FEATURED COMPANIES
- Alteryx Inc. (U.S.)
- Blackboard Inc. (U.S.)
- D2L Corporations (Canada)
- IBM Corporations (U.S.)
- Oracle Corporation (U.S.)
- SABA Software (U.S.)
- MORE
Education and Learning Analytics Market by Component, Deployment, Applications (Acquisition & Retention, Curriculum Development, Finance, Operations, Performance Management), User Group (Academic, Corporate) and Region - Global Forecast to 2027
The research report titled “Education and Learning Analytics Market by Component, Deployment, Applications (Acquisition & Retention, Curriculum Development, Finance, Operations, Performance Management), User Group (Academic, Corporate), and Region - Global Forecast to 2027” provides in-depth analysis of the education and learning analytics market in five major geographies and emphasizes on the current market trends, market size, market share, recent developments, and forecast till 2027. The education and learning analytics market is expected to reach $34.7 billion by 2027, growing at a CAGR of 29.8% during the forecast period of 2020 to 2027. The growth of this market is mainly attributed to the rising need for data-driven decisions to improve education quality and extensive government initiatives in digitalizing the education sector.
The study offers a comprehensive analysis of the education and learning analytics market with respect to component, deployment, application, user group, and geography. The education and learning analytics market is segmented based on component (solutions and services), deployment (on-premise and cloud-based), application (people’s acquisition and retention, curriculum development, finance management, operations management, others), user group (academic and corporate), and region. The study also evaluates industry competitors and analyses the market at a country level.
Based on component, the software segment accounted for the largest share of the education and learning analytics market in 2020. The large share of this segment is mainly attributed to the growing adoption of software solutions across the academic user group for maintaining and monitoring student and educator performance. This segment is also expected to witness a high growth rate in the forecast period. The engagement of learning analytics software with new technologies, such as machine learning, deep learning, and artificial intelligence to predict and provide accurate insights is attributed to drive the growth of this segment in the forecast period.
Based on deployment type, the cloud-based segment accounted for the largest share of the education and learning analytics market in 2020. This is primarily attributed to the growing adoption of cloud-based learning analytics solutions by education institutions to reduce infrastructure costs. This segment is also projected to witness a high growth rate as cloud-based solutions are easily accessible and scalable in handling the application software.
Based on application, the performance management segment accounted for the largest share of the education and learning analytics market in 2020. The growth of this segment is primarily attributed to the mounting need of institutions to align their operational efficiency requirements with employee performance. Also, the ability of learning analytics solutions to access and integrate the data across multiple systems enables institutes to make data-informed decisions related to student performance.
Based on user-group, the academic institutes segment accounted for the largest share of the education and learning analytics market in 2020. The large share of this segment is attributed to the increasing spending capacity of higher education institutions on data-driven solutions. The academics segment is further split under k-12 and higher education institutions.
Geographically, the market is segmented into five major geographies, namely, North America, Europe, Asia-Pacific, Latin America, and the Middle East and Africa. The North American region commanded the largest share of the education and learning analytics market in 2020. However, the Asia-Pacific region is expected to witness rapid growth during the forecast period. This growth is mainly driven by the increasing adoption of e-learning tools across a wide range of educational institutions in countries such as China, India, and Japan.
The key players profiled in the education and learning analytics market are MicroStrategy Incorporated (U.S.), TIBCO Software Inc. (U.S.), Oracle Corporation (U.S.), Alteryx, Inc. (U.S.), D2L Corporations (Canada), SAS Institute Ins. (U.S.), IBM Corporations (U.S.), Microsoft Corporation (U.S.), SABA Software (U.S.), SAP SE (U.S.), and Blackboard Inc. (U.S.), among others.
Key questions answered in the report
Education and Learning Analytics Market, by Component
The research report titled “Education and Learning Analytics Market by Component, Deployment, Applications (Acquisition & Retention, Curriculum Development, Finance, Operations, Performance Management), User Group (Academic, Corporate), and Region - Global Forecast to 2027” provides in-depth analysis of the education and learning analytics market in five major geographies and emphasizes on the current market trends, market size, market share, recent developments, and forecast till 2027. The education and learning analytics market is expected to reach $34.7 billion by 2027, growing at a CAGR of 29.8% during the forecast period of 2020 to 2027. The growth of this market is mainly attributed to the rising need for data-driven decisions to improve education quality and extensive government initiatives in digitalizing the education sector.
