The Pan Security 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 Pan Security size is estimated to be USD xx million in 2026 from USD xx million in 2020, with a change XX% between 2020 and 2021. The global Pan Security market size is expected to grow at a CAGR of xx% for the next five years. Market segmentation Pan Security market is split by Type and by Application. For the period 2016-2026, the growth among segments provide accurate calculations and forecasts for revenue by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets. Market segment by Type, covers Security Product Security System Integration and Engineering Alarm Operation Market segment by Application, can be divided into Government Large Enterprise Small and Micro Enterprises Family Personal Market segment by players, this report covers Microsoft CrowdStrike Codeproof Panda Security Quick Heal IBM Hikvision Dahua shares Ali Tencent Huawei ZTE Ping An of China Market segment by regions, regional analysis covers North America (United States, Canada, and Mexico) Europe (Germany, France, UK, Russia, Italy, and Rest of Europe) Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia, and Rest of Asia-Pacific) South America (Brazil, Argentina, Rest of South America) Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa) The content of the study subjects, includes a total of 12 chapters: Chapter 1, to describe Pan Security product scope, market overview, market opportunities, market driving force and market risks. Chapter 2, to profile the top players of Pan Security, with revenue, gross margin and global market share of Pan Security from 2019 to 2021. Chapter 3, the Pan Security competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast. Chapter 4 and 5, to segment the market size by type and application, with revenue and growth rate by type, application, from 2016 to 2026. Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2016 to 2021.and Pan Security market forecast, by regions, type and application, with revenue, from 2021 to 2026. Chapter 11 and 12, to describe Pan Security research findings and conclusion, appendix and data source.
1 Market Overview 1.1 Product Overview and Scope of Pan Security 1.2 Classification of Pan Security by Type 1.2.1 Overview: Global Pan Security Market Size by Type: 2020 Versus 2021 Versus 2026 1.2.2 Global Pan Security Revenue Market Share by Type in 2020 1.2.3 Security Product 1.2.4 Security System Integration and Engineering 1.2.5 Alarm Operation 1.3 Global Pan Security Market by Application 1.3.1 Overview: Global Pan Security Market Size by Application: 2020 Versus 2021 Versus 2026 1.3.2 Government 1.3.3 Large Enterprise 1.3.4 Small and Micro Enterprises 1.3.5 Family 1.3.6 Personal 1.4 Global Pan Security Market Size & Forecast 1.5 Global Pan Security Market Size and Forecast by Region 1.5.1 Global Pan Security Market Size by Region: 2016 VS 2021 VS 2026 1.5.2 Global Pan Security Market Size by Region, (2016-2021) 1.5.3 North America Pan Security Market Size and Prospect (2016-2026) 1.5.4 Europe Pan Security Market Size and Prospect (2016-2026) 1.5.5 Asia-Pacific Pan Security Market Size and Prospect (2016-2026) 1.5.6 South America Pan Security Market Size and Prospect (2016-2026) 1.5.7 Middle East and Africa Pan Security Market Size and Prospect (2016-2026) 1.6 Market Drivers, Restraints and Trends 1.6.1 Pan Security Market Drivers 1.6.2 Pan Security Market Restraints 1.6.3 Pan Security Trends Analysis 2 Company Profiles 2.1 Microsoft 2.1.1 Microsoft Details 2.1.2 Microsoft Major Business 2.1.3 Microsoft Pan Security Product and Solutions 2.1.4 Microsoft Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.1.5 Microsoft Recent Developments and Future Plans 2.2 CrowdStrike 2.2.1 CrowdStrike Details 2.2.2 CrowdStrike Major Business 2.2.3 CrowdStrike Pan Security Product and Solutions 2.2.4 CrowdStrike Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.2.5 CrowdStrike Recent Developments and Future Plans 2.3 Codeproof 2.3.1 Codeproof Details 2.3.2 Codeproof Major Business 2.3.3 Codeproof Pan Security Product and Solutions 2.3.4 Codeproof Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.3.5 Codeproof Recent Developments and Future Plans 2.4 Panda Security 2.4.1 Panda Security Details 2.4.2 Panda Security Major Business 2.4.3 Panda Security Pan Security Product and Solutions 2.4.4 Panda Security Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.4.5 