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レポート概要
| 当調査資料では、スマートピル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。スマートピルの種類別市場規模（食道、小腸、大腸、胃）、用途別市場規模（カプセル内視鏡検査、ドラッグデリバリー、患者モニタリング）、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。 ・スマートピルの市場概要 ・企業情報（企業概要、製品概要、販売量、価格、売上）：Proteus Digital Health、CapsoVision、Medtronic、Olympus Corporations、IntroMedic ・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：食道、小腸、大腸、胃 ・用途別分析2016年-2026年：カプセル内視鏡検査、ドラッグデリバリー、患者モニタリング ・スマートピルの北米市場規模2016年-2026年：アメリカ、カナダ、メキシコ ・スマートピル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 ・スマートピルのアジア市場規模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 ・スマートピルの南米市場規模2016年-2026年：ブラジル、アルゼンチン ・スマートピルの中東・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 Smart Pills 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 Smart Pills 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 Smart Pills market size is expected to grow at a CAGR of xx% for the next five years.
Market segmentation
Smart Pills 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
Esophagus
Small Intestine
Large Intestine
Stomach
Market segment by Application can be divided into
Capsule Endoscopy
Drug Delivery
Patient Monitoring
The key market players for global Smart Pills market are listed below:
Proteus Digital Health
CapsoVision
Medtronic
Olympus Corporations
IntroMedic
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 Smart Pills Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Smart Pills Revenue by Type: 2019 Versus 2021 Versus 2026
1.2.2 Esophagus
1.2.3 Small Intestine
1.2.4 Large Intestine
1.2.5 Stomach
1.3 Market Analysis by Application
1.3.1 Overview: Global Smart Pills Revenue by Application: 2019 Versus 2021 Versus 2026
1.3.2 Capsule Endoscopy
1.3.3 Drug Delivery
1.3.4 Patient Monitoring
1.4 Global Smart Pills Market Size & Forecast
1.4.1 Global Smart Pills Sales in Value (2016-2026))
1.4.2 Global Smart Pills Sales in Volume (2016-2026)
1.4.3 Global Smart Pills Price by Type (2016-2026) & (USD/Unit)
1.5 Global Smart Pills Production Capacity Analysis
1.5.1 Global Smart Pills Total Production Capacity (2016-2026)
1.5.2 Global Smart Pills Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Smart Pills Market Drivers
1.6.2 Smart Pills Market Restraints
1.6.3 Smart Pills Trends Analysis
2 Manufacturers Profiles
2.1 Proteus Digital Health
2.1.1 Proteus Digital Health Details
2.1.2 Proteus Digital Health Major Business
2.1.3 Proteus Digital Health Smart Pills Product and Services
2.1.4 Proteus Digital Health Smart Pills Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.2 CapsoVision
2.2.1 CapsoVision Details
2.2.2 CapsoVision Major Business
2.2.3 CapsoVision Smart Pills Product and Services
2.2.4 CapsoVision Smart Pills Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.3 Medtronic
2.3.1 Medtronic Details
2.3.2 Medtronic Major Business
2.3.3 Medtronic Smart Pills Product and Services
2.3.4 Medtronic Smart Pills Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.4 Olympus Corporations
2.4.1 Olympus Corporations Details
2.4.2 Olympus Corporations Major Business
2.4.3 Olympus Corporations Smart Pills Product and Services
2.4.4 Olympus Corporations Smart Pills Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.5 IntroMedic
2.5.1 IntroMedic Details
2.5.2 IntroMedic Major Business
2.5.3 IntroMedic Smart Pills Product and Services
2.5.4 IntroMedic Smart Pills Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
3 Smart Pills Sales by Manufacturer
3.1 Global Smart Pills Sales in Volume by Manufacturer (2019-2021e)
3.2 Global Smart Pills Revenue by Manufacturer (2019-2021e)
3.3 Key Manufacturer Market Position in Smart Pills
3.4 Market Concentration Rate
3.4.1 Top 3 Smart Pills Manufacturer Market Share
3.4.2 Top 6 Smart Pills Manufacturer Market Share
3.5 Global Smart Pills Production Capacity by Company
3.6 Manufacturer by Geography: Head Office and Smart Pills Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Smart Pills Market Size by Region
4.1.1 Global Smart Pills Sales in Volume by Region (2016-2026)
4.1.2 Global Smart Pills Revenue by Region (2016-2026)
4.2 North America Smart Pills Revenue (2016-2026)
4.3 Europe Smart Pills Revenue (2016-2026)
4.4 Asia-Pacific Smart Pills Revenue (2016-2026)
4.5 South America Smart Pills Revenue (2016-2026)
4.6 Middle East and Africa Smart Pills Revenue (2016-2026)
5 Market Segment by Type
5.1 Global Smart Pills Sales in Volume by Type (2016-2026)
5.2 Global Smart Pills Revenue by Type (2016-2026)
