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封面
市场调查报告书
商品编码
1986829

教育与学习分析市场规模、份额、趋势和预测：按分析类型、应用、组件、部署模式、最终用户和地区划分，2026-2034 年

Education and Learning Analytics Market Size, Share, Trends and Forecast by Analytics Type, Application, Component, Deployment Mode, End User, and Region, 2026-2034
出版日期: | 出版商: IMARC | 英文 135 Pages | 商品交期: 2-3个工作天内

价格

2025年全球教育与学习分析市场规模为462亿美元。展望未来，IMARC集团预测，该市场将在2026年至2034年间以13.16%的复合年增长率成长，到2034年达到1,453亿美元。目前，北美市场主导地位，预计2025年将占据36.8%的市场。该市场正经历显着增长，主要得益于以学生为中心的分析方法的转变、人工智慧和机器学习整合技术的进步以及对个别化教育的需求。此外，随着全球教育机构利用数据洞察来提升教学成果与效率，教育与学习分析的整体市占率也不断扩大。

教育和学习分析市场的主要驱动因素包括数位化学习平台的日益普及、对个人化教育的日益重视以及教育机构中数据驱动决策的广泛应用。例如，2024年11月，IEMA研发部门宣布推出「AI Tutor」平台，这是一个旨在透过先进的机器学习技术实现个人化教育的突破性平台。该工具涵盖从人工智慧基础知识到生成式人工智慧等不同学习水平，使用户能够按照自己的步调学习。这项倡议代表了教育科技的重大进步。学校和大学正在利用分析技术来追踪学生的学习表现、优化课程并提高学习成果。政府支持智慧教育和将人工智慧及机器学习技术融入教育工具的倡议，以及云端解决方案和即时绩效仪表板的日益普及，都为教育和学习分析市场创造了良好的前景。

美国教育和学习分析市场的主要驱动因素包括数位化课堂的广泛应用、政府对数据驱动型教育的大力支持以及自适应学习技术的日益普及。教育机构正在利用分析技术来监测学生的参与度、识别学习困难的学生并制定个人化的教学方法。 K-12 和高等教育领域对课责和绩效指标的日益重视，推动了学校对分析平台的投资。云端解决方案和人工智慧的融合进一步增强了美国教育领域的即时洞察和个人化学习体验。例如，2025 年 4 月，Panorama Education 宣布收购 Class Companion，这是一款人工智慧工具，可透过即时回馈和个人化教学来提高教师的效率。此次收购旨在改善个人化学习并提升学生的学习成效。预计此次合作将利用 Panorama 的广泛网络，为美国 500 多个学区的教师提供支持，并进一步加深学生的参与度。

教育与学习分析市场的发展趋势：

关注以学生为中心的指标

以学生为中心的分析方法正在重新定义教育机构衡量成功的方式，不再局限于考试成绩，而是涵盖行为模式、情感投入和学习偏好。如今，各种平台能够追踪学生的出席率、参与度、内容参与度，甚至情绪状态，从而实现个别化教学并提升学习成果。这种方法有助于对有风险的学生早期疗育，并创造更具包容性的学习环境。例如，2025年1月，JISC在其「数据至关重要」（Data Matters）大会上宣布推出升级版学习分析平台，旨在提高学生的成功率和留校率。该平台融合了用户回馈，优先考虑符合伦理的数据使用。它重视学生福祉和数据成熟度，同时支持大学应对财务挑战，并根据行业需求不断更新。随着个人化教育日益受到重视，预计对这些工具的需求将显着增长，从而推动教育和学习分析市场的发展。

人工智慧与机器学习的融合

人工智慧和机器学习正在变革教育，使平台能够提供即时洞察、自适应评估和智慧化的个人化教学。这些技术分析海量资料集，个人化学习路径，识别知识缺口，并提供针对性支援。自动化回馈系统帮助教育者更有效地回应学生的需求。例如，2024年10月，LearningMate Solutions和MarkovML宣布建立合作伙伴关係，旨在透过人工智慧驱动的预测分析来提升高等教育。该合作旨在利用基于云端的分析系统来预测成绩、优化招生策略并提高营运效率，从而提高学生的成功率，以应对当今教育环境中大学面临的关键挑战。随着教育机构越来越重视技术驱动的教学，教育和学习分析市场的预测显示，在人工智慧驱动的创新推动下，该市场将持续成长，这些创新将提高学习者的参与度和学业成果。

预测分析的兴起

随着教育机构积极寻求提升学生成功率，预测分析正日益受到重视。透过分析过往的学业数据、出勤模式和参与度指标，这些模型能够预测学业趋势并识别有辍学风险的学生。这种早期发现有助于及时介入、提供个人化支援并提高学生留校率。教育机构正将这些功能整合到学习管理系统中，以简化决策流程。对数据驱动型洞察的日益依赖凸显了预测分析作为现代教育策略核心趋势的重要性。

