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Education and Learning Analytics Market
Education & Learning Analytics Market by Offering (Software, Services), Deployment, Application (People Acquisition & Retention, Operations, Performance Management, Others), User Group (Academic, Corporate) and Geography - Global Forecasts to 2029
Report ID:MRICT - 104437 Pages: 228 Jul-2022 Formats*: PDF Category: Information and Communications Technology Delivery: 2 to 4 HoursThe Education and Learning Analytics Market is Expected to Reach $36.59 Billion by 2029, at a CAGR of 23.8% During the Forecast Period of 2022–2029. The growth of this market is driven by the growing need for data-driven decisions to improve the quality of education and extensive government initiatives for education modernization. However, a lack of awareness regarding education analytics standards and data hygiene among educational institutes is expected to restrain the growth of this market.
The incorporation of machine learning and artificial intelligence in education & learning analytics is expected to create growth opportunities for the players operating in this market. However, data privacy & security concerns and, misconceptions, and a lack of knowledge regarding education & learning analytics solutions are major challenges for market growth. Additionally, the increasing adoption of distance learning and the growing utilization of cloud-based learning analytics solutions are major trends prevalent in the global education & learning analytics market.
Impact of COVID-19 on the Education & Learning Analytics Market
Before the outbreak of COVID-19, educational institutions had started effectively incorporating data analysis, slightly boosting the education & learning analytics market from its nascent stage. The shutting down of schools, academic institutions, and educational enterprises compelled learners to adopt the remote learning approach to manage their syllabus and courses. Many universities successfully transitioned to e-learning. For example, Zhejiang University (China) managed to get more than 5,000 courses online within just two weeks into the transition using DingTalk ZJU. Imperial College London started offering a course on the science of coronavirus, which was launched on Coursera, becoming the most enrolled course in 2020. Also, governments across the globe made efforts to devise open-source e-learning solutions to provide education to all students regardless of their technical barriers. For instance, the Government of India developed several free e-learning platforms such as SWAYAM, DIKSHA, and NPTEL for learners pursuing various courses.
Thus, with the growing adoption of remote learning and e-learning platforms, institutions can leverage learner/student data to make future decisions to support institutional progress and improve learners’ performance. Thus, the adoption of learning analytics is expected to grow exponentially in the coming years. The COVID-19 pandemic had a significant impact on incomes, and as a result, many governments across the globe ordered schools and other educational institutions to reduce tuition fees to provide some relaxation to learners. This factor lowered the adoption of newer technologies among educational & academic institutions due to being largely considered non-essential. However, learners’ growing dependency on e-learning platforms is expected to encourage the adoption of learning analytics solutions & services among educational & academic institutes, boosting the growth of this market in the coming years.
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Growing Need for Data-driven Decisions to Improve the Quality of Education Drives Market Growth
Advancements in analytics technology have led to a drastic and positive transformation of education systems. Modern education systems are gradually increasing their reliance on e-learning tools and equipment for better outcomes. The growing adoption of e-learning tools generates large volumes of data on students’ performance, courses & activities, instructors & faculties, etc. Education & learning analytics can help institutions and organizations implement new avenues to engage current and prospective students.
Furthermore, education & learning analytics also aids institutes in making critical data-driven decisions regarding student enrollment, student retention, completion rates, faculty productivity, and research. Hence, educational institutions are now acknowledging the potential of data analysis and incorporating learning analytics solutions to improve their education quality and training performance.
For instance, in 2019, there were 2.0 million dropouts aged between 16 and 24, and the overall dropout rate was 5.1%. Such a high number is a grey area in the field of education. Education & learning analytics can help counter such issues. For instance, Tampere Vocational College (Tredu) in Finland initiated the concept of applying education & learning analytics to improve graduation percentage in vocational schools. Institutions are analyzing and detecting patterns in student enrollment to improve program success. Such use cases indicate that educational institutes have now started implementing analytics to capitalize on the insights and benefits offered by big data. Thus, the growing need for data-driven decisions to improve the quality of education drives the education & learning analytics market.
