Global Education and Learning Analytics Market was valued US$2.5 Bn in 2017 and is expected to reach US$9.8 Bn by 2026, at a CAGR of 18.62% during a forecast period Global Education and Learning Analytics Market is segmented into by application, component, end user, analytic type, deployment models and region. Application are divided into People acquisition and retention, Curriculum development and intervention, Performance management, Budget and finance management, Operations management, others. Component are splits into software and service. End users are classified as Academic and Enterprise. Analytic type are splits into Predictive analytics, Prescriptive analytics, and Descriptive analytics. Deployment model are classified as On-premises and Cloud. Geography wise divided into North America, Europe, Asia Pacific, Middle East & Africa and Latin America.
Driving factors are education and learning analytics market are teachers are rapidly using online instructional technologies like interactive videos, simulations, artificial intelligence, and computer-based learning. Considering the online evaluation system, the formative assessments are becoming an inherent part of the online education system. However the hinder of education and learning analytics market is internet connectivity for online system. The important for data-driven decisions to improve education quality is increasing with the growing volume of student's data generated from different systems, such as Virtual Learning Environment (VLE), Learning Management System (LMS), student information system, or a variety of library systems.
Based on the component, software segment outperforms the services segment and would see the maturation in the future owing to the higher adoption. So, professional services, such as consulting, and support and maintenance services, are expected to gain traction in the next 5 years.
On the basis of analytics type, Predictive analytics supplying insights on near future events based on exploration of past events. Predictive analytics emerged as a promising field, providing insights to students and teachers for adopting enhanced practices to improve good performance. However, predictive analytics helps students know whether the student is working in right direction to achieve the learning goals. Similarly, this type of analytics helps teachers identify students who are at-risk and need intervention to improve performance.
In terms of geography, North America is estimated to account for the largest market size during the forecast period. North America is expected to hold the largest market share and dominate the market from 2018 to 2026, owing to the presence of a large number of solution vendors in the US.
Key players operating on the market are, IBM, TIBCO, Microsoft, Oracle, SAP, SAS Institute, Tableau Software, MicroStrategy, Alteryx, Qlik, SABA software, Blackboard, Schoology, iSpring, G-Cube, Latitude CG, Mindflash, SkyPrep, Information Builders, Watershed Systems, Yellowfin, Enlit, LLC.
The scope of Global Education and Learning Analytics Market:
Global Education and Learning Analytics Market, by Application
People acquisition and retention
Curriculum development and intervention
Performance management
Budget and finance management
Operations management
Others.
Global Education and Learning Analytics Market, by Components
Software
Services
Global Education and Learning Analytics Market, by End-User
Academic
Enterprise
Global Education and Learning Analytics Market, by Analytics types
Predictive analytics
Prescriptive analytics
Descriptive analytics
Global Education and Learning Analytics Market by Deployment Models
On-premises
Cloud-Based
Global Education and Learning Analytics Market, by Region
North America
Europe
Middle East & Africa
Asia Pacific
Latin America
Key players operated in Global Education and Learning Analytics Market
IBM
TIBCO
Microsoft
Oracle
SAP
SAS Institute
Tableau Software
MicroStrategy
Alteryx
Qlik
SABA software
Blackboard
Schoology
iSpring
G-Cube
Latitude CG
Mindflash
SkyPrep
Information Builders
Watershed Systems
Yellowfin
Enlit
LLC
Others.
