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Education And Learning Analytics Market

Release date:

Apr-2021

Region:

global

Research Code:MRICT - 104437

Sku:MRICT - 104437

Education and Learning Analytics Market by Component, Deployment, Applications (Acquisition and Retention, Curriculum Development, Finance, Operations, Performance Management), User Group (Academic, Corporate) and Region - Global Forecast to 2027

  • Report ID: MRICT - 104437
  • Pages: 179
  • Apr-2021
  • Formats*: PDF
  • Category: Information and Communications Technology
  • Delivery: 2 to 4 Hours
COVID-19

This report provides pre & post COVID-19 market estimates.

The education and learning analytics market is expected to reach $34.7 billion by 2027, at a CAGR of 29.8% during the forecast period of 2020 to 2027. The rising need for data-driven decisions to improve education quality and extensive government initiatives in digitalizing the education sector are factors attributing to the growth of the education and learning analytics market. Besides, the lack of skilled professionals to manage analytics solutions, reluctance in adopting learning analytics solutions due to data privacy and security concerns, and lack of awareness regarding data analysis benefits hinder the market growth. However, the advent of machine learning and artificial intelligence in data analytics for the education industry is expected to propel the market in the forecast period.  

Impact of COVID-19 on the Education & Learning Analytics market

The COVID-19 pandemic has adversely hit many economies around the globe. The market for technology in the education sector has not been affected to a greater extent due to which the education and learning analytics market is projected to recover at a faster rate post-COVID-19. Combat measures, including lockdowns and quarantines, have stopped learners from physically accessing educational institutions but has brought technology to them. Students have remote access to lectures and classes, which is expected to trigger online learning. The rise in remote learning and consistent student engagement on e-learning platforms is anticipated to generate huge data, which might open ways to adopt education and learning analytics solutions to derive meaningful information from the data.

Moreover, with the development of ICT in education, e-books, animations, graphics, models, online video-based micro-courses quizzes, games, and e-notes are making learning more accessible, engaging, and contextualized. This is encouraging students to adopt e-learning tools for learning. Further, numerous countries struggling to mitigate the impact of school closures are supported by the UNESCO to facilitate the continuity of education through remote learning. Thus, extensive government initiatives and massive adoption of e-learning are poised to facilitate the use of learning analytics post-COVID-19 pandemic.

Education And Learning Analytics Market

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Rising need for data-driven decisions to improve education quality fuels the growth of the education and learning analytics market

The growing adoption of e-learning tools and advancements in technology associated with data analytics generate huge data, which is transforming the education system to make data-driven decisions. Thus, institutions are now acknowledging the power of data analysis and are demanding for learning analytics solutions to improvise their education quality.

Besides, the rising number of learners and growing competition is enforcing institutions to manage learners and non-learning operations associated with them vigorously. As learning analytics effectively manages the operations, finance and curriculum of the students, institutions tend to incorporate this software for increasing the overall productivity. Thus, the rising need for data-driven decisions to improve education quality is driving the growth of the education and learning analytics market.

Key Findings in the education and learning analytics market study:

In 2020, the software segment to dominate the education and learning analytics market

Based on component, the software segment is poised to command the largest share of the education and learning analytics market in 2020. The software component is consistently engaged with experimentation and innovation, enabling it to incorporate new technologies that effectively solve user problems. This factor is majorly driving the growth of this segment and also expected to grow with the highest growth rate in the forecast period.  

Cloud-based segment to witness the largest demand through 2027

Based on deployment type, the education and learning analytics market is segmented into on-premise and cloud-based. The cloud-based segment is projected to command the largest share of the education and learning analytics market in 2020. This is primarily attributed to the easy accessibility, less maintenance, affordable pricing, and reliable security provided by cloud-based solutions. Thus, the rising adoption of cloud-based software based on these benefits is projected to witness a high growth rate in the forecast period.

In 2020, the performance management segment to command the largest share of the market

Based on application, the performance management segment is projected to command the largest share of the education and learning analytics market in 2020. The growing need for institutions to align their operational efficiency requirements with employee performance is driving the adoption of learning analytics for performance management. Also, the provision of real-time insights regarding student performance attracts educators in adopting the learning analytics solutions to increase productivity.

In 2020, academic institutes to command the largest share of the market

The academic institutes segment is poised to command the largest share of the education and learning analytics market based on end user. This can be attributed to the increasing spending capacity of institutions on newer technologies and the growing need to improvise existing operational systems. The segment is also anticipated to grow with the fastest CAGR, as K-12 schools have started inculcating learning analytics solutions into their teaching regimes.

Asia-Pacific: The fastest growing regional market

North America is projected to command the largest share of the education and learning analytics market in 2020, followed by Europe, Asia Pacific, Latin America, and the Middle East and Africa. However, Asia-Pacific is expected to witness rapid growth during the forecast period. The rapid growth of this region 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, which are anticipated to trigger the adoption of learning analytics to facilitate data-driven education. Besides, supporting government initiatives across the region and growing investments by education and learning analytics providers are projected to drive the market in the forecast period.

Key Players

The report includes the competitive landscape based on an extensive assessment of the key strategic developments adopted by the leading market participants in the education and learning analytics industry over the last four years. 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.

Scope of the report

Education and Learning Analytics Market, by Component                               

  • Software
  • Services
    • Managed Services
    • Professional Services
      • Technical Support and Maintenance
      • Consulting

Education and Learning Analytics Market, by Deployment Type

  • On-premise
  • Cloud-based

Education and Learning Analytics Market, by Application                   

  • People Acquisition
  • Curriculum development
  • Operations management
  • Finance management
  • Performance management
  • Others

Education and Learning Analytics Market, by User-Group       

  • Academics
    • K-12
    • Higher Education Institutions
  • Corporates
    • Large Enterprises
    • Small and Medium Sized Enterprises            

Education and Learning Analytics Market, by Region

  • 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

Key questions answered in the report:

What are the key factors driving the growth of the education and learning analytics market? What are the opportunities for existing players and new entrants in the market?

The rising need for data-driven decisions to improve education quality and extensive government initiatives in digitalizing the education sector are factors attributing to the growth of the education and learning analytics market.

What is the value of revenue generated from the sale of education and learning analytics across the globe? At what rate their demand expected to grow for the next 5-7 years?

The education and learning analytics market is expected to reach $34.7 billion by 2027, at a CAGR of 29.8% during the forecast period of 2020 to 2027.

Which component segment showcases high growth opportunities for the education and learning analytics market players?

Based on component, the software segment is projected to command the largest share of the education and learning analytics market in 2020. The software component is consistently engaged with experimentation and innovation, enabling it to incorporate new technologies that solve user problems effectively.

Who are the major players operating in the education and learning analytics market?

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.

Which are the high-growth countries/regions in the market?

North America is projected to command the largest share of the education and learning analytics market in 2020, followed by Europe, Asia-Pacific, Latin America, and the Middle East and Africa. However, Asia-Pacific is expected to witness rapid growth during the forecast period. The rapid growth of this region 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, which are anticipated to trigger the adoption of learning analytics to facilitate data-driven education.

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) 

 
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Related Research

The education and learning analytics market is expected to reach $34.7 billion by 2027, at a CAGR of 29.8% during the forecast period of 2020 to 2027. The rising need for data-driven decisions to improve education quality and extensive government initiatives in digitalizing the education sector are factors attributing to the growth of the education and learning analytics market. Besides, the lack of skilled professionals to manage analytics solutions, reluctance in adopting learning analytics solutions due to data privacy and security concerns, and lack of awareness regarding data analysis benefits hinder the market growth. However, the advent of machine learning and artificial intelligence in data analytics for the education industry is expected to propel the market in the forecast period.  

Impact of COVID-19 on the Education & Learning Analytics market

The COVID-19 pandemic has adversely hit many economies around the globe. The market for technology in the education sector has not been affected to a greater extent due to which the education and learning analytics market is projected to recover at a faster rate post-COVID-19. Combat measures, including lockdowns and quarantines, have stopped learners from physically accessing educational institutions but has brought technology to them. Students have remote access to lectures and classes, which is expected to trigger online learning. The rise in remote learning and consistent student engagement on e-learning platforms is anticipated to generate huge data, which might open ways to adopt education and learning analytics solutions to derive meaningful information from the data.

