1. Preface
1.1. Report Description
1.1.1. Purpose of the Report
1.1.2. Target Audience
1.1.3. USP and Key Offerings
1.2. Research Scope
1.3. Research Methodology
1.3.1. Phase I – Secondary Research
1.3.2. Phase II – Primary Research
1.3.3. Phase III – Expert Panel Review
1.3.4. Approach Adopted
1.3.4.1. Top-Down Approach
1.3.4.2. Bottom-Up Approach
1.3.5. Assumptions
1.4. Market Segmentation
2. Executive Summary
2.1. Market Snapshot: Global Education & Learning Analytics (ELA) Market
2.2. Global ELA Market, by Tools, 2018 (US$ Mn)
2.3. Global ELA Market, by Component, 2018 (US$ Mn)
2.4. Global ELA Market, by Deployment, 2018 (US$ Mn)
2.5. Global ELA Market, by End-user, 2018 (US$ Mn)
2.6. Global ELA Market, by Application, 2018 (US$ Mn)
2.7. Global ELA Market, by Geography, 2018 (US$ Mn)
3. Market Dynamics
3.1. Introduction
3.1.1. Global ELA Market Value, 2017 – 2027, (US$ Mn)
3.2. Market Dynamics
3.2.1. Market Drivers
3.2.2. Market Restraints
3.3. Attractive Investment Proposition, by Geography, 2018
3.4. Market Positioning of Key Players, 2018
3.4.1. Major Strategies Adopted by Key Players
4. Global Education & Learning Analytics (ELA) Market, by Tools , 2017 – 2027 (US$ Mn)
4.1. Overview
4.2. Descriptive Analytics
4.3. Predictive Analytics
4.4. Prescriptive Analytics
4.5. Others (Content Analytics, Adaptive Learning Analytics, etc.)
5. Global Education & Learning Analytics (ELA) Market, by Component , 2017 – 2027 (US$ Mn)
5.1. Overview
5.2. Software
5.3. Services
6. Global Education & Learning Analytics (ELA) Market, by Deployment , 2017 – 2027 (US$ Mn)
6.1. Overview
6.2. On-premise
6.3. Cloud-based
7. Global Education & Learning Analytics (ELA) Market, by End-user , 2017 – 2027 (US$ Mn)
7.1. Overview
7.2. Enterprises
7.3. Academics
8. Global Education & Learning Analytics (ELA) Market, by Application, 2017 – 2027 (US$ Mn)
8.1. Overview
8.2. Finance Management
8.3. Operations Management
8.4. Performance Management
8.5. Curriculum Development
8.6. People Acquisition and Retention
9. North America Education & Learning Analytics (ELA) Market Analysis, 2017 – 2027 (US$ Mn)
9.1. Overview
9.1.1. North America ELA Market Value and Growth, 2017 – 2027, (US$ Mn)
9.2. North America ELA Market Value, By Tools, 2017 – 2027 (US$ Mn)
9.2.1. Market Analysis
9.3. North America ELA Market Value, By Component, 2017 – 2027 (US$ Mn)
9.3.1. Market Analysis
9.4. North America ELA Market Value, By Deployment, 2017 – 2027 (US$ Mn)
9.4.1. Market Analysis
9.5. North America ELA Market Value, By End-user, 2017 – 2027 (US$ Mn)
9.5.1. Market Analysis
9.6. North America ELA Market Value, By Application, 2017 – 2027 (US$ Mn)
9.6.1. Market Analysis
9.7. North America ELA Market Value, By Region/Country, 2017 – 2027 (US$ Mn)
9.7.1. Market Analysis
9.7.2. U.S.
9.7.3. Rest of North America
10. Europe Education & Learning Analytics (ELA) Market Analysis, 2017 – 2027 (US$ Mn)
10.1. Overview
10.1.1. Europe ELA Market Value and Growth, 2017 – 2027, (US$ Mn)
10.2. Europe ELA Market Value, By Tools, 2017 – 2027 (US$ Mn)
10.2.1. Market Analysis
10.3. Europe ELA Market Value, By Component, 2017 – 2027 (US$ Mn)
10.3.1. Market Analysis
10.4. Europe ELA Market Value, By Deployment, 2017 – 2027 (US$ Mn)
10.4.1. Market Analysis
10.5. Europe ELA Market Value, By End-user, 2017 – 2027 (US$ Mn)
10.5.1. Market Analysis
10.6. Europe ELA Market Value, By Application, 2017 – 2027 (US$ Mn)
10.6.1. Market Analysis
10.7. Europe ELA Market Value, By Region/Country, 2017 – 2027 (US$ Mn)
10.7.1. Market Analysis
10.7.2. U.K.
10.7.3. Germany
10.7.4. France
10.7.5. Rest of Europe
11. Asia Pacific Education & Learning Analytics (ELA) Market Analysis, 2017 – 2027 (US$ Mn)
11.1. Overview
11.1.1. Asia Pacific ELA Market Value and Growth, 2017 – 2027, (US$ Mn)
11.2. Asia Pacific ELA Market Value, By Tools, 2017 – 2027 (US$ Mn)
11.2.1. Market Analysis
11.3. Asia Pacific ELA Market Value, By Component, 2017 – 2027 (US$ Mn)
11.3.1. Market Analysis