Global Education and Learning Analytics Market
1. Preface
1.1. Report Scope and Market Segmentation
1.2. Research Highlights
1.3. Research Objectives
1.4. Key Questions Answered
2. Assumptions and Research Methodology
2.1. Report Assumptions
2.2. Abbreviations Used
2.3. Research Methodology
3. Executive Summary
3.1. Global Education and Learning Analytics Market Size, by Market Value (US$ Mn) and Market, by Region
4. Market Overview
4.1. Introduction
4.2. Market Indicator
4.3. Drivers and Restraints Snapshot Analysis
4.3.1. Drivers
4.3.2. Restraints
4.3.3. Opportunities
4.3.4. Porter’s Analysis
4.3.5. Value Chain Analysis
4.3.6. SWOT Analysis
5. Global Education and Learning Analytics Market Analysis and Forecast
5.1. Global Education and Learning Analytics Market Analysis and Forecast
5.2. Global Education and Learning Analytics Market Size & Y-o-Y Growth Analysis
5.2.1. North America
5.2.2. Europe
5.2.3. Asia Pacific
5.2.4. Middle East & Africa
5.2.5. Latin America
6. Global Education and Learning Analytics Market Analysis and Forecast, by Application
6.1. Introduction and Definition
6.2. Key Findings
6.3. Global Education and Learning Analytics Market Value Share Analysis, by Application
6.4. Market Size (US$ Mn) Forecast, by Application
6.5. Global Education and Learning Analytics Market Analysis, by Application
6.6. Global Education and Learning Analytics Market Attractiveness Analysis, by Application
7. Global Education and Learning Analytics Market Analysis and Forecast, by Components
7.1. Introduction and Definition
7.2. Global Education and Learning Analytics Market Value Share Analysis, by Components
7.3. Market Size (US$ Mn) Forecast, by Components
7.4. Global Education and Learning Analytics Market Analysis, by Components
7.5. Global Education and Learning Analytics Market Attractiveness Analysis, by Components
8. Global Education and Learning Analytics Market Analysis and Forecast, by End-Users
8.1. Introduction and Definition
8.2. Global Education and Learning Analytics Market Value Share Analysis, by End-Users
8.3. Market Size (US$ Mn) Forecast, by End-Users
8.4. Global Education and Learning Analytics Market Analysis, by End-Users
8.5. Global Education and Learning Analytics Market Attractiveness Analysis, by End-Users
9. Global Education and Learning Analytics Market Analysis and Forecast, by Analytics types
9.1. Introduction and Definition
9.2. Global Education and Learning Analytics Market Value Share Analysis, by Analytics types
9.3. Market Size (US$ Mn) Forecast, by Analytics types
9.4. Global Education and Learning Analytics Market Analysis, by Analytics types
9.5. Global Education and Learning Analytics Market Attractiveness Analysis, by Analytics types
10. Global Education and Learning Analytics Market Analysis and Forecast, by Deployment Models
10.1. Introduction and Definition
10.2. Global Education and Learning Analytics Market Value Share Analysis, by Deployment Models
10.3. Market Size (US$ Mn) Forecast, by Deployment Models
10.4. Global Education and Learning Analytics Market Analysis, by Deployment Models
10.5. Global Education and Learning Analytics Market Attractiveness Analysis, by Deployment Models
11. Global Education and Learning Analytics Market Analysis, by Region
11.1. Global Education and Learning Analytics Market Value Share Analysis, by Region
11.2. Market Size (US$ Mn) Forecast, by Region
11.3. Global Education and Learning Analytics Market Attractiveness Analysis, by Region
12. North America Education and Learning Analytics Market Analysis
12.1. Key Findings
12.2. North America Education and Learning Analytics Market Overview
12.3. North America Education and Learning Analytics Market Value Share Analysis, by Application
12.4. North America Education and Learning Analytics Market Forecast, by Application
12.4.1. People acquisition and retention
12.4.2. Curriculum development and intervention
12.4.3. Performance management
12.4.4. Budget and finance management
12.4.5. Operations management
12.4.6. Others
12.5. North America Education and Learning Analytics Market Value Share Analysis, by Components
12.6. North America Education and Learning Analytics Market Forecast, by Components
12.6.1. Software
12.6.2. Services
12.7. North America Education and Learning Analytics Market Value Share Analysis, by End-Users
12.8. North America Education and Learning Analytics Market Forecast, by End-Users
