Global Managed NAND Market Research Report 2023

The global Managed NAND market was valued at US$ million in 2022 and is anticipated to reach US$ million by 2029, witnessing a CAGR of % during the forecast period 2023-2029. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.

North American market for Managed NAND is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.

Asia-Pacific market for Managed NAND is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.

The key global companies of Managed NAND include Micron Technology, Advantech, Greenliant, Apacer, Swissbit and Virtium, etc. In 2022, the world's top three vendors accounted for approximately % of the revenue.

This report aims to provide a comprehensive presentation of the global market for Managed NAND, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Managed NAND.

The Managed NAND market size, estimations, and forecasts are provided in terms of output/shipments (K Units) and revenue ($ millions), considering 2022 as the base year, with history and forecast data for the period from 2018 to 2029. This report segments the global Managed NAND market comprehensively. Regional market sizes, concerning products by type, by application and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Managed NAND manufacturers, new entrants, and industry chain related companies in this market with information on the revenues, production, and average price for the overall market and the sub-segments across the different segments, by company, by type, by application, and by regions.

1.1 Product Definition

1.2 Managed NAND Segment by Type

1.2.1 Global Managed NAND Market Value Growth Rate Analysis by Type 2022 VS 2029

1.2.2 eUSB

1.2.3 PATA Flash Drive

1.2.4 SATA Flash Drive

1.2.5 USB Dish Module

1.3 Managed NAND Segment by Application

1.3.1 Global Managed NAND Market Value Growth Rate Analysis by Application: 2022 VS 2029

1.3.2 Computer

1.3.3 TV Set

1.3.4 Smart Phone

1.3.5 Radio

1.3.6 Others

1.4 Global Market Growth Prospects

1.4.1 Global Managed NAND Production Value Estimates and Forecasts (2018-2029)

1.4.2 Global Managed NAND Production Capacity Estimates and Forecasts (2018-2029)

1.4.3 Global Managed NAND Production Estimates and Forecasts (2018-2029)

1.4.4 Global Managed NAND Market Average Price Estimates and Forecasts (2018-2029)

1.5 Assumptions and Limitations

2.1 Global Managed NAND Production Market Share by Manufacturers (2018-2023)

2.2 Global Managed NAND Production Value Market Share by Manufacturers (2018-2023)

2.3 Global Key Players of Managed NAND, Industry Ranking, 2021 VS 2022 VS 2023

2.4 Global Managed NAND Market Share by Company Type (Tier 1, Tier 2 and Tier 3)

2.5 Global Managed NAND Average Price by Manufacturers (2018-2023)

2.6 Global Key Manufacturers of Managed NAND, Manufacturing Base Distribution and Headquarters

2.7 Global Key Manufacturers of Managed NAND, Product Offered and Application

2.8 Global Key Manufacturers of Managed NAND, Date of Enter into This Industry

2.9 Managed NAND Market Competitive Situation and Trends

2.9.1 Managed NAND Market Concentration Rate

2.9.2 Global 5 and 10 Largest Managed NAND Players Market Share by Revenue

2.10 Mergers & Acquisitions, Expansion

3.1 Global Managed NAND Production Value Estimates and Forecasts by Region: 2018 VS 2022 VS 2029

3.2 Global Managed NAND Production Value by Region (2018-2029)

3.2.1 Global Managed NAND Production Value Market Share by Region (2018-2023)