Education & Learning Analytics for Predictive Maintenance is Expected to Offer Significant Opportunities for the Market Growth
Learning analytics explores the relationship between learning system usage and various outcomes, which can positively impact students, faculty, administrators, researchers, and learning system designers. In order to increase the productivity of students, learners, and faculties, governments worldwide are undertaking initiatives to promote education & learning analytics. For instance, in 2021, the Ontario government announced making a USD 50 million investment in virtual learning and educational technologies to help expand access to high-quality, market-responsive, and globally competitive ‘Ontario Made’ education. Thus, growing government initiatives supporting and promoting the incorporation of education & learning analytics are expected to drive the growth of the learning analytics market.
In developing countries, governments are focused on encouraging educational institutions to adopt modernized learning techniques by developing ICT infrastructure and enhancing internet connectivity, driving the adoption of learning analytics solutions. For instance, initiatives by the Indian government, such as SWAYAM, E-Basta, Rashtriya Madhyamik Shiksha Abhiyan (RMSA), Skill India, and Digital India are enabling modern ICT infrastructures needed by students and teachers in the country. Furthermore, governments of other developing countries in Asia-Pacific, including Singapore, Malaysia, and Thailand, also consider analytics an effective way for development across different sectors, including education & learning. Thus, supportive government initiatives are expected to encourage modernized learning, driving the growth of the education & learning analytics market.
Some of the government initiatives in this space are as follows:
- In 2021, the U.S. government passed a new law, the American Rescue Plan Act of 2021 (ARPA), providing a total of USD 170.3 billion in funding for education. This funding includes more than USD 125.4 billion for state K–12 public education programs and USD 39.6 billion for higher education, with the remaining funds going to other educational programs and activities. The act also provides USD 7.2 billion in funding for the federal E-Rate program, which will be extended to provide devices and connectivity to students, educators, and patrons of public libraries.
- In 2020, the Australian Ministry of Education announced plans to invest USD 50 million through 2024 to support university-initiated proposals designed to increase innovation, capability, and efficacy in higher education. The ministry approved 35 proposals at 22 public universities in the areas of Digitization in Teaching and Learning, Learning Analytics, Skills for the Digital Age, Usage of Digital Transformation for the Social Dimension, Open Science and E-Administration.
- In 2019, the German government announced plans to invest USD 5.9 billion (EUR 5 billion) between (2019–2024) in digitalizing the country’s education sector.
Key Findings in the Global Education & learning analytics Market Study:
The Software Segment to Witness the Largest Share Through 2029
Based on offering, the education & learning analytics market is segmented into software and services. In 2022, the software segment is expected to account for a larger share of the global education & learning analytics market. The segment's growth is mainly attributed to software's ability to pinpoint individual learning styles and anchoring content that better matches the learner’s learning style.
In 2022, the Academic Institutions Segment is Poised to Dominate the Education & Learning Analytics Market
Based on user group, the education & learning analytics market is segmented into academic institutions and corporate users. In 2022, the academic institutions segment is expected to account for the larger share of the global education & learning analytics market. Academic institutions’ growing dependence on technology has led them to adopt innovative solutions that help make data-driven decisions.
Based on geography, the market is broadly segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. In 2022, North America is expected to account for the largest share of the global education & learning analytics market. The education and technology infrastructure in the U.S and Canada is approaching its maturity, and the region is home to a majority of recognized education and learning analytics providers. Besides, the constant incorporation of education and learning analytics by school districts and private schools is also helping the region retain its dominance in the global market.
