Global Resistor String DAC Market Research Report 2023
Table of Contents1 Resistor String DAC Market Overview
1.1 Product Definition
1.2 Resistor String DAC Segment by Type
1.2.1 Global Resistor String DAC Market Value Growth Rate Analysis by Type 2022 VS 2029
1.2.2 Differential Output
1.2.3 Non-Differential Output
1.3 Resistor String DAC Segment by Application
1.3.1 Global Resistor String DAC Market Value Growth Rate Analysis by Application: 2022 VS 2029
1.3.2 Remote Control
1.3.3 Game Controller
1.3.4 Other
1.4 Global Market Growth Prospects
1.4.1 Global Resistor String DAC Production Value Estimates and Forecasts (2018-2029)
1.4.2 Global Resistor String DAC Production Capacity Estimates and Forecasts (2018-2029)
1.4.3 Global Resistor String DAC Production Estimates and Forecasts (2018-2029)
1.4.4 Global Resistor String DAC Market Average Price Estimates and Forecasts (2018-2029)
1.5 Assumptions and Limitations
2 Market Competition by Manufacturers
2.1 Global Resistor String DAC Production Market Share by Manufacturers (2018-2023)
2.2 Global Resistor String DAC Production Value Market Share by Manufacturers (2018-2023)
2.3 Global Key Players of Resistor String DAC, Industry Ranking, 2021 VS 2022 VS 2023
2.4 Global Resistor String DAC Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
2.5 Global Resistor String DAC Average Price by Manufacturers (2018-2023)
2.6 Global Key Manufacturers of Resistor String DAC, Manufacturing Base Distribution and Headquarters
2.7 Global Key Manufacturers of Resistor String DAC, Product Offered and Application
2.8 Global Key Manufacturers of Resistor String DAC, Date of Enter into This Industry
2.9 Resistor String DAC Market Competitive Situation and Trends
2.9.1 Resistor String DAC Market Concentration Rate
2.9.2 Global 5 and 10 Largest Resistor String DAC Players Market Share by Revenue
2.10 Mergers & Acquisitions, Expansion
3 Resistor String DAC Production by Region
3.1 Global Resistor String DAC Production Value Estimates and Forecasts by Region: 2018 VS 2022 VS 2029
3.2 Global Resistor String DAC Production Value by Region (2018-2029)
3.2.1 Global Resistor String DAC Production Value Market Share by Region (2018-2023)
3.2.2 Global Forecasted Production Value of Resistor String DAC by Region (2024-2029)
3.3 Global Resistor String DAC Production Estimates and Forecasts by Region: 2018 VS 2022 VS 2029
3.4 Global Resistor String DAC Production by Region (2018-2029)
3.4.1 Global Resistor String DAC Production Market Share by Region (2018-2023)
3.4.2 Global Forecasted Production of Resistor String DAC by Region (2024-2029)
3.5 Global Resistor String DAC Market Price Analysis by Region (2018-2023)
3.6 Global Resistor String DAC Production and Value, Year-over-Year Growth
3.6.1 North America Resistor String DAC Production Value Estimates and Forecasts (2018-2029)
3.6.2 Europe Resistor String DAC Production Value Estimates and Forecasts (2018-2029)
3.6.3 China Resistor String DAC Production Value Estimates and Forecasts (2018-2029)
3.6.4 Japan Resistor String DAC Production Value Estimates and Forecasts (2018-2029)
3.6.5 South Korea Resistor String DAC Production Value Estimates and Forecasts (2018-2029)
4 Resistor String DAC Consumption by Region
4.1 Global Resistor String DAC Consumption Estimates and Forecasts by Region: 2018 VS 2022 VS 2029
4.2 Global Resistor String DAC Consumption by Region (2018-2029)
4.2.1 Global Resistor String DAC Consumption by Region (2018-2023)
4.2.2 Global Resistor String DAC Forecasted Consumption by Region (2024-2029)
4.3 North America
4.3.1 North America Resistor String DAC Consumption Growth Rate by Country: 2018 VS 2022 VS 2029
4.3.2 North America Resistor String DAC Consumption by Country (2018-2029)
4.3.3 United States
4.3.4 Canada
4.4 Europe
4.4.1 Europe Resistor String DAC Consumption Growth Rate by Country: 2018 VS 2022 VS 2029
4.4.2 Europe Resistor String DAC 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 Resistor String DAC Consumption Growth Rate by Region: 2018 VS 2022 VS 2029
4.5.2 Asia Pacific Resistor String DAC 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 Resistor String DAC Consumption Growth Rate by Country: 2018 VS 2022 VS 2029