目录

第一章：序言

第二章：调查方法

  • 调查目的
  • 相关利益者
  • 数据来源
    • 主要讯息
    • 二手资讯
  • 市场估值
    • 自下而上的方法
    • 自上而下的方法
  • 调查方法

第三章执行摘要

第四章：引言

第五章：全球教育与学习分析市场

  • 市场概览
  • 市场表现
  • 新冠疫情的影响
  • 市场预测

第六章 市场区隔：依分析类型

  • 说明的
  • 预测分析
  • 处方

第七章 市场区隔：依应用领域划分

  • 人员招募与留任
  • 课程开发和介入管理
  • 绩效管理
  • 预算和财务管理
  • 企业管理
  • 其他的

第八章 市场区隔：依组件划分

  • 软体
  • 服务

第九章 市场区隔：依部署方式划分

  • 现场
  • 基于云端的

第十章 市场区隔：依最终用户划分

  • 教育机构
  • 公司

第十一章 市场区隔：按地区划分

  • 北美洲
    • 我们
    • 加拿大
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
    • 印尼
    • 其他的
  • 欧洲
    • 德国
    • 法国
    • 英国
    • 义大利
    • 西班牙
    • 俄罗斯
    • 其他的
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 其他的
  • 中东和非洲

第十二章 SWOT 分析

第十三章：价值链分析

第十四章：波特五力分析

第十五章：价格分析

第十六章 竞争格局

  • 市场结构
  • 主要企业
  • 主要企业简介
    • Alteryx Inc.
    • Blackboard Inc.
    • G-Cube
    • Inetsoft Technology Corp.
    • Information Builders Inc.
    • iSpring Solutions Inc.
    • MicroStrategy Incorporated
    • Saba Software Inc.（Cornerstone OnDemand Inc.）
    • SAP SE
    • SAS Institute Inc.
    • Yellowfin Business Intelligence Co.
Product Code: SR112026A2379

The global education and learning analytics market size was valued at USD 46.2 Billion in 2025. Looking forward, IMARC Group estimates the market to reach USD 145.3 Billion by 2034, exhibiting a CAGR of 13.16% from 2026-2034. North America currently dominates the market, holding a market share of 36.8% in 2025. The market is witnessing significant growth, driven by shifting focus toward student-centric analytics, rising integration of AI and machine learning, and demand for personalized education. Moreover, institutions worldwide are using data insights to improve outcomes and efficiency, strengthening the overall education and learning analytics market share.

Key drivers in the education and learning analytics market include the rising adoption of digital learning platforms, increasing focus on personalized education and growing use of data-driven decision-making in academic institutions. For instance, in November 2024, IEMA Research & Development announced the launch of its AI Tutor a groundbreaking platform aimed at personalizing education through advanced machine learning. The tool caters to various learning levels from AI fundamentals to generative AI enabling users to learn at their own pace. The initiative marks a significant advancement in educational technology. Schools and universities are leveraging analytics to track student performance, optimize curricula and improve learning outcomes. Government initiatives supporting smart education and the integration of AI and machine learning into educational tools are creating a positive education and learning analytics market outlook alongside the expanding use of cloud-based solutions and real-time performance dashboards.

Key drivers in the United Staes education and learning analytics market include widespread digitalization of classrooms, strong government support for data-driven education and increased adoption of adaptive learning technologies. Institutions are using analytics to monitor student engagement, identify at-risk learners and tailor instructional methods. The growing emphasis on accountability and performance metrics in K-12 and higher education is pushing schools to invest in analytics platforms. Cloud-based solutions and AI integration are further enhancing real-time insights and personalized learning experiences across the United States education sector. For instance, in April 2025, Panorama Education announced the acquisition of Class Companion an AI tool that enhances educator efficiency through real-time feedback and tutoring. This acquisition aims to improve personalized learning and student success. The partnership will leverage Panorama's extensive reach to support educators and foster deeper student engagement across 500+ districts nationwide.

EDUCATION AND LEARNING ANALYTICS MARKET TRENDS:

Focus on Student-Centric Metrics

The shift toward student-centric analytics is redefining how institutions measure success, moving beyond test scores to include behavioral patterns, emotional engagement, and learning preferences. Platforms now track attendance, participation, content interaction, and even sentiment to personalize instruction and boost outcomes. This approach supports early intervention for at-risk students and fosters a more inclusive learning environment. For instance, in January 2025, Jisc announced the launch of an updated learning analytics platform at the Data Matters conference aimed at improving student success and retention. Incorporating feedback from users, the platform emphasizes ethical data use. It supports universities in navigating financial challenges while prioritizing student wellbeing and data maturity, with ongoing updates based on sector needs. As personalized education becomes a priority, the demand for such tools is expected to grow significantly, strengthening the education and learning analytics market growth.

