Education and Learning Analytics Market

Education and Learning Analytics Market by Application (Performance Management, Curriculum Development and Intervention Management, and People Acquisition and Retention), Component, Analytics Type, Deployment, End-User, and Region - Global Forecast to 2023

Report Code: TC 6712 Oct, 2018, by marketsandmarkets.com

[177 Pages Report] The education and learning analytics market size is expected to grow from USD 2.6 billion in 2018 to USD 7.1 billion by 2023, at a Compound Annual Growth Rate (CAGR) of 22.6% during the forecast period.

The study involved 4 major activities to estimate the current market size for education and learning analytics software and services. Exhaustive secondary research was done to collect information on market, peer market, and parent market. The next step was to validate these findings, assumptions, and sizing with the industry experts across value chain through primary research. Both top-down and bottom-up approaches were employed to estimate the complete market size. Thereafter, market breakdown and data triangulation were used to estimate the market size of segments and subsegments.

Secondary Research

In the secondary research process, various secondary sources, such as Hoovers, Bloomberg BusinessWeek, and Dun & Bradstreet, have been referred for, to identify and collect information for this study. These secondary sources included annual reports; press releases and investor presentations of companies; white papers, certified publications, articles by recognized authors; gold standard and silver standard websites; education and learning technology Research and Development (R&D) organizations; regulatory bodies; and databases.

Primary Research

Various primary sources from both supply and demand-sides of the education and learning analytics market ecosystem were interviewed to obtain qualitative and quantitative information for this study. The primary sources from the supply-side included industry experts, such as Chief Executive Officers (CEOs), Vice Presidents (VPs), marketing directors, technology and innovation directors, and related key executives from various vendors who provide the education and learning analytics software, associated service providers, and system integrators operating in the targeted regions. All possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. Following is the breakdown of primary respondents,

Education and Learning Analytics Market

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

For making market estimates and forecasting the education and learning analytics market, and the other dependent submarkets, top-down and bottom-up approaches were used. The bottom-up procedure was used to arrive at the overall market size of the global education and learning analytics market using key companies’ revenue and their offerings in the market. The research methodology used to estimate the market size includes the following:

  • The key players in the market have been identified through extensive secondary research.
  • The market size, in terms of value, have been determined through primary and secondary research processes.
  • All percentage shares, splits, and breakdowns have been determined using secondary sources and verified through primary sources.

Data Triangulation

With data triangulation and validation through primary interviews, the exact value of the overall parent market size was determined and confirmed using this study. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Report Objectives

  • To define, describe, and forecast the education and learning analytics market based on applications, components, analytics types, deployment models, end-users, and regions.
  • To provide detailed information related to the major factors, such as drivers, restraints, opportunities, and challenges, influencing the growth of the market
  • To analyze the market’s subsegments with respect to the individual growth trends, prospects, and contributions to the total market
  • To analyze opportunities in the market for stakeholders and provide the competitive landscape of the market
  • To forecast the revenue of the market’s segments with respect to 5 major regions, namely, North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • To profile the key players and comprehensively analyze their recent developments and positioning in the education and learning analytics market
  • To analyze the competitive developments, such as mergers and acquisitions, new product developments, and R&D activities in the market

Scope of the Report

Report Metric

Details

Market size available for years

2016–2023

Base year considered

2017

Forecast period

2018–2023

Forecast units

Million (USD)

Segments covered

Application, Component, End-User, Analytics Type, Deployment Model, and Region

Geographies covered

North America, APAC, Europe, Latin America, and MEA

Companies covered

IBM (US), TIBCO (US), Microsoft (US), Oracle (US), SAP (Germany), SAS Institute (US), Tableau Software (US), MicroStrategy (US), Alteryx (US), Qlik (US), SABA software (US), Blackboard (US), Schoology (US), iSpring (US), G-Cube (India), Latitude CG (US), Mindflash (US), SkyPrep (Canada), Information Builders (US), Watershed Systems (US), Yellowfin (ýAustralia), and Enlit, LLC (US)

This research report categorizes the education and analytics market based on application, component, analytics type, deployment model, end-user, and region.

Based on applications, the education and learning analytics market has been segmented as follows:

  • People acquisition and retention
  • Curriculum development and intervention
  • Performance management
  • Budget and finance management
  • Operations management
  • Others (tuition and enrolment planning, and quality management)

Based on components, the education and learning analytics market has been segmented as follows:

  • Software
  • Services
    • Managed services
    • Professional services
      • Consulting
      • Support and maintenance

Based on end-users, the education and learning analytics market has been segmented as follows:

  • Academic
    • K-12
    • Higher education
  • Enterprise/corporate
    • SMEs
    • Large enterprises

Based on analytics types, the education and learning analytics market has been segmented as follows

  • Predictive analytics
  • Prescriptive analytics
  • Descriptive analytics

Based on deployment models, the education and learning analytics market has been segmented as follows

  • On-premises
  • Cloud

Based on regions, the education and learning analytics market has been segmented as follows:

  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Rest of Europe
  • APAC
    • China
    • Japan
    • Australia and New Zealand
    • Singapore
    • Rest of APAC
  • Latin America
    • Brazil
    • Mexico
    • Argentina
    • Rest of Latin America
  • MEA
    • Middle East
    • Africa

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product matrix gives a detailed comparison of the product portfolio of each company

Company Information

  • Detailed analysis and profiling of additional market players up to 5

The education and learning analytics market size is expected to grow from USD 2.6 billion in 2018 to USD 7.1 billion by 2023, at a Compound Annual Growth Rate (CAGR) of 22.6% during the forecast period. The need 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. The educational institutes and corporate organizations are analyzing students’ data to gain insights about the students’ behavior and interactions. Moreover, the growing adoption of mobile learning with the increasing adoption of Bring Your Own Device (BYOD) among students is fueling data analytics trend with the availability of plenty of data.

The education and learning analytics market study aims at estimating the market size and future growth potential of the market across segments, such as component (software and services), application, deployment model, analytics type, end-user, and region.

Education and Learning Analytics Market

Software segment is estimated to constitute the largest market size during the forecast period

The education and learning analytics market by component covers education and learning analytics software and associated services. The software segment outperforms the services segment and would see the maturation in the future due to the higher adoption. Hence, professional services, such as consulting, and support and maintenance services, are expected to gain traction in the next 5 years.

Performance management application segment is expected to maintain its dominance in terms of revenue generation during the forecast period

Accessing and integrating disparate data across K-12, colleges, and universities is tedious. Education and learning analytics software enable educational institutes to access and integrate the data across multiple systems. This data analysis enables institutes to make data informed decisions around student performance. This, in turn, helps them proactively intervene students’ at-risk, devise personalized content, and ultimately improve the success rate.

Predictive analytics segment is expected to grow at the highest CAGR during the forecast period

Predictive analytics provides 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 performance. Moreover, 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.

Education and Learning Analytics Market

North America is expected to account for the largest market size during the forecast period.

The global behavioral biometrics market by region covers 5 major geographic regions: North America, Asia Pacific (APAC), Europe, the Middle East and Africa (MEA), and Latin America. 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 2023, due to the presence of a large number of solution vendors in the US.

The education and learning analytics market comprises major solution providers, such as IBM (US), TIBCO (US), Microsoft (US), Oracle (US), SAP (Germany), SAS Institute (US), Tableau Software (US), MicroStrategy (US), Alteryx (US), Qlik (US), SABA software (US), Blackboard (US), Schoology (US), iSpring (US), G-Cube (India), Latitude CG (US), Mindflash (US), SkyPrep (Canada), Information Builders (US), Watershed Systems (US), Yellowfin (ýAustralia), and Enlit, LLC (US). The study includes in-depth competitive analysis of these key players in the education and learning analytics market with their company profiles, recent developments, and key market strategies.

Recent Developments:

  • In September 2018, SAP added new machine learning capabilities to its SAP Analytics Cloud solution which enable automated detection of issues before they arise, and provides performance prediction and identification of risks. Furthermore, the solution enables autonomous creation of advanced dashboards and storyboards, and provides hyper-personalized insights into suppliers, vendors, and customers’ data.
  • In January 2018, Microsoft introduced updates to its Office 365 Education with enhanced input, collaboration, and analytics capabilities, such as dictation in Microsoft Office, improved access to assignments, assignment analytics for teachers, and class collaboration with Microsoft Teams, a platform that combines workplace chat, meetings, notes, and attachments.
  • In June 2018, IBM partnered with Scholastic, a multinational publishing, education, and media company, and Edmodo, an educational technology company offering a communication, collaboration, and coaching platform to K-12 schools and teachers, to integrate the 2 companies’ technologies with IBM’s Watson Education platform. Scholastic would make available media, articles, and nonfiction content from its Scholastic Go and ScienceFlix libraries in IBM’s Watson Education, which would use machine learning to cater recommendations for individual students’ abilities and curricular needs.

Key Questions addressed by the report:

  • Define, describe, and forecast the education and learning analytics market based on applications, components, analytics types, deployment modes, end-users, and regions
  • Detailed analysis of market’s subsegments with respect to individual growth trends, prospects, and contributors to the total market 
  • Revenue forecast of the market’s segments with respect to 5 major regions, namely, North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • Detailed analysis of the competitive developments, such as mergers and acquisitions, new product developments, and business expansion activities, in the market
  • Analysis of the major factors, such as drivers, restraints, opportunities, and challenges, influencing the growth of the market

To speak to our analyst for a discussion on the above findings, click Speak to Analyst

Table of Contents

1 Introduction (Page No. - 19)
    1.1 Objectives of the Study
    1.2 Market Definition
    1.3 Market Scope
    1.4 Years Considered for the Study
    1.5 Currency
    1.6 Stakeholders

2 Research Methodology (Page No. - 23)
    2.1 Research Data
           2.1.1 Secondary Data
                    2.1.1.1 Key Data From Secondary Sources
           2.1.2 Primary Data
                    2.1.2.1 Key Industry Insights
                    2.1.2.2 Breakdown of Primaries
    2.2 Market Breakdown and Data Triangualtion
    2.3 Market Size Estimation
           2.3.1 Bottom-Up Approach
           2.3.2 Top-Down Approach
    2.4 Research Assumptions
    2.5 Limitations

3 Executive Summary (Page No. - 31)

4 Premium Insights (Page No. - 34)
    4.1 Attractive Opportunities in the Education and Learning Analytics Market
    4.2 Education and Learning Analytics Market Share, By Component
    4.3 Education and Learning Analytics Market, By Application
    4.4 Education and Learning Analytics Market, By Deployment Model
    4.5 Education and Learning Analytics Market, By End-User (2018 vs 2023)
    4.6 Education and Learning Analytics Market, By Analytics Type
    4.7 Education and Learning Analytics Market, By Region

5 Market Overview and Industry Trends (Page No. - 38)
    5.1 Introduction
    5.2 Market Dynamics
           5.2.1 Drivers
                    5.2.1.1 Rising Need for Data-Driven Decisions to Improve Education Quality
                    5.2.1.2 Growing Adoption of Mobile Learning
           5.2.2 Restraints
                    5.2.2.1 Lack of Awareness and Skilled Resources to Manage Education Analytics Solutions
           5.2.3 Opportunities
                    5.2.3.1 Cloud-Based Learning Analytics Solutions
                    5.2.3.2 Advent of Machine Learning and Ai
           5.2.4 Challenges
                    5.2.4.1 Poor Institutional Infrastructure Leading to Data Quality, Stewardship, and Standardization Issues
                    5.2.4.2 Lack of Executive Understanding
    5.3 Industry Trends
    5.4 Education and Learning Analytics Market: Use Cases
           5.4.1 Use Case 1: Improving Student Success Rate Through Education Analytics
           5.4.2 Use Case 2: Improving Student Retention Rate With Education Analytics
           5.4.3 Use Case 3: Improving Student Performance With Data Analysis and Interactive Dashboards
    5.5 Regulations Pertaining to Education and Data Privacy
           5.5.1 Right of Children to Free and Compulsory Education Act (RTE)
           5.5.2 Australian Education Act
           5.5.3 Education Services for Overseas Students Act (ESOS)
           5.5.4 Fundamental Law of Education
           5.5.5 Compulsory Education Law of the People's Republic of China
           5.5.6 South African Schools Act, No. 84 of 1996
           5.5.7 The Education Act 2011
           5.5.8 Every Student Succeeds Act (ESSA)
           5.5.9 Eu General Data Protection Regulation (GDPr)
    5.6 Education and Learning Analytics: Ecosystem

6 Education and Learning Analytics Market, By Application (Page No. - 47)
    6.1 Introduction
    6.2 People Acquisition and Retention
           6.2.1 Need for Proactive Learner Support and Development to Drive the People Acquisition and Retention Segment
    6.3 Curriculum Development and Intervention Management
           6.3.1 Need to Enhance Student Learning and Support Student Success With Personalized Learning Solutions to Drive the Growth of the Curriculum Development and Intervention Management Segment
    6.4 Budget and Finance Management
           6.4.1 Need for Effective Management of Finances and Resources to Drive the Growth of the Budget and Finance Management Segment
    6.5 Operations Management
           6.5.1 Need to Assess the Current Performance of Operations and Efficiently Support Core Operations to Drive the Operations Management Segment
    6.6 Performance Management
           6.6.1 Need to Assess and Understand Learners’ Performance and Align It With the Organization’s Success to Drive the Growth of the Performance Management Segment
    6.7 Others
           6.7.1 Need to Improve Learners’ Experience to Drive the Growth of the Other Application Segment

7 Education and Learning Analytics Market, By Component (Page No. - 53)
    7.1 Introduction
    7.2 Software
           7.2.1 Need to Assess and Improve the Learner’s Performance to Drive the Market Growth
    7.3 Services
           7.3.1 Managed Services
                    7.3.1.1 Requirement of Highly Customized Solutions and the Need to Focus on Core Operations to Drive the Growth of Managed Services
           7.3.2 Professional Services
                    7.3.2.1 Support and Maintenance
                               7.3.2.1.1 Complexity of Operations and the Need for Regular Assistance During the Software Life Cycle to Foster the Growth of Support and Maintenance
                    7.3.2.2 Consulting
                               7.3.2.2.1 The Need for A Strategic Outlook to Explore New Avenues for Improving Business Performance to Drive the Growth of Consulting Services

8 Education and Learning Analytics Market, By Analytics Type (Page No. - 61)
    8.1 Introduction
    8.2 Predictive Analytics
           8.2.1 Need to Identify and Proactively Support At-Risk Students to Drive the Growth of Predictive Analytics Solutions
    8.3 Prescriptive Analytics
           8.3.1 Ability to Augment the Human Decision-Making Process for Improving the Operational Efficiencies of Organizations to Drive the Growth of Prescriptive Analytics Solutions
    8.4 Descriptive Analytics
           8.4.1 Demand to Quickly View and Monitor Student Performance, Faculty Teaching Practices, and Measure the Effectiveness of the Curriculum to Drive the Growth of Descriptive Analytics Solutions

9 Education and Learning Analytics Market, By Deployment Model (Page No. - 66)
    9.1 Introduction
    9.2 On-Premises
           9.2.1 Flexibility to Customize Software, and Data Security and Privacy Requirements Drive the Growth of On-Premises Education and Learning Analytics Solutions
    9.3 Cloud
           9.3.1 24×7 Access to Learning, Course Content, Data, and Applications Drive the Growth of Cloud Education and Learning Analytics Segment

10 Education and Learning Analytics Market, By End-User (Page No. - 70)
     10.1 Introduction
     10.2 Academic
             10.2.1 K-12
                        10.2.1.1 Student Curriculum Development and Intervention, and Performance Assessment Emerge as Key Areas of Interest for K-12 End-User Segment
             10.2.2 Higher Education
                        10.2.2.1 Higher Education Segment is Widely Adopting Analytics for Student Acquisition and Retention, Student Curriculum Development and Intervention, and Performance Assessment
     10.3 Enterprise/Corporate
             10.3.1 Large Enterprises
                        10.3.1.1 Inability of Conventional Methods and Techniques to Effectively Engage Employees to Drive the Adoption of Education and Analytics in the Large Enterprises Segment
             10.3.2 Small and Medium-Sized Enterprises
                        10.3.2.1 Availability of Low-Cost Cloud-Based Education and Learning Analytics Solutions to Drive the Growth of SMEs in the Market

11 Education and Learning Analytics Market, By Region (Page No. - 79)
     11.1 Introduction
     11.2 North America
             11.2.1 United States
                        11.2.1.1 US Constituted the Highest Revenue in the Region
             11.2.2 Canada
                        11.2.2.1 Canada is Estimated to Grow at the Highest CAGR During the Forecast Period
     11.3 Europe
             11.3.1 Germany
                        11.3.1.1 Developed It Infrastructure and High Inclination Toward Adopting Bi and Analytics Solutions Attributed to Constitute the Largest Revenue in the Region
             11.3.2 United Kingdom
                        11.3.2.1 UK is Expected to Witness the Highest Growth During the Forecast Period
             11.3.3 France
                        11.3.3.1 Government Initiatives to Enhance Education Quality is Expected to Drive the Market Growth in the Country
             11.3.4 Italy
                        11.3.4.1 Adequate Technological Adoption in Education Sector Would Drive the Market Growth
             11.3.5 Rest of Europe
                        11.3.5.1 The Countries Such as Denmark, Norway, Ireland, and Spain are Expected to Drive the Growth in Rest of European Region
     11.4 Asia Pacific
             11.4.1 China
                        11.4.1.1 The Strong Growth in the Local Economy With Rapid Digitalization as Well as Increasing Investment in the Education Technology Domain is Expected to Drive the Growth
             11.4.2 Singapore
                        11.4.2.1 Rising Technological Adoption in Education Sector in the Country Would Drive Market Growth
             11.4.3 Japan
                        11.4.3.1 Japan is Expected to Dominate the Education and Learning Analytics Market in the Region
             11.4.4 Australia and New Zealand
                        11.4.4.1 The Ongoing Digital Transformation in Education Sector Would Foster the Market Growth in the Country
             11.4.5 Rest of Asia Pacific
                        11.4.5.1 Countries Such as South Korea, Malaysia, Hong Kong and India are Expected to Witness Prominent Growth in Rest of APAC Region
     11.5 Latin America
             11.5.1 Brazil
                        11.5.1.1 Brazil is Estimated to Dominate the Region in Terms of Revenue Generation
             11.5.2 Argentina
                        11.5.2.1 Rapid Digitalization, Innovation and Entrepreneurship, Transforming the Education Systems in the Country
             11.5.3 Mexico
                        11.5.3.1 The Country is Expected to Witness the Highest Growth During the Forecast Period
             11.5.4 Rest of Latin America
                        11.5.4.1 Countries Such as Peru, Panama, and Chile are Expected to Observe Growth in the Market Growth
     11.6 Middle East and Africa
             11.6.1 Middle East
                        11.6.1.1 Middle East Region is Estimated to Garner the Largest Revenue By the End of Forecast Period
             11.6.2 Africa
                        11.6.2.1 Africa Region is Expected to Grow at the Highest CAGR During the Forecast Period

12 Competitive Landscape (Page No. - 109)
     12.1 Overview
     12.2 Education and Learning Analytics Market: Prominent Players
     12.3 Competitive Scenario
             12.3.1 New Product Launches and Product Upgradations
             12.3.2 Partnerships and Collaborations
             12.3.3 Acquisitions
             12.3.4 Business Expansions

13 Company Profiles (Page No. - 115)
(Business Overview, Software and Services Offered, Recent Developments, SWOT Analysis, MnM View.)*
     13.1 IBM
     13.2 Microsoft
     13.3 Oracle
     13.4 SAP
     13.5 SAS Institute
     13.6 Tableau Software
     13.7 Blackboard
     13.8 Microstrategy
     13.9 Alteryx
     13.1 Tibco
     13.11 Qlik
     13.12 Yellowfin
     13.13 Saba Software
     13.14 Schoology
     13.15 Ispring
     13.16 G-Cube
     13.17 Latitude Cg
     13.18 Mindflash
     13.19 Skyprep
     13.20 Information Builders
     13.21 Enlit, LLC
     13.22 D2L
     13.23 Watershed Systems
     13.24 Targit
     13.25 Inetsoft

* Business Overview, Software and Services Offered, Recent Developments, SWOT Analysis, MnM View Might Not Be Captured in Case of Unlisted Companies.

14 Appendix (Page No. - 172)
     14.1 Key Insights of Industry Experts
     14.2 Discussion Guide
     14.3 Knowledge Store: Marketsandmarkets’ Subscription Portal
     14.4 Available Customization
     14.5 Related Reports
     14.6 Author Details


List of Tables (89 Tables)

Table 1 Education and Learning Analytics Market Size and Growth Rate, 2016–2023 (USD Million, Y-O-Y %)
Table 2 Education and Learning Analytics Market Size, By Application, 2016–2023 (USD Million)
Table 3 People Acquisition and Retention: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 4 Curriculum Development and Intervention Management: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 5 Budget and Finance Management: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 6 Operations Management: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 7 Performance Management: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 8 Others: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 9 Education and Learning Analytics Market Size, By Component, 2016–2023 (USD Million)
Table 10 Software: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 11 Services: Education and Learning Analytics Market Size, By Type, 2016–2023 (USD Million)
Table 12 Services: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 13 Managed Services Market Size, By Region, 2016–2023 (USD Million)
Table 14 Professional Services Market Size, By Type, 2016–2023 (USD Million)
Table 15 Professional Services Market Size, By Region, 2016–2023 (USD Million)
Table 16 Support and Maintenance Market Size, By Region, 2016–2023 (USD Million)
Table 17 Consulting Market Size, By Region, 2016–2023 (USD Million)
Table 18 Education and Learning Analytics Market Size, By Analytics Type, 2016–2023 (USD Million)
Table 19 Predictive Analytics: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 20 Prescriptive Analytics: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 21 Descriptive Analytics: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 22 Education and Learning Analytics Market Size, By Deployment Model, 2016–2023 (USD Million)
Table 23 On-Premises: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 24 Cloud: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 25 Education and Learning Analytics Market Size, By End-User, 2016–2023 (USD Million)
Table 26 Academic: Education and Learning Analytics Market Size, By Type, 2016–2023 (USD Million)
Table 27 Academic: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 28 K-12: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 29 Higher Education: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 30 Enterprise/Corporate: Education and Learning Analytics Market Size, By Type, 2016–2023 (USD Million)
Table 31 Enterprise/Corporate: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 32 Large Enterprises: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 33 Small and Medium-Sized Enterprises: Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 34 Education and Learning Analytics Market Size, By Region, 2016–2023 (USD Million)
Table 35 North America: Education and Learning Analytics Market Size, By Component, 2016–2023 (USD Million)
Table 36 North America: Education and Learning Analytics Market Size, By Service, 2016–2023 (USD Million)
Table 37 North America: Education and Learning Analytics Market Size, By Professional Service, 2016–2023 (USD Million)
Table 38 North America: Education and Learning Analytics Market Size, By Application, 2016–2023 (USD Million)
Table 39 North America: Education and Learning Analytics Market Size, By Analytics Type, 2016–2023 (USD Million)
Table 40 North America: Education and Learning Analytics Market Size, By Deployment Model, 2016–2023 (USD Million)
Table 41 North America: Education and Learning Analytics Market Size, By End-User, 2016–2023 (USD Million)
Table 42 North America: Education and Learning Analytics Market Size, By Academic, 2016–2023 (USD Million)
Table 43 North America: Education and Learning Analytics Market Size, By Enterprise/Corporate, 2016–2023 (USD Million)
Table 44 North America: Education and Learning Analytics Market Size, By Country, 2016–2023 (USD Million)
Table 45 Europe: Education and Learning Analytics Market Size, By Component, 2016–2023 (USD Million)
Table 46 Europe: Education and Learning Analytics Market Size, By Service, 2016–2023 (USD Million)
Table 47 Europe: Education and Learning Analytics Market Size, By Professional Service, 2016–2023 (USD Million)
Table 48 Europe: Education and Learning Analytics Market Size, By Application, 2016–2023 (USD Million)
Table 49 Europe: Education and Learning Analytics Market Size, By Analytics Type, 2016–2023 (USD Million)
Table 50 Europe: Education and Learning Analytics Market Size, By Deployment Model, 2016–2023 (USD Million)
Table 51 Europe: Education and Learning Analytics Market Size, By End-User, 2016–2023 (USD Million)
Table 52 Europe: Education and Learning Analytics Market Size, By Academic, 2016–2023 (USD Million)
Table 53 Europe: Education and Learning Analytics Market Size, By Enterprise/Corporate, 2016–2023 (USD Million)
Table 54 Europe: Education and Learning Analytics Market Size, By Country, 2016–2023 (USD Million)
Table 55 Asia Pacific: Education and Learning Analytics Market Size, By Component, 2016–2023 (USD Million)
Table 56 Asia Pacific: Education and Learning Analytics Market Size, By Service, 2016–2023 (USD Million)
Table 57 Asia Pacific: Education and Learning Analytics Market Size, By Professional Service, 2016–2023 (USD Million)
Table 58 Asia Pacific: Education and Learning Analytics Market Size, By Application, 2016–2023 (USD Million)
Table 59 Asia Pacific: Education and Learning Analytics Market Size, By Analytics Type, 2016–2023 (USD Million)
Table 60 Asia Pacific: Education and Learning Analytics Market Size, By Deployment Model, 2016–2023 (USD Million)
Table 61 North America: Education and Learning Analytics Market Size, By End-User, 2016–2023 (USD Million)
Table 62 Asia Pacific: Education and Learning Analytics Market Size, By Academic, 2016–2023 (USD Million)
Table 63 Asia Pacific: Education and Learning Analytics Market Size, By Enterprise/Corporate, 2016–2023 (USD Million)
Table 64 Asia Pacific: Education and Learning Analytics Market Size, By Country, 2016–2023 (USD Million)
Table 65 Latin America: Education and Learning Analytics Market Size, By Component, 2016–2023 (USD Million)
Table 66 Latin America: Education and Learning Analytics Market Size, By Service, 2016–2023 (USD Million)
Table 67 Latin America: Education and Learning Analytics Market Size, By Professional Service, 2016–2023 (USD Million)
Table 68 Latin America: Education and Learning Analytics Market Size, By Application, 2016–2023 (USD Million)
Table 69 Latin America: Education and Learning Analytics Market Size, By Analytics Type, 2016–2023 (USD Million)
Table 70 Latin America: Education and Learning Analytics Market Size, By Deployment Model, 2016–2023 (USD Million)
Table 71 Latin America: Education and Learning Analytics Market Size, By End-User, 2016–2023 (USD Million)
Table 72 Latin America: Education and Learning Analytics Market Size, By Academic, 2016–2023 (USD Million)
Table 73 Latin America: Education and Learning Analytics Market Size, By Enterprise/Corporate, 2016–2023 (USD Million)
Table 74 Latin America: Education and Learning Analytics Market Size, By Country, 2016–2023 (USD Million)
Table 75 Middle East and Africa: Education and Learning Analytics Market Size, By Component, 2016–2023 (USD Million)
Table 76 Middle East and Africa: Education and Learning Analytics Market Size, By Service, 2016–2023 (USD Million)
Table 77 Middle East and Africa: Education and Learning Analytics Market Size, By Professional Service, 2016–2023 (USD Million)
Table 78 Middle East and Africa: Education and Learning Analytics Market Size, By Application, 2016–2023 (USD Million)
Table 79 Middle East and Africa: Education and Learning Analytics Market Size, By Analytics Type, 2016–2023 (USD Million)
Table 80 Middle East and Africa: Education and Learning Analytics Market Size, By Deployment Model, 2016–2023 (USD Million)
Table 81 Middle East and Africa: Education and Learning Analytics Market Size, By End-User, 2016–2023 (USD Million)
Table 82 Middle East and Africa: Education and Learning Analytics Market Size, By Academic, 2016–2023 (USD Million)
Table 83 Middle East and Africa: Education and Learning Analytics Market Size, By Enterprise/Corporate, 2016–2023 (USD Million)
Table 84 Middle East and Africa: Education and Learning Analytics Market Size, By Subregion, 2016–2023 (USD Million)
Table 85 Key Players in the Education and Learning Analytics Market
Table 86 New Product Launches and Product Upgradations, 2018
Table 87 Partnerships and Collaborations, 2017-2018
Table 88 Acquisitions, 2015–2018
Table 89 Business Expansions, 2016–2018


List of Figures (42 Figures)

Figure 1 Education and Learning Analytics Market: Market Segmentation
Figure 2 Regional Scope
Figure 3 Education and Learning Analytics Market: Research Design
Figure 4 Education and Learning Analytics Market: Bottom-Up Approach
Figure 5 Education and Learning Analytics Market: Top-Down Approach
Figure 6 Education and Learning Analytics Market Analysis
Figure 7 Fastest Growing Segments in Education and Learning Analytics Market
Figure 8 Education and Learning Analytics Market is Driven By Rising Need for Data-Driven Decision Making Across Educational Institutes
Figure 9 Services Segment is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 10 Curriculum Development and Intervention Management Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 11 Cloud Deployment Model is Estimated to Have A Larger Market Size in 2018
Figure 12 Enterprise/Corporate Segment is Expected to Witness A Higher Growth Rate
Figure 13 Descriptive Analytics Segment is Estimated to Constitute the Highest Market Share in 2018
Figure 14 North America is Estimated to Witness the Highest Market Share in 2018
Figure 15 Education and Learning Analytics Market: Drivers, Restraints, Opportunities, and Challenges
Figure 16 Education and Learning Analytics Market: Ecosystem
Figure 17 Curriculum Development and Intervention Management Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 18 Software Segment is Expected to Account for A Larger Market Size During the Forecast Period
Figure 19 Managed Services Segment is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 20 Support and Maintenance Segment is Expected to Grow at A Higher CAGR During the Forecast Period
Figure 21 Predictive Analytics Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 22 On-Premises Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 23 Enterprise/Corporate End-User Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 24 K-12 Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 25 Small and Medium-Sized Enterprises Segment is Expected to Grow at the Highest CAGR During the Forecast Period
Figure 26 APAC is Estimated to Grow at the Highest CAGR During the Forecast Period
Figure 27 North America: Market Snapshot
Figure 28 Asia Pacific: Market Snapshot
Figure 29 Key Developments By the Leading Players in the Education and Learning Analytics Market, 2015–2018
Figure 30 IBM: Company Snapshot
Figure 31 IBM: SWOT Analysis
Figure 32 Microsoft: Company Snapshot
Figure 33 Microsoft: SWOT Analysis
Figure 34 Oracle: Company Snapshot
Figure 35 Oracle: SWOT Analysis
Figure 36 SAP: Company Snapshot
Figure 37 SAP: SWOT Analysis
Figure 38 SAS Institute: Company Snapshot
Figure 39 SAS Institute: SWOT Analysis
Figure 40 Tableau Software: Company Snapshot
Figure 41 Microstrategy: Company Snapshot
Figure 42 Alteryx: Company Snapshot


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