3.2.2 Global Forecasted Production Value of Managed NAND by Region (2024-2029)

3.3 Global Managed NAND Production Estimates and Forecasts by Region: 2018 VS 2022 VS 2029

3.4 Global Managed NAND Production by Region (2018-2029)

3.4.1 Global Managed NAND Production Market Share by Region (2018-2023)

3.4.2 Global Forecasted Production of Managed NAND by Region (2024-2029)

3.5 Global Managed NAND Market Price Analysis by Region (2018-2023)

3.6 Global Managed NAND Production and Value, Year-over-Year Growth

3.6.1 North America Managed NAND Production Value Estimates and Forecasts (2018-2029)

3.6.2 Europe Managed NAND Production Value Estimates and Forecasts (2018-2029)

3.6.3 China Managed NAND Production Value Estimates and Forecasts (2018-2029)

3.6.4 Japan Managed NAND Production Value Estimates and Forecasts (2018-2029)

3.6.5 South Korea Managed NAND Production Value Estimates and Forecasts (2018-2029)

4.1 Global Managed NAND Consumption Estimates and Forecasts by Region: 2018 VS 2022 VS 2029

4.2 Global Managed NAND Consumption by Region (2018-2029)

4.2.1 Global Managed NAND Consumption by Region (2018-2023)

4.2.2 Global Managed NAND Forecasted Consumption by Region (2024-2029)

4.3 North America

4.3.1 North America Managed NAND Consumption Growth Rate by Country: 2018 VS 2022 VS 2029

4.3.2 North America Managed NAND Consumption by Country (2018-2029)

4.3.3 U.S.

4.3.4 Canada

4.4 Europe

4.4.1 Europe Managed NAND Consumption Growth Rate by Country: 2018 VS 2022 VS 2029

4.4.2 Europe Managed NAND Consumption by Country (2018-2029)

4.4.3 Germany

4.4.4 France

4.4.5 U.K.

4.4.6 Italy

4.4.7 Russia

4.5 Asia Pacific

4.5.1 Asia Pacific Managed NAND Consumption Growth Rate by Region: 2018 VS 2022 VS 2029

4.5.2 Asia Pacific Managed NAND Consumption by Region (2018-2029)

4.5.3 China

4.5.4 Japan

4.5.5 South Korea

4.5.6 China Taiwan

4.5.7 Southeast Asia

4.5.8 India

4.6 Latin America, Middle East & Africa

4.6.1 Latin America, Middle East & Africa Managed NAND Consumption Growth Rate by Country: 2018 VS 2022 VS 2029

4.6.2 Latin America, Middle East & Africa Managed NAND Consumption by Country (2018-2029)

4.6.3 Mexico

4.6.4 Brazil

4.6.5 Turkey

5.1 Global Managed NAND Production by Type (2018-2029)

5.1.1 Global Managed NAND Production by Type (2018-2023)

5.1.2 Global Managed NAND Production by Type (2024-2029)

5.1.3 Global Managed NAND Production Market Share by Type (2018-2029)

5.2 Global Managed NAND Production Value by Type (2018-2029)

5.2.1 Global Managed NAND Production Value by Type (2018-2023)

5.2.2 Global Managed NAND Production Value by Type (2024-2029)

5.2.3 Global Managed NAND Production Value Market Share by Type (2018-2029)

5.3 Global Managed NAND Price by Type (2018-2029)

6.1 Global Managed NAND Production by Application (2018-2029)

6.1.1 Global Managed NAND Production by Application (2018-2023)

6.1.2 Global Managed NAND Production by Application (2024-2029)

6.1.3 Global Managed NAND Production Market Share by Application (2018-2029)

6.2 Global Managed NAND Production Value by Application (2018-2029)

6.2.1 Global Managed NAND Production Value by Application (2018-2023)

6.2.2 Global Managed NAND Production Value by Application (2024-2029)

6.2.3 Global Managed NAND Production Value Market Share by Application (2018-2029)

6.3 Global Managed NAND Price by Application (2018-2029)

7.1 Micron Technology

7.1.1 Micron Technology Managed NAND Corporation Information

7.1.2 Micron Technology Managed NAND Product Portfolio

