List of Tables
    Table 1. Global Electromechanical Solenoid Valves Market Size by Type (K Units) & (US$ Million) (2021 VS 2027)
    Table 2. Global Electromechanical Solenoid Valves Consumption (K Units) Comparison by Application: 2016 VS 2021 VS 2027
    Table 3. Electromechanical Solenoid Valves Market Size Comparison by Region: 2016 VS 2021 VS 2027
    Table 4. Global Electromechanical Solenoid Valves Production (K Units) by Manufacturers
    Table 5. Global Electromechanical Solenoid Valves Production (K Units) by Manufacturers (2016-2021)
    Table 6. Global Electromechanical Solenoid Valves Production Market Share by Manufacturers (2016-2021)
    Table 7. Global Electromechanical Solenoid Valves Revenue (US$ Million) by Manufacturers (2016-2021)
    Table 8. Global Electromechanical Solenoid Valves Revenue Share by Manufacturers (2016-2021)
    Table 9. Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Electromechanical Solenoid Valves as of 2020)
    Table 10. Global Market Electromechanical Solenoid Valves Average Price (US$/Unit) of Key Manufacturers (2016-2021)
    Table 11. Manufacturers Electromechanical Solenoid Valves Production Sites and Area Served
    Table 12. Manufacturers Electromechanical Solenoid Valves Product Types
    Table 13. Mergers & Acquisitions, Expansion
    Table 14. Global Electromechanical Solenoid Valves Production (K Units) by Region (2016-2021)
    Table 15. Global Electromechanical Solenoid Valves Revenue (US$ Million) by Region (2016-2021)
    Table 16. Global Electromechanical Solenoid Valves Revenue Market Share by Region (2016-2021)
    Table 17. Global Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 18. North America Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 19. Europe Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 20. China Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 21. Japan Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 22. Global Electromechanical Solenoid Valves Consumption Market by Region (2016-2021) & (K Units)
    Table 23. Global Electromechanical Solenoid Valves Consumption Market Share by Region (2016-2021)
    Table 24. North America Electromechanical Solenoid Valves Consumption by Country (2016-2021) & (K Units)
    Table 25. Europe Electromechanical Solenoid Valves Consumption by Country (2016-2021) & (K Units)
    Table 26. Asia Pacific Electromechanical Solenoid Valves Consumption by Region (2016-2021) & (K Units)
    Table 27. Latin America Electromechanical Solenoid Valves Consumption by Countries (2016-2021) & (K Units)
    Table 28. Global Electromechanical Solenoid Valves Production (K Units) by Type (2016-2021)
    Table 29. Global Electromechanical Solenoid Valves Production Market Share by Type (2016-2021)
    Table 30. Global Electromechanical Solenoid Valves Revenue (US$ Million) by Type (2016-2021)
    Table 31. Global Electromechanical Solenoid Valves Revenue Share by Type (2016-2021)
    Table 32. Global Electromechanical Solenoid Valves Price (US$/Unit) by Type (2016-2021)
    Table 33. Global Electromechanical Solenoid Valves Consumption by Application (2016-2021) & (K Units)
    Table 34. Global Electromechanical Solenoid Valves Consumption Market Share by Application (2016-2021)
    Table 35. Global Electromechanical Solenoid Valves Consumption Growth Rate by Application (2016-2021)
    Table 36. ASCO Electromechanical Solenoid Valves Corporation Information
    Table 37. ASCO Specification and Application
    Table 38. ASCO Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 39. ASCO Main Business and Markets Served
    Table 40. ASCO Recent Developments/Updates
    Table 41. Kendrion Electromechanical Solenoid Valves Corporation Information
    Table 42. Kendrion Specification and Application
    Table 43. Kendrion Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 44. Kendrion Main Business and Markets Served
    Table 45. Kendrion Recent Developments/Updates
    Table 46. Danfoss Electromechanical Solenoid Valves Corporation Information
    Table 47. Danfoss Specification and Application
    Table 48. Danfoss Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 49. Danfoss Main Business and Markets Served
    Table 50. Danfoss Recent Developments/Updates
    Table 51. Parker Electromechanical Solenoid Valves Corporation Information
    Table 52. Parker Specification and Application
    Table 53. Parker Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 54. Parker Main Business and Markets Served
    Table 55. Parker Recent Developments/Updates
    Table 56. Bürkert Electromechanical Solenoid Valves Corporation Information
    Table 57. Bürkert Specification and Application
    Table 58. Bürkert Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 59. Bürkert Main Business and Markets Served
    Table 60. Bürkert Recent Developments/Updates
    Table 61. SMC Electromechanical Solenoid Valves Corporation Information
    Table 62. SMC Specification and Application
    Table 63. SMC Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 64. SMC Main Business and Markets Served
    Table 65. SMC Recent Developments/Updates