12.8.1. Academic
12.8.2. Enterprise
12.9. North America Education and Learning Analytics Market Value Share Analysis, by Analytics types
12.10. North America Education and Learning Analytics Market Forecast, by Analytics types
12.10.1. Predictive analytics
12.10.2. Prescriptive analytics
12.10.3. Descriptive analytics
12.11. North America Education and Learning Analytics Market Value Share Analysis, by Deployment Models
12.12. North America Education and Learning Analytics Market Forecast, by Deployment Models
12.12.1. On-premises
12.12.2. Cloud-Based
12.13. North America Education and Learning Analytics Market Value Share Analysis, by Country
12.14. North America Education and Learning Analytics Market Forecast, by Country
12.14.1. U.S.
12.14.2. Canada
12.15. North America Education and Learning Analytics Market Analysis, by Country
12.16. U.S. Education and Learning Analytics Market Forecast, by Application
12.16.1. People acquisition and retention
12.16.2. Curriculum development and intervention
12.16.3. Performance management
12.16.4. Budget and finance management
12.16.5. Operations management
12.16.6. Others
12.17. U.S. Education and Learning Analytics Market Forecast, by Components
12.17.1. Software
12.17.2. Services
12.18. U.S. Education and Learning Analytics Market Forecast, by End-Users
12.18.1. Academic
12.18.2. Enterprise
12.19. U.S. Education and Learning Analytics Market Forecast, by Analytics types
12.19.1. Predictive analytics
12.19.2. Prescriptive analytics
12.19.3. Descriptive analytics
12.20. U.S. Education and Learning Analytics Market Forecast, by Deployment Models
12.20.1. On-premises
12.20.2. Cloud-Based
12.21. Canada Education and Learning Analytics Market Forecast, by Application
12.21.1. People acquisition and retention
12.21.2. Curriculum development and intervention
12.21.3. Performance management
12.21.4. Budget and finance management
12.21.5. Operations management
12.21.6. Others
12.22. Canada Education and Learning Analytics Market Forecast, by Components
12.22.1. Software
12.22.2. Services
12.23. Canada Education and Learning Analytics Market Forecast, by End-Users
12.23.1. Academic
12.23.2. Enterprise
12.24. Canada Education and Learning Analytics Market Forecast, by Analytics types
12.24.1. Predictive analytics
12.24.2. Prescriptive analytics
12.24.3. Descriptive analytics
12.25. Canada Education and Learning Analytics Market Forecast, by Deployment Models
12.25.1. On-premises
12.25.2. Cloud-Based
12.26. North America Education and Learning Analytics Market Attractiveness Analysis
12.26.1. By Application
12.26.2. By Components
12.26.3. By End-Users
12.26.4. By Analytics types
12.26.5. By Deployment Models
12.27. PEST Analysis
13. Europe Education and Learning Analytics Market Analysis
13.1. Key Findings
13.2. Europe Education and Learning Analytics Market Overview
13.3. Europe Education and Learning Analytics Market Value Share Analysis, by Application
13.4. Europe Education and Learning Analytics Market Forecast, by Application
13.4.1. People acquisition and retention
13.4.2. Curriculum development and intervention
13.4.3. Performance management
13.4.4. Budget and finance management
13.4.5. Operations management
13.4.6. Others
13.5. Europe Education and Learning Analytics Market Value Share Analysis, by Components
13.6. Europe Education and Learning Analytics Market Forecast, by Components
13.6.1. Software
13.6.2. Services
13.7. Europe Education and Learning Analytics Market Value Share Analysis, by End-Users
13.8. Europe Education and Learning Analytics Market Forecast, by End-Users
13.8.1. Academic
13.8.2. Enterprise
13.9. Europe Education and Learning Analytics Market Value Share Analysis, by Analytics types
13.10. Europe Education and Learning Analytics Market Forecast, by Analytics types
13.10.1. Predictive analytics
13.10.2. Prescriptive analytics
13.10.3. Descriptive analytics
13.11. Europe Education and Learning Analytics Market Value Share Analysis, by Deployment Models
13.12. Europe Education and Learning Analytics Market Forecast, by Deployment Models
13.12.1. On-premises
13.12.2. Cloud-Based
13.13. Europe Education and Learning Analytics Market Value Share Analysis, by Country
13.14. Europe Education and Learning Analytics Market Forecast, by Country
13.14.1.1. Germany
13.14.1.2. U.K.
13.14.1.3. France
13.14.1.4. Italy