7.1.3 Micron Technology Managed NAND Production, Value, Price and Gross Margin (2018-2023)

7.1.4 Micron Technology Main Business and Markets Served

7.1.5 Micron Technology Recent Developments/Updates

7.2 Advantech

7.2.1 Advantech Managed NAND Corporation Information

7.2.2 Advantech Managed NAND Product Portfolio

7.2.3 Advantech Managed NAND Production, Value, Price and Gross Margin (2018-2023)

7.2.4 Advantech Main Business and Markets Served

7.2.5 Advantech Recent Developments/Updates

7.3 Greenliant

7.3.1 Greenliant Managed NAND Corporation Information

7.3.2 Greenliant Managed NAND Product Portfolio

7.3.3 Greenliant Managed NAND Production, Value, Price and Gross Margin (2018-2023)

7.3.4 Greenliant Main Business and Markets Served

7.3.5 Greenliant Recent Developments/Updates

7.4 Apacer

7.4.1 Apacer Managed NAND Corporation Information

7.4.2 Apacer Managed NAND Product Portfolio

7.4.3 Apacer Managed NAND Production, Value, Price and Gross Margin (2018-2023)

7.4.4 Apacer Main Business and Markets Served

7.4.5 Apacer Recent Developments/Updates

7.5 Swissbit

7.5.1 Swissbit Managed NAND Corporation Information

7.5.2 Swissbit Managed NAND Product Portfolio

7.5.3 Swissbit Managed NAND Production, Value, Price and Gross Margin (2018-2023)

7.5.4 Swissbit Main Business and Markets Served

7.5.5 Swissbit Recent Developments/Updates

7.6 Virtium

7.6.1 Virtium Managed NAND Corporation Information

7.6.2 Virtium Managed NAND Product Portfolio

7.6.3 Virtium Managed NAND Production, Value, Price and Gross Margin (2018-2023)

7.6.4 Virtium Main Business and Markets Served

7.6.5 Virtium Recent Developments/Updates

8.1 Managed NAND Industry Chain Analysis

8.2 Managed NAND Key Raw Materials

8.2.1 Key Raw Materials

8.2.2 Raw Materials Key Suppliers

8.3 Managed NAND Production Mode & Process

8.4 Managed NAND Sales and Marketing

8.4.1 Managed NAND Sales Channels

8.4.2 Managed NAND Distributors

8.5 Managed NAND Customers

9.1 Managed NAND Industry Trends

9.2 Managed NAND Market Drivers

9.3 Managed NAND Market Challenges

9.4 Managed NAND Market Restraints

11.1 Methodology/Research Approach

11.1.1 Research Programs/Design

11.1.2 Market Size Estimation

11.1.3 Market Breakdown and Data Triangulation

11.2 Data Source

11.2.1 Secondary Sources

11.2.2 Primary Sources

11.3 Author List

11.4 Disclaimer

List of Tables

    Table 1. Global Managed NAND Market Value by Type, (US$ Million) & (2022 VS 2029)

    Table 2. Global Managed NAND Market Value by Application, (US$ Million) & (2022 VS 2029)

    Table 3. Global Managed NAND Production Capacity (K Units) by Manufacturers in 2022

    Table 4. Global Managed NAND Production by Manufacturers (2018-2023) & (K Units)

    Table 5. Global Managed NAND Production Market Share by Manufacturers (2018-2023)

    Table 6. Global Managed NAND Production Value by Manufacturers (2018-2023) & (US$ Million)

    Table 7. Global Managed NAND Production Value Share by Manufacturers (2018-2023)

    Table 8. Global Managed NAND Industry Ranking 2021 VS 2022 VS 2023

    Table 9. Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Managed NAND as of 2022)

    Table 10. Global Market Managed NAND Average Price by Manufacturers (USD/Unit) & (2018-2023)

    Table 11. Manufacturers Managed NAND Production Sites and Area Served

    Table 12. Manufacturers Managed NAND Product Types

    Table 13. Global Managed NAND Manufacturers Market Concentration Ratio (CR5 and HHI)

    Table 14. Mergers & Acquisitions, Expansion

    Table 15. Global Managed NAND Production Value by Region: 2018 VS 2022 VS 2029 (US$ Million)

    Table 16. Global Managed NAND Production Value (US$ Million) by Region (2018-2023)

    Table 17. Global Managed NAND Production Value Market Share by Region (2018-2023)

    Table 18. Global Managed NAND Production Value (US$ Million) Forecast by Region (2024-2029)

    Table 19. Global Managed NAND Production Value Market Share Forecast by Region (2024-2029)

    Table 20. Global Managed NAND Production Comparison by Region: 2018 VS 2022 VS 2029 (K Units)

    Table 21. Global Managed NAND Production (K Units) by Region (2018-2023)

    Table 22. Global Managed NAND Production Market Share by Region (2018-2023)

    Table 23. Global Managed NAND Production (K Units) Forecast by Region (2024-2029)

    Table 24. Global Managed NAND Production Market Share Forecast by Region (2024-2029)

    Table 25. Global Managed NAND Market Average Price (USD/Unit) by Region (2018-2023)

    Table 26. Global Managed NAND Market Average Price (USD/Unit) by Region (2024-2029)

    Table 27. Global Managed NAND Consumption Growth Rate by Region: 2018 VS 2022 VS 2029 (K Units)

    Table 28. Global Managed NAND Consumption by Region (2018-2023) & (K Units)

    Table 29. Global Managed NAND Consumption Market Share by Region (2018-2023)

    Table 30. Global Managed NAND Forecasted Consumption by Region (2024-2029) & (K Units)

    Table 31. Global Managed NAND Forecasted Consumption Market Share by Region (2018-2023)

    Table 32. North America Managed NAND Consumption Growth Rate by Country: 2018 VS 2022 VS 2029 (K Units)

    Table 33. North America Managed NAND Consumption by Country (2018-2023) & (K Units)

    Table 34. North America Managed NAND Consumption by Country (2024-2029) & (K Units)

    Table 35. Europe Managed NAND Consumption Growth Rate by Country: 2018 VS 2022 VS 2029 (K Units)

    Table 36. Europe Managed NAND Consumption by Country (2018-2023) & (K Units)

    Table 37. Europe Managed NAND Consumption by Country (2024-2029) & (K Units)

    Table 38. Asia Pacific Managed NAND Consumption Growth Rate by Region: 2018 VS 2022 VS 2029 (K Units)

    Table 39. Asia Pacific Managed NAND Consumption by Region (2018-2023) & (K Units)

    Table 40. Asia Pacific Managed NAND Consumption by Region (2024-2029) & (K Units)

    Table 41. Latin America, Middle East & Africa Managed NAND Consumption Growth Rate by Country: 2018 VS 2022 VS 2029 (K Units)

    Table 42. Latin America, Middle East & Africa Managed NAND Consumption by Country (2018-2023) & (K Units)

    Table 43. Latin America, Middle East & Africa Managed NAND Consumption by Country (2024-2029) & (K Units)

    Table 44. Global Managed NAND Production (K Units) by Type (2018-2023)

    Table 45. Global Managed NAND Production (K Units) by Type (2024-2029)

    Table 46. Global Managed NAND Production Market Share by Type (2018-2023)

    Table 47. Global Managed NAND Production Market Share by Type (2024-2029)

    Table 48. Global Managed NAND Production Value (US$ Million) by Type (2018-2023)

    Table 49. Global Managed NAND Production Value (US$ Million) by Type (2024-2029)

    Table 50. Global Managed NAND Production Value Share by Type (2018-2023)

    Table 51. Global Managed NAND Production Value Share by Type (2024-2029)

    Table 52. Global Managed NAND Price (USD/Unit) by Type (2018-2023)

    Table 53. Global Managed NAND Price (USD/Unit) by Type (2024-2029)

    Table 54. Global Managed NAND Production (K Units) by Application (2018-2023)