4.6.2 Latin America, Middle East & Africa Resistor String DAC Consumption by Country (2018-2029)
4.6.3 Mexico
4.6.4 Brazil
4.6.5 Turkey
4.6.6 GCC Countries
5 Segment by Type
5.1 Global Resistor String DAC Production by Type (2018-2029)
5.1.1 Global Resistor String DAC Production by Type (2018-2023)
5.1.2 Global Resistor String DAC Production by Type (2024-2029)
5.1.3 Global Resistor String DAC Production Market Share by Type (2018-2029)
5.2 Global Resistor String DAC Production Value by Type (2018-2029)
5.2.1 Global Resistor String DAC Production Value by Type (2018-2023)
5.2.2 Global Resistor String DAC Production Value by Type (2024-2029)
5.2.3 Global Resistor String DAC Production Value Market Share by Type (2018-2029)
5.3 Global Resistor String DAC Price by Type (2018-2029)
6 Segment by Application
6.1 Global Resistor String DAC Production by Application (2018-2029)
6.1.1 Global Resistor String DAC Production by Application (2018-2023)
6.1.2 Global Resistor String DAC Production by Application (2024-2029)
6.1.3 Global Resistor String DAC Production Market Share by Application (2018-2029)
6.2 Global Resistor String DAC Production Value by Application (2018-2029)
6.2.1 Global Resistor String DAC Production Value by Application (2018-2023)
6.2.2 Global Resistor String DAC Production Value by Application (2024-2029)
6.2.3 Global Resistor String DAC Production Value Market Share by Application (2018-2029)
6.3 Global Resistor String DAC Price by Application (2018-2029)
7 Key Companies Profiled
7.1 Analog Devices Inc.
7.1.1 Analog Devices Inc. Resistor String DAC Corporation Information
7.1.2 Analog Devices Inc. Resistor String DAC Product Portfolio
7.1.3 Analog Devices Inc. Resistor String DAC Production, Value, Price and Gross Margin (2018-2023)
7.1.4 Analog Devices Inc. Main Business and Markets Served
7.1.5 Analog Devices Inc. Recent Developments/Updates
7.2 MaxLinear, Inc.
7.2.1 MaxLinear, Inc. Resistor String DAC Corporation Information
7.2.2 MaxLinear, Inc. Resistor String DAC Product Portfolio
7.2.3 MaxLinear, Inc. Resistor String DAC Production, Value, Price and Gross Margin (2018-2023)
7.2.4 MaxLinear, Inc. Main Business and Markets Served
7.2.5 MaxLinear, Inc. Recent Developments/Updates
7.3 Microchip Technology
7.3.1 Microchip Technology Resistor String DAC Corporation Information
7.3.2 Microchip Technology Resistor String DAC Product Portfolio
7.3.3 Microchip Technology Resistor String DAC Production, Value, Price and Gross Margin (2018-2023)
7.3.4 Microchip Technology Main Business and Markets Served
7.3.5 Microchip Technology Recent Developments/Updates
7.4 NXP USA Inc.
7.4.1 NXP USA Inc. Resistor String DAC Corporation Information
7.4.2 NXP USA Inc. Resistor String DAC Product Portfolio
7.4.3 NXP USA Inc. Resistor String DAC Production, Value, Price and Gross Margin (2018-2023)
7.4.4 NXP USA Inc. Main Business and Markets Served
7.4.5 NXP USA Inc. Recent Developments/Updates
7.5 Renesas Electronics America Inc
7.5.1 Renesas Electronics America Inc Resistor String DAC Corporation Information
7.5.2 Renesas Electronics America Inc Resistor String DAC Product Portfolio
7.5.3 Renesas Electronics America Inc Resistor String DAC Production, Value, Price and Gross Margin (2018-2023)
7.5.4 Renesas Electronics America Inc Main Business and Markets Served
7.5.5 Renesas Electronics America Inc Recent Developments/Updates
7.6 Texas Instruments
7.6.1 Texas Instruments Resistor String DAC Corporation Information
7.6.2 Texas Instruments Resistor String DAC Product Portfolio
7.6.3 Texas Instruments Resistor String DAC Production, Value, Price and Gross Margin (2018-2023)
7.6.4 Texas Instruments Main Business and Markets Served
7.6.5 Texas Instruments Recent Developments/Updates
8 Industry Chain and Sales Channels Analysis
8.1 Resistor String DAC Industry Chain Analysis
8.2 Resistor String DAC Key Raw Materials
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.3 Resistor String DAC Production Mode & Process
8.4 Resistor String DAC Sales and Marketing
8.4.1 Resistor String DAC Sales Channels
8.4.2 Resistor String DAC Distributors
8.5 Resistor String DAC Customers
9 Resistor String DAC Market Dynamics
9.1 Resistor String DAC Industry Trends
9.2 Resistor String DAC Market Drivers
9.3 Resistor String DAC Market Challenges
9.4 Resistor String DAC Market Restraints
10 Research Finding and Conclusion
11 Methodology and Data Source