13.14.1.5. Spain
13.14.1.6. Rest of Europe
13.15. Europe Education and Learning Analytics Market Analysis, by Country/ Sub-region
13.16. Germany Education and Learning Analytics Market Forecast, by Application
13.16.1. People acquisition and retention
13.16.2. Curriculum development and intervention
13.16.3. Performance management
13.16.4. Budget and finance management
13.16.5. Operations management
13.16.6. Others
13.17. Germany Education and Learning Analytics Market Forecast, by Components
13.17.1. Software
13.17.2. Services
13.18. Germany Education and Learning Analytics Market Forecast, by End-Users
13.18.1. Academic
13.18.2. Enterprise
13.19. Germany Education and Learning Analytics Market Forecast, by Analytics types
13.19.1. Predictive analytics
13.19.2. Prescriptive analytics
13.19.3. Descriptive analytics
13.20. Germany Education and Learning Analytics Market Forecast, by Deployment Models
13.20.1. On-premises
13.20.2. Cloud-Based
13.21. U.K. Education and Learning Analytics Market Forecast, by Application
13.21.1. People acquisition and retention
13.21.2. Curriculum development and intervention
13.21.3. Performance management
13.21.4. Budget and finance management
13.21.5. Operations management
13.21.6. Others
13.22. U.K. Education and Learning Analytics Market Forecast, by Components
13.22.1. Software
13.22.2. Services
13.23. U.K. Education and Learning Analytics Market Forecast, by End-Users
13.23.1. Academic
13.23.2. Enterprise
13.24. U.K. Education and Learning Analytics Market Forecast, by Analytics types
13.24.1. Predictive analytics
13.24.2. Prescriptive analytics
13.24.3. Descriptive analytics
13.25. U.K. Education and Learning Analytics Market Forecast, by Deployment Models
13.25.1. On-premises
13.25.2. Cloud-Based
13.26. France Education and Learning Analytics Market Forecast, by Application
13.26.1. People acquisition and retention
13.26.2. Curriculum development and intervention
13.26.3. Performance management
13.26.4. Budget and finance management
13.26.5. Operations management
13.26.6. Others
13.27. France Education and Learning Analytics Market Forecast, by Components
13.27.1. Software
13.27.2. Services
13.28. France Education and Learning Analytics Market Forecast, by End-Users
13.28.1. Academic
13.28.2. Enterprise
13.29. France Education and Learning Analytics Market Forecast, by Analytics types
13.29.1. Predictive analytics
13.29.2. Prescriptive analytics
13.29.3. Descriptive analytics
13.30. France Education and Learning Analytics Market Forecast, by Deployment Models
13.30.1. On-premises
13.30.2. Cloud-Based
13.31. Italy Education and Learning Analytics Market Forecast, by Application
13.31.1. People acquisition and retention
13.31.2. Curriculum development and intervention
13.31.3. Performance management
13.31.4. Budget and finance management
13.31.5. Operations management
13.31.6. Others
13.32. Italy Education and Learning Analytics Market Forecast, by Components
13.32.1. Software
13.32.2. Services
13.33. Italy Education and Learning Analytics Market Forecast, by End-Users
13.33.1. Academic
13.33.2. Enterprise
13.34. Italy Education and Learning Analytics Market Forecast, by Analytics types
13.34.1. Predictive analytics
13.34.2. Prescriptive analytics
13.34.3. Descriptive analytics
13.35. Italy Education and Learning Analytics Market Forecast, by Deployment Models
13.35.1. On-premises
13.35.2. Cloud-Based
13.36. Spain Education and Learning Analytics Market Forecast, by Application
13.36.1. People acquisition and retention
13.36.2. Curriculum development and intervention
13.36.3. Performance management
13.36.4. Budget and finance management
13.36.5. Operations management
13.36.6. Others
13.37. Spain Education and Learning Analytics Market Forecast, by Components
13.37.1. Software
13.37.2. Services
13.38. Spain Education and Learning Analytics Market Forecast, by End-Users
13.38.1. Academic
13.38.2. Enterprise
13.39. Spain Education and Learning Analytics Market Forecast, by Analytics types
13.39.1. Predictive analytics
13.39.2. Prescriptive analytics
13.39.3. Descriptive analytics
13.40. Spain Education and Learning Analytics Market Forecast, by Deployment Models
13.40.1. On-premises
13.40.2. Cloud-Based
13.41. Rest of Europe Education and Learning Analytics Market Forecast, by Application
13.41.1. People acquisition and retention
13.41.2. Curriculum development and intervention
13.41.3. Performance management
13.41.4. Budget and finance management
13.41.5. Operations management
13.41.6. Others
13.42. Rest of Europe Education and Learning Analytics Market Forecast, by Components
13.42.1. Software
13.42.2. Services
13.43. Rest of Europe Education and Learning Analytics Market Forecast, by End-Users
13.43.1. Academic
13.43.2. Enterprise
13.44. Rest Of Europe Education and Learning Analytics Market Forecast, by Analytics types
13.44.1. Predictive analytics
13.44.2. Prescriptive analytics
13.44.3. Descriptive analytics
13.45. Rest Of Europe Education and Learning Analytics Market Forecast, by Deployment Models
13.45.1. On-premises
13.45.2. Cloud-Based
13.46. Europe Education and Learning Analytics Market Attractiveness Analysis
13.46.1. By Application
13.46.2. By Components
13.46.3. By End-Users
13.46.4. By Analytics types
13.46.5. By Deployment Models
13.47. PEST Analysis
14. Asia Pacific Education and Learning Analytics Market Analysis
14.1. Key Findings
14.2. Asia Pacific Education and Learning Analytics Market Overview
14.3. Asia Pacific Education and Learning Analytics Market Value Share Analysis, by Application
14.4. Asia Pacific Education and Learning Analytics Market Forecast, by Application
14.4.1. People acquisition and retention
14.4.2. Curriculum development and intervention
14.4.3. Performance management
14.4.4. Budget and finance management
14.4.5. Operations management
14.4.6. Others
14.5. Asia Pacific Education and Learning Analytics Market Value Share Analysis, by Components
14.6. Asia Pacific Education and Learning Analytics Market Forecast, by Components
14.6.1. Software
14.6.2. Services
14.7. Asia Pacific Education and Learning Analytics Market Value Share Analysis, by End-Users
14.8. Asia Pacific Education and Learning Analytics Market Forecast, by End-Users
14.8.1. Academic
14.8.2. Enterprise
14.9. Asia Pacific Education and Learning Analytics Market Value Share Analysis, by Analytics types
14.10. Asia Pacific Education and Learning Analytics Market Forecast, by Analytics types
14.10.1. Predictive analytics
14.10.2. Prescriptive analytics
14.10.3. Descriptive analytics
14.11. Asia Pacific Education and Learning Analytics Market Value Share Analysis, by Deployment Models
14.12. Asia Pacific Education and Learning Analytics Market Forecast, by Deployment Models
14.12.1. On-premises
14.12.2. Cloud-Based
14.13. Asia Pacific Education and Learning Analytics Market Value Share Analysis, by Country
14.14. Asia Pacific Education and Learning Analytics Market Forecast, by Country
14.14.1. China
14.14.2. India
14.14.3. Japan
14.14.4. ASEAN
14.14.5. Rest of Asia Pacific
14.15. Asia Pacific Education and Learning Analytics Market Analysis, by Country/ Sub-region
14.16. China Education and Learning Analytics Market Forecast, by Application
14.16.1. People acquisition and retention
14.16.2. Curriculum development and intervention
14.16.3. Performance management
14.16.4. Budget and finance management
14.16.5. Operations management
14.16.6. Others
14.17. China Education and Learning Analytics Market Forecast, by Components
14.17.1. Software
14.17.2. Services
14.18. China Education and Learning Analytics Market Forecast, by End-Users
14.18.1. Academic
14.18.2. Enterprise
14.19. China Education and Learning Analytics Market Forecast, by Analytics types
14.19.1. Predictive analytics
14.19.2. Prescriptive analytics
14.19.3. Descriptive analytics
14.20. China Education and Learning Analytics Market Forecast, by Deployment Models
14.20.1. On-premises
14.20.2. Cloud-Based
14.21. India Education and Learning Analytics Market Forecast, by Application
14.21.1. People acquisition and retention
14.21.2. Curriculum development and intervention
14.21.3. Performance management
14.21.4. Budget and finance management
14.21.5. Operations management
14.21.6. Others
14.22. India Education and Learning Analytics Market Forecast, by Components
14.22.1. Software
14.22.2. Services
14.23. India Education and Learning Analytics Market Forecast, by End-Users
14.23.1. Academic
14.23.2. Enterprise
14.24. India Education and Learning Analytics Market Forecast, by Analytics types
14.24.1. Predictive analytics
14.24.2. Prescriptive analytics
14.24.3. Descriptive analytics
14.25. India Education and Learning Analytics Market Forecast, by Deployment Models
14.25.1. On-premises
14.25.2. Cloud-Based