Panda Security Recent Developments and Future Plans 2.5 Quick Heal 2.5.1 Quick Heal Details 2.5.2 Quick Heal Major Business 2.5.3 Quick Heal Pan Security Product and Solutions 2.5.4 Quick Heal Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.5.5 Quick Heal Recent Developments and Future Plans 2.6 IBM 2.6.1 IBM Details 2.6.2 IBM Major Business 2.6.3 IBM Pan Security Product and Solutions 2.6.4 IBM Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.6.5 IBM Recent Developments and Future Plans 2.7 Hikvision 2.7.1 Hikvision Details 2.7.2 Hikvision Major Business 2.7.3 Hikvision Pan Security Product and Solutions 2.7.4 Hikvision Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.7.5 Hikvision Recent Developments and Future Plans 2.8 Dahua shares 2.8.1 Dahua shares Details 2.8.2 Dahua shares Major Business 2.8.3 Dahua shares Pan Security Product and Solutions 2.8.4 Dahua shares Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.8.5 Dahua shares Recent Developments and Future Plans 2.9 Ali 2.9.1 Ali Details 2.9.2 Ali Major Business 2.9.3 Ali Pan Security Product and Solutions 2.9.4 Ali Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.9.5 Ali Recent Developments and Future Plans 2.10 Tencent 2.10.1 Tencent Details 2.10.2 Tencent Major Business 2.10.3 Tencent Pan Security Product and Solutions 2.10.4 Tencent Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.10.5 Tencent Recent Developments and Future Plans 2.11 Huawei 2.11.1 Huawei Details 2.11.2 Huawei Major Business 2.11.3 Huawei Pan Security Product and Solutions 2.11.4 Huawei Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.11.5 Huawei Recent Developments and Future Plans 2.12 ZTE 2.12.1 ZTE Details 2.12.2 ZTE Major Business 2.12.3 ZTE Pan Security Product and Solutions 2.12.4 ZTE Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.12.5 ZTE Recent Developments and Future Plans 2.13 Ping An of China 2.13.1 Ping An of China Details 2.13.2 Ping An of China Major Business 2.13.3 Ping An of China Pan Security Product and Solutions 2.13.4 Ping An of China Pan Security Revenue, Gross Margin and Market Share (2019-2021) 2.13.5 Ping An of China Recent Developments and Future Plans 3 Market Competition, by Players 3.1 Global Pan Security Revenue and Share by Players (2019-2021) 3.2 Market Concentration Rate 3.2.1 Top 3 Pan Security Players Market Share 3.2.2 Top 10 Pan Security Players Market Share 3.2.3 Market Competition Trend 3.3 Pan Security Players Head Office, Products and Services Provided 3.4 Mergers & Acquisitions 3.5 New Entrants and Expansion Plans 4 Market Size Segment by Type 4.1 Global Pan Security Revenue and Market Share by Type (2016-2021) 4.2 Global Pan Security Market Forecast by Type (2021-2026) 5 Market Size Segment by Application 5.1 Global Pan Security Revenue Market Share by Application (2016-2021) 5.2 Pan Security Market Forecast by Application (2021-2026) 6 North America by Country, by Type, and by Application 6.1 North America Pan Security Revenue by Type (2016-2026) 6.2 North America Pan Security Revenue by Application (2016-2026) 6.3 North America Pan Security Market Size by Country 6.3.1 North America Pan Security Revenue by Country (2016-2026) 6.3.2 United States Pan Security Market Size and Forecast (2016-2026) 6.3.3 Canada Pan Security Market Size and Forecast (2016-2026) 6.3.4 Mexico Pan Security Market Size and Forecast (2016-2026) 7 Europe by Country, by Type, and by Application 7.1 Europe Pan Security Revenue by Type (2016-2026) 7.2 Europe Pan Security Revenue by Application (2016-2026) 7.3 Europe Pan Security Market Size by Country 7.3.1 Europe Pan Security Revenue by Country (2016-2026) 7.3.2 Germany Pan Security Market Size and Forecast (2016-2026) 7.3.3 France Pan Security Market Size and Forecast (2016-2026) 7.3.4 United Kingdom Pan Security Market Size and Forecast (2016-2026) 7.3.5 Russia Pan Security Market Size and Forecast (2016-2026) 7.3.6 Italy Pan Security Market Size and Forecast (2016-2026) 8 Asia-Pacific by Region, by Type, and by Application 8.1 Asia-Pacific Pan Security Revenue by Type (2016-2026) 8.2 Asia-Pacific Pan Security Revenue by Application (2016-2026) 8.3 Asia-Pacific Pan Security Market Size by Region 8.3.1 Asia-Pacific Pan Security Revenue by Region (2016-2026) 8.3.2 China Pan Security Market Size and Forecast (2016-2026) 8.3.3 Japan Pan Security Market Size and Forecast (2016-2026) 8.3.4 South Korea Pan Security Market Size and Forecast (2016-2026) 8.3.5 India Pan Security Market Size and Forecast (2016-2026) 8.3.6 Southeast Asia Pan Security Market Size and Forecast (2016-2026) 8.3.7 Australia Pan Security Market Size and Forecast (2016-2026) 9 South America by Country, by Type, and by Application 9.1 South America Pan Security Revenue by Type (2016-2026) 9.2 South America Pan Security Revenue by Application (2016-2026) 9.3 South America Pan Security Market Size by Country 9.3.1 South America Pan Security Revenue by Country (2016-2026) 9.3.2 Brazil Pan Security Market Size and Forecast (2016-2026) 9.3.3 Argentina Pan Security Market Size and Forecast (2016-2026) 10 Middle East & Africa by Country, by Type, and by Application 10.1 Middle East & Africa Pan Security Revenue by Type (2016-2026) 10.2 Middle East & Africa Pan Security Revenue by Application (2016-2026) 10.3 Middle East & Africa Pan Security Market Size by Country 10.3.1 Middle East & Africa Pan Security Revenue by Country (2016-2026) 10.3.2 Turkey Pan Security Market Size and Forecast (2016-2026) 10.3.3 Saudi Arabia Pan Security Market Size and Forecast (2016-2026) 10.3.4 UAE Pan Security Market Size and Forecast (2016-2026) 11 Research Findings and Conclusion 12 Appendix 12.1 Methodology 12.2 Research Process and Data Source 12.3 Disclaimer
List of Tables Table 1. Global Pan Security Revenue by Type, (USD Million), 2020 VS 2021 VS 2026 Table 2. Global Pan Security Revenue by Application, (USD Million), 2020 VS 2021 VS 2026 Table 3. Global Market Pan Security Revenue (Million USD) Comparison by Region (2016 VS 2021 VS 2026) Table 4. Global Pan Security Revenue (USD Million) by Region (2016-2021) Table 5. Global Pan Security Revenue Market Share by Region (2021-2026) Table 6. Microsoft Corporate Information, Head Office, and Major Competitors Table 7. Microsoft Major Business Table 8. Microsoft Pan Security Product and Solutions Table 9. Microsoft Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 10. CrowdStrike Corporate Information, Head Office, and Major Competitors Table 11. CrowdStrike Major Business Table 12. CrowdStrike Pan Security Product and Solutions Table 13. CrowdStrike Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 14. Codeproof Corporate Information, Head Office, and Major Competitors Table 15. Codeproof Major Business Table 16. Codeproof Pan Security Product and Solutions Table 17. Codeproof Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 18. Panda Security Corporate Information, Head Office, and Major Competitors Table 19. Panda Security Major Business Table 20. Panda Security Pan Security Product and Solutions Table 21. Panda Security Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 22. Quick Heal Corporate Information, Head Office, and Major Competitors Table 23. Quick Heal Major Business Table 24. Quick Heal Pan Security Product and Solutions Table 25. Quick Heal Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 26. IBM Corporate Information, Head Office, and Major Competitors Table 27. IBM Major Business Table 28. IBM Pan Security Product and Solutions Table 29. IBM Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 30. Hikvision Corporate Information, Head Office, and Major Competitors Table 31. Hikvision Major Business Table 32. Hikvision Pan Security Product and Solutions Table 33. Hikvision Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 34. Dahua shares Corporate Information, Head Office, and Major Competitors Table 35. Dahua shares Major Business Table 36. Dahua shares Pan Security Product and Solutions Table 37. Dahua shares Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 38. Ali Corporate Information, Head Office, and Major Competitors Table 39. Ali Major Business Table 40. Ali Pan Security Product and Solutions Table 41. Ali Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 42. Tencent Corporate Information, Head Office, and Major Competitors Table 43. Tencent Major Business Table 44. Tencent Pan Security Product and Solutions Table 45. Tencent Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 46. Huawei Corporate Information, Head Office, and Major Competitors Table 47. Huawei Major Business Table 48. Huawei Pan Security Product and Solutions Table 49. Huawei Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 50. ZTE Corporate Information, Head Office, and Major Competitors Table 51. ZTE Major Business Table 52. ZTE Pan Security Product and Solutions Table 