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 TablesTable 1. Global Resistor String DAC Market Value by Type, (US$ Million) & (2022 VS 2029)
Table 2. Global Resistor String DAC Market Value by Application, (US$ Million) & (2022 VS 2029)
Table 3. Global Resistor String DAC Production Capacity (K Units) by Manufacturers in 2022
Table 4. Global Resistor String DAC Production by Manufacturers (2018-2023) & (K Units)
Table 5. Global Resistor String DAC Production Market Share by Manufacturers (2018-2023)
Table 6. Global Resistor String DAC Production Value by Manufacturers (2018-2023) & (US$ Million)
Table 7. Global Resistor String DAC Production Value Share by Manufacturers (2018-2023)
Table 8. Global Resistor String DAC Industry Ranking 2021 VS 2022 VS 2023
Table 9. Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Resistor String DAC as of 2022)
Table 10. Global Market Resistor String DAC Average Price by Manufacturers (US$/Unit) & (2018-2023)
Table 11. Manufacturers Resistor String DAC Production Sites and Area Served
Table 12. Manufacturers Resistor String DAC Product Types
Table 13. Global Resistor String DAC Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 14. Mergers & Acquisitions, Expansion
Table 15. Global Resistor String DAC Production Value by Region: 2018 VS 2022 VS 2029 (US$ Million)
Table 16. Global Resistor String DAC Production Value (US$ Million) by Region (2018-2023)
Table 17. Global Resistor String DAC Production Value Market Share by Region (2018-2023)
Table 18. Global Resistor String DAC Production Value (US$ Million) Forecast by Region (2024-2029)
Table 19. Global Resistor String DAC Production Value Market Share Forecast by Region (2024-2029)
Table 20. Global Resistor String DAC Production Comparison by Region: 2018 VS 2022 VS 2029 (K Units)
Table 21. Global Resistor String DAC Production (K Units) by Region (2018-2023)
Table 22. Global Resistor String DAC Production Market Share by Region (2018-2023)
Table 23. Global Resistor String DAC Production (K Units) Forecast by Region (2024-2029)
Table 24. Global Resistor String DAC Production Market Share Forecast by Region (2024-2029)
Table 25. Global Resistor String DAC Market Average Price (US$/Unit) by Region (2018-2023)
Table 26. Global Resistor String DAC Market Average Price (US$/Unit) by Region (2024-2029)
Table 27. Global Resistor String DAC Consumption Growth Rate by Region: 2018 VS 2022 VS 2029 (K Units)
Table 28. Global Resistor String DAC Consumption by Region (2018-2023) & (K Units)
Table 29. Global Resistor String DAC Consumption Market Share by Region (2018-2023)
Table 30. Global Resistor String DAC Forecasted Consumption by Region (2024-2029) & (K Units)
Table 31. Global Resistor String DAC Forecasted Consumption Market Share by Region (2018-2023)
Table 32. North America Resistor String DAC Consumption Growth Rate by Country: 2018 VS 2022 VS 2029 (K Units)
Table 33. North America Resistor String DAC Consumption by Country (2018-2023) & (K Units)
Table 34. North America Resistor String DAC Consumption by Country (2024-2029) & (K Units)
Table 35. Europe Resistor String DAC Consumption Growth Rate by Country: 2018 VS 2022 VS 2029 (K Units)
Table 36. Europe Resistor String DAC Consumption by Country (2018-2023) & (K Units)
Table 37. Europe Resistor String DAC Consumption by Country (2024-2029) & (K Units)
Table 38. Asia Pacific Resistor String DAC Consumption Growth Rate by Region: 2018 VS 2022 VS 2029 (K Units)
Table 39. Asia Pacific Resistor String DAC Consumption by Region (2018-2023) & (K Units)
Table 40. Asia Pacific Resistor String DAC Consumption by Region (2024-2029) & (K Units)
Table 41. Latin America, Middle East & Africa Resistor String DAC Consumption Growth Rate by Country: 2018 VS 2022 VS 2029 (K Units)
Table 42. Latin America, Middle East & Africa Resistor String DAC Consumption by Country (2018-2023) & (K Units)
Table 43. Latin America, Middle East & Africa Resistor String DAC Consumption by Country (2024-2029) & (K Units)
Table 44. Global Resistor String DAC Production (K Units) by Type (2018-2023)
Table 45. Global Resistor String DAC Production (K Units) by Type (2024-2029)
Table 46. Global Resistor String DAC Production Market Share by Type (2018-2023)
Table 47. Global Resistor String DAC Production Market Share by Type (2024-2029)
Table 48. Global Resistor String DAC Production Value (US$ Million) by Type (2018-2023)
