 Anglo American Palladium Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.6 Russian Platinum
2.6.1 Russian Platinum Details
2.6.2 Russian Platinum Major Business
2.6.3 Russian Platinum Palladium Product and Services
2.6.4 Russian Platinum Palladium Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.7 Atlatsa Resources
2.7.1 Atlatsa Resources Details
2.7.2 Atlatsa Resources Major Business
2.7.3 Atlatsa Resources Palladium Product and Services
2.7.4 Atlatsa Resources Palladium Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
3 Palladium Sales by Manufacturer
3.1 Global Palladium Sales in Volume by Manufacturer (2019-2021e)
3.2 Global Palladium Revenue by Manufacturer (2019-2021e)
3.3 Key Manufacturer Market Position in Palladium
3.4 Market Concentration Rate
3.4.1 Top 3 Palladium Manufacturer Market Share
3.4.2 Top 6 Palladium Manufacturer Market Share
3.5 Global Palladium Production Capacity by Company
3.6 Manufacturer by Geography: Head Office and Palladium Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Palladium Market Size by Region
4.1.1 Global Palladium Sales in Volume by Region (2016-2026)
4.1.2 Global Palladium Revenue by Region (2016-2026)
4.2 North America Palladium Revenue (2016-2026)
4.3 Europe Palladium Revenue (2016-2026)
4.4 Asia-Pacific Palladium Revenue (2016-2026)
4.5 South America Palladium Revenue (2016-2026)
4.6 Middle East and Africa Palladium Revenue (2016-2026)
5 Market Segment by Type
5.1 Global Palladium Sales in Volume by Type (2016-2026)
5.2 Global Palladium Revenue by Type (2016-2026)
5.3 Global Palladium Price by Type (2016-2026)
6 Market Segment by Application
6.1 Global Palladium Sales in Volume by Application (2016-2026)
6.2 Global Palladium Revenue by Application (2016-2026)
6.3 Global Palladium Price by Application (2016-2026)
7 North America by Country, by Type, and by Application
7.1 North America Palladium Sales by Type (2016-2026)
7.2 North America Palladium Sales by Application (2016-2026)
7.3 North America Palladium Market Size by Country
7.3.1 North America Palladium Sales in Volume by Country (2016-2026)
7.3.2 North America Palladium 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 Palladium Sales by Type (2016-2026)
8.2 Europe Palladium Sales by Application (2016-2026)
8.3 Europe Palladium Market Size by Country
8.3.1 Europe Palladium Sales in Volume by Country (2016-2026)
8.3.2 Europe Palladium 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 Palladium Sales by Type (2016-2026)
9.2 Asia-Pacific Palladium Sales by Application (2016-2026)
9.3 Asia-Pacific Palladium Market Size by Region
9.3.1 Asia-Pacific Palladium Sales in Volume by Region (2016-2026)
9.3.2 Asia-Pacific Palladium 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 Palladium Sales by Type (2016-2026)
10.2 South America Palladium Sales by Application (2016-2026)
10.3 South America Palladium Market Size by Country
10.3.1 South America Palladium Sales in Volume by Country (2016-2026)
10.3.2 South America Palladium 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 Palladium Sales by Type (2016-2026)
11.2 Middle East & Africa Palladium Sales by Application (2016-2026)
11.3 Middle East & Africa Palladium Market Size by Country
11.3.1 Middle East & Africa Palladium Sales in Volume by Country (2016-2026)
11.3.2 Middle East & Africa Palladium 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 Palladium Typical Distributors
12.3 Palladium Typical Customers
13 Research Findings and Conclusion
14 Appendix
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
Table 1. Global Palladium Revenue by Type, (USD Million), 2021-2026
Table 2. Global Palladium Revenue by Application, (USD Million), 2021-2026
Table 3. Norilsk Nickel Basic Information, Manufacturing Base and Competitors
Table 4. Norilsk Nickel Major Business
Table 5. Norilsk Nickel Palladium Product and Services
Table 6. Norilsk Nickel Palladium Sales (KG), Price (USD/KG), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 7. Impala Platinum Basic Information, Manufacturing Base and Competitors
Table 8. Impala Platinum Major Business
Table 9. Impala Platinum Palladium Product and Services
Table 10. Impala Platinum Palladium Sales (KG), Price (USD/KG), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 11. Hereaus Basic Information, Manufacturing Base and Competitors
Table 12. Hereaus Major Business
Table 13. Hereaus Palladium Product and Services
Table 14. Hereaus Palladium Sales (KG), Price (USD/KG), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 15. Lonmin Basic Information, Manufacturing Base and Competitors
Table 16. Lonmin Major Business
Table 17. Lonmin Palladium Product and Services
Table 18. Lonmin Palladium Sales (KG), Price (USD/KG), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 19. Anglo American Basic Information, Manufacturing Base and Competitors
Table 20. Anglo American Major Business
Table 21. Anglo American Palladium Product and Services
Table 22. Anglo American Palladium Sales (KG), Price (USD/KG), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 23. Russian Platinum Basic Information, Manufacturing Base and Competitors