AI and Machine Learning Integration

AI and machine learning are transforming the education landscape by enabling platforms to deliver real-time insights, adaptive assessments, and intelligent tutoring. These technologies analyze vast datasets to personalize learning paths, identify knowledge gaps, and offer targeted support. Automated feedback systems help educators respond more effectively to student needs. For instance, in October 2024, LearningMate Solutions and MarkovML announced their partnership to enhance higher education through AI-powered predictive analytics. Their collaboration aims to improve student success by forecasting performance, optimizing enrolment strategies, and increasing operational efficiency with a cloud-based analytics system, addressing critical challenges faced by universities in today's educational landscape. With institutions increasingly prioritizing tech-enhanced instruction, the education and learning analytics market forecast points to sustained growth driven by AI-powered innovations that improve both learner engagement and academic outcomes.

Rise of Predictive Analytics

Predictive analytics is gaining traction as educational institutions aim to proactively support student success. By analyzing historical academic data, attendance patterns, and engagement metrics, these models can forecast performance trends and flag students at risk of dropping out. This early identification enables timely interventions, personalized support, and improved retention rates. Institutions are embedding these capabilities into learning management systems to streamline decision-making. The growing reliance on data-driven insights underscores predictive analytics as a core trend in modern education strategy.

EDUCATION AND LEARNING ANALYTICS INDUSTRY SEGMENTATION:

Analysis by Analytics Type:

  • Descriptive
  • Predictive
  • Prescriptive

Descriptive analytics currently holds the largest share in the education and learning analytics market, driven by its foundational role in data interpretation. Institutions use it to summarize historical data, track academic performance, monitor attendance, and identify learning trends. This form of analytics provides a clear snapshot of what has happened, helping educators make informed decisions without the complexity of predictive or prescriptive models. Its ease of implementation and actionable insights make it a preferred choice for schools and universities adopting data-driven education strategies.

Analysis by Application:

  • People Acquisition and Retention
  • Curriculum Development and Intervention Management
  • Performance Management
  • Budget and Finance Management
  • Operations Management
  • Others

Performance management leads the market with around 27.2% of market share in 2025. Performance management is a leading application in the education and learning analytics market, as institutions increasingly rely on analytics to monitor and enhance both student and educator outcomes. Through real-time dashboards and performance tracking tools, schools can assess academic progress, set benchmarks, and identify areas needing support. These insights help tailor teaching strategies, allocate resources efficiently, and boost overall institutional effectiveness. As accountability and results-driven approaches gain importance, performance management remains a primary driver of analytics adoption across educational settings.

Analysis by Component:

  • Software
  • Services

Software leads the market with around 77.4% of market share in 2025. Software dominates the education and learning analytics market, driven by the widespread deployment of cloud-based platforms, learning management systems (LMS), and AI-powered analytics tools. These software solutions enable real-time data collection, visualization, and interpretation, helping institutions enhance decision-making and personalize learning experiences. They are easily scalable, integrate with existing educational infrastructure, and offer dashboards for tracking engagement, performance, and outcomes. As digital education continues to expand, the demand for robust, user-friendly analytics software is fueling market leadership in this segment.

Analysis by Deployment Mode:

  • On-premises
  • Cloud-based

Cloud-based solutions lead the education and learning analytics market due to their scalability, accessibility, and cost-efficiency. These platforms allow institutions to collect, store, and analyze large volumes of student data in real time without heavy on-premise infrastructure. They support remote learning, enable seamless integration with other digital tools, and provide educators with flexible dashboards to monitor performance and engagement. As education increasingly shifts online and hybrid models gain traction, cloud-based analytics are becoming the preferred choice for data-driven academic environments.

Analysis by End User:

  • Academic Institutions
  • Enterprises

Enterprises are emerging as key leaders in the education and learning analytics market, especially as corporate training and upskilling become central to workforce development. Companies are using analytics to assess employee performance, personalize training programs, and measure learning outcomes. These insights help optimize training investments and align learning with business goals. With a growing focus on continuous learning and digital skill-building, enterprises are adopting advanced analytics platforms to drive productivity, retention, and innovation, thereby significantly contributing to market growth in this segment.

Regional Analysis:

  • North America
    • United States
    • Canada
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Indonesia
    • Others
  • Europe
    • Germany
    • France
    • United Kingdom
    • Italy
    • Spain
    • Russia
    • Others
  • Latin America
    • Brazil
    • Mexico
    • Others
  • Middle East and Africa

In 2025, North America accounted for the largest market share of over 36.8%. North America accounted for the largest share in the education and learning analytics market, supported by early technology adoption, robust digital infrastructure, and strong investments in EdTech. Educational institutions across the United States and Canada are leveraging analytics to enhance learning outcomes, improve administrative efficiency, and support personalized education. Government initiatives, along with the presence of major analytics solution providers, further contribute to regional dominance. The widespread use of AI, cloud platforms, and performance monitoring tools continues to drive market leadership in North America.