14.26. Japan Education and Learning Analytics Market Forecast, by Application
14.26.1. People acquisition and retention
14.26.2. Curriculum development and intervention
14.26.3. Performance management
14.26.4. Budget and finance management
14.26.5. Operations management
14.26.6. Others
14.27. Japan Education and Learning Analytics Market Forecast, by Components
14.27.1. Software
14.27.2. Services
14.28. Japan Education and Learning Analytics Market Forecast, by End-Users
14.28.1. Academic
14.28.2. Enterprise
14.29. Japan Education and Learning Analytics Market Forecast, by Analytics types
14.29.1. Predictive analytics
14.29.2. Prescriptive analytics
14.29.3. Descriptive analytics
14.30. Japan Education and Learning Analytics Market Forecast, by Deployment Models
14.30.1. On-premises
14.30.2. Cloud-Based
14.31. ASEAN Education and Learning Analytics Market Forecast, by Application
14.31.1. People acquisition and retention
14.31.2. Curriculum development and intervention
14.31.3. Performance management
14.31.4. Budget and finance management
14.31.5. Operations management
14.31.6. Others
14.32. ASEAN Education and Learning Analytics Market Forecast, by Components
14.32.1. Software
14.32.2. Services
14.33. ASEAN Education and Learning Analytics Market Forecast, by End-Users
14.33.1. Academic
14.33.2. Enterprise
14.34. ASEAN Education and Learning Analytics Market Forecast, by Analytics types
14.34.1. Predictive analytics
14.34.2. Prescriptive analytics
14.34.3. Descriptive analytics
14.35. ASEAN Education and Learning Analytics Market Forecast, by Deployment Models
14.35.1. On-premises
14.35.2. Cloud-Based
14.36. Rest of Asia Pacific Education and Learning Analytics Market Forecast, by Application
14.36.1. People acquisition and retention
14.36.2. Curriculum development and intervention
14.36.3. Performance management
14.36.4. Budget and finance management
14.36.5. Operations management
14.36.6. Others
14.37. Rest of Asia Pacific Education and Learning Analytics Market Forecast, by Components
14.37.1. Software
14.37.2. Services
14.38. Rest of Asia Pacific Education and Learning Analytics Market Forecast, by End-Users
14.38.1. Academic
14.38.2. Enterprise
14.39. Rest of Asia Pacific Education and Learning Analytics Market Forecast, by Analytics types
14.39.1. Predictive analytics
14.39.2. Prescriptive analytics
14.39.3. Descriptive analytics
14.40. Rest of Asia Pacific Education and Learning Analytics Market Forecast, by Deployment Models
14.40.1. On-premises
14.40.2. Cloud-Based
14.41. Asia Pacific Education and Learning Analytics Market Attractiveness Analysis
14.41.1. By Application
14.41.2. By Components
14.41.3. By End-Users
14.41.4. By Analytics types
14.41.5. By Deployment Models
14.42. PEST Analysis
15. Middle East & Africa Education and Learning Analytics Market Analysis
15.1. Key Findings
15.2. Middle East & Africa Education and Learning Analytics Market Overview
15.3. Middle East & Africa Education and Learning Analytics Market Value Share Analysis, by Application
15.4. Middle East & Africa Education and Learning Analytics Market Forecast, by Application
15.4.1. People acquisition and retention
15.4.2. Curriculum development and intervention
15.4.3. Performance management
15.4.4. Budget and finance management
15.4.5. Operations management
15.4.6. Others
15.5. Middle East & Africa Education and Learning Analytics Market Value Share Analysis, by Components
15.6. Middle East & Africa Education and Learning Analytics Market Forecast, by Components
15.6.1. Software
15.6.2. Services
15.7. Middle East & Africa Education and Learning Analytics Market Value Share Analysis, by End-Users
15.8. Middle East & Africa Education and Learning Analytics Market Forecast, by End-Users
15.8.1. Academic
15.8.2. Enterprise
15.9. Middle East & Africa Education and Learning Analytics Market Value Share Analysis, by Analytics types
15.10. Middle East & Africa Education and Learning Analytics Market Forecast, by Analytics types
15.10.1. Predictive analytics
15.10.2. Prescriptive analytics
15.10.3. Descriptive analytics
15.11. Middle East & Africa Education and Learning Analytics Market Value Share Analysis, by Deployment Models
15.12. Middle East & Africa Education and Learning Analytics Market Forecast, by Deployment Models
15.12.1. On-premises
15.12.2. Cloud-Based
15.13. Middle East & Africa Education and Learning Analytics Market Value Share Analysis, by Country
