1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Learning Analytics Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 On-premises 1.2.3 Cloud Based 1.3 Market by Application 1.3.1 Global Learning Analytics Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Academic 1.3.3 Enterprise 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Learning Analytics Market Perspective (2016-2027) 2.2 Learning Analytics Growth Trends by Regions 2.2.1 Learning Analytics Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Learning Analytics Historic Market Share by Regions (2016-2021) 2.2.3 Learning Analytics Forecasted Market Size by Regions (2022-2027) 2.3 Learning Analytics Industry Dynamic 2.3.1 Learning Analytics Market Trends 2.3.2 Learning Analytics Market Drivers 2.3.3 Learning Analytics Market Challenges 2.3.4 Learning Analytics Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Learning Analytics Players by Revenue 3.1.1 Global Top Learning Analytics Players by Revenue (2016-2021) 3.1.2 Global Learning Analytics Revenue Market Share by Players (2016-2021) 3.2 Global Learning Analytics Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Learning Analytics Revenue 3.4 Global Learning Analytics Market Concentration Ratio 3.4.1 Global Learning Analytics Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Learning Analytics Revenue in 2020 3.5 Learning Analytics Key Players Head office and Area Served 3.6 Key Players Learning Analytics Product Solution and Service 3.7 Date of Enter into Learning Analytics Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Learning Analytics Breakdown Data by Type 4.1 Global Learning Analytics Historic Market Size by Type (2016-2021) 4.2 Global Learning Analytics Forecasted Market Size by Type (2022-2027) 5 Learning Analytics Breakdown Data by Application 5.1 Global Learning Analytics Historic Market Size by Application (2016-2021) 5.2 Global Learning Analytics Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Learning Analytics Market Size (2016-2027) 6.2 North America Learning Analytics Market Size by Type 6.2.1 North America Learning Analytics Market Size by Type (2016-2021) 6.2.2 North America Learning Analytics Market Size by Type (2022-2027) 6.2.3 North America Learning Analytics Market Size by Type (2016-2027) 6.3 North America Learning Analytics Market Size by Application 6.3.1 North America Learning Analytics Market Size by Application (2016-2021) 6.3.2 North America Learning Analytics Market Size by Application (2022-2027) 6.3.3 North America Learning Analytics Market Size by Application (2016-2027) 6.4 North America Learning Analytics Market Size by Country 6.4.1 North America Learning Analytics Market Size by Country (2016-2021) 6.4.2 North America Learning Analytics Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Learning Analytics Market Size (2016-2027) 7.2 Europe Learning Analytics Market Size by Type 7.2.1 Europe Learning Analytics Market Size by Type (2016-2021) 7.2.2 Europe Learning Analytics Market Size by Type (2022-2027) 7.2.3 Europe Learning Analytics Market Size by Type (2016-2027) 7.3 Europe Learning Analytics Market Size by Application 7.3.1 Europe Learning Analytics Market Size by Application (2016-2021) 7.3.2 Europe Learning Analytics Market Size by Application (2022-2027) 7.3.3 Europe Learning Analytics Market Size by Application (2016-2027) 7.4 Europe Learning Analytics Market Size by Country 7.4.1 Europe Learning Analytics Market Size by Country (2016-2021) 7.4.2 Europe Learning Analytics Market Size by Country (2022-2027) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Learning Analytics Market Size (2016-2027) 8.2 Asia-Pacific Learning Analytics Market Size by Type 8.2.1 Asia-Pacific Learning Analytics Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Learning Analytics Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Learning Analytics Market Size by Type (2016-2027) 8.3 Asia-Pacific Learning Analytics Market Size by Application 8.3.1 Asia-Pacific Learning Analytics Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Learning Analytics Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Learning Analytics Market Size by Application (2016-2027) 8.4 Asia-Pacific Learning Analytics Market Size by Region 8.4.1 Asia-Pacific Learning Analytics Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Learning Analytics Market Size by Region (2022-2027) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Learning Analytics Market Size (2016-2027) 9.2 Latin America Learning Analytics Market Size by Type 9.2.1 Latin America Learning Analytics Market Size by Type (2016-2021) 9.2.2 Latin America Learning Analytics Market Size by Type (2022-2027) 9.2.3 Latin America Learning Analytics Market Size by Type (2016-2027) 9.3 Latin America Learning Analytics Market Size by Application 9.3.1 Latin America Learning Analytics Market Size by Application (2016-2021) 9.3.2 Latin America Learning Analytics Market Size by Application (2022-2027) 9.3.3 Latin America Learning Analytics Market Size by Application (2016-2027) 9.4 Latin America