53. ZTE Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 54. Ping An of China Corporate Information, Head Office, and Major Competitors Table 55. Ping An of China Major Business Table 56. Ping An of China Pan Security Product and Solutions Table 57. Ping An of China Pan Security Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 58. Global Pan Security Revenue (USD Million) by Players (2019-2021) Table 59. Global Pan Security Revenue Share by Players (2019-2021) Table 60. Breakdown of Pan Security by Company Type (Tier 1, Tier 2 and Tier 3) Table 61. Pan Security Players Head Office, Products and Services Provided Table 62. Pan Security Mergers & Acquisitions in the Past Five Years Table 63. Pan Security New Entrants and Expansion Plans Table 64. Global Pan Security Revenue (USD Million) by Type (2016-2021) Table 65. Global Pan Security Revenue Share by Type (2016-2021) Table 66. Global Pan Security Revenue Forecast by Type (2021-2026) Table 67. Global Pan Security Revenue by Application (2016-2021) Table 68. Global Pan Security Revenue Forecast by Application (2021-2026) Table 69. North America Pan Security Revenue by Type (2016-2021) & (USD Million) Table 70. North America Pan Security Revenue by Type (2021-2026) & (USD Million) Table 71. North America Pan Security Revenue by Application (2016-2021) & (USD Million) Table 72. North America Pan Security Revenue by Application (2021-2026) & (USD Million) Table 73. North America Pan Security Revenue by Country (2016-2021) & (USD Million) Table 74. North America Pan Security Revenue by Country (2021-2026) & (USD Million) Table 75. Europe Pan Security Revenue by Type (2016-2021) & (USD Million) Table 76. Europe Pan Security Revenue by Type (2021-2026) & (USD Million) Table 77. Europe Pan Security Revenue by Application (2016-2021) & (USD Million) Table 78. Europe Pan Security Revenue by Application (2021-2026) & (USD Million) Table 79. Europe Pan Security Revenue by Country (2016-2021) & (USD Million) Table 80. Europe Pan Security Revenue by Country (2021-2026) & (USD Million) Table 81. Asia-Pacific Pan Security Revenue by Type (2016-2021) & (USD Million) Table 82. Asia-Pacific Pan Security Revenue by Type (2021-2026) & (USD Million) Table 83. Asia-Pacific Pan Security Revenue by Application (2016-2021) & (USD Million) Table 84. Asia-Pacific Pan Security Revenue by Application (2021-2026) & (USD Million) Table 85. Asia-Pacific Pan Security Revenue by Region (2016-2021) & (USD Million) Table 86. Asia-Pacific Pan Security Revenue by Region (2021-2026) & (USD Million) Table 87. South America Pan Security Revenue by Type (2016-2021) & (USD Million) Table 88. South America Pan Security Revenue by Type (2021-2026) & (USD Million) Table 89. South America Pan Security Revenue by Application (2016-2021) & (USD Million) Table 90. South America Pan Security Revenue by Application (2021-2026) & (USD Million) Table 91. South America Pan Security Revenue by Country (2016-2021) & (USD Million) Table 92. South America Pan Security Revenue by Country (2021-2026) & (USD Million) Table 93. Middle East & Africa Pan Security Revenue by Type (2016-2021) & (USD Million) Table 94. Middle East & Africa Pan Security Revenue by Type (2021-2026) & (USD Million) Table 95. Middle East & Africa Pan Security Revenue by Application (2016-2021) & (USD Million) Table 96. Middle East & Africa Pan Security Revenue by Application (2021-2026) & (USD Million) Table 97. Middle East & Africa Pan Security Revenue by Country (2016-2021) & (USD Million) Table 98. Middle East & Africa Pan Security Revenue by Country (2021-2026) & (USD Million) List of Figures Figure 1. Pan Security Picture Figure 2. Global Pan Security Revenue Market Share by Type in 2020 Figure 3. Security Product Figure 4. Security System Integration and Engineering Figure 5. Alarm Operation Figure 6. Pan Security Revenue Market Share by Application in 2020 Figure 7. Government Picture Figure 8. Large Enterprise Picture Figure 9. Small and Micro Enterprises Picture Figure 10. Family Picture Figure 11. Personal Picture Figure 12. Global Pan Security Revenue, (USD Million): 2020 VS 2021 VS 2026 Figure 13. Global Pan Security Revenue and Forecast (2016-2026) & (USD Million) Figure 14. Global Pan Security Revenue Market Share by Region (2016-2026) Figure 15. Global Pan Security Revenue Market Share by Region in 2020 Figure 16. North America Pan Security Revenue (USD Million) and Growth Rate (2016-2026) Figure 17. Europe Pan Security Revenue (USD Million) and Growth Rate (2016-2026) Figure 18. Asia-Pacific Pan Security Revenue (USD Million) and Growth Rate (2016-2026) Figure 19. South America Pan Security Revenue (USD Million) and Growth Rate (2016-2026) Figure 20. Middle East and Africa Pan Security Revenue (USD Million) and Growth Rate (2016-2026) Figure 21. Pan Security Market Drivers Figure 22. Pan Security Market Restraints Figure 23. Pan Security Market Trends Figure 24. Microsoft Recent Developments and Future Plans Figure 25. CrowdStrike Recent Developments and Future Plans Figure 26. Codeproof Recent Developments and Future Plans Figure 27. Panda Security Recent Developments and Future Plans Figure 28. Quick Heal Recent Developments and Future Plans Figure 29. IBM Recent Developments and Future Plans Figure 30. Hikvision Recent Developments and Future Plans Figure 31. Dahua shares Recent Developments and Future Plans Figure 32. Ali Recent Developments and Future Plans Figure 33. Tencent Recent Developments and Future Plans Figure 34. Huawei Recent Developments and Future Plans Figure 35. ZTE Recent Developments and Future Plans Figure 36. Ping An of China Recent Developments and Future Plans Figure 37. Global Pan Security Revenue Share by Players in 2020 Figure 38. Pan Security Market Share by Company Type (Tier 1, Tier 2 and Tier 3) Figure 39. Global Top 3 Players Pan Security Revenue Market Share in 2020 Figure 40. Global Top 10 Players Pan Security Revenue Market Share in 2020 Figure 41. Key Players Market Share Trend (Top 3 Market Share: 2019 VS 2020 VS 2021) Figure 42. Global Pan Security Revenue Share by Type in 2020 Figure 43. Global Pan Security Market Share Forecast by Type (2021-2026) Figure 44. Global Pan Security Revenue Share by Application in 2020 Figure 45. Global Pan Security Market Share Forecast by Application (2021-2026) Figure 46. North America Pan Security Sales Market Share by Type (2016-2026) Figure 47. North America Pan Security Sales Market Share by Application (2016-2026) Figure 48. North America Pan Security Revenue Market Share by Country (2016-2026) Figure 49. United States Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 50. Canada Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 51. Mexico Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 52. Europe Pan Security Sales Market Share by Type (2016-2026) Figure 53. Europe Pan Security Sales Market Share by Application (2016-2026) Figure 54. Europe Pan Security Revenue Market Share by Country (2016-2026) Figure 55. Germany Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 56. France Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 57. United Kingdom Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 58. Russia Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 59. Italy Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 60. Asia-Pacific Pan Security Sales Market Share by Type (2016-2026) Figure 61. Asia-Pacific Pan Security Sales Market Share by Application (2016-2026) Figure 62. Asia-Pacific Pan Security Revenue Market Share by Region (2016-2026) Figure 63. China Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 64. Japan Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 65. South Korea Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 66. India Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 67. Southeast Asia Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 68. Australia Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 69. South America Pan Security Sales Market Share by Type (2016-2026) Figure 70. South America Pan Security Sales Market Share by Application (2016-2026) Figure 71. South America Pan Security Revenue Market Share by Country (2016-2026) Figure 72. Brazil Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 73. Argentina Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 74. Middle East and Africa Pan Security Sales Market Share by Type (2016-2026) Figure 75. Middle East and Africa Pan Security Sales Market Share by Application (2016-2026) Figure 76. Middle East and Africa Pan Security Revenue Market Share by Country (2016-2026) Figure 77. Turkey Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 78. Saudi Arabia Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 79. UAE Pan Security Revenue and Growth Rate (2016-2026) & (USD Million) Figure 80. Methodology Figure 81. Research Process and Data Source