The study offers a comprehensive analysis of the education and learning analytics market with respect to component, deployment, application, user group, and geography. The education and learning analytics market is segmented based on component (solutions and services), deployment (on-premise and cloud-based), application (people’s acquisition and retention, curriculum development, finance management, operations management, others), user group (academic and corporate), and region. The study also evaluates industry competitors and analyses the market at a country level.
Based on component, the software segment accounted for the largest share of the education and learning analytics market in 2020. The large share of this segment is mainly attributed to the growing adoption of software solutions across the academic user group for maintaining and monitoring student and educator performance. This segment is also expected to witness a high growth rate in the forecast period. The engagement of learning analytics software with new technologies, such as machine learning, deep learning, and artificial intelligence to predict and provide accurate insights is attributed to drive the growth of this segment in the forecast period.
Based on deployment type, the cloud-based segment accounted for the largest share of the education and learning analytics market in 2020. This is primarily attributed to the growing adoption of cloud-based learning analytics solutions by education institutions to reduce infrastructure costs. This segment is also projected to witness a high growth rate as cloud-based solutions are easily accessible and scalable in handling the application software.
Based on application, the performance management segment accounted for the largest share of the education and learning analytics market in 2020. The growth of this segment is primarily attributed to the mounting need of institutions to align their operational efficiency requirements with employee performance. Also, the ability of learning analytics solutions to access and integrate the data across multiple systems enables institutes to make data-informed decisions related to student performance.
Based on user-group, the academic institutes segment accounted for the largest share of the education and learning analytics market in 2020. The large share of this segment is attributed to the increasing spending capacity of higher education institutions on data-driven solutions. The academics segment is further split under k-12 and higher education institutions.
Geographically, the market is segmented into five major geographies, namely, North America, Europe, Asia-Pacific, Latin America, and the Middle East and Africa. The North American region commanded the largest share of the education and learning analytics market in 2020. However, the Asia-Pacific region is expected to witness rapid growth during the forecast period. This growth is mainly driven by the increasing adoption of e-learning tools across a wide range of educational institutions in countries such as China, India, and Japan.
The key players profiled in the education and learning analytics market are MicroStrategy Incorporated (U.S.), TIBCO Software Inc. (U.S.), Oracle Corporation (U.S.), Alteryx, Inc. (U.S.), D2L Corporations (Canada), SAS Institute Ins. (U.S.), IBM Corporations (U.S.), Microsoft Corporation (U.S.), SABA Software (U.S.), SAP SE (U.S.), and Blackboard Inc. (U.S.), among others.
Key questions answered in the report
- Which are the high growth market segments in terms of component, deployment mode, application, user-group, and countries?
- What is the historical market for education and learning analytics across the globe?
- What are the market forecasts and estimates from the period of 2019-2027?
- Who are the major players in various countries, and what share of the market do they hold?
- What are the recent developments in the education and learning analytics market?
- What are the different strategies adopted by the major players in the education and learning analytics market?
- What are the geographical trends and high-growth countries?
- Who are the local emerging players in the education and learning analytics market, and how do they compete with the other players?
Education and Learning Analytics Market, by Component
- Software
- Services
- Managed Services
- Professional Services
- Technical Support and Maintenance
- Consulting
- On-premise
- Cloud-based
- People Acquisition
- Curriculum Development
- Operations Management
- Finance Management
- Performance Management
- Others
- Academics
- K-12
- Higher Education Institutions
- Corporates
- Large Enterprises
- Small and Medium-sized Enterprises
- North America
- U.S.
- Canada
- Europe
- Germany
- U.K.
- France
- Italy
- Spain
- Rest of Europe
- Asia-Pacific
- Japan
- China
- India
- South Korea
- Rest of Asia-Pacific
- Latin America
- Middle East and Africa
Note: Product cover images may vary from those shown
FEATURED COMPANIES
- Alteryx Inc. (U.S.)
- Blackboard Inc. (U.S.)
- D2L Corporations (Canada)
- IBM Corporations (U.S.)
- Oracle Corporation (U.S.)
- SABA Software (U.S.)