Learning Analytics Market Size by Country 9.4.1 Latin America Learning Analytics Market Size by Country (2016-2021) 9.4.2 Latin America Learning Analytics Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Learning Analytics Market Size (2016-2027) 10.2 Middle East & Africa Learning Analytics Market Size by Type 10.2.1 Middle East & Africa Learning Analytics Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Learning Analytics Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Learning Analytics Market Size by Type (2016-2027) 10.3 Middle East & Africa Learning Analytics Market Size by Application 10.3.1 Middle East & Africa Learning Analytics Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Learning Analytics Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Learning Analytics Market Size by Application (2016-2027) 10.4 Middle East & Africa Learning Analytics Market Size by Country 10.4.1 Middle East & Africa Learning Analytics Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Learning Analytics Market Size by Country (2022-2027) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 UAE 11 Key Players Profiles 11.1 Oracle 11.1.1 Oracle Company Details 11.1.2 Oracle Business Overview 11.1.3 Oracle Learning Analytics Introduction 11.1.4 Oracle Revenue in Learning Analytics Business (2016-2021) 11.1.5 Oracle Recent Development 11.2 Blackboard 11.2.1 Blackboard Company Details 11.2.2 Blackboard Business Overview 11.2.3 Blackboard Learning Analytics Introduction 11.2.4 Blackboard Revenue in Learning Analytics Business (2016-2021) 11.2.5 Blackboard Recent Development 11.3 IBM 11.3.1 IBM Company Details 11.3.2 IBM Business Overview 11.3.3 IBM Learning Analytics Introduction 11.3.4 IBM Revenue in Learning Analytics Business (2016-2021) 11.3.5 IBM Recent Development 11.4 Microsoft 11.4.1 Microsoft Company Details 11.4.2 Microsoft Business Overview 11.4.3 Microsoft Learning Analytics Introduction 11.4.4 Microsoft Revenue in Learning Analytics Business (2016-2021) 11.4.5 Microsoft Recent Development 11.5 Pearson 11.5.1 Pearson Company Details 11.5.2 Pearson Business Overview 11.5.3 Pearson Learning Analytics Introduction 11.5.4 Pearson Revenue in Learning Analytics Business (2016-2021) 11.5.5 Pearson Recent Development 11.6 Saba Software 11.6.1 Saba Software Company Details 11.6.2 Saba Software Business Overview 11.6.3 Saba Software Learning Analytics Introduction 11.6.4 Saba Software Revenue in Learning Analytics Business (2016-2021) 11.6.5 Saba Software Recent Development 11.7 Sum Total System 11.7.1 Sum Total System Company Details 11.7.2 Sum Total System Business Overview 11.7.3 Sum Total System Learning Analytics Introduction 11.7.4 Sum Total System Revenue in Learning Analytics Business (2016-2021) 11.7.5 Sum Total System Recent Development 11.8 Mcgraw-Hill Education 11.8.1 Mcgraw-Hill Education Company Details 11.8.2 Mcgraw-Hill Education Business Overview 11.8.3 Mcgraw-Hill Education Learning Analytics Introduction 11.8.4 Mcgraw-Hill Education Revenue in Learning Analytics Business (2016-2021) 11.8.5 Mcgraw-Hill Education Recent Development 11.9 SAP 11.9.1 SAP Company Details 11.9.2 SAP Business Overview 11.9.3 SAP Learning Analytics Introduction 11.9.4 SAP Revenue in Learning Analytics Business (2016-2021) 11.9.5 SAP Recent Development 11.10 Desire2learn 11.10.1 Desire2learn Company Details 11.10.2 Desire2learn Business Overview 11.10.3 Desire2learn Learning Analytics Introduction 11.10.4 Desire2learn Revenue in Learning Analytics Business (2016-2021) 11.10.5 Desire2learn Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Learning Analytics Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of On-premises Table 3. Key Players of Cloud Based Table 4. Global Learning Analytics Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global Learning Analytics Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Learning Analytics Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global Learning Analytics Market Share by Regions (2016-2021) Table 8. Global Learning Analytics Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global Learning Analytics Market Share by Regions (2022-2027) Table 10. Learning Analytics Market Trends Table 11. Learning Analytics Market Drivers Table 12. Learning Analytics Market Challenges Table 13. Learning Analytics Market Restraints Table 14. Global Learning Analytics Revenue by Players (2016-2021) & (US$ Million) Table 15. Global Learning Analytics Market Share by Players (2016-2021) Table 16. Global Top Learning Analytics Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Learning Analytics as of 2020) Table 17. Ranking of Global Top Learning Analytics Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by Learning Analytics Revenue (CR5 and HHI) & (2016-2021) Table 19. Key Players Headquarters and Area Served Table 20. Key Players Learning Analytics Product Solution and Service Table 21. Date of Enter into Learning Analytics Market Table 22. Mergers & Acquisitions, Expansion Plans Table 23. Global Learning Analytics Market Size by Type (2016-2021) (US$ Million) Table 24. Global Learning Analytics Revenue Market Share by Type (2016-2021) Table 25. Global Learning Analytics Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global Learning Analytics Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global Learning Analytics Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global Learning Analytics Revenue Market Share by Application (2016-2021) Table 29. Global Learning Analytics Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global Learning Analytics Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America Learning Analytics Market Size by Type (2016-2021) (US$ Million) Table 32. North America Learning Analytics Market Size by Type (2022-2027) & (US$ Million) Table 33. North America Learning Analytics Market Size by Application (2016-2021) (US$ Million) Table 34. North America Learning Analytics Market Size by Application (2022-2027) & (US$ Million) Table 35. North America Learning Analytics Market Size by Country (2016-2021) & (US$ Million) Table 36. North America Learning Analytics Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe Learning Analytics Market Size by Type (2016-2021) (US$ Million) Table 38. Europe Learning Analytics Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe Learning Analytics Market Size by Application (2016-2021) (US$ Million) Table 40. Europe Learning Analytics Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe Learning Analytics Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe Learning Analytics Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific Learning Analytics Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific Learning Analytics Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific Learning Analytics Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific Learning Analytics Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific Learning Analytics Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific Learning Analytics Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America Learning Analytics Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America Learning Analytics Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America Learning Analytics Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America Learning Analytics Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America Learning Analytics Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America Learning Analytics Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa Learning Analytics Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa Learning Analytics Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa Learning Analytics Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa Learning Analytics Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa Learning Analytics Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa Learning Analytics Market Size by Country (2022-2027) & (US$ Million) Table 61. Oracle Company Details Table 62. Oracle Business Overview Table 63. Oracle Learning Analytics Product Table 64. Oracle Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 65. Oracle Recent Development Table 66. Blackboard Company Details Table 67. Blackboard Business Overview Table 68. Blackboard Learning Analytics Product Table 69. Blackboard Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 70. Blackboard Recent Development Table 71. IBM Company Details Table 72. IBM Business Overview Table 73. IBM Learning Analytics Product Table 74. IBM Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 75. IBM Recent Development Table 76. Microsoft Company Details Table 77. Microsoft Business Overview Table 78. Microsoft Learning Analytics Product Table 79. Microsoft Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 80. Microsoft Recent Development Table 81. Pearson Company Details Table 82. Pearson Business Overview Table 83. Pearson Learning Analytics Product Table 84. Pearson Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 85. Pearson Recent Development Table 86. Saba Software Company Details Table 87. Saba Software Business Overview Table 88. Saba Software Learning Analytics Product Table 89. Saba Software Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 90. Saba Software Recent Development Table 91. Sum Total System Company Details Table 92. Sum Total System Business Overview Table 93. Sum Total System Learning Analytics Product Table 94. Sum Total System Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 95. Sum Total System Recent Development Table 96. Mcgraw-Hill Education Company Details Table 97. Mcgraw-Hill Education Business Overview Table 98. Mcgraw-Hill Education Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 99. Mcgraw-Hill Education Recent Development Table 100. SAP Company Details Table 101. SAP Business Overview Table 102. SAP Learning Analytics Product Table 103. SAP Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 104. SAP Recent Development Table 105. Desire2learn Company Details Table 106. Desire2learn Business Overview Table 107. Desire2learn