15.14. Middle East & Africa Education and Learning Analytics Market Forecast, by Country
15.14.1. GCC
15.14.2. South Africa
15.14.3. Rest of Middle East & Africa
15.15. Middle East & Africa Education and Learning Analytics Market Analysis, by Country/ Sub-region
15.16. GCC Education and Learning Analytics Market Forecast, by Application
15.16.1. People acquisition and retention
15.16.2. Curriculum development and intervention
15.16.3. Performance management
15.16.4. Budget and finance management
15.16.5. Operations management
15.16.6. Others
15.17. GCC Education and Learning Analytics Market Forecast, by Components
15.17.1. Software
15.17.2. Services
15.18. GCC Education and Learning Analytics Market Forecast, by End-Users
15.18.1. Academic
15.18.2. Enterprise
15.19. GCC Education and Learning Analytics Market Forecast, by Analytics types
15.19.1. Predictive analytics
15.19.2. Prescriptive analytics
15.19.3. Descriptive analytics
15.20. GCC Education and Learning Analytics Market Forecast, by Deployment Models
15.20.1. On-premises
15.20.2. Cloud-Based
15.21. South Africa Education and Learning Analytics Market Forecast, by Application
15.21.1. People acquisition and retention
15.21.2. Curriculum development and intervention
15.21.3. Performance management
15.21.4. Budget and finance management
15.21.5. Operations management
15.21.6. Others
15.22. South Africa Education and Learning Analytics Market Forecast, by Components
15.22.1. Software
15.22.2. Services
15.23. South Africa Education and Learning Analytics Market Forecast, by End-Users
15.23.1. Academic
15.23.2. Enterprise
15.24. South Africa Education and Learning Analytics Market Forecast, by Analytics types
15.24.1. Predictive analytics
15.24.2. Prescriptive analytics
15.24.3. Descriptive analytics
15.25. South Africa Education and Learning Analytics Market Forecast, by Deployment Models
15.25.1. On-premises
15.25.2. Cloud-Based
15.26. Rest of Middle East & Africa Education and Learning Analytics Market Forecast, by Application
15.26.1. People acquisition and retention
15.26.2. Curriculum development and intervention
15.26.3. Performance management
15.26.4. Budget and finance management
15.26.5. Operations management
15.26.6. Others
15.27. Rest of Middle East & Africa Education and Learning Analytics Market Forecast, by Components
15.27.1. Software
15.27.2. Services
15.28. Rest of Middle East & Africa Education and Learning Analytics Market Forecast, by End-Users
15.28.1. Academic
15.28.2. Enterprise
15.29. Rest of Middle East & Africa Education and Learning Analytics Market Forecast, by Analytics types
15.29.1. Predictive analytics
15.29.2. Prescriptive analytics
15.29.3. Descriptive analytics
15.30. Rest of Middle East & Africa Education and Learning Analytics Market Forecast, by Deployment Models
15.30.1. On-premises
15.30.2. Cloud-Based
15.31. Middle East & Africa Education and Learning Analytics Market Attractiveness Analysis
15.31.1. By Application
15.31.2. By Components
15.31.3. By End-Users
15.31.4. By Analytics types
15.31.5. By Deployment Models
15.32. PEST Analysis
16. Latin America Education and Learning Analytics Market Analysis
16.1. Key Findings
16.2. Latin America Education and Learning Analytics Market Overview
16.3. Latin America Education and Learning Analytics Market Value Share Analysis, by Application
16.4. Latin America Education and Learning Analytics Market Forecast, by Application
16.4.1. People acquisition and retention
16.4.2. Curriculum development and intervention
16.4.3. Performance management
16.4.4. Budget and finance management
16.4.5. Operations management
16.4.6. Others
16.5. Latin America Education and Learning Analytics Market Value Share Analysis, by Components
16.6. Latin America Education and Learning Analytics Market Forecast, by Components
16.6.1. Software
16.6.2. Services
16.7. Latin America Education and Learning Analytics Market Value Share Analysis, by End-Users
16.8. Latin America Education and Learning Analytics Market Forecast, by End-Users
16.8.1. Academic
16.8.2. Enterprise
16.9. Latin America Education and Learning Analytics Market Value Share Analysis, by Analytics types
16.10. Latin America Education and Learning Analytics Market Forecast, by Analytics types
16.10.1. Predictive analytics
16.10.2. Prescriptive analytics
16.10.3. Descriptive analytics