Table 49. Global Resistor String DAC Production Value (US$ Million) by Type (2024-2029)
Table 50. Global Resistor String DAC Production Value Share by Type (2018-2023)
Table 51. Global Resistor String DAC Production Value Share by Type (2024-2029)
Table 52. Global Resistor String DAC Price (US$/Unit) by Type (2018-2023)
Table 53. Global Resistor String DAC Price (US$/Unit) by Type (2024-2029)
Table 54. Global Resistor String DAC Production (K Units) by Application (2018-2023)
Table 55. Global Resistor String DAC Production (K Units) by Application (2024-2029)
Table 56. Global Resistor String DAC Production Market Share by Application (2018-2023)
Table 57. Global Resistor String DAC Production Market Share by Application (2024-2029)
Table 58. Global Resistor String DAC Production Value (US$ Million) by Application (2018-2023)
Table 59. Global Resistor String DAC Production Value (US$ Million) by Application (2024-2029)
Table 60. Global Resistor String DAC Production Value Share by Application (2018-2023)
Table 61. Global Resistor String DAC Production Value Share by Application (2024-2029)
Table 62. Global Resistor String DAC Price (US$/Unit) by Application (2018-2023)
Table 63. Global Resistor String DAC Price (US$/Unit) by Application (2024-2029)
Table 64. Analog Devices Inc. Resistor String DAC Corporation Information
Table 65. Analog Devices Inc. Specification and Application
Table 66. Analog Devices Inc. Resistor String DAC Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2018-2023)
Table 67. Analog Devices Inc. Main Business and Markets Served
Table 68. Analog Devices Inc. Recent Developments/Updates
Table 69. MaxLinear, Inc. Resistor String DAC Corporation Information
Table 70. MaxLinear, Inc. Specification and Application
Table 71. MaxLinear, Inc. Resistor String DAC Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2018-2023)
Table 72. MaxLinear, Inc. Main Business and Markets Served
Table 73. MaxLinear, Inc. Recent Developments/Updates
Table 74. Microchip Technology Resistor String DAC Corporation Information
Table 75. Microchip Technology Specification and Application
Table 76. Microchip Technology Resistor String DAC Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2018-2023)
Table 77. Microchip Technology Main Business and Markets Served
Table 78. Microchip Technology Recent Developments/Updates
Table 79. NXP USA Inc. Resistor String DAC Corporation Information
Table 80. NXP USA Inc. Specification and Application
Table 81. NXP USA Inc. Resistor String DAC Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2018-2023)
Table 82. NXP USA Inc. Main Business and Markets Served
Table 83. NXP USA Inc. Recent Developments/Updates
Table 84. Renesas Electronics America Inc Resistor String DAC Corporation Information
Table 85. Renesas Electronics America Inc Specification and Application
Table 86. Renesas Electronics America Inc Resistor String DAC Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2018-2023)
Table 87. Renesas Electronics America Inc Main Business and Markets Served
Table 88. Renesas Electronics America Inc Recent Developments/Updates
Table 89. Texas Instruments Resistor String DAC Corporation Information
Table 90. Texas Instruments Specification and Application
Table 91. Texas Instruments Resistor String DAC Production (K Units), Value (US$ Million), Price (US$/Unit) and Gross Margin (2018-2023)
Table 92. Texas Instruments Main Business and Markets Served
Table 93. Texas Instruments Recent Developments/Updates
Table 94. Key Raw Materials Lists
Table 95. Raw Materials Key Suppliers Lists
Table 96. Resistor String DAC Distributors List
Table 97. Resistor String DAC Customers List
Table 98. Resistor String DAC Market Trends
Table 99. Resistor String DAC Market Drivers
Table 100. Resistor String DAC Market Challenges
Table 101. Resistor String DAC Market Restraints
Table 102. Research Programs/Design for This Report
Table 103. Key Data Information from Secondary Sources
Table 104. Key Data Information from Primary Sources
List of FiguresFigure 1. Product Picture of Resistor String DAC
Figure 2. Global Resistor String DAC Market Value by Type, (US$ Million) & (2022 VS 2029)
Figure 3. Global Resistor String DAC Market Share by Type: 2022 VS 2029
Figure 4. Differential Output Product Picture
Figure 5. Non-Differential Output Product Picture
Figure 6. Global Resistor String DAC Market Value by Application, (US$ Million) & (2022 VS 2029)