Learning Analytics Product Table 108. Desire2learn Revenue in Learning Analytics Business (2016-2021) & (US$ Million) Table 109. Desire2learn Recent Development Table 110. Research Programs/Design for This Report Table 111. Key Data Information from Secondary Sources Table 112. Key Data Information from Primary Sources List of Figures Figure 1. Global Learning Analytics Market Share by Type: 2020 VS 2027 Figure 2. On-premises Features Figure 3. Cloud Based Features Figure 4. Global Learning Analytics Market Share by Application: 2020 VS 2027 Figure 5. Academic Case Studies Figure 6. Enterprise Case Studies Figure 7. Learning Analytics Report Years Considered Figure 8. Global Learning Analytics Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 9. Global Learning Analytics Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 10. Global Learning Analytics Market Share by Regions: 2020 VS 2027 Figure 11. Global Learning Analytics Market Share by Regions (2022-2027) Figure 12. Global Learning Analytics Market Share by Players in 2020 Figure 13. Global Top Learning Analytics Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Learning Analytics as of 2020 Figure 14. The Top 10 and 5 Players Market Share by Learning Analytics Revenue in 2020 Figure 15. Global Learning Analytics Revenue Market Share by Type (2016-2021) Figure 16. Global Learning Analytics Revenue Market Share by Type (2022-2027) Figure 17. North America Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 18. North America Learning Analytics Market Share by Type (2016-2027) Figure 19. North America Learning Analytics Market Share by Application (2016-2027) Figure 20. North America Learning Analytics Market Share by Country (2016-2027) Figure 21. United States Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 22. Canada Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. Europe Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Europe Learning Analytics Market Share by Type (2016-2027) Figure 25. Europe Learning Analytics Market Share by Application (2016-2027) Figure 26. Europe Learning Analytics Market Share by Country (2016-2027) Figure 27. Germany Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 28. France Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. U.K. Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. Italy Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Russia Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Nordic Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Asia-Pacific Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Asia-Pacific Learning Analytics Market Share by Type (2016-2027) Figure 35. Asia-Pacific Learning Analytics Market Share by Application (2016-2027) Figure 36. Asia-Pacific Learning Analytics Market Share by Region (2016-2027) Figure 37. China Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 38. Japan Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. South Korea Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Southeast Asia Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. India Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Australia Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Latin America Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Latin America Learning Analytics Market Share by Type (2016-2027) Figure 45. Latin America Learning Analytics Market Share by Application (2016-2027) Figure 46. Latin America Learning Analytics Market Share by Country (2016-2027) Figure 47. Mexico Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 48. Brazil Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Middle East & Africa Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Middle East & Africa Learning Analytics Market Share by Type (2016-2027) Figure 51. Middle East & Africa Learning Analytics Market Share by Application (2016-2027) Figure 52. Middle East & Africa Learning Analytics Market Share by Country (2016-2027) Figure 53. Turkey Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 54. Saudi Arabia Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. UAE Learning Analytics Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. Oracle Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 57. Blackboard Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 58. IBM Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 59. Microsoft Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 60. Pearson Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 61. Saba Software Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 62. Sum Total System Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 63. Mcgraw-Hill Education Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 64. SAP Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 65. Desire2learn Revenue Growth Rate in Learning Analytics Business (2016-2021) Figure 66. Bottom-up and Top-down Approaches for This Report Figure 67. Data Triangulation Figure 68. Key Executives Interviewed

Oracle Blackboard IBM Microsoft Pearson Saba Software Sum Total System Mcgraw-Hill Education SAP Desire2learn