    Table 55. Global Managed NAND Production (K Units) by Application (2024-2029)

    Table 56. Global Managed NAND Production Market Share by Application (2018-2023)

    Table 57. Global Managed NAND Production Market Share by Application (2024-2029)

    Table 58. Global Managed NAND Production Value (US$ Million) by Application (2018-2023)

    Table 59. Global Managed NAND Production Value (US$ Million) by Application (2024-2029)

    Table 60. Global Managed NAND Production Value Share by Application (2018-2023)

    Table 61. Global Managed NAND Production Value Share by Application (2024-2029)

    Table 62. Global Managed NAND Price (USD/Unit) by Application (2018-2023)

    Table 63. Global Managed NAND Price (USD/Unit) by Application (2024-2029)

    Table 64. Micron Technology Managed NAND Corporation Information

    Table 65. Micron Technology Specification and Application

    Table 66. Micron Technology Managed NAND Production (K Units), Value (US$ Million), Price (USD/Unit) and Gross Margin (2018-2023)

    Table 67. Micron Technology Main Business and Markets Served

    Table 68. Micron Technology Recent Developments/Updates

    Table 69. Advantech Managed NAND Corporation Information

    Table 70. Advantech Specification and Application

    Table 71. Advantech Managed NAND Production (K Units), Value (US$ Million), Price (USD/Unit) and Gross Margin (2018-2023)

    Table 72. Advantech Main Business and Markets Served

    Table 73. Advantech Recent Developments/Updates

    Table 74. Greenliant Managed NAND Corporation Information

    Table 75. Greenliant Specification and Application

    Table 76. Greenliant Managed NAND Production (K Units), Value (US$ Million), Price (USD/Unit) and Gross Margin (2018-2023)

    Table 77. Greenliant Main Business and Markets Served

    Table 78. Greenliant Recent Developments/Updates

    Table 79. Apacer Managed NAND Corporation Information

    Table 80. Apacer Specification and Application

    Table 81. Apacer Managed NAND Production (K Units), Value (US$ Million), Price (USD/Unit) and Gross Margin (2018-2023)

    Table 82. Apacer Main Business and Markets Served

    Table 83. Apacer Recent Developments/Updates

    Table 84. Swissbit Managed NAND Corporation Information

    Table 85. Swissbit Specification and Application

    Table 86. Swissbit Managed NAND Production (K Units), Value (US$ Million), Price (USD/Unit) and Gross Margin (2018-2023)

    Table 87. Swissbit Main Business and Markets Served

    Table 88. Swissbit Recent Developments/Updates

    Table 89. Virtium Managed NAND Corporation Information

    Table 90. Virtium Specification and Application

    Table 91. Virtium Managed NAND Production (K Units), Value (US$ Million), Price (USD/Unit) and Gross Margin (2018-2023)

    Table 92. Virtium Main Business and Markets Served

    Table 93. Virtium Recent Developments/Updates

    Table 94. Key Raw Materials Lists

    Table 95. Raw Materials Key Suppliers Lists

    Table 96. Managed NAND Distributors List

    Table 97. Managed NAND Customers List

    Table 98. Managed NAND Market Trends

    Table 99. Managed NAND Market Drivers

    Table 100. Managed NAND Market Challenges

    Table 101. Managed NAND Market Restraints

    Table 102. Research Programs/Design for This Report

    Table 103. Key Data Information from Secondary Sources

    Table 104. Key Data Information from Primary Sources

List of Figures

    Figure 1. Product Picture of Managed NAND

    Figure 2. Global Managed NAND Market Value by Type, (US$ Million) & (2022 VS 2029)

    Figure 3. Global Managed NAND Market Share by Type: 2022 VS 2029

    Figure 4. eUSB Product Picture

    Figure 5. PATA Flash Drive Product Picture

    Figure 6. SATA Flash Drive Product Picture

    Figure 7. USB Dish Module Product Picture

    Figure 8. Global Managed NAND Market Value by Application, (US$ Million) & (2022 VS 2029)

    Figure 9. Global Managed NAND Market Share by Application: 2022 VS 2029

    Figure 10. Computer

    Figure 11. TV Set

    Figure 12. Smart Phone

    Figure 13. Radio

    Figure 14. Others

    Figure 15. Global Managed NAND Production Value (US$ Million), 2018 VS 2022 VS 2029

    Figure 16. Global Managed NAND Production Value (US$ Million) & (2018-2029)

    Figure 17. Global Managed NAND Production (K Units) & (2018-2029)

    Figure 18. Global Managed NAND Average Price (USD/Unit) & (2018-2029)

    Figure 19. Managed NAND Report Years Considered

    Figure 20. Managed NAND Production Share by Manufacturers in 2022

    Figure 21. Managed NAND Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2018 VS 2022

    Figure 22. The Global 5 and 10 Largest Players: Market Share by Managed NAND Revenue in 2022

    Figure 23. Global Managed NAND Production Value by Region: 2018 VS 2022 VS 2029 (US$ Million)

    Figure 24. Global Managed NAND Production Value Market Share by Region: 2018 VS 2022 VS 2029

    Figure 25. Global Managed NAND Production Comparison by Region: 2018 VS 2022 VS 2029 (K Units)

    Figure 26. Global Managed NAND Production Market Share by Region: 2018 VS 2022 VS 2029

    Figure 27. North America Managed NAND Production Value (US$ Million) Growth Rate (2018-2029)

    Figure 28. Europe Managed NAND Production Value (US$ Million) Growth Rate (2018-2029)

    Figure 29. China Managed NAND Production Value (US$ Million) Growth Rate (2018-2029)

    Figure 30. Japan Managed NAND Production Value (US$ Million) Growth Rate (2018-2029)

    Figure 31. South Korea Managed NAND Production Value (US$ Million) Growth Rate (2018-2029)

    Figure 32. Global Managed NAND Consumption by Region: 2018 VS 2022 VS 2029 (K Units)

    Figure 33. Global Managed NAND Consumption Market Share by Region: 2018 VS 2022 VS 2029

    Figure 34. North America Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 35. North America Managed NAND Consumption Market Share by Country (2018-2029)

    Figure 36. Canada Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 37. U.S. Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 38. Europe Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 39. Europe Managed NAND Consumption Market Share by Country (2018-2029)

    Figure 40. Germany Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 41. France Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 42. U.K. Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 43. Italy Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 44. Russia Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 45. Asia Pacific Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 46. Asia Pacific Managed NAND Consumption Market Share by Regions (2018-2029)

    Figure 47. China Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 48. Japan Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 49. South Korea Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 50. China Taiwan Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 51. Southeast Asia Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 52. India Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 53. Latin America, Middle East & Africa Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 54. Latin America, Middle East & Africa Managed NAND Consumption Market Share by Country (2018-2029)

    Figure 55. Mexico Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 56. Brazil Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 57. Turkey Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 58. GCC Countries Managed NAND Consumption and Growth Rate (2018-2023) & (K Units)

    Figure 59. Global Production Market Share of Managed NAND by Type (2018-2029)

    Figure 60. Global Production Value Market Share of Managed NAND by Type (2018-2029)

    Figure 61. Global Managed NAND Price (USD/Unit) by Type (2018-2029)

    Figure 62. Global Production Market Share of Managed NAND by Application (2018-2029)

    Figure 63. Global Production Value Market Share of Managed NAND by Application (2018-2029)

    Figure 64. Global Managed NAND Price (USD/Unit) by Application (2018-2029)

    Figure 65. Managed NAND Value Chain

    Figure 66. Managed NAND Production Process

    Figure 67. Channels of Distribution (Direct Vs Distribution)

    Figure 68. Distributors Profiles

    Figure 69. Bottom-up and Top-down Approaches for This Report

    Figure 70. Data Triangulation