Table 24. Russian Platinum Major Business
Table 25. Russian Platinum Palladium Product and Services
Table 26. Russian Platinum Palladium Sales (KG), Price (USD/KG), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 27. Atlatsa Resources Basic Information, Manufacturing Base and Competitors
Table 28. Atlatsa Resources Major Business
Table 29. Atlatsa Resources Palladium Product and Services
Table 30. Atlatsa Resources Palladium Sales (KG), Price (USD/KG), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 31. Global Palladium Sales by Manufacturer (2019-2021e) & (KG)
Table 32. Global Palladium Revenue by Manufacturer (2019-2021e) & (USD Million)
Table 33. Market Position of Manufacturers in Palladium, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2020
Table 34. Global Palladium Production Capacity by Company, (KG): 2020 VS 2021
Table 35. Head Office and Palladium Production Site of Key Manufacturer
Table 36. Global Palladium Sales by Region (2016-2021e) & (KG)
Table 37. Global Palladium Sales by Region (2021-2026) & (KG)
Table 38. Global Palladium Revenue by Region (2016-2021e) & (USD Million)
Table 39. Global Palladium Revenue by Region (2021-2026) & (USD Million)
Table 40. Global Palladium Sales by Type (2016-2021e) & (KG)
Table 41. Global Palladium Sales by Type (2021-2026) & (KG)
Table 42. Global Palladium Revenue by Type (2016-2021e) & (USD Million)
Table 43. Global Palladium Revenue by Type (2021-2026) & (USD Million)
Table 44. Global Palladium Price by Type (2016-2021e) & (USD/KG)
Table 45. Global Palladium Price by Type (2021-2026) & (USD/KG)
Table 46. Global Palladium Sales by Application (2016-2021e) & (KG)
Table 47. Global Palladium Sales by Application (2021-2026) & (KG)
Table 48. Global Palladium Revenue by Application (2016-2021e) & (USD Million)
Table 49. Global Palladium Revenue by Application (2021-2026) & (USD Million)
Table 50. Global Palladium Price by Application (2016-2021e) & (USD/KG)
Table 51. Global Palladium Price by Application (2021-2026) & (USD/KG)
Table 52. North America Palladium Sales by Country (2016-2021e) & (KG)
Table 53. North America Palladium Sales by Country (2021-2026) & (KG)
Table 54. North America Palladium Revenue by Country (2016-2021e) & (USD Million)
Table 55. North America Palladium Revenue by Country (2021-2026) & (USD Million)
Table 56. North America Palladium Sales by Type (2016-2021e) & (KG)
Table 57. North America Palladium Sales by Type (2021-2026) & (KG)
Table 58. North America Palladium Sales by Application (2016-2021e) & (KG)
Table 59. North America Palladium Sales by Application (2021-2026) & (KG)
Table 60. Europe Palladium Sales by Country (2016-2021e) & (KG)
Table 61. Europe Palladium Sales by Country (2021-2026) & (KG)
Table 62. Europe Palladium Revenue by Country (2016-2021e) & (USD Million)
Table 63. Europe Palladium Revenue by Country (2021-2026) & (USD Million)
Table 64. Europe Palladium Sales by Type (2016-2021e) & (KG)
Table 65. Europe Palladium Sales by Type (2021-2026) & (KG)
Table 66. Europe Palladium Sales by Application (2016-2021e) & (KG)
Table 67. Europe Palladium Sales by Application (2021-2026) & (KG)
Table 68. Asia-Pacific Palladium Sales by Region (2016-2021e) & (KG)
Table 69. Asia-Pacific Palladium Sales by Region (2021-2026) & (KG)
Table 70. Asia-Pacific Palladium Revenue by Region (2016-2021e) & (USD Million)
Table 71. Asia-Pacific Palladium Revenue by Region (2021-2026) & (USD Million)
Table 72. Asia-Pacific Palladium Sales by Type (2016-2021e) & (KG)
Table 73. Asia-Pacific Palladium Sales by Type (2021-2026) & (KG)
Table 74. Asia-Pacific Palladium Sales by Application (2016-2021e) & (KG)
Table 75. Asia-Pacific Palladium Sales by Application (2021-2026) & (KG)
Table 76. South America Palladium Sales by Country (2016-2021e) & (KG)
Table 77. South America Palladium Sales by Country (2021-2026) & (KG)
Table 78. South America Palladium Revenue by Country (2016-2021e) & (USD Million)
Table 79. South America Palladium Revenue by Country (2021-2026) & (USD Million)
Table 80. South America Palladium Sales by Type (2016-2021e) & (KG)
Table 81. South America Palladium Sales by Type (2021-2026) & (KG)
Table 82. South America Palladium Sales by Application (2016-2021e) & (KG)
Table 83. South America Palladium Sales by Application (2021-2026) & (KG)
Table 84. Middle East & Africa Palladium Sales by Country (2016-2021e) & (KG)
Table 85. Middle East & Africa Palladium Sales by Country (2021-2026) & (KG)
Table 86. Middle East & Africa Palladium Revenue by Country (2016-2021e) & (USD Million)
Table 87. Middle East & Africa Palladium Revenue by Country (2021-2026) & (USD Million)
Table 88. Middle East & Africa Palladium Sales by Type (2016-2021e) & (KG)
Table 89. Middle East & Africa Palladium Sales by Type (2021-2026) & (KG)
Table 90. Middle East & Africa Palladium Sales by Application (2016-2021e) & (KG)
Table 91. Middle East & Africa Palladium Sales by Application (2021-2026) & (KG)
Table 92. Direct Channel Pros & Cons
Table 93. Indirect Channel Pros & Cons
Table 94. Palladium Typical Distributors