5.3 Global Smart Pills Price by Type (2016-2026)
6 Market Segment by Application
6.1 Global Smart Pills Sales in Volume by Application (2016-2026)
6.2 Global Smart Pills Revenue by Application (2016-2026)
6.3 Global Smart Pills Price by Application (2016-2026)
7 North America by Country, by Type, and by Application
7.1 North America Smart Pills Sales by Type (2016-2026)
7.2 North America Smart Pills Sales by Application (2016-2026)
7.3 North America Smart Pills Market Size by Country
7.3.1 North America Smart Pills Sales in Volume by Country (2016-2026)
7.3.2 North America Smart Pills 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 Smart Pills Sales by Type (2016-2026)
8.2 Europe Smart Pills Sales by Application (2016-2026)
8.3 Europe Smart Pills Market Size by Country
8.3.1 Europe Smart Pills Sales in Volume by Country (2016-2026)
8.3.2 Europe Smart Pills 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 Smart Pills Sales by Type (2016-2026)
9.2 Asia-Pacific Smart Pills Sales by Application (2016-2026)
9.3 Asia-Pacific Smart Pills Market Size by Region
9.3.1 Asia-Pacific Smart Pills Sales in Volume by Region (2016-2026)
9.3.2 Asia-Pacific Smart Pills 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 Smart Pills Sales by Type (2016-2026)
10.2 South America Smart Pills Sales by Application (2016-2026)
10.3 South America Smart Pills Market Size by Country
10.3.1 South America Smart Pills Sales in Volume by Country (2016-2026)
10.3.2 South America Smart Pills 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 Smart Pills Sales by Type (2016-2026)
11.2 Middle East & Africa Smart Pills Sales by Application (2016-2026)
11.3 Middle East & Africa Smart Pills Market Size by Country
11.3.1 Middle East & Africa Smart Pills Sales in Volume by Country (2016-2026)
11.3.2 Middle East & Africa Smart Pills 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 Smart Pills Typical Distributors
12.3 Smart Pills 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 Smart Pills Revenue by Type, (USD Million), 2021-2026
Table 2. Global Smart Pills Revenue by Application, (USD Million), 2021-2026
Table 3. Proteus Digital Health Basic Information, Manufacturing Base and Competitors
Table 4. Proteus Digital Health Major Business
Table 5. Proteus Digital Health Smart Pills Product and Services
Table 6. Proteus Digital Health Smart Pills Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 7. CapsoVision Basic Information, Manufacturing Base and Competitors
Table 8. CapsoVision Major Business
Table 9. CapsoVision Smart Pills Product and Services
Table 10. CapsoVision Smart Pills Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 11. Medtronic Basic Information, Manufacturing Base and Competitors
Table 12. Medtronic Major Business
Table 13. Medtronic Smart Pills Product and Services
Table 14. Medtronic Smart Pills Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 15. Olympus Corporations Basic Information, Manufacturing Base and Competitors
Table 16. Olympus Corporations Major Business
Table 17. Olympus Corporations Smart Pills Product and Services
Table 18. Olympus Corporations Smart Pills Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 19. IntroMedic Basic Information, Manufacturing Base and Competitors
Table 20. IntroMedic Major Business
Table 21. IntroMedic Smart Pills Product and Services
Table 22. IntroMedic Smart Pills Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 23. Global Smart Pills Sales by Manufacturer (2019-2021e) & (K Units)
Table 24. Global Smart Pills Revenue by Manufacturer (2019-2021e) & (USD Million)
Table 25. Market Position of Manufacturers in Smart Pills, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2020
Table 26. Global Smart Pills Production Capacity by Company, (K Units): 2020 VS 2021
Table 27. Head Office and Smart Pills Production Site of Key Manufacturer
Table 28. Global Smart Pills Sales by Region (2016-2021e) & (K Units)
Table 29. Global Smart Pills Sales by Region (2021-2026) & (K Units)
Table 30. Global Smart Pills Revenue by Region (2016-2021e) & (USD Million)
Table 31. Global Smart Pills Revenue by Region (2021-2026) & (USD Million)
Table 32. Global Smart Pills Sales by Type (2016-2021e) & (K Units)
Table 33. Global Smart Pills Sales by Type (2021-2026) & (K Units)
Table 34. Global Smart Pills Revenue by Type (2016-2021e) & (USD Million)
Table 35. Global Smart Pills Revenue by Type (2021-2026) & (USD Million)