11.4. Asia Pacific ELA Market Value, By Deployment, 2017 – 2027 (US$ Mn)
11.4.1. Market Analysis
11.5. Asia Pacific ELA Market Value, By End-user, 2017 – 2027 (US$ Mn)
11.5.1. Market Analysis
11.6. Asia Pacific ELA Market Value, By Application 2017 – 2027 (US$ Mn)
11.6.1. Market Analysis
11.7. Asia Pacific ELA Market Value, By Region/Country, 2017 – 2027 (US$ Mn)
11.7.1. Market Analysis
11.7.2. Japan
11.7.3. China
11.7.4. India
11.7.5. Rest of Asia Pacific
12. Rest of the World Education & Learning Analytics (ELA) Market Analysis, 2017 – 2027 (US$ Mn)
12.1. Overview
12.1.1. Rest of the World ELA Market Value and Growth, 2017 – 2027, (US$ Mn)
12.2. Rest of the World ELA Market Value, By Tools, 2017 – 2027 (US$ Mn)
12.2.1. Market Analysis
12.3. Rest of the World ELA Market Value, By Component, 2017 – 2027 (US$ Mn)
12.3.1. Market Analysis
12.4. Rest of the World ELA Market Value, By Deployment, 2017 – 2027 (US$ Mn)
12.4.1. Market Analysis
12.5. Rest of the World ELA Market Value, By End-user, 2017 – 2027 (US$ Mn)
12.5.1. Market Analysis
12.6. Rest of the World ELA Market Value, By Application, 2017 – 2027 (US$ Mn)
12.6.1. Market Analysis
12.7. Rest of the World ELA Market Value, By Region, 2017 – 2027 (US$ Mn)
12.7.1. Market Analysis
12.7.2. Middle East & Africa
12.7.3. Latin America
13. Company Profiles
13.1. IBM
13.2. Microsoft Corporation
13.3. Oracle Corporation
13.4. SAP SE
13.5. Alteryx Inc.
13.6. Tableau Software
13.7. Blackboard Inc.
13.8. MicroStrategy Inc.
13.9. SAS Institute Inc.
13.10. TIBCO Software Inc.
13.11. QlikTech International AB
13.12. Saba Software
13.13. D2L Corporation
13.14. Watershed Systems, Inc.
13.15. Information Builders
13.16. SkyPrep Inc.
13.17. Mindflash
13.18. Latitude CG, LLC
13.19. G-Cube
List of Figures
FIG. 1 Global Education & Learning Analytics (ELA) Market: Research Methodology
FIG. 2 Market Size Estimation – Top Down & Bottom up Approach
FIG. 3 Global ELA Market Segmentation
FIG. 4 Global ELA Market, by Tools, 2018, (US$ Mn)
FIG. 5 Global ELA Market, by Component, 2018, (US$ Mn)
FIG. 6 Global ELA Market, by Deployment, 2018, (US$ Mn)
FIG. 7 Global ELA Market, by End-user, 2018, (US$ Mn)
FIG. 8 Global ELA Market, by Application, 2018, (US$ Mn)
FIG. 9 Global ELA Market, by Geography, 2018 (US$ Mn)
FIG. 10 Global ELA Market Value, 2017 – 2027, (US$ Mn)
FIG. 11 Attractive Investment Proposition, by Geography, 2018
FIG. 12 Global Market Positioning of Key ELA Providers, 2018
FIG. 13 Global ELA Market Value Share, by Tools, 2018 & 2027 (Value %)
FIG. 14 Global ELA Market Value Descriptive Analytics, 2017 – 2027, (US$ Mn)
FIG. 15 Global ELA Market Value for Predictive Analytics, 2017 – 2027, (US$ Mn)
FIG. 16 Global ELA Market Value for Prescriptive Analytics, 2017 – 2027, (US$ Mn)
FIG. 17 Global ELA Market Value for Others, 2017 – 2027, (US$ Mn)
FIG. 18 Global ELA Market Value Share, by Component, 2018 & 2027 (Value %)
FIG. 19 Global ELA Market Value for Software, 2017 – 2027, (US$ Mn)
FIG. 20 Global ELA Market Value for Services, 2017 – 2027, (US$ Mn)
FIG. 21 Global ELA Market Value Share, by Deployment, 2018 & 2027 (Value %)
FIG. 22 Global ELA Market Value for On-premise, 2017 – 2027, (US$ Mn)
FIG. 23 Global ELA Market Value for Cloud-based, 2017 – 2027, (US$ Mn)
FIG. 24 Global ELA Market Value Share, by End-user, 2018 & 2027 (Value %)
FIG. 25 Global ELA Market Value for Enterprises, 2017 – 2027, (US$ Mn)
FIG. 26 Global ELA Market Value for Academics, 2017 – 2027, (US$ Mn)
FIG. 27 Global ELA Market Value Share by Application, 2018 & 2027 (Value %)
FIG. 28 Global ELA Market Value for Finance Management, 2017 – 2027, (US$ Mn)
FIG. 29 Global ELA Market Value for Operations Management, 2017 – 2027, (US$ Mn)
FIG. 30 Global ELA Market Value for Performance Management, 2017 – 2027, (US$ Mn)
FIG. 31 Global ELA Market Value for Curriculum Development, 2017 – 2027, (US$ Mn)
FIG. 32 Global ELA Market Value for People Acquisition and Retention, 2017 – 2027, (US$ Mn)