Key Players
The report includes a competitive landscape based on an extensive assessment of the key strategic developments adopted by the leading market participants in the education & learning analytics market over the last three years. The key players profiled in the global education & learning analytics market are Microstrategy Incorporated (U.S.), TIBCO Software Inc. (U.S.), Alteryx Inc. (U.S.), D2L Corporations (Canada), SAS Institute Inc. (U.S.), IBM Corporation (U.S.), Microsoft Corporations (U.S.), Cornerstone OnDemand, Inc. (U.S.), SAP SE (U.S.), Oracle Corporations (U.S.), Blackboard Inc. (U.S.), Tableau Software (U.S.), Qlik (U.S.), Yellowfin (Australia), and Latitude CG, LLC (U.S.), among others.
Scope of the Report:
Education & Learning Analytics Market, by Offering
- Software
- Services
- Managed Services
- Professional Services
- Technical Support and Maintenance
- Consulting Services
Education & Learning Analytics Market, by Deployment Mode
- On-Premise
- Cloud-Based
Education & Learning Analytics Market, by Application
- People Acquisition & Retention
- Curriculum Development
- Operations Management
- Finance Management
- Performance Management
- Other Applications
Education & Learning Analytics Market, by User Group
- Academic Institutions
- Higher Education
- K-12
- Corporate Users
- Large Enterprises
- Small & Medium-Sized Enterprises
Education & Learning Analytics Market, by Region
- North America
- U.S.
- Canada
- Europe
- Germany
- U.K.
- France
- Italy
- Spain
- Rest of Europe
- Asia-Pacific
- Japan
- China
- India
- South Korea
- Rest of Asia-Pacific
- Latin America
- Mexico
- Brazil
- Rest of Latin America
- Middle East & Africa
- UAE
- Israel
- Rest of MEA
Key questions answered in the report:
The global education & learning analytics market is projected to reach $36.59 billion by 2029 at a CAGR of 23.8% during the forecast period.
The market's growth is attributed to the factors such as the growing need for data-driven decisions to improve the quality of education and extensive government initiatives for education modernization. The incorporation of machine learning and artificial intelligence in education & learning analytics is expected to create growth opportunities for the players operating in this market.
The key players operating in the global education & learning analytics market are Microstrategy Incorporated (U.S.), TIBCO Software Inc. (U.S.), Alteryx Inc. (U.S.), D2L Corporations (Canada), SAS Institute Inc. (U.S.), IBM Corporation (U.S.), Microsoft Corporations (U.S.), Cornerstone OnDemand, Inc. (U.S.), SAP SE (U.S.), Oracle Corporations (U.S.), Blackboard Inc. (U.S.), Tableau Software (U.S.), Qlik (U.S.), Yellowfin (Australia), and Latitude CG, LLC (U.S.), among others.
North America dominates the global education & learning analytics market, and Asia-Pacific is expected to grow at the highest CAGR over the coming years.
1. Introduction
1.1. Market Definition
1.2. Market Ecosystem
1.3. Currency and Limitations
1.3.1. Currency
1.3.2. Limitations
1.4. Key Stakeholders
2. Research Methodology
2.1. Research Approach
2.2. Data Collection & Validation
2.2.1. Secondary Research
2.2.2. Primary Research
2.3. Market Assessment
2.3.1. Market Size Estimation
2.3.2. Bottom-Up Approach
2.3.3. Top-Down Approach
2.3.4. Growth Forecast
2.4. Assumptions For The Study
3. Executive Summary
3.1. Market Overview
3.2. Market Analysis, by Offering
3.3. Market Analysis by Deployment Mode
3.4. Market Analysis, by Application
3.5. Market Analysis, by User Group
3.6. Market Analysis, by Geography
3.7. Competitive Analysis
4. Market Insights
4.1. Introduction
4.2. Global Education & Learning Analytics Market Drivers: Impact Analysis (2022–2029)
4.2.1. Growing Need For Data-Driven Decisions To Improve The Quality of Education
4.2.2. Extensive Government Initiatives For Education Modernization
4.3. Global Education & Learning Analytics Market Restraints: Impact Analysis (2022–2029)
4.3.1. Lack of Awareness Regarding Education Analytics Standards and Data Hygiene Among Educational Institutes
4.4. Global Education & Learning Analytics Market Opportunities: Impact Analysis (2022–2029)
4.4.1. Incorporation of Machine Learning and Artificial Intelligence In Education & Learning Analytics
4.5. Global Education & Learning Analytics Market Challenges: Impact Analysis (2022–2029)
4.5.1. Data Privacy & Security Concerns
4.5.2. Misconceptions and A Lack of Knowledge Regarding Education & Learning Analytics Solutions
4.6. Global Education & Learning Analytics Market Trends: Impact Analysis (2022–2029)
4.6.1. Growing Utilization of Cloud-Based Learning Analytics Solutions
4.6.2. Increasing Adoption of Distance Learning
5. The Impact of Covid-19 on the Global Education & Learning Analytics Market
6. Global Education & Learning Analytics Market, by Offering
6.1. Introduction
6.2. Software
6.3. Services
6.3.1. Professional Services
6.3.1.1. Technical Support & Maintenance Services
6.3.1.2. Consulting Services
6.3.2. Managed Services
7. Global Education & Learning Analytics Market, by Deployment Mode
7.1. Introduction
7.2. Cloud-Based
7.3. On-Premise
8. Global Education & Learning Analytics Market, by Application
8.1. Introduction
8.2. Performance Management
8.3. People Acquisition & Retention
8.4. Operations Management
8.5. Finance Management
8.6. Curriculum Development
8.7. Other Applications
9. Global Education & Learning Analytics Market, by User Group
9.1. Introduction
9.2. Academic Institutions
9.2.1. Higher Education
9.2.2. K-12
9.3. Corporate Users
9.3.1. Large Enterprises
9.3.2. Small & Medium-Sized Enterprises
10. Education & Learning Analytics Market, by Geography
10.1. Introduction
10.2. North America
10.2.1. U.S.
10.2.2. Canada
10.3. Europe
10.3.1. U.K.
10.3.2. Germany
10.3.3. France
10.3.4. Italy
10.3.5. Spain
10.3.6. Rest of Europe
10.4. Asia-Pacific
10.4.1. Japan
10.4.2. China
10.4.3. India
10.4.4. South Korea
10.4.5. Rest of Asia-Pacific
10.5. Latin America
10.5.1. Brazil
10.5.2. Mexico
10.5.3. Rest of Latin America
10.6. Middle East & Africa
10.6.1. UAE
10.6.2. Israel
10.6.3. Rest of The Middle East & Africa
11. Competitive Landscape
11.1. Introduction
11.2. Key Growth Strategies
11.2.1. Market Differentiators
11.2.2. Synergy Analysis: Major Deals & Strategic Alliances
11.3. Competitive Dashboard
11.3.1. Industry Leaders
11.3.2. Market Differentiators
11.3.3. Vanguards
11.3.4. Emerging Companies
11.4. Vendor Market Positioning
11.5. Market Share Analysis (2020)
12. Company Profiles (Business Overview, Financial Overview, Service Portfolio, and Strategic Developments)
12.1. Alteryx, Inc.
12.2. Blackboard Inc. (A Part of Anthology Inc.)
12.3. Cornerstone OnDemand, Inc. (A Part of Clearlake Capital Group, L.P.)
12.4. D2l Corporation (A Part of D2l Inc.)
12.5. IBM Corporation
12.6. Latitude CG, LLC
12.7. Microsoft Corporation
12.8. MicroStrategy Incorporated
12.9. Oracle Corporation
12.10. Qliktech International AB
12.11. SAS Institute Inc.
12.12. SAP SE
12.13. Tableau Software, LLC. (Salesforce, Inc.)
12.14. Tibco Software Inc.
12.15. Yellowfin International PTY LTD (Idera, Inc.)
13. Appendix
13.1. Questionnaire
13.2. Available Customization
List of Tables:
Table 1 Currency Conversion Rates (2018–2022)
Table 2 Global Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 3 Education & Learning Analytics Software Market Size, by Country, 2020–2029 (USD Million)
Table 4 Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 5 Education & Learning Analytics Services Market Size, by Country, 2020–2029 (USD Million)
Table 6 Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 7 Professional Services Market Size, by Country, 2020–2029 (USD Million)
Table 8 Technical Support & Maintenance Services Market Size, by Country, 2020–2029 (USD Million)
Table 9 Consulting Services Market Size, by Country, 2020–2029 (USD Million)
Table 10 Managed Services Market Size, by Country, 2020–2029 (USD Million)
Table 11 Global Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 12 Global Cloud-Based Education & Learning Analytics Market Size, by Country, 2020–2029 (USD Million)
Table 13 Global On-Premise Education & Learning Analytics Market Size, by Country, 2020–2029 (USD Million)
Table 14 Global Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 15 Education & Learning Analytics Market Size for Performance Management, by Country/Region, 2020–2029 (USD Million)
Table 16 Education & Learning Analytics Market Size for People Acquisition & Retention, by Country/Region, 2020–2029 (USD Million)
Table 17 Education & Learning Analytics Market Size for Operations Management, by Country/Region, 2020–2029 (USD Million)
Table 18 Education & Learning Analytics Market Size for Finance Management, by Country/Region, 2020–2029 (USD Million)
Table 19 Education & Learning Analytics Market Size for Curriculum Development, by Country/Region, 2020–2029 (USD Million)
Table 20 Education & Learning Analytics Market Size for Other Applications, by Country/Region, 2020–2029 (USD Million)
Table 21 Global Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 22 Global Education & Learning Analytics Market Size For Academic institutions, by Type, 2020–2029 (USD Million)
Table 23 Global Education & Learning Analytics Market Size for Academic institutions, by Country, 2020–2029 (USD Million)
Table 24 Global Education & Learning Analytics Market Size for Higher Education, by Country, 2020–2029 (USD Million)
Table 25 Global Education & Learning Analytics Market Size for K-12, by Country, 2020–2029 (USD Million)
Table 26 Global Education & Learning Analytics Market Size for Corporate Users, by Country, 2020–2029 (USD Million)
Table 27 Global Education & Learning Analytics Market Size for Corporate Users, by Type, 2020–2029 (USD Million)
Table 28 Global Education & Learning Analytics Market Size for Large Enterprises, by Country, 2020–2029 (USD Million)
Table 29 Global Education & Learning Analytics Market Size for Small & Medium-Sized Enterprises, by Country, 2020–2029 (USD Million)
Table 30 Global Education & Learning Analytics Market Size, by Country, 2020–2029 (USD Million)
Table 31 North America: Education & Learning Analytics Market Size, by Country, 2020–2029 (USD Million)
Table 32 North America: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 33 North America: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 34 North America: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 35 North America: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 36 North America: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 37 North America: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 38 North America: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 39 North America: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 40 U.S.: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 41 U.S.: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 42 U.S.: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 43 U.S.: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 44 U.S.: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 45 U.S.: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 46 U.S.: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 47 U.S.: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 48 Canada: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 49 Canada: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 50 Canada: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 51 Canada: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 52 Canada: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 53 Canada: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 54 Canada: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 55 Canada: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 56 Europe: Education & Learning Analytics Market Size, by Country, 2020–2029 (USD Million)
Table 57 Europe: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 58 Europe: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 59 Europe: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 60 Europe: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 61 Europe: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 62 Europe: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 63 Europe: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 64 Europe: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 65 U.K.: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 66 U.K.: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 67 U.K.: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 68 U.K.: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 69 U.K.: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 70 U.K.: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 71 U.K.: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 72 U.K.: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 73 Germany: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 74 Germany: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 75 Germany: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 76 Germany: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 77 Germany: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 78 Germany: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 79 Germany: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 80 Germany: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 81 France: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 82 France: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 83 France: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 84 France: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 85 France: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 86 France: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 87 France: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 88 France: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 89 Italy: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million) 116
Table 90 Italy: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 91 Italy: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 92 Italy: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 93 Italy: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million) 117
Table 94 Italy: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million) 118
Table 95 Italy: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 96 Italy: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 97 Spain: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 98 Spain: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 99 Spain: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 100 Spain: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 101 Spain: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 102 Spain: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 103 Spain: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 104 Spain: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 105 Rest of Europe: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 106 Rest of Europe: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD million)