Table 36. Global Smart Pills Price by Type (2016-2021e) & (USD/Unit)
Table 37. Global Smart Pills Price by Type (2021-2026) & (USD/Unit)
Table 38. Global Smart Pills Sales by Application (2016-2021e) & (K Units)
Table 39. Global Smart Pills Sales by Application (2021-2026) & (K Units)
Table 40. Global Smart Pills Revenue by Application (2016-2021e) & (USD Million)
Table 41. Global Smart Pills Revenue by Application (2021-2026) & (USD Million)
Table 42. Global Smart Pills Price by Application (2016-2021e) & (USD/Unit)
Table 43. Global Smart Pills Price by Application (2021-2026) & (USD/Unit)
Table 44. North America Smart Pills Sales by Country (2016-2021e) & (K Units)
Table 45. North America Smart Pills Sales by Country (2021-2026) & (K Units)
Table 46. North America Smart Pills Revenue by Country (2016-2021e) & (USD Million)
Table 47. North America Smart Pills Revenue by Country (2021-2026) & (USD Million)
Table 48. North America Smart Pills Sales by Type (2016-2021e) & (K Units)
Table 49. North America Smart Pills Sales by Type (2021-2026) & (K Units)
Table 50. North America Smart Pills Sales by Application (2016-2021e) & (K Units)
Table 51. North America Smart Pills Sales by Application (2021-2026) & (K Units)
Table 52. Europe Smart Pills Sales by Country (2016-2021e) & (K Units)
Table 53. Europe Smart Pills Sales by Country (2021-2026) & (K Units)
Table 54. Europe Smart Pills Revenue by Country (2016-2021e) & (USD Million)
Table 55. Europe Smart Pills Revenue by Country (2021-2026) & (USD Million)
Table 56. Europe Smart Pills Sales by Type (2016-2021e) & (K Units)
Table 57. Europe Smart Pills Sales by Type (2021-2026) & (K Units)
Table 58. Europe Smart Pills Sales by Application (2016-2021e) & (K Units)
Table 59. Europe Smart Pills Sales by Application (2021-2026) & (K Units)
Table 60. Asia-Pacific Smart Pills Sales by Region (2016-2021e) & (K Units)
Table 61. Asia-Pacific Smart Pills Sales by Region (2021-2026) & (K Units)
Table 62. Asia-Pacific Smart Pills Revenue by Region (2016-2021e) & (USD Million)
Table 63. Asia-Pacific Smart Pills Revenue by Region (2021-2026) & (USD Million)
Table 64. Asia-Pacific Smart Pills Sales by Type (2016-2021e) & (K Units)
Table 65. Asia-Pacific Smart Pills Sales by Type (2021-2026) & (K Units)
Table 66. Asia-Pacific Smart Pills Sales by Application (2016-2021e) & (K Units)
Table 67. Asia-Pacific Smart Pills Sales by Application (2021-2026) & (K Units)
Table 68. South America Smart Pills Sales by Country (2016-2021e) & (K Units)
Table 69. South America Smart Pills Sales by Country (2021-2026) & (K Units)
Table 70. South America Smart Pills Revenue by Country (2016-2021e) & (USD Million)
Table 71. South America Smart Pills Revenue by Country (2021-2026) & (USD Million)
Table 72. South America Smart Pills Sales by Type (2016-2021e) & (K Units)
Table 73. South America Smart Pills Sales by Type (2021-2026) & (K Units)
Table 74. South America Smart Pills Sales by Application (2016-2021e) & (K Units)
Table 75. South America Smart Pills Sales by Application (2021-2026) & (K Units)
Table 76. Middle East & Africa Smart Pills Sales by Country (2016-2021e) & (K Units)
Table 77. Middle East & Africa Smart Pills Sales by Country (2021-2026) & (K Units)
Table 78. Middle East & Africa Smart Pills Revenue by Country (2016-2021e) & (USD Million)
Table 79. Middle East & Africa Smart Pills Revenue by Country (2021-2026) & (USD Million)
Table 80. Middle East & Africa Smart Pills Sales by Type (2016-2021e) & (K Units)
Table 81. Middle East & Africa Smart Pills Sales by Type (2021-2026) & (K Units)
Table 82. Middle East & Africa Smart Pills Sales by Application (2016-2021e) & (K Units)
Table 83. Middle East & Africa Smart Pills Sales by Application (2021-2026) & (K Units)
Table 84. Direct Channel Pros & Cons
Table 85. Indirect Channel Pros & Cons
Table 86. Smart Pills Typical Distributors
Table 87. Smart Pills Typical Customers
List of Figures
Figure 1. Smart Pills Picture
Figure 2. Global Smart Pills Sales Market Share by Type in 2020
Figure 3. Esophagus
Figure 4. Small Intestine
Figure 5. Large Intestine
Figure 6. Stomach
Figure 7. Global Smart Pills Sales Market Share by Application in 2020
Figure 8. Capsule Endoscopy
Figure 9. Drug Delivery
Figure 10. Patient Monitoring
Figure 11. Global Smart Pills Market Size, (USD Million) & (K Units): 2020 VS 2021 VS 2026
Figure 12. Global Smart Pills Market Size and Forecast (2016-2026) & (USD Million)