- MORE
1 Introduction
1.1. Market Definition
1.2. Currency and Limitations
1.2.1. Currency
1.2.2. Limitations
2 Research Methodology
2.1. Research Approach
2.2. Data Collection & Validation
2.2.1. Secondary Research
2.2.2. Primary Research
2.3. Market Assessment
2.3.1. Market Size Estimation
2.3.2. Bottom-Up Approach
2.3.3. Top-Down Approach
2.3.4. Growth Forecast
2.4. Assumptions for The Study
3 Executive Summary
3.1. Market Overview
3.2. Market Analysis, by Component
3.3. Market Analysis, by Deployment Type
3.4. Market Analysis, by Application
3.5. Market Analysis, by User Group
3.6. Market Analysis, by Geography
3.7. Competitive Analysis
4 Market Insights
4.1. Introduction
4.2. Drivers
4.2.1. Growing Need for Data Driven Decisions to Improve Education Quality
4.2.2. Extensive Government Initiatives
4.3. Restraints
4.3.1. Ignorance of Institutes Towards Education Analytics Standards and Data Hygiene
4.4. Opportunities
4.4.1. Advent of Machine Learning and Artificial Intelligence
4.5. Challenges
4.5.1. Data Privacy and Security Concerns
4.6. Trend
4.6.1. Proliferation of Distance Learning
4.7. Impact of Covid-19 Pandemic on the Education and Learning Analytics Market
5 Education and Learning Analytics Market, by Component
5.1. Introduction
5.2. Software
5.3. Services
5.3.1. Managed Services
5.3.2. Professional Services
5.3.2.1. Technical Support and Maintenance Service
5.3.2.2. Consulting Service
6 Education and Learning Analytics Market, by Deployment Type
6.1. Introduction
6.2. Cloud
6.3. On Premise
7 Education and Learning Analytics Market, by Application
7.1. Introduction
7.2. Performance Management
7.3. People Acquisition and Retention
7.4. Operations Management
7.5. Finance Management
7.6. Curriculum Development
7.7. Others
8 Education and Learning Analytics Market, by User Group
8.1. Introduction
8.2. Academic
8.2.1. Higher Education
8.2.2. K-12
8.3. Corporate
8.3.1. Large Enterprises
8.3.2. Small and Medium Sized Enterprises
9 Education and Learning Analytics Market, by Geography
9.1. Introduction
9.2. North America
9.2.1. U.S.
9.2.2. Canada
9.3. Europe
9.3.1. U.K.
9.3.2. Germany
9.3.3. France
9.3.4. Italy
9.3.5. Spain
9.3.6. Rest of Europe
9.4. Asia Pacific
9.4.1. China
9.4.2. Japan
9.4.3. India
9.4.4. South Korea
9.4.5. Rest of Asia Pacific
9.5. Latin America
9.6. Middle East & Africa
10 Competitive Landscape
10.1. Introduction
10.2. Key Growth Strategies
10.3. Competitive Benchmarking
10.4. Market Share Analysis (2019)
11 Company Profiles (Business Overview, Financial Overview, Product Portfolio, Strategic Development)
11.1. MicroStrategy Incorporated
11.2. Tibco Software Inc.
11.3. Alteryx, Inc.
11.4. D2l Corporations
11.5. SAS Institute, Inc.
11.6. IBM Corporation
11.7. Microsoft Corporations
11.8. Saba Software
11.9. SAP SE
11.10. Oracle Corporation
11.11. Blackboard Inc.
12 Appendix
12.1. Questionnaire
12.2. Available Customization
List of Tables
Table 1 Currency Conversion Rate, 2016-2019
Table 2 Key Secondary Sources
Table 3 Impact Assessment of Covid-19 On Education and Learning Analytics Market ($Billion)
Table 4 Global Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 5 Global Education and Learning Analytics Software Market Size, by Country/Region, 2018-2027 (USD Million)
Table 6 Global Education and Learning Analytics Services Market Size, by Type, 2018-2027 (USD Million)
Table 7 Global Education and Learning Analytics Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 8 Global Education and Learning Analytics Managed Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 9 Global Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 10 Global Education and Learning Analytics Professional Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 11 Global Education and Learning Analytics Technical Support and Maintenance Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 12 Global Education and Learning Analytics Consulting Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 13 Global Education and Learning Analytics Market Size, by Deployment, 2018-2027 (USD Million)
Table 14 Global Cloud Based Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 15 Global On-Premise Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 16 Global Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 17 Global Education and Learning Analytics Market Size for Performance Management, by Country/Region, 2018-2027 (USD Million)
Table 18 Global Education and Learning Analytics Market Size for People Acquisition and Retention, by Country/Region, 2018-2027 (USD Million)
Table 19 Global Education and Learning Analytics Market Size for Operations Management, by Country/Region, 2018-2027 (USD Million)
Table 20 Global Education and Learning Analytics Market Size for Finance Management, by Country/Region, 2018-2027 (USD Million)
Table 21 Global Education and Learning Analytics Market Size for Curriculum Development, by Country/Region, 2018-2027 (USD Million)
Table 22 Global Education and Learning Analytics Market Size for Other Applications, by Country/Region, 2018-2027 (USD Million)
Table 23 Global Education and Learning Analytics Market Size, by User Group, 2018-2027 (USD Million)
Table 24 Global Academic Education and Learning Analytics Market Size, by Type, 2018-2027 (USD Million)
Table 25 Global Academic Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 26 Global Education and Learning Analytics Market Size for Higher Education, by Country/Region, 2018-2027 (USD Million)
Table 27 Global Education and Learning Analytics Market Size for K-12, by Country/Region, 2018-2027 (USD Million)
Table 28 Global Corporate Education and Learning Analytics Market Size, by Type, 2018-2027 (USD Million)
Table 29 Global Corporate Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 30 Global Education and Learning Analytics Market Size for Large Enterprises, by Country/Region, 2018-2027 (USD Million)
Table 31 Global Education and Learning Analytics Market Size for Small and Medium Sized Enterprises, by Country/Region, 2018-2027 (USD Million)
Table 32 Global Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 33 North America: Education and Learning Analytics Market Size, by Country, 2018-2027 (USD Million)
Table 34 North America: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 35 North America: Education and Learning Analytics Services Market Size, by Type, 2018- 2027 (USD Million)