Table 107 Rest of Europe: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 108 Rest of Europe: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 109 Rest of Europe: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 110 Rest of Europe: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 111 Rest of Europe: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 112 Rest of Europe: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 113 Asia-Pacific: Education & Learning Analytics Market Size, by Country, 2020–2029 (USD Million)
Table 114 Asia-Pacific: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 115 Asia-Pacific: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 116 Asia-Pacific: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 117 Asia-Pacific: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 118 Asia-Pacific: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 119 Asia-Pacific: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 120 Asia-Pacific: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 121 Asia-Pacific: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 122 Japan: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 123 Japan: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 124 Japan: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 125 Japan: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 126 Japan: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 127 Japan: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 128 Japan: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 129 Japan: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 130 China: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 131 China: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 132 China: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 133 China: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 134 China: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 135 China: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 136 China: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 137 China: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 138 India: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 139 India: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 140 India: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 141 India: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 142 India: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 143 India: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 144 India: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 145 India: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 146 South Korea: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 147 South Korea: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 148 South Korea: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 149 South Korea: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 150 South Korea: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 151 South Korea: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 152 South Korea: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 153 South Korea: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 154 Rest of Asia-Pacific: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 155 Rest of Asia-Pacific: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 156 Rest of Asia-Pacific: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 157 Rest of Asia-Pacific: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 158 Rest of Asia-Pacific: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 159 Rest of Asia-Pacific: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 160 Rest of Asia-Pacific: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 161 Rest of Asia-Pacific: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 162 Latin America: Education & Learning Analytics Market Size, by Country, 2020–2029 (USD Million)
Table 163 Latin America: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 164 Latin America: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 165 Latin America: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 166 Latin America: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 167 Latin America: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 168 Latin America: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 169 Latin America: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 170 Latin America: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 171 Brazil: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 172 Brazil: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 173 Brazil: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 174 Brazil: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 175 Brazil: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 176 Brazil: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 177 Brazil: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 178 Brazil: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 179 Mexico: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 180 Mexico: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 181 Mexico: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 182 Mexico: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 183 Mexico: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 184 Mexico: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 185 Mexico: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 186 Mexico: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 187 Rest of Latin America: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 188 Rest of Latin America: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 189 Rest of Latin America: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 190 Rest of Latin America: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 191 Rest of Latin America: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 192 Rest of Latin America: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 193 Rest of Latin America: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 194 Rest of Latin America: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 195 Middle East & Africa: Education & Learning Analytics Market Size, by Country, 2020–2029 (USD Million)