Table 95. Palladium Typical Customers
List of Figures
Figure 1. Palladium Picture
Figure 2. Global Palladium Sales Market Share by Type in 2020
Figure 3. Mineral Source
Figure 4. Recycling Source
Figure 5. Global Palladium Sales Market Share by Application in 2020
Figure 6. Catalyst
Figure 7. Chemical Manufacturing
Figure 8. Electricals and Electronics
Figure 9. Jewellery
Figure 10. Others
Figure 11. Global Palladium Market Size, (USD Million) & (KG): 2020 VS 2021 VS 2026
Figure 12. Global Palladium Market Size and Forecast (2016-2026) & (USD Million)
Figure 13. United States Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 14. Canada Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 15. Mexico Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 16. Germany Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 17. France Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 18. United Kingdom Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 19. Russia Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 20. Italy Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 21. China Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 22. Japan Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 23. Korea Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 24. India Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 25. Southeast Asia Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 26. Australia Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 27. Brazil Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 28. Egypt Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 29. Saudi Arabia Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 30. South Africa Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 31. Turkey Palladium Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 32. Global Palladium Sales (2016-2026) & (KG)
Figure 33. Global Palladium Production Capacity (2016-2026) & (KG)
Figure 34. Global Palladium Production Capacity by Geographic Region: 2020 VS 2021
Figure 35. Palladium Market Drivers
Figure 36. Palladium Market Restraints
Figure 37. Palladium Market Trends
Figure 38. Global Palladium Sales Market Share by Manufacturer in 2020
Figure 39. Global Palladium Revenue Market Share by Manufacturer in 2020
Figure 40. Palladium Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 41. Top 3 Palladium Manufacturer (Revenue) Market Share in 2020
Figure 42. Top 6 Palladium Manufacturer (Revenue) Market Share in 2020
Figure 43. Global Palladium Sales Market Share by Region (2016-2026)
Figure 44. Global Palladium Revenue Market Share by Region (2016-2026)
Figure 45. North America Palladium Revenue (2016-2026) & (USD Million)
Figure 46. Europe Palladium Revenue (2016-2026) & (USD Million)
Figure 47. Asia-Pacific Palladium Revenue (2016-2026) & (USD Million)
Figure 48. South America Palladium Revenue (2016-2026) & (USD Million)
Figure 49. Middle East & Africa Palladium Revenue (2016-2026) & (USD Million)
Figure 50. Global Palladium Sales Market Share by Type (2016-2026)
Figure 51. Global Palladium Revenue Market Share by Type (2016-2026)
Figure 52. Global Palladium Price by Type (2016-2026) & (USD/KG)
Figure 53. Global Palladium Sales Market Share by Application (2016-2026)
Figure 54. Global Palladium Revenue Market Share by Application (2016-2026)
Figure 55. Global Palladium Price by Application (2016-2026) & (USD/KG)
Figure 56. North America Palladium Sales Market Share by Country (2016-2026)
Figure 57. North America Palladium Revenue Market Share by Country (2016-2026)
Figure 58. North America Palladium Sales Market Share by Type (2016-2026)
Figure 59. North America Palladium Sales Market Share by Application (2016-2026)
Figure 60. Europe Palladium Sales Market Share by Country (2016-2026)
Figure 61. Europe Palladium Revenue Market Share by Country (2016-2026)
Figure 62. Europe Palladium Sales Market Share by Type (2016-2026)
Figure 63. Europe Palladium Sales Market Share by Application (2016-2026)
Figure 64. Asia-Pacific Palladium Sales Market Share by Region (2016-2026)
Figure 65. Asia-Pacific Palladium Revenue Market Share by Region (2016-2026)
Figure 66. Asia-Pacific Palladium Sales Market Share by Region (2016-2026)
Figure 67. Asia-Pacific Palladium Sales Market Share by Application (2016-2026)
Figure 68. South America Palladium Sales Market Share by Country (2016-2026)
Figure 69. South America Palladium Revenue Market Share by Country (2016-2026)
Figure 70. South America Palladium Sales Market Share by Type (2016-2026)
Figure 71. South America Palladium Sales Market Share by Application (2016-2026)
Figure 72. Middle East & Africa Palladium Sales Market Share by Country (2016-2026)
Figure 73. Middle East & Africa Palladium Revenue Market Share by Country (2016-2026)
Figure 74. Middle East & Africa Palladium Sales Market Share by Type (2016-2026)
Figure 75. Middle East & Africa Palladium Sales Market Share by Application (2016-2026)
Figure 76. Sales Channel: Direct Channel vs Indirect Channel
Figure 77. Methodology
Figure 78. Research Process and Data Source