Table 36 North America: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 37 North America: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 38 North America: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 39 North America: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 40 North America: Education and Learning Analytics Academic User Group Market Size, by Type, 2018-2027 (USD Million)
Table 41 North America: Education and Learning Analytics Corporate User Group Market Size, by Type, 2018-2027 (USD Million)
Table 42 U.S.: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 43 U.S.: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 44 U.S.: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 45 U.S.: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 46 U.S.: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 47 U.S.: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 48 U.S.: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 49 U.S.: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 50 Canada: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 51 Canada: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 52 Canada: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 53 Canada: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 54 Canada: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 55 Canada: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 56 Canada: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 57 Canada: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 58 Europe: Education and Learning Analytics Market Size, by Country, 2018-2027 (USD Million)
Table 59 Europe: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 60 Europe: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 61 Europe: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 62 Europe: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 63 Europe: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 64 Europe: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 65 Europe: Education and Learning Analytics Academic User Group Market Size, by Type, 2018-2027 (USD Million)
Table 66 Europe: Education and Learning Analytics Corporate User Group Market Size, by Type, 2018-2027 (USD Million)
Table 67 U.K.: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 68 U.K.: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 69 U.K.: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 70 U.K.: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 71 U.K.: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 72 U.K.: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 73 U.K.: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 74 U.K.: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 75 Germany: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 76 Germany: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 77 Germany: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 78 Germany: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 79 Germany: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 80 Germany: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 81 Germany: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 82 Germany: Education and Learning Analytics Corporate User Group Market Size, by Type, 2018-2027 (USD Million)
Table 83 France: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 84 France: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 85 France: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 86 France: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 87 France: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 88 France: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 89 France: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 90 France: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 91 Italy: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 92 Italy: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 93 Italy: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 94 Italy: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 95 Italy: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 96 Italy: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 97 Italy: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 98 Italy: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 99 Spain: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 100 Spain: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 101 Spain: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 102 Spain: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 103 Spain: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 104 Spain: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 105 Spain: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 106 Spain: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 107 Rest of Europe: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 108 Rest of Europe: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 109 Rest of Europe: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 110 Rest of Europe: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 111 Rest of Europe: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 112 Rest of Europe: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 113 Rest of Europe: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 114 Rest of Europe: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 115 Asia Pacific: Education and Learning Analytics Market Size, by Country, 2018-2027 (USD Million)