Table 196 Middle East & Africa: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 197 Middle East & Africa: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 198 Middle East & Africa: Professional Services Market Size, by Type, 2020–2029 (USD Million) 169
Table 199 Middle East & Africa: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 200 Middle East & Africa: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 201 Middle East & Africa: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 202 Middle East & Africa: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 203 Middle East & Africa: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 204 UAE: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million) 171
Table 205 UAE: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 206 UAE: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 207 UAE: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 208 UAE: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million) 173
Table 209 UAE: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million) 173
Table 210 UAE: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 211 UAE: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 212 Israel: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 213 Israel: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 214 Israel: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 215 Israel: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 216 Israel: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 217 Israel: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 218 Israel: Academic institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 219 Israel: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 220 Rest of Middle East & Africa: Education & Learning Analytics Market Size, by Component, 2020–2029 (USD Million)
Table 221 Rest of Middle East & Africa: Education & Learning Analytics Services Market Size, by Type, 2020–2029 (USD Million)
Table 222 Rest of Middle East & Africa: Professional Services Market Size, by Type, 2020–2029 (USD Million)
Table 223 Rest of Middle East & Africa: Education & Learning Analytics Market Size, by Deployment Mode, 2020–2029 (USD Million)
Table 224 Rest of Middle East & Africa: Education & Learning Analytics Market Size, by Application, 2020–2029 (USD Million)
Table 225 Rest of Middle East & Africa: Education & Learning Analytics Market Size, by User Group, 2020–2029 (USD Million)
Table 226 Rest of Middle East & Africa: Academic Institute Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 227 Rest of Middle East & Africa: Corporate User Education & Learning Analytics Market Size, by Type, 2020–2029 (USD Million)
Table 228 Recent Developments by Major Market Players (2019–2022)
Table 229 Product/Service Launches in the Education & Learning Analytics Market (2019–2022)
Table 230 Key Synergic Developments in the Education & Learning Analytics Market (2019–2022)
Table 231 Recent Product/Service Enhancements in the Education & Learning Analytics Market (2019–2022)
List of Figures:
Figure 1 Research Process
Figure 2 Primary Research Techniques
Figure 3 Key Executives Interviewed
Figure 4 Breakdown Of Primary Interviews (Supply-Side & Demand-Side)
Figure 5 Market Sizing and Growth Forecast Approach
Figure 6 Key Insights
Figure 7 Global Education & Learning Analytics Market Size, by Offering, 2022 Vs. 2029 (USD Million)
Figure 8 Global Education & Learning Analytics Market Size, by Deployment Mode, 2022 Vs. 2029 (USD Million)
Figure 9 Global Education & Learning Analytics Market Size, by Application, 2022 Vs. 2029 (USD Million)
Figure 10 Global Education & Learning Analytics Market Size, by User Group, 2022 Vs. 2029 (USD Million)37
Figure 11 Geographic Snapshot: Education & Learning Analytics Market
Figure 12 Market Dynamics
Figure 13 Global Education & Learning Analytics Market Size, by Offering, 2022 Vs 2029 (USD Million)
Figure 14 Global Education & Learning Analytics Market Size, by Deployment Mode, 2021 Vs. 2029 (USD Million)
Figure 15 Global Education & Learning Analytics Market Size, by Application, 2022 Vs 2029 (USD Million)
Figure 16 Global Education & Learning Analytics Market Size, by User Group, 2022 Vs. 2029 (USD Million)
Figure 17 Global Education & Learning Analytics Market Size, by Geography, 2022–2029 (USD Million)
Figure 18 Geographic Snapshot: North America Education & Learning Analytics
Figure 19 Geographic Snapshot: Europe Education & Learning Analytics Market
Figure 20 Geographic Snapshot: Asia-Pacific Education & Learning Analytics Market
Figure 21 Geographic Snapshot: Latin America Education & Learning Analytics
Figure 22 Geographic Snapshot: Middle East & Africa Education & Learning Analytics
Figure 23 Growth Strategies Adopted by Leading Market Players (2019–2022)
Figure 24 Competitive Dashboard: Education & Learning Analytics Market
Figure 25 Vendor Market Positioning Analysis (2019–2022)
Figure 26 Global Education & Learning Analytics Market Share, by Key Player (2020)
Figure 27 Alteryx, Inc.: Financial Overview (2021)
Figure 28 Cornerstone Ondemand, Inc. (A Part Of Clearlake Capital Group, L.P.): Financial Overview (2020)
Figure 29 D2l Inc.: Financial Overview (2021)
Figure 30 IBM Corporation: Financial Overview (2021)
Figure 31 Microsoft Corporation: Financial Overview (2021)
Figure 32 MicroStrategy Incorporated: Financial Overview (2021)
Figure 33 Oracle Corporation: Financial Overview (2021)
Figure 34 SAP SE: Financial Overview (2021)
Figure 35 Salesforce, Inc.: Financial Overview (2021)
COVID-19
This report provides pre & post COVID-19 market estimates.
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