Figure 13. United States Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 14. Canada Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 15. Mexico Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 16. Germany Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 17. France Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 18. United Kingdom Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 19. Russia Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 20. Italy Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 21. China Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 22. Japan Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 23. Korea Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 24. India Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 25. Southeast Asia Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 26. Australia Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 27. Brazil Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 28. Egypt Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 29. Saudi Arabia Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 30. South Africa Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 31. Turkey Smart Pills Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 32. Global Smart Pills Sales (2016-2026) & (K Units)
Figure 33. Global Smart Pills Production Capacity (2016-2026) & (K Units)
Figure 34. Global Smart Pills Production Capacity by Geographic Region: 2020 VS 2021
Figure 35. Smart Pills Market Drivers
Figure 36. Smart Pills Market Restraints
Figure 37. Smart Pills Market Trends
Figure 38. Global Smart Pills Sales Market Share by Manufacturer in 2020
Figure 39. Global Smart Pills Revenue Market Share by Manufacturer in 2020
Figure 40. Smart Pills Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 41. Top 3 Smart Pills Manufacturer (Revenue) Market Share in 2020
Figure 42. Top 6 Smart Pills Manufacturer (Revenue) Market Share in 2020
Figure 43. Global Smart Pills Sales Market Share by Region (2016-2026)
Figure 44. Global Smart Pills Revenue Market Share by Region (2016-2026)
Figure 45. North America Smart Pills Revenue (2016-2026) & (USD Million)
Figure 46. Europe Smart Pills Revenue (2016-2026) & (USD Million)
Figure 47. Asia-Pacific Smart Pills Revenue (2016-2026) & (USD Million)
Figure 48. South America Smart Pills Revenue (2016-2026) & (USD Million)
Figure 49. Middle East & Africa Smart Pills Revenue (2016-2026) & (USD Million)
Figure 50. Global Smart Pills Sales Market Share by Type (2016-2026)
Figure 51. Global Smart Pills Revenue Market Share by Type (2016-2026)
Figure 52. Global Smart Pills Price by Type (2016-2026) & (USD/Unit)
Figure 53. Global Smart Pills Sales Market Share by Application (2016-2026)
Figure 54. Global Smart Pills Revenue Market Share by Application (2016-2026)
Figure 55. Global Smart Pills Price by Application (2016-2026) & (USD/Unit)
Figure 56. North America Smart Pills Sales Market Share by Country (2016-2026)
Figure 57. North America Smart Pills Revenue Market Share by Country (2016-2026)
Figure 58. North America Smart Pills Sales Market Share by Type (2016-2026)
Figure 59. North America Smart Pills Sales Market Share by Application (2016-2026)
Figure 60. Europe Smart Pills Sales Market Share by Country (2016-2026)
Figure 61. Europe Smart Pills Revenue Market Share by Country (2016-2026)
Figure 62. Europe Smart Pills Sales Market Share by Type (2016-2026)
Figure 63. Europe Smart Pills Sales Market Share by Application (2016-2026)
Figure 64. Asia-Pacific Smart Pills Sales Market Share by Region (2016-2026)
Figure 65. Asia-Pacific Smart Pills Revenue Market Share by Region (2016-2026)
Figure 66. Asia-Pacific Smart Pills Sales Market Share by Region (2016-2026)
Figure 67. Asia-Pacific Smart Pills Sales Market Share by Application (2016-2026)
Figure 68. South America Smart Pills Sales Market Share by Country (2016-2026)
Figure 69. South America Smart Pills Revenue Market Share by Country (2016-2026)
Figure 70. South America Smart Pills Sales Market Share by Type (2016-2026)
Figure 71. South America Smart Pills Sales Market Share by Application (2016-2026)
Figure 72. Middle East & Africa Smart Pills Sales Market Share by Country (2016-2026)
Figure 73. Middle East & Africa Smart Pills Revenue Market Share by Country (2016-2026)
Figure 74. Middle East & Africa Smart Pills Sales Market Share by Type (2016-2026)
Figure 75. Middle East & Africa Smart Pills 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
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