FIG. 33 North America ELA Market Value, 2017 – 2027, (US$ Mn)
FIG. 34 Europe ELA Market Value, 2017 – 2027, (US$ Mn)
FIG. 35 Asia Pacific ELA Market Value, 2017 – 2027, (US$ Mn)
FIG. 36 Rest of the World ELA Market Value, 2017 – 2027, (US$ Mn)
List of Tables
TABLE 1 Market Snapshot: Global Education & Learning Analytics (ELA) Market Value
TABLE 2 Impact Indicators
TABLE 3 Impact Analysis of Drivers and Restraints
TABLE 4 Global ELA Market, by Tools, 2017-2027, (US$ Mn)
TABLE 5 Global ELA Market, by Component, 2017-2027, (US$ Mn)
TABLE 6 Global ELA Market, by Deployment, 2017-2027, (US$ Mn)
TABLE 7 Global ELA Market, by End-user, 2017-2027, (US$ Mn)
TABLE 8 Global ELA Market, by Application, 2017 – 2027, (US$ Mn)
TABLE 9 Global ELA Market Value, by Region/Country, 2017 – 2027, (US$ Mn)
TABLE 10 North America ELA Market, by Tools, 2017-2027, (US$ Mn)
TABLE 11 North America ELA Market, by Component, 2017-2027, (US$ Mn)
TABLE 12 North America ELA Market, by Deployment, 2017-2027, (US$ Mn)
TABLE 13 North America ELA Market, by End-user, 2017-2027, (US$ Mn)
TABLE 14 North America ELA Market, by Application, 2017 – 2027, (US$ Mn)
TABLE 15 North America ELA Market Value, by Region/Country, 2017 – 2027, (US$ Mn)
TABLE 16 Europe ELA Market, by Tools, 2017-2027, (US$ Mn)
TABLE 17 Europe ELA Market, by Component, 2017-2027, (US$ Mn)
TABLE 18 Europe ELA Market, by Deployment, 2017-2027, (US$ Mn)
TABLE 19 Europe ELA Market, by End-user, 2017-2027, (US$ Mn)
TABLE 20 Europe ELA Market, by Application, 2017 – 2027, (US$ Mn)
TABLE 21 Europe ELA Market Value, by Region/Country, 2017 – 2027, (US$ Mn)
TABLE 22 Asia Pacific ELA Market, by Tools, 2017-2027 (US$ Mn)
TABLE 23 Asia Pacific ELA Market, by Component, 2017-2027 (US$ Mn)
TABLE 24 Asia Pacific ELA Market, by Deployment, 2017-2027 (US$ Mn)
TABLE 25 Asia Pacific ELA Market, by End-user, 2017-2027 (US$ Mn)
TABLE 26 Asia Pacific ELA Market, by Application, 2017 – 2027 (US$ Mn)
TABLE 27 Asia Pacific ELA Market Value, by Region/Country, 2017 – 2027, (US$ Mn)
TABLE 28 Rest of the World ELA Market, by Tools, 2017 – 2027, (US$ Mn)
TABLE 29 Rest of the World ELA Market, by Component, 2017 – 2027, (US$ Mn)
TABLE 30 Rest of the World ELA Market, by Deployment, 2017 – 2027, (US$ Mn)
TABLE 31 Rest of the World ELA Market, by End-user, 2017 – 2027, (US$ Mn)
TABLE 32 Rest of the World ELA Market, by Application, 2017 – 2027, (US$ Mn)
TABLE 33 Rest of the World ELA Market Value, by Region, 2017 – 2027, (US$ Mn)
TABLE 34 IBM: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 35 Microsoft Corporation: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 36 Oracle Corporation: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 37 SAP SE: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 38 Alteryx Inc.: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 39 Tableau Software: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 40 Blackboard Inc.: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 41 MicroStrategy Inc.: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 42 SAS Institute Inc.: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 43 TIBCO Software Inc.: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 44 QlikTech International AB: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 45 Saba Software: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 46 D2L Corporation: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 47 Watershed Systems, Inc.: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 48 Information Builders: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 49 SkyPrep Inc.: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 50 Mindflash: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 51 Latitude CG, LLC: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)
TABLE 52 G-Cube: Company Snapshot (Business Description; Profile Type Portfolio; Financial Information; Business Overview and Recent Development)