Table 116 Asia Pacific: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 117 Asia Pacific: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 118 Asia Pacific: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 119 Asia Pacific: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 120 Asia Pacific: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 121 Asia Pacific: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 122 Asia Pacific: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 123 Asia Pacific: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 124 China: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 125 China: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 126 China: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 127 China: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 128 China: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 129 China: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 130 China: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 131 China: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 132 Japan: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 133 Japan: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 134 Japan: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 135 Japan: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 136 Japan: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 137 Japan: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 138 Japan: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 139 Japan: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 140 India: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 141 India: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 142 India: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 143 India: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 144 India: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 145 India: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 146 India: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 147 India: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 148 South Korea: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 149 South Korea: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 150 South Korea: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 151 South Korea: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 152 South Korea: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 153 South Korea: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 154 South Korea: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 155 South Korea: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 156 Rest of Asia Pacific: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 157 Rest of Asia Pacific: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 158 Rest of Asia Pacific: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 159 Rest of Asia Pacific: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 160 Rest of Asia Pacific: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 161 Rest of Asia Pacific: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 162 Rest of Asia Pacific: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 163 Rest of Asia Pacific: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 164 Latin America: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 165 Latin America: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 166 Latin America: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 167 Latin America: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 168 Latin America: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 169 Latin America: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 170 Latin America: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 171 Latin America: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 172 Middle East & Africa: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 173 Middle East & Africa: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 174 Middle East & Africa: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 175 Middle East & Africa: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 176 Middle East & Africa: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 178 Middle East & Africa: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 179 Middle East & Africa: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 180 Recent Developments, by Company, 2016-2019
List of Figures
Figure 1 Market Ecosystem
Figure 2 Key Stakeholders
Figure 3 Research Process
Figure 4 Primary Research Techniques
Figure 5 Key Executives Interviewed
Figure 6 Breakdown of Primary Interviews (Supply Side & Demand Side)
Figure 7 Market Sizing and Growth Forecast Approach
Figure 8 Key Insights
Figure 9 Education & Learning Analytics Market, by Component, 2020 Vs. 2027 (USD Million)
Figure 10 Education & Learning Analytics Market by Deployment Type, 2020 Vs. 2027 (USD Million)
Figure 11 Education & Learning Analytics Market, by Application
Figure 12 Education & Learning Analytics Market, by User-Group, 2020 Vs. 2027 (USD Million)
Figure 13 Geographic Snapshot: Education & Learning Analytics Market
Figure 14 Market Dynamics
Figure 15 Impact Assessment of Covid-19 On Education and Learning Analytics Market
Figure 16 Global Education and Learning Analytics Market Size, by Component, 2020-2027 (USD Million)
Figure 17 Global Education and Learning Analytics Market Size, by Deployment, 2020-2027 (USD Million)
Figure 18 Global Education and Learning Analytics Market Size, by Application, 2020-2027 (USD Million)
Figure 19 Global Education and Learning Analytics Market Size, by User Group, 2020-2027 (USD Million)
Figure 20 Global Education and Learning Analytics Market Size, by Geography, 2020-2027 (USD Million)
Figure 21 North America Education and Learning Analytics Market: Snapshot
Figure 22 Europe Education and Learning Analytics Market: Snapshot
Figure 23 Asia Pacific Education and Learning Analytics Market: Snapshot
Figure 24 Key Growth Strategies Adopted by Leading Players, 2016-2019
Figure 25 Education and Learning Analytics: Competitive Benchmarking
Figure 26 Market Share Analysis: Education and Learning Analytics Industry, 2019
Figure 27 MicroStrategy Incorporated.: Financial Overview (2017-2019)
Figure 28 Alteryx, Inc.: Financial Overview (2017-2019)
Figure 29 SAS Institute Inc.: Financial Overview (2017-2019)
Figure 30 IBM Corporation.: Financial Overview (2017-2019)
Figure 31 Microsoft Corporation.: Financial Overview (2017-2019)
Figure 32 Sap Se.: Financial Overview (2017-2019)
Figure 33 Oracle Corporation.: Financial Overview (2017-2019)
1.1. Market Definition
1.2. Currency and Limitations
1.2.1. Currency
1.2.2. Limitations
2 Research Methodology
2.1. Research Approach
2.2. Data Collection & Validation
2.2.1. Secondary Research
2.2.2. Primary Research
2.3. Market Assessment
2.3.1. Market Size Estimation
2.3.2. Bottom-Up Approach
2.3.3. Top-Down Approach
2.3.4. Growth Forecast
2.4. Assumptions for The Study
3 Executive Summary