Moreover, with the development of ICT in education, e-books, animations, graphics, models, online video-based micro-courses quizzes, games, and e-notes are making learning more accessible, engaging, and contextualized. This is encouraging students to adopt e-learning tools for learning. Further, numerous countries struggling to mitigate the impact of school closures are supported by the UNESCO to facilitate the continuity of education through remote learning. Thus, extensive government initiatives and massive adoption of e-learning are poised to facilitate the use of learning analytics post-COVID-19 pandemic.

Education And Learning Analytics Market

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Rising need for data-driven decisions to improve education quality fuels the growth of the education and learning analytics market

The growing adoption of e-learning tools and advancements in technology associated with data analytics generate huge data, which is transforming the education system to make data-driven decisions. Thus, institutions are now acknowledging the power of data analysis and are demanding for learning analytics solutions to improvise their education quality.

Besides, the rising number of learners and growing competition is enforcing institutions to manage learners and non-learning operations associated with them vigorously. As learning analytics effectively manages the operations, finance and curriculum of the students, institutions tend to incorporate this software for increasing the overall productivity. Thus, the rising need for data-driven decisions to improve education quality is driving the growth of the education and learning analytics market.

Key Findings in the education and learning analytics market study:

In 2020, the software segment to dominate the education and learning analytics market

Based on component, the software segment is poised to command the largest share of the education and learning analytics market in 2020. The software component is consistently engaged with experimentation and innovation, enabling it to incorporate new technologies that effectively solve user problems. This factor is majorly driving the growth of this segment and also expected to grow with the highest growth rate in the forecast period.  

Cloud-based segment to witness the largest demand through 2027

Based on deployment type, the education and learning analytics market is segmented into on-premise and cloud-based. The cloud-based segment is projected to command the largest share of the education and learning analytics market in 2020. This is primarily attributed to the easy accessibility, less maintenance, affordable pricing, and reliable security provided by cloud-based solutions. Thus, the rising adoption of cloud-based software based on these benefits is projected to witness a high growth rate in the forecast period.

In 2020, the performance management segment to command the largest share of the market

Based on application, the performance management segment is projected to command the largest share of the education and learning analytics market in 2020. The growing need for institutions to align their operational efficiency requirements with employee performance is driving the adoption of learning analytics for performance management. Also, the provision of real-time insights regarding student performance attracts educators in adopting the learning analytics solutions to increase productivity.

In 2020, academic institutes to command the largest share of the market

The academic institutes segment is poised to command the largest share of the education and learning analytics market based on end user. This can be attributed to the increasing spending capacity of institutions on newer technologies and the growing need to improvise existing operational systems. The segment is also anticipated to grow with the fastest CAGR, as K-12 schools have started inculcating learning analytics solutions into their teaching regimes.

Asia-Pacific: The fastest growing regional market

North America is projected to command the largest share of the education and learning analytics market in 2020, followed by Europe, Asia Pacific, Latin America, and the Middle East and Africa. However, Asia-Pacific is expected to witness rapid growth during the forecast period. The rapid growth of this region 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, which are anticipated to trigger the adoption of learning analytics to facilitate data-driven education. Besides, supporting government initiatives across the region and growing investments by education and learning analytics providers are projected to drive the market in the forecast period.

Key Players

The report includes the competitive landscape based on an extensive assessment of the key strategic developments adopted by the leading market participants in the education and learning analytics industry over the last four years. 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.

Scope of the report

Education and Learning Analytics Market, by Component                               

  • Software
  • Services
    • Managed Services
    • Professional Services
      • Technical Support and Maintenance
      • Consulting

Education and Learning Analytics Market, by Deployment Type

  • On-premise
  • Cloud-based

Education and Learning Analytics Market, by Application                   

  • People Acquisition
  • Curriculum development
  • Operations management
  • Finance management
  • Performance management
  • Others

Education and Learning Analytics Market, by User-Group       

  • Academics
    • K-12
    • Higher Education Institutions
  • Corporates
    • Large Enterprises
    • Small and Medium Sized Enterprises            

Education and Learning Analytics Market, by Region

  • 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

Key questions answered in the report:

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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) 

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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) 

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