KEY REGIONAL TAKEAWAYS:

UNITED STATES EDUCATION AND LEARNING ANALYTICS MARKET ANALYSIS

In 2025, the United States accounted for over 88.60% of the education and learning analytics market in North America. The education and learning analytics market in the United States is undergoing notable expansion as more educational institutions embrace data-driven decision-making. Schools and universities are utilizing analytics to boost student engagement, enhance learning results, and improve overall institutional efficiency. The application of artificial intelligence, machine learning, and big data analytics is fostering innovation, allowing for personalized learning experiences and predictive analysis of student performance. The growing demand for adaptive learning technologies and real-time data insights is further fueling market expansion. Higher education institutions and K-12 schools are implementing analytics solutions to streamline administrative operations and enhance curriculum development. According to the International Trade Administration, tablets are used in 85 percent of U.S. K-12 school districts, reflecting the rapid integration of digital tools in classrooms. This widespread adoption of technology is generating vast amounts of data, which institutions are utilizing to refine teaching strategies and improve student outcomes through analytics-driven insights. Additionally, the rising investments in EdTech solutions and the increasing focus on digital transformation are contributing to market growth. The adoption of cloud-based analytics platforms is also expanding, providing scalable and cost-effective solutions for educational institutions.

EUROPE EDUCATION AND LEARNING ANALYTICS MARKET ANALYSIS

The Europe education and learning analytics market is witnessing steady expansion, driven by the rising emphasis on data-driven education strategies. The adoption of digital learning platforms and artificial intelligence-based analytics is enabling institutions to offer personalized and adaptive learning solutions. The shift toward competency-based education and outcome-driven learning models is further propelling the demand for analytics tools. Institutions are leveraging real-time data insights to refine teaching methodologies and enhance student engagement. Cloud-based analytics solutions are gaining traction due to their scalability and ease of implementation. The European Commission's DIGITAL program is set to allocate €55 million towards enhancing advanced digital skills. This initiative will emphasize specialized training in crucial domains, including virtual worlds, edge computing, quantum computing, photonics, and robotics and automation. This substantial funding aims to promote the use of analytics tools in these specific areas, broadening their implementation beyond conventional educational environments.

ASIA PACIFIC EDUCATION AND LEARNING ANALYTICS MARKET ANALYSIS

The Asia Pacific education and learning analytics market region is expanding rapidly, driven by the increasing digitalization of education and the growing adoption of AI-powered analytics solutions. Educational institutions are integrating analytics tools to track student progress, enhance personalized learning experiences, and optimize curriculum design. The widespread use of e-learning platforms and the growing investment in EdTech infrastructure are further fueling market growth. According to the Ministry of Finance, the percentage of schools equipped with computers in India increased from 38.5% in 2019-20 to 57.2% in 2023-24, while internet access rose from 22.3% to 53.9% during the same period, as reported in the UDISE+ 2023-24 report. This increased digital infrastructure is generating vast amounts of data, which educational institutions are leveraging through analytics to improve student engagement and streamline administrative processes.

LATIN AMERICA EDUCATION AND LEARNING ANALYTICS MARKET ANALYSIS

The Latin American education and learning analytics market is growing due to the adoption of digital learning solutions and data analytics, enhancing student performance tracking, optimizing learning strategies, and improving efficiency, with cloud-based solutions gaining prominence for scalability and cost-effectiveness. The growing emphasis on digital transformation in education and the expansion of online learning platforms are further supporting market growth. In 2024, a National Plan for AI was unveiled, dedicating roughly USD 4 billion to enhance business innovation initiatives and invest in AI infrastructure and development, according to the International Trade Administration. This significant funding is anticipated to boost the implementation of AI-driven analytics tools in educational institutions, promoting data-informed decision-making and personalized learning experiences.

MIDDLE EAST AND AFRICA EDUCATION AND LEARNING ANALYTICS MARKET ANALYSIS

The Middle East and Africa's education and learning analytics market is expanding due to the rise of digital learning technologies, and the use of AI-powered platforms and cloud-based analytics solutions. The shift toward personalized learning experiences and competency-based education is also driving growth. Additionally, the rise of e-learning platforms and investments in EdTech infrastructure are contributing to market expansion. Saudi Arabia has strengthened its role as a key tech and investment center during LEAP 24, unveiling USD 888 Million in investment funds and funding initiatives aimed at fostering innovation and tech entrepreneurship. These significant investments are anticipated to enhance the use of advanced analytics tools within educational institutions, thereby accelerating market growth.

COMPETITIVE LANDSCAPE:

The competitive landscape of the education