    Table 66. Norgren Electromechanical Solenoid Valves Corporation Information
    Table 67. Norgren Specification and Application
    Table 68. Norgren Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 69. Norgren Main Business and Markets Served
    Table 70. Norgren Recent Developments/Updates
    Table 71. CKD Electromechanical Solenoid Valves Corporation Information
    Table 72. CKD Specification and Application
    Table 73. CKD Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 74. CKD Main Business and Markets Served
    Table 75. CKD Recent Developments/Updates
    Table 76. CEME Electromechanical Solenoid Valves Corporation Information
    Table 77. CEME Specification and Application
    Table 78. CEME Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 79. CEME Main Business and Markets Served
    Table 80. CEME Recent Developments/Updates
    Table 81. Saginomiya Electromechanical Solenoid Valves Corporation Information
    Table 82. Saginomiya Specification and Application
    Table 83. Saginomiya Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 84. Saginomiya Main Business and Markets Served
    Table 85. Saginomiya Recent Developments/Updates
    Table 86. Sirai Electromechanical Solenoid Valves Corporation Information
    Table 87. Sirai Specification and Application
    Table 88. Sirai Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 89. Sirai Main Business and Markets Served
    Table 90. Sirai Recent Developments/Updates
    Table 91. ODE Electromechanical Solenoid Valves Corporation Information
    Table 92. ODE Specification and Application
    Table 93. ODE Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 94. ODE Main Business and Markets Served
    Table 95. ODE Recent Developments/Updates
    Table 96. Takasago Electric Electromechanical Solenoid Valves Corporation Information
    Table 97. Takasago Electric Specification and Application
    Table 98. Takasago Electric Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 99. Takasago Electric Main Business and Markets Served
    Table 100. Takasago Electric Recent Developments/Updates
    Table 101. Zhejiang Sanhua Electromechanical Solenoid Valves Corporation Information
    Table 102. Zhejiang Sanhua Specification and Application
    Table 103. Zhejiang Sanhua Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 104. Zhejiang Sanhua Main Business and Markets Served
    Table 105. Saginomiya Recent Developments/Updates
    Table 106. Zhejiang Sanhua Electromechanical Solenoid Valves Corporation Information
    Table 107. YPC Specification and Application
    Table 108. YPC Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 109. YPC Main Business and Markets Served
    Table 110. YPC Recent Developments/Updates
    Table 111. PRO UNI-D Electromechanical Solenoid Valves Corporation Information
    Table 112. PRO UNI-D Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 113. PRO UNI-D Main Business and Markets Served
    Table 114. PRO UNI-D Recent Developments/Updates
    Table 115. Anshan Electromagnetic Value Electromechanical Solenoid Valves Corporation Information
    Table 116. Anshan Electromagnetic Value Specification and Application
    Table 117. Anshan Electromagnetic Value Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 118. Anshan Electromagnetic Value Main Business and Markets Served
    Table 119. Anshan Electromagnetic Value Recent Developments/Updates
    Table 120. Airtac Electromechanical Solenoid Valves Corporation Information
    Table 121. Airtac Specification and Application
    Table 122. Airtac Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 123. Airtac Main Business and Markets Served
    Table 124. Airtac Recent Developments/Updates
    Table 125. Juliang Valve Electromechanical Solenoid Valves Corporation Information
    Table 126. Juliang Valve Specification and Application
    Table 127. Juliang Valve Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 128. Juliang Valve Main Business and Markets Served
    Table 129. Juliang Valve Recent Developments/Updates
    Table 130. Zhejiang Yongjiu Electromechanical Solenoid Valves Corporation Information
    Table 131. Zhejiang Yongjiu Specification and Application
    Table 132. Zhejiang Yongjiu Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 133. Zhejiang Yongjiu Main Business and Markets Served
    Table 134. Zhejiang Yongjiu Recent Developments/Updates
    Table 135. YONG CHUANG Electromechanical Solenoid Valves Corporation Information
    Table 136. YONG CHUANG Specification and Application
    Table 137. YONG CHUANG Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 138. YONG CHUANG Main Business and Markets Served
    Table 139. YONG CHUANG Recent Developments/Updates
    Table 140. Dongjiang Valves Electromechanical Solenoid Valves Corporation Information
    Table 141. Dongjiang Valves Specification and Application
    Table 142. Dongjiang Valves Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 143. Dongjiang Valves Main Business and Markets Served
    Table 144. Dongjiang Valves Recent Developments/Updates
    Table 145. Shanghai Kangyuan Electromechanical Solenoid Valves Corporation Information