Figure 7. Global Resistor String DAC Market Share by Application: 2022 VS 2029
Figure 8. Remote Control
Figure 9. Game Controller
Figure 10. Other
Figure 11. Global Resistor String DAC Production Value (US$ Million), 2018 VS 2022 VS 2029
Figure 12. Global Resistor String DAC Production Value (US$ Million) & (2018-2029)
Figure 13. Global Resistor String DAC Production (K Units) & (2018-2029)
Figure 14. Global Resistor String DAC Average Price (US$/Unit) & (2018-2029)
Figure 15. Resistor String DAC Report Years Considered
Figure 16. Resistor String DAC Production Share by Manufacturers in 2022
Figure 17. Resistor String DAC Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2018 VS 2022
Figure 18. The Global 5 and 10 Largest Players: Market Share by Resistor String DAC Revenue in 2022
Figure 19. Global Resistor String DAC Production Value by Region: 2018 VS 2022 VS 2029 (US$ Million)
Figure 20. Global Resistor String DAC Production Value Market Share by Region: 2018 VS 2022 VS 2029
Figure 21. Global Resistor String DAC Production Comparison by Region: 2018 VS 2022 VS 2029 (K Units)
Figure 22. Global Resistor String DAC Production Market Share by Region: 2018 VS 2022 VS 2029
Figure 23. North America Resistor String DAC Production Value (US$ Million) Growth Rate (2018-2029)
Figure 24. Europe Resistor String DAC Production Value (US$ Million) Growth Rate (2018-2029)
Figure 25. China Resistor String DAC Production Value (US$ Million) Growth Rate (2018-2029)
Figure 26. Japan Resistor String DAC Production Value (US$ Million) Growth Rate (2018-2029)
Figure 27. South Korea Resistor String DAC Production Value (US$ Million) Growth Rate (2018-2029)
Figure 28. Global Resistor String DAC Consumption by Region: 2018 VS 2022 VS 2029 (K Units)
Figure 29. Global Resistor String DAC Consumption Market Share by Region: 2018 VS 2022 VS 2029
Figure 30. North America Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 31. North America Resistor String DAC Consumption Market Share by Country (2018-2029)
Figure 32. Canada Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 33. U.S. Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 34. Europe Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 35. Europe Resistor String DAC Consumption Market Share by Country (2018-2029)
Figure 36. Germany Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 37. France Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 38. U.K. Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 39. Italy Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 40. Russia Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 41. Asia Pacific Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 42. Asia Pacific Resistor String DAC Consumption Market Share by Regions (2018-2029)
Figure 43. China Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 44. Japan Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 45. South Korea Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 46. China Taiwan Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 47. Southeast Asia Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 48. India Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 49. Latin America, Middle East & Africa Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 50. Latin America, Middle East & Africa Resistor String DAC Consumption Market Share by Country (2018-2029)
Figure 51. Mexico Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 52. Brazil Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 53. Turkey Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 54. GCC Countries Resistor String DAC Consumption and Growth Rate (2018-2023) & (K Units)
Figure 55. Global Production Market Share of Resistor String DAC by Type (2018-2029)
Figure 56. Global Production Value Market Share of Resistor String DAC by Type (2018-2029)
Figure 57. Global Resistor String DAC Price (US$/Unit) by Type (2018-2029)
Figure 58. Global Production Market Share of Resistor String DAC by Application (2018-2029)
Figure 59. Global Production Value Market Share of Resistor String DAC by Application (2018-2029)
Figure 60. Global Resistor String DAC Price (US$/Unit) by Application (2018-2029)
Figure 61. Resistor String DAC Value Chain
Figure 62. Resistor String DAC Production Process
Figure 63. Channels of Distribution (Direct Vs Distribution)
Figure 64. Distributors Profiles
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation