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 202

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

Rising need for data-driven decisions to improve quality of education is driving the growth of the market
MarketsandMarkets estimates the global education and learning analytics market 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 education and learning analytics market is growing rapidly with the rising need for data-driven decisions to improve education quality and transition of education toward mobile learning. However, the lack of awareness and expertise required to manage education analytics solutions would limit the growth of the market.

Curriculum development and intervention management segment is expected to grow at the highest CAGR during the forecast period
Education and learning analytics enables educators and instructors to apply analytical outcomes for formulating curriculum and teaching strategies to effectively support students according to their individual requirements. Analytical tools enable visualization of current student performance and their correlation with various factors affecting a student’s performance, thus providing educators with insights to better shape their teaching styles and study materials.

Academic end-user segment is estimated to be the largest adopter of education and learning analytics solution in 2018
Academic end-users refer to educators, tutors, and academic institutions who have data and analytics requirements across various areas, including student acquisition and retention, curriculum development and intervention management, performance assessment, and budgeting and finance management. Academic end-user segment is further bifurcated into K-12 and higher education, with the higher education segment emerging as a larger adopter of education and learning analytics solutions. The higher education segment observes a wide adoption of data and analytics tools to improve learning, recruitment, fundraising, planning, and other operational areas to maximize productivity and stay ahead in the competition in the education industry vertical.

Education and learning analytics market in Asia Pacific is projected to grow at the highest CAGR during the forecast period
The high growth of the market in Asia Pacific (APAC) is attributed to the globalization, rapid economic developments, favorable government policies, and increasing digitalization in the region with the increasing interest of businesses toward technologies, such as Business Intelligence (BI), big data, and Internet of Things (IoT). Furthermore, low teacher-student ratio across several developing countries in the region, remains the biggest hurdle in the development of personalized learning experience for students. The technology-based learning tools present an optimal solution for these countries with the lowering of technology costs, increasing awareness, availability of tech talent, and favorable economic conditions.

In-depth interviews were conducted with the Chief Executive Officers (CEOs), marketing directors, other innovation and technology directors, and executives from various key organizations operating in the education and learning analytics market.

By Company – Tier 1–22%, Tier 2–30%, and Tier 3–48%
By Designation – C-Level–30%, Director Level–45%, and Others–25%
By Region – North America–42%, Europe–26%, APAC–20%, and RoW–12%

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 (‎Australia), 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.

Research Coverage
The education and learning analytics market revenue is primarily classified into revenues from software and services. Software revenue is associated with software and platform offerings while services’ revenue is associated with managed and professional services. The professional services comprise support and maintenance, and consulting. The market is also segmented on the basis of application, component, end-user, analytics type, deployment model, and region.

Key benefits of the report
The report would help the market leaders/new entrants in this market with the information on the closest approximations of the revenue numbers for the overall education and learning analytics market and the subsegments. This report would help stakeholders understand the competitive landscape and gain insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with the information on the key market drivers, restraints, challenges, and opportunities.


  • INTRODUCTION
    • OBJECTIVES OF THE STUDY
    • MARKET DEFINITION
    • MARKET SCOPE
    • YEARS CONSIDERED FOR THE STUDY
    • CURRENCY
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET BREAKDOWN AND DATA TRIANGUALTION
    • MARKET SIZE ESTIMATION
      • BOTTOM-UP APPROACH
      • TOP-DOWN APPROACH
    • RESEARCH ASSUMPTIONS
    • LIMITATIONS
  • EXECUTIVE SUMMARY
    • Table EDUCATION AND LEARNING ANALYTICS MARKET SIZE AND GROWTH RATE, 2016-2023 (USD MILLION, Y-O-Y %)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN THE EDUCATION AND LEARNING ANALYTICS MARKET
    • EDUCATION AND LEARNING ANALYTICS MARKET SHARE, BY COMPONENT
    • EDUCATION AND LEARNING ANALYTICS MARKET, BY APPLICATION
    • EDUCATION AND LEARNING ANALYTICS MARKET, BY DEPLOYMENT MODEL
    • EDUCATION AND LEARNING ANALYTICS MARKET, BY END-USER (2018 VS. 2023)
    • EDUCATION AND LEARNING ANALYTICS MARKET, BY ANALYTICS TYPE
    • EDUCATION AND LEARNING ANALYTICS MARKET, BY REGION
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • INDUSTRY TRENDS
    • EDUCATION AND LEARNING ANALYTICS MARKET: USE CASES
      • USE CASE 1: IMPROVING STUDENT SUCCESS RATE THROUGH EDUCATION ANALYTICS
      • USE CASE 2: IMPROVING STUDENT RETENTION RATE WITH EDUCATION ANALYTICS
      • USE CASE 3: IMPROVING STUDENT PERFORMANCE WITH DATA ANALYSIS AND INTERACTIVE DASHBOARDS
    • REGULATIONS PERTAINING TO EDUCATION AND DATA PRIVACY
      • RIGHT OF CHILDREN TO FREE AND COMPULSORY EDUCATION ACT (RTE)
      • AUSTRALIAN EDUCATION ACT
      • EDUCATION SERVICES FOR OVERSEAS STUDENTS ACT (ESOS)
      • FUNDAMENTAL LAW OF EDUCATION
      • COMPULSORY EDUCATION LAW OF THE PEOPLE'S REPUBLIC OF CHINA
      • SOUTH AFRICAN SCHOOLS ACT, NO. 84 OF 1996
      • THE EDUCATION ACT 2011
      • EVERY STUDENT SUCCEEDS ACT (ESSA)
      • EU GENERAL DATA PROTECTION REGULATION (GDPR)
    • EDUCATION AND LEARNING ANALYTICS: ECOSYSTEM
  • EDUCATION AND LEARNING ANALYTICS MARKET, BY APPLICATION
    • INTRODUCTION
      • Table EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
    • PEOPLE ACQUISITION AND RETENTION
      • NEED FOR PROACTIVE LEARNER SUPPORT AND DEVELOPMENT TO DRIVE THE PEOPLE ACQUISITION AND RETENTION SEGMENT
        • Table PEOPLE ACQUISITION AND RETENTION: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • CURRICULUM DEVELOPMENT AND INTERVENTION MANAGEMENT
      • 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
        • Table CURRICULUM DEVELOPMENT AND INTERVENTION MANAGEMENT: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • BUDGET AND FINANCE MANAGEMENT
      • NEED FOR EFFECTIVE MANAGEMENT OF FINANCES AND RESOURCES TO DRIVE THE GROWTH OF THE BUDGET AND FINANCE MANAGEMENT SEGMENT
        • Table BUDGET AND FINANCE MANAGEMENT: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • OPERATIONS MANAGEMENT
      • NEED TO ASSESS THE CURRENT PERFORMANCE OF OPERATIONS AND EFFICIENTLY SUPPORT CORE OPERATIONS TO DRIVE THE OPERATIONS MANAGEMENT SEGMENT
        • Table OPERATIONS MANAGEMENT: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • PERFORMANCE MANAGEMENT
      • NEED TO ASSESS AND UNDERSTAND LEARNERS' PERFORMANCE AND ALIGN IT WITH THE ORGANIZATION'S SUCCESS TO DRIVE THE GROWTH OF THE PERFORMANCE MANAGEMENT SEGMENT
        • Table PERFORMANCE MANAGEMENT: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • OTHERS
      • NEED TO IMPROVE LEARNERS' EXPERIENCE TO DRIVE THE GROWTH OF THE OTHER APPLICATION SEGMENT
        • Table OTHERS: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
  • EDUCATION AND LEARNING ANALYTICS MARKET, BY COMPONENT
    • INTRODUCTION
      • Table EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2016-2023 (USD MILLION)
    • SOFTWARE
      • NEED TO ASSESS AND IMPROVE THE LEARNER'S PERFORMANCE TO DRIVE THE MARKET GROWTH
        • Table SOFTWARE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • SERVICES
      • Table SERVICES: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY TYPE, 2016-2023 (USD MILLION)
      • Table SERVICES: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
      • MANAGED SERVICES
        • Table MANAGED SERVICES MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table PROFESSIONAL SERVICES MARKET SIZE, BY TYPE, 2016-2023 (USD MILLION)
        • Table PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
        • Table SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
        • Table CONSULTING MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
  • EDUCATION AND LEARNING ANALYTICS MARKET, BY ANALYTICS TYPE
    • INTRODUCTION
      • Table EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ANALYTICS TYPE, 2016-2023 (USD MILLION)
    • PREDICTIVE ANALYTICS
      • NEED TO IDENTIFY AND PROACTIVELY SUPPORT AT-RISK STUDENTS TO DRIVE THE GROWTH OF PREDICTIVE ANALYTICS SOLUTIONS
        • Table PREDICTIVE ANALYTICS: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • PRESCRIPTIVE ANALYTICS
      • ABILITY TO AUGMENT THE HUMAN DECISION-MAKING PROCESS FOR IMPROVING THE OPERATIONAL EFFICIENCIES OF ORGANIZATIONS TO DRIVE THE GROWTH OF PRESCRIPTIVE ANALYTICS SOLUTIONS
        • Table PRESCRIPTIVE ANALYTICS: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • DESCRIPTIVE ANALYTICS
      • 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
        • Table DESCRIPTIVE ANALYTICS: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
  • EDUCATION AND LEARNING ANALYTICS MARKET, BY DEPLOYMENT MODEL
    • INTRODUCTION
      • Table EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016-2023 (USD MILLION)
    • ON-PREMISES
      • FLEXIBILITY TO CUSTOMIZE SOFTWARE, AND DATA SECURITY AND PRIVACY REQUIREMENTS DRIVE THE GROWTH OF ON-PREMISES EDUCATION AND LEARNING ANALYTICS SOLUTIONS
        • Table ON-PREMISES: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • CLOUD
      • 24×7 ACCESS TO LEARNING, COURSE CONTENT, DATA, AND APPLICATIONS DRIVE THE GROWTH OF CLOUD EDUCATION AND LEARNING ANALYTICS SEGMENT
        • Table CLOUD: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
  • EDUCATION AND LEARNING ANALYTICS MARKET, BY END-USER
    • INTRODUCTION
      • Table EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2016-2023 (USD MILLION)
    • ACADEMIC
      • Table ACADEMIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY TYPE, 2016-2023 (USD MILLION)
      • Table ACADEMIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
      • K-12
        • Table K-12: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
      • HIGHER EDUCATION
        • Table HIGHER EDUCATION: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • ENTERPRISE/CORPORATE
      • Table ENTERPRISE/CORPORATE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY TYPE, 2016-2023 (USD MILLION)
      • Table ENTERPRISE/CORPORATE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
      • LARGE ENTERPRISES
        • Table LARGE ENTERPRISES: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
      • SMALL AND MEDIUM-SIZED ENTERPRISES
        • Table SMALL AND MEDIUM-SIZED ENTERPRISES: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
  • EDUCATION AND LEARNING ANALYTICS MARKET, BY REGION
    • INTRODUCTION
      • Table EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY REGION, 2016-2023 (USD MILLION)
    • NORTH AMERICA
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY SERVICE, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ANALYTICS TYPE, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ACADEMIC, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ENTERPRISE/CORPORATE, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2016-2023 (USD MILLION)
      • UNITED STATES
      • CANADA
    • EUROPE
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY SERVICE, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ANALYTICS TYPE, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ACADEMIC, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ENTERPRISE/CORPORATE, 2016-2023 (USD MILLION)
      • Table EUROPE: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2016-2023 (USD MILLION)
      • GERMANY
      • UNITED KINGDOM
      • FRANCE
      • ITALY
      • REST OF EUROPE
    • ASIA PACIFIC
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2016-2023 (USD MILLION)
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY SERVICE, 2016-2023 (USD MILLION)
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2023 (USD MILLION)
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ANALYTICS TYPE, 2016-2023 (USD MILLION)
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016-2023 (USD MILLION)
      • Table NORTH AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2016-2023 (USD MILLION)
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ACADEMIC, 2016-2023 (USD MILLION)
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ENTERPRISE/CORPORATE, 2016-2023 (USD MILLION)
      • Table ASIA PACIFIC: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2016-2023 (USD MILLION)
      • CHINA
      • SINGAPORE
      • JAPAN
      • AUSTRALIA AND NEW ZEALAND
      • REST OF ASIA PACIFIC
    • LATIN AMERICA
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY SERVICE, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ANALYTICS TYPE, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ACADEMIC, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ENTERPRISE/CORPORATE, 2016-2023 (USD MILLION)
      • Table LATIN AMERICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COUNTRY, 2016-2023 (USD MILLION)
      • BRAZIL
      • ARGENTINA
      • MEXICO
      • REST OF LATIN AMERICA
    • MIDDLE EAST AND AFRICA
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY COMPONENT, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY SERVICE, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY APPLICATION, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ANALYTICS TYPE, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY END-USER, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ACADEMIC, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY ENTERPRISE/CORPORATE, 2016-2023 (USD MILLION)
      • Table MIDDLE EAST AND AFRICA: EDUCATION AND LEARNING ANALYTICS MARKET SIZE, BY SUBREGION, 2016-2023 (USD MILLION)
      • MIDDLE EAST
      • AFRICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • EDUCATION AND LEARNING ANALYTICS MARKET: PROMINENT PLAYERS
      • Table KEY PLAYERS IN THE EDUCATION AND LEARNING ANALYTICS MARKET
    • COMPETITIVE SCENARIO
      • NEW PRODUCT LAUNCHES AND PRODUCT UPGRADATIONS
        • Table NEW PRODUCT LAUNCHES AND PRODUCT UPGRADATIONS, 2018
      • PARTNERSHIPS AND COLLABORATIONS
        • Table PARTNERSHIPS AND COLLABORATIONS, 2017-2018
      • ACQUISITIONS
        • Table ACQUISITIONS, 2015-2018
      • BUSINESS EXPANSIONS
        • Table BUSINESS EXPANSIONS, 2016-2018
  • COMPANY PROFILES
    • IBM
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • MICROSOFT
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • ORACLE
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • SAP
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • SAS INSTITUTE
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • SWOT ANALYSIS
      • MNM VIEW
    • TABLEAU SOFTWARE
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • BLACKBOARD
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • MICROSTRATEGY
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • ALTERYX
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • TIBCO
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • QLIK
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • YELLOWFIN
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • SABA SOFTWARE
      • BUSINESS OVERVIEW
      • SOFTWARE OFFERED
      • RECENT DEVELOPMENTS
    • SCHOOLOGY
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • ISPRING
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • G-CUBE
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • LATITUDE CG
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
    • MINDFLASH
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
    • SKYPREP
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
    • INFORMATION BUILDERS
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • ENLIT, LLC
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
    • D2L
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • WATERSHED SYSTEMS
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
    • TARGIT
      • BUSINESS OVERVIEW
      • SOFTWARE AND SERVICES OFFERED
      • RECENT DEVELOPMENTS
    • INETSOFT
      • BUSINESS OVERVIEW
      • SOFTWARE OFFERED
      • RECENT DEVELOPMENTS
  • APPENDIX
    • KEY INSIGHTS OF INDUSTRY EXPERTS
    • DISCUSSION GUIDE
    • KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • AVAILABLE CUSTOMIZATION
    • RELATED REPORTS
    • AUTHOR DETAILS

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