    Table 146. Shanghai Kangyuan Specification and Application
    Table 147. Shanghai Kangyuan Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 148. Shanghai Kangyuan Main Business and Markets Served
    Table 149. Shanghai Kangyuan Recent Developments/Updates
    Table 150. Ningbo KeXing Electromechanical Solenoid Valves Corporation Information
    Table 151. Ningbo KeXing Specification and Application
    Table 152. Ningbo KeXing Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 153. Ningbo KeXing Main Business and Markets Served
    Table 154. Ningbo KeXing Recent Developments/Updates
    Table 155. Sanlixin Electromechanical Solenoid Valves Corporation Information
    Table 156. Sanlixin Specification and Application
    Table 157. Sanlixin Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 158. Sanlixin Main Business and Markets Served
    Table 159. Sanlixin Recent Developments/Updates
    Table 160. Shanghai Taiming Electromechanical Solenoid Valves Corporation Information
    Table 161. Shanghai Taiming Specification and Application
    Table 162. Shanghai Taiming Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 163. Shanghai Taiming Main Business and Markets Served
    Table 164. Shanghai Taiming Recent Developments/Updates
    Table 165. Chongqing Dunming Electromechanical Solenoid Valves Corporation Information
    Table 166. Chongqing Dunming Specification and Application
    Table 167. Chongqing Dunming Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 168. Chongqing Dunming Main Business and Markets Served
    Table 169. Chongqing Dunming Recent Developments/Updates
    Table 170. Yuyao No.4 Instrument Factory Electromechanical Solenoid Valves Corporation Information
    Table 171. Yuyao No.4 Instrument Factory Specification and Application
    Table 172. Yuyao No.4 Instrument Factory Electromechanical Solenoid Valves Production (K Units), Revenue (US$ Million), Price (US$/Unit) and Gross Margin (2016-2021)
    Table 173. Yuyao No.4 Instrument Factory Main Business and Markets Served
    Table 174. Yuyao No.4 Instrument Factory Recent Developments/Updates
    Table 175. Production Base and Market Concentration Rate of Raw Material
    Table 176. Key Suppliers of Raw Materials
    Table 177. Electromechanical Solenoid Valves Distributors List
    Table 178. Electromechanical Solenoid Valves Customers List
    Table 179. Electromechanical Solenoid Valves Market Trends
    Table 180. Electromechanical Solenoid Valves Growth Drivers
    Table 181. Electromechanical Solenoid Valves Market Challenges
    Table 182. Electromechanical Solenoid Valves Market Restraints
    Table 183. Global Electromechanical Solenoid Valves Production (K Units) Forecast by Region (2022-2027)
    Table 184. North America Electromechanical Solenoid Valves Consumption Forecast by Country (2022-2027) & (K Units)
    Table 185. Europe Electromechanical Solenoid Valves Consumption Forecast by Country (2022-2027) & (K Units)
    Table 186. Asia Pacific Electromechanical Solenoid Valves Consumption Forecast by Region (2022-2027) & (K Units)
    Table 187. Latin America Electromechanical Solenoid Valves Consumption Forecast by Country (2022-2027) & (K Units)
    Table 188. Global Electromechanical Solenoid Valves Production Forecast by Type (2022-2027) & (K Units)
    Table 189. Global Electromechanical Solenoid Valves Revenue Forecast by Type (2022-2027) & (US$ Million)
    Table 190. Global Electromechanical Solenoid Valves Price Forecast by Type (2022-2027) & (US$/Unit)
    Table 191. Global Electromechanical Solenoid Valves Consumption (K Units) Forecast by Application (2022-2027)
    Table 192. Research Programs/Design for This Report
    Table 193. Key Data Information from Secondary Sources
    Table 194. Key Data Information from Primary Sources
List of Figures
    Figure 1. Product Picture of Electromechanical Solenoid Valves
    Figure 2. Global Electromechanical Solenoid Valves Market Share by Type: 2020 VS 2027
    Figure 3. Direct-acting Type Product Picture
    Figure 4. Sub-step Direct-acting Type Product Picture
    Figure 5. Pilot-type Product Picture
    Figure 6. Global Electromechanical Solenoid Valves Market Share by Application: 2020 VS 2027
    Figure 7. Home Appliance
    Figure 8. Automobile
    Figure 9. General Industry
    Figure 10. Automation
    Figure 11. Others
    Figure 12. Global Electromechanical Solenoid Valves Revenue (US$ Million), 2016 VS 2021 VS 2027
    Figure 13. Global Electromechanical Solenoid Valves Revenue (US$ Million) (2016-2027)
    Figure 14. Global Electromechanical Solenoid Valves Production (K Units) & (2016-2027)
    Figure 15. North America Electromechanical Solenoid Valves Revenue (US$ Million) and Growth Rate (2016-2027)
    Figure 16. Europe Electromechanical Solenoid Valves Revenue (US$ Million) and Growth Rate (2016-2027)
    Figure 17. China Electromechanical Solenoid Valves Revenue (US$ Million) and Growth Rate (2016-2027)
    Figure 18. Japan Electromechanical Solenoid Valves Revenue (US$ Million) and Growth Rate (2016-2027)
    Figure 19. Electromechanical Solenoid Valves Production Share by Manufacturers in 2020