16.11. Latin America Education and Learning Analytics Market Value Share Analysis, by Deployment Models
16.12. Latin America Education and Learning Analytics Market Forecast, by Deployment Models
16.12.1. On-premises
16.12.2. Cloud-Based
16.13. Latin America Education and Learning Analytics Market Value Share Analysis, by Country
16.14. Latin America Education and Learning Analytics Market Forecast, by Country
16.14.1. Brazil
16.14.2. Mexico
16.14.3. Rest of Latin America
16.15. Latin America Education and Learning Analytics Market Analysis, by Country/ Sub-region
16.16. Brazil Education and Learning Analytics Market Forecast, by Application
16.16.1. People acquisition and retention
16.16.2. Curriculum development and intervention
16.16.3. Performance management
16.16.4. Budget and finance management
16.16.5. Operations management
16.16.6. Others
16.17. Brazil Education and Learning Analytics Market Forecast, by Components
16.17.1. Software
16.17.2. Services
16.18. Brazil Education and Learning Analytics Market Forecast, by End-Users
16.18.1. Academic
16.18.2. Enterprise
16.19. Brazil Education and Learning Analytics Market Forecast, by Analytics types
16.19.1. Predictive analytics
16.19.2. Prescriptive analytics
16.19.3. Descriptive analytics
16.20. Brazil Education and Learning Analytics Market Forecast, by Deployment Models
16.20.1. On-premises
16.20.2. Cloud-Based
16.21. Mexico Education and Learning Analytics Market Forecast, by Application
16.21.1. People acquisition and retention
16.21.2. Curriculum development and intervention
16.21.3. Performance management
16.21.4. Budget and finance management
16.21.5. Operations management
16.21.6. Others
16.22. Mexico Education and Learning Analytics Market Forecast, by Components
16.22.1. Software
16.22.2. Services
16.23. Mexico Education and Learning Analytics Market Forecast, by End-Users
16.23.1. Academic
16.23.2. Enterprise
16.24. Mexico Education and Learning Analytics Market Forecast, by Analytics types
16.24.1. Predictive analytics
16.24.2. Prescriptive analytics
16.24.3. Descriptive analytics
16.25. Mexico Education and Learning Analytics Market Forecast, by Deployment Models
16.25.1. On-premises
16.25.2. Cloud-Based
16.26. Rest of Latin America Education and Learning Analytics Market Forecast, by Application
16.26.1. People acquisition and retention
16.26.2. Curriculum development and intervention
16.26.3. Performance management
16.26.4. Budget and finance management
16.26.5. Operations management
16.26.6. Others
16.27. Rest of Latin America Education and Learning Analytics Market Forecast, by Components
16.27.1. Software
16.27.2. Services
16.28. Rest of Latin America Education and Learning Analytics Market Forecast, by End-Users
16.28.1. Academic
16.28.2. Enterprise
16.29. Rest of Latin America Education and Learning Analytics Market Forecast, by Analytics types
16.29.1. Predictive analytics
16.29.2. Prescriptive analytics
16.29.3. Descriptive analytics
16.30. Rest of Latin America Education and Learning Analytics Market Forecast, by Deployment Models
16.30.1. On-premises
16.30.2. Cloud-Based
16.31. Latin America Education and Learning Analytics Market Attractiveness Analysis
16.31.1. By Application
16.31.2. By Components
16.31.3. By End-Users
16.31.4. By Analytics types
16.31.5. By Deployment Models
16.32. PEST Analysis
17. Company Profiles
17.1. Market Share Analysis, by Company
17.2. Competition Matrix
17.3. Company Profiles: Key Players
17.3.1. IBM
17.3.1.1. Company Overview
17.3.1.2. Financial Overview
17.3.1.3. Business Strategy
17.3.1.4. Recent Developments
17.3.1.5. Manufacturing Footprint
17.3.2. TIBCO
17.3.3. Microsoft
17.3.4. Oracle
17.3.5. SAP
17.3.6. SAS Institute
17.3.7. Tableau Software
17.3.8. MicroStrategy
17.3.9. Alteryx
17.3.10. Qlik
17.3.11. SABA software
17.3.12. Blackboard
17.3.13. Schoology
17.3.14. iSpring
17.3.15. G-Cube
17.3.16. Latitude CG
17.3.17. Mindflash
17.3.18. SkyPrep
17.3.19. Information Builders
17.3.20. Watershed Systems
17.3.21. Yellowfin
17.3.22. Enlit
17.3.23. LLC
17.3.24. Others
18. Primary Key Insights
Get your queries resolved from an industry expert.
Design an exclusive study to serve your research needs.
Best quality reports based on various authentic and accurate data findings.
Your personal and confidential information is safe and secure.
Trends Market Research © Copyright 2020. All Rights Reserved.