3.1. Market Overview
3.2. Market Analysis, by Component
3.3. Market Analysis, by Deployment Type
3.4. Market Analysis, by Application
3.5. Market Analysis, by User Group
3.6. Market Analysis, by Geography
3.7. Competitive Analysis
4 Market Insights
4.1. Introduction
4.2. Drivers
4.2.1. Growing Need for Data Driven Decisions to Improve Education Quality
4.2.2. Extensive Government Initiatives
4.3. Restraints
4.3.1. Ignorance of Institutes Towards Education Analytics Standards and Data Hygiene
4.4. Opportunities
4.4.1. Advent of Machine Learning and Artificial Intelligence
4.5. Challenges
4.5.1. Data Privacy and Security Concerns
4.6. Trend
4.6.1. Proliferation of Distance Learning
4.7. Impact of Covid-19 Pandemic on the Education and Learning Analytics Market
5 Education and Learning Analytics Market, by Component
5.1. Introduction
5.2. Software
5.3. Services
5.3.1. Managed Services
5.3.2. Professional Services
5.3.2.1. Technical Support and Maintenance Service
5.3.2.2. Consulting Service
6 Education and Learning Analytics Market, by Deployment Type
6.1. Introduction
6.2. Cloud
6.3. On Premise
7 Education and Learning Analytics Market, by Application
7.1. Introduction
7.2. Performance Management
7.3. People Acquisition and Retention
7.4. Operations Management
7.5. Finance Management
7.6. Curriculum Development
7.7. Others
8 Education and Learning Analytics Market, by User Group
8.1. Introduction
8.2. Academic
8.2.1. Higher Education
8.2.2. K-12
8.3. Corporate
8.3.1. Large Enterprises
8.3.2. Small and Medium Sized Enterprises
9 Education and Learning Analytics Market, by Geography
9.1. Introduction
9.2. North America
9.2.1. U.S.
9.2.2. Canada
9.3. Europe
9.3.1. U.K.
9.3.2. Germany
9.3.3. France
9.3.4. Italy
9.3.5. Spain
9.3.6. Rest of Europe
9.4. Asia Pacific
9.4.1. China
9.4.2. Japan
9.4.3. India
9.4.4. South Korea
9.4.5. Rest of Asia Pacific
9.5. Latin America
9.6. Middle East & Africa
10 Competitive Landscape
10.1. Introduction
10.2. Key Growth Strategies
10.3. Competitive Benchmarking
10.4. Market Share Analysis (2019)
11 Company Profiles (Business Overview, Financial Overview, Product Portfolio, Strategic Development)
11.1. MicroStrategy Incorporated
11.2. Tibco Software Inc.
11.3. Alteryx, Inc.
11.4. D2l Corporations
11.5. SAS Institute, Inc.
11.6. IBM Corporation
11.7. Microsoft Corporations
11.8. Saba Software
11.9. SAP SE
11.10. Oracle Corporation
11.11. Blackboard Inc.
12 Appendix
12.1. Questionnaire
12.2. Available Customization
List of Tables
Table 1 Currency Conversion Rate, 2016-2019
Table 2 Key Secondary Sources
Table 3 Impact Assessment of Covid-19 On Education and Learning Analytics Market ($Billion)
Table 4 Global Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 5 Global Education and Learning Analytics Software Market Size, by Country/Region, 2018-2027 (USD Million)
Table 6 Global Education and Learning Analytics Services Market Size, by Type, 2018-2027 (USD Million)
Table 7 Global Education and Learning Analytics Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 8 Global Education and Learning Analytics Managed Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 9 Global Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 10 Global Education and Learning Analytics Professional Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 11 Global Education and Learning Analytics Technical Support and Maintenance Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 12 Global Education and Learning Analytics Consulting Services Market Size, by Country/Region, 2018-2027 (USD Million)
Table 13 Global Education and Learning Analytics Market Size, by Deployment, 2018-2027 (USD Million)
Table 14 Global Cloud Based Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 15 Global On-Premise Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 16 Global Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 17 Global Education and Learning Analytics Market Size for Performance Management, by Country/Region, 2018-2027 (USD Million)
Table 18 Global Education and Learning Analytics Market Size for People Acquisition and Retention, by Country/Region, 2018-2027 (USD Million)
Table 19 Global Education and Learning Analytics Market Size for Operations Management, by Country/Region, 2018-2027 (USD Million)
Table 20 Global Education and Learning Analytics Market Size for Finance Management, by Country/Region, 2018-2027 (USD Million)
Table 21 Global Education and Learning Analytics Market Size for Curriculum Development, by Country/Region, 2018-2027 (USD Million)
Table 22 Global Education and Learning Analytics Market Size for Other Applications, by Country/Region, 2018-2027 (USD Million)
Table 23 Global Education and Learning Analytics Market Size, by User Group, 2018-2027 (USD Million)
Table 24 Global Academic Education and Learning Analytics Market Size, by Type, 2018-2027 (USD Million)
Table 25 Global Academic Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 26 Global Education and Learning Analytics Market Size for Higher Education, by Country/Region, 2018-2027 (USD Million)
Table 27 Global Education and Learning Analytics Market Size for K-12, by Country/Region, 2018-2027 (USD Million)
Table 28 Global Corporate Education and Learning Analytics Market Size, by Type, 2018-2027 (USD Million)
Table 29 Global Corporate Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 30 Global Education and Learning Analytics Market Size for Large Enterprises, by Country/Region, 2018-2027 (USD Million)
Table 31 Global Education and Learning Analytics Market Size for Small and Medium Sized Enterprises, by Country/Region, 2018-2027 (USD Million)
Table 32 Global Education and Learning Analytics Market Size, by Country/Region, 2018-2027 (USD Million)
Table 33 North America: Education and Learning Analytics Market Size, by Country, 2018-2027 (USD Million)
Table 34 North America: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 35 North America: Education and Learning Analytics Services Market Size, by Type, 2018- 2027 (USD Million)
Table 36 North America: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 37 North America: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 38 North America: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 39 North America: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 40 North America: Education and Learning Analytics Academic User Group Market Size, by Type, 2018-2027 (USD Million)