    Figure 20. Global Electromechanical Solenoid Valves Revenue Share by Manufacturers in 2020
    Figure 21. Electromechanical Solenoid Valves Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2020
    Figure 22. Global Market Electromechanical Solenoid Valves Average Price (US$/Unit) of Key Manufacturers in 2020
    Figure 23. The Global 5 and 10 Largest Players: Market Share by Electromechanical Solenoid Valves Revenue in 2020
    Figure 24. Global Electromechanical Solenoid Valves Production Market Share by Region (2016-2021)
    Figure 25. North America Electromechanical Solenoid Valves Production (K Units) Growth Rate (2016-2021)
    Figure 26. Europe Electromechanical Solenoid Valves Production (K Units) Growth Rate (2016-2021)
    Figure 27. China Electromechanical Solenoid Valves Production (K Units) Growth Rate (2016-2021)
    Figure 28. Japan Electromechanical Solenoid Valves Production (K Units) Growth Rate (2016-2021)
    Figure 29. Global Electromechanical Solenoid Valves Consumption Market Share by Region (2016-2021)
    Figure 30. Global Electromechanical Solenoid Valves Consumption Market Share by Region in 2020
    Figure 31. North America Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 32. North America Electromechanical Solenoid Valves Consumption Market Share by Country in 2020
    Figure 33. Canada Electromechanical Solenoid Valves Consumption Growth Rate (2016-2021) & (K Units)
    Figure 34. U.S. Electromechanical Solenoid Valves Consumption Growth Rate (2016-2021) & (K Units)
    Figure 35. Europe Electromechanical Solenoid Valves Consumption Growth Rate (2016-2021) & (K Units)
    Figure 36. Europe Electromechanical Solenoid Valves Consumption Market Share by Country in 2020
    Figure 37. Germany America Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 38. France Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 39. U.K. Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 40. Italy Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 41. Russia Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 42. Asia Pacific Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 43. Asia Pacific Electromechanical Solenoid Valves Consumption Market Share by Regions in 2020
    Figure 44. China Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 45. Japan Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 46. South Korea Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 47. Taiwan Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 48. Southeast Asia Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 49. India Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 50. Australia Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 51. Latin America Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 52. Latin America Electromechanical Solenoid Valves Consumption Market Share by Country in 2020
    Figure 53. Mexico Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 54. Brazil Electromechanical Solenoid Valves Consumption and Growth Rate (2016-2021) & (K Units)
    Figure 55. Production Market Share of Electromechanical Solenoid Valves by Type (2016-2021)
    Figure 56. Production Market Share of Electromechanical Solenoid Valves by Type in 2020
    Figure 57. Revenue Share of Electromechanical Solenoid Valves by Type (2016-2021)
    Figure 58. Revenue Market Share of Electromechanical Solenoid Valves by Type in 2020
    Figure 59. Global Electromechanical Solenoid Valves Consumption Market Share by Application (2016-2021)
    Figure 60. Global Electromechanical Solenoid Valves Consumption Market Share by Application in 2020
    Figure 61. Global Electromechanical Solenoid Valves Consumption Growth Rate by Application (2016-2021)
    Figure 62. Key Raw Materials Price Trend
    Figure 63. Manufacturing Cost Structure of Electromechanical Solenoid Valves
    Figure 64. Manufacturing Process Analysis of Electromechanical Solenoid Valves
    Figure 65. Electromechanical Solenoid Valves Industrial Chain Analysis
    Figure 66. Channels of Distribution
    Figure 67. Distributors Profiles
    Figure 68. Global Electromechanical Solenoid Valves Production Market Share Forecast by Region (2022-2027)
    Figure 69. North America Electromechanical Solenoid Valves Production (K Units) Growth Rate Forecast (2022-2027)
    Figure 70. Europe Electromechanical Solenoid Valves Production (K Units) Growth Rate Forecast (2022-2027)
    Figure 71. China Electromechanical Solenoid Valves Production (K Units) Growth Rate Forecast (2022-2027)
    Figure 72. Japan Electromechanical Solenoid Valves Production (K Units) Growth Rate Forecast (2022-2027)
    Figure 73. Global Forecasted Demand Analysis of Electromechanical Solenoid Valves (2015-2027) & (K Units)
    Figure 74. Global Electromechanical Solenoid Valves Production Market Share Forecast by Type (2022-2027)
    Figure 75. Global Electromechanical Solenoid Valves Revenue Market Share Forecast by Type (2022-2027)
    Figure 76. Global Electromechanical Solenoid Valves Consumption Forecast by Application (2022-2027)
    Figure 77. Bottom-up and Top-down Approaches for This Report
    Figure 78. Data Triangulation