Table 41 North America: Education and Learning Analytics Corporate User Group Market Size, by Type, 2018-2027 (USD Million)
Table 42 U.S.: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 43 U.S.: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 44 U.S.: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 45 U.S.: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 46 U.S.: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 47 U.S.: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 48 U.S.: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 49 U.S.: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 50 Canada: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 51 Canada: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 52 Canada: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 53 Canada: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 54 Canada: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 55 Canada: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 56 Canada: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 57 Canada: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 58 Europe: Education and Learning Analytics Market Size, by Country, 2018-2027 (USD Million)
Table 59 Europe: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 60 Europe: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 61 Europe: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 62 Europe: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 63 Europe: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 64 Europe: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 65 Europe: Education and Learning Analytics Academic User Group Market Size, by Type, 2018-2027 (USD Million)
Table 66 Europe: Education and Learning Analytics Corporate User Group Market Size, by Type, 2018-2027 (USD Million)
Table 67 U.K.: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 68 U.K.: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 69 U.K.: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 70 U.K.: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 71 U.K.: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 72 U.K.: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 73 U.K.: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 74 U.K.: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 75 Germany: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 76 Germany: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 77 Germany: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 78 Germany: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 79 Germany: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 80 Germany: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 81 Germany: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 82 Germany: Education and Learning Analytics Corporate User Group Market Size, by Type, 2018-2027 (USD Million)
Table 83 France: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 84 France: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 85 France: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 86 France: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 87 France: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 88 France: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 89 France: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 90 France: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 91 Italy: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 92 Italy: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 93 Italy: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 94 Italy: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 95 Italy: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 96 Italy: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 97 Italy: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 98 Italy: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 99 Spain: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 100 Spain: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 101 Spain: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 102 Spain: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 103 Spain: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 104 Spain: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 105 Spain: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 106 Spain: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 107 Rest of Europe: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 108 Rest of Europe: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 109 Rest of Europe: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 110 Rest of Europe: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 111 Rest of Europe: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 112 Rest of Europe: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 113 Rest of Europe: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 114 Rest of Europe: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 115 Asia Pacific: Education and Learning Analytics Market Size, by Country, 2018-2027 (USD Million)
Table 116 Asia Pacific: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 117 Asia Pacific: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 118 Asia Pacific: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 119 Asia Pacific: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 120 Asia Pacific: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 121 Asia Pacific: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 122 Asia Pacific: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 123 Asia Pacific: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 124 China: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 125 China: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 126 China: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 127 China: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 128 China: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 129 China: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 130 China: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 131 China: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 132 Japan: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 133 Japan: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 134 Japan: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 135 Japan: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 136 Japan: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 137 Japan: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 138 Japan: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 139 Japan: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 140 India: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 141 India: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 142 India: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 143 India: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 144 India: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 145 India: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 146 India: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 147 India: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 148 South Korea: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 149 South Korea: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 150 South Korea: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 151 South Korea: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 152 South Korea: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 153 South Korea: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 154 South Korea: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 155 South Korea: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 156 Rest of Asia Pacific: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 157 Rest of Asia Pacific: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 158 Rest of Asia Pacific: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 159 Rest of Asia Pacific: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 160 Rest of Asia Pacific: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 161 Rest of Asia Pacific: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 162 Rest of Asia Pacific: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 163 Rest of Asia Pacific: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 164 Latin America: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 165 Latin America: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 166 Latin America: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 167 Latin America: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 168 Latin America: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 169 Latin America: Education and Learning Analytics Market Size, by User Group, 2018- 2027(USD Million)
Table 170 Latin America: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 171 Latin America: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 172 Middle East & Africa: Education and Learning Analytics Market Size, by Component, 2018-2027 (USD Million)
Table 173 Middle East & Africa: Education and Learning Analytics Services Market Size, by Type, 2018- 2027(USD Million)
Table 174 Middle East & Africa: Education and Learning Analytics Professional Services Market Size, by Type, 2018-2027 (USD Million)
Table 175 Middle East & Africa: Education and Learning Analytics Market Size, by Deployment Type, 2018-2027 (USD Million)
Table 176 Middle East & Africa: Education and Learning Analytics Market Size, by Application, 2018-2027 (USD Million)
Table 178 Middle East & Africa: Education and Learning Analytics Market Size for Academic User Group, by Type, 2018-2027 (USD Million)
Table 179 Middle East & Africa: Education and Learning Analytics Market Size for Corporate User Group, by Type, 2018-2027 (USD Million)
Table 180 Recent Developments, by Company, 2016-2019
List of Figures
Figure 1 Market Ecosystem
Figure 2 Key Stakeholders
Figure 3 Research Process
Figure 4 Primary Research Techniques
Figure 5 Key Executives Interviewed
Figure 6 Breakdown of Primary Interviews (Supply Side & Demand Side)
Figure 7 Market Sizing and Growth Forecast Approach
Figure 8 Key Insights
Figure 9 Education & Learning Analytics Market, by Component, 2020 Vs. 2027 (USD Million)
Figure 10 Education & Learning Analytics Market by Deployment Type, 2020 Vs. 2027 (USD Million)
Figure 11 Education & Learning Analytics Market, by Application
Figure 12 Education & Learning Analytics Market, by User-Group, 2020 Vs. 2027 (USD Million)
Figure 13 Geographic Snapshot: Education & Learning Analytics Market
Figure 14 Market Dynamics
Figure 15 Impact Assessment of Covid-19 On Education and Learning Analytics Market
Figure 16 Global Education and Learning Analytics Market Size, by Component, 2020-2027 (USD Million)
Figure 17 Global Education and Learning Analytics Market Size, by Deployment, 2020-2027 (USD Million)
Figure 18 Global Education and Learning Analytics Market Size, by Application, 2020-2027 (USD Million)
Figure 19 Global Education and Learning Analytics Market Size, by User Group, 2020-2027 (USD Million)
Figure 20 Global Education and Learning Analytics Market Size, by Geography, 2020-2027 (USD Million)
Figure 21 North America Education and Learning Analytics Market: Snapshot
Figure 22 Europe Education and Learning Analytics Market: Snapshot
Figure 23 Asia Pacific Education and Learning Analytics Market: Snapshot
Figure 24 Key Growth Strategies Adopted by Leading Players, 2016-2019
Figure 25 Education and Learning Analytics: Competitive Benchmarking
Figure 26 Market Share Analysis: Education and Learning Analytics Industry, 2019
Figure 27 MicroStrategy Incorporated.: Financial Overview (2017-2019)
Figure 28 Alteryx, Inc.: Financial Overview (2017-2019)
Figure 29 SAS Institute Inc.: Financial Overview (2017-2019)
Figure 30 IBM Corporation.: Financial Overview (2017-2019)
Figure 31 Microsoft Corporation.: Financial Overview (2017-2019)
Figure 32 Sap Se.: Financial Overview (2017-2019)
Figure 33 Oracle Corporation.: Financial Overview (2017-2019)
Note: Product cover images may vary from those shown
- MicroStrategy Incorporated (U.S.)
- TIBCO Software Inc. (U.S.)
- Oracle Corporation (U.S.)
- Alteryx Inc. (U.S.)
- D2L Corporations (Canada)
- SAS Institute Ins. (U.S.)
- IBM Corporations (U.S.)
- Microsoft Corporation (U.S.)
- SABA Software (U.S.)
- SAP SE (U.S.)
- Blackboard Inc. (U.S.)
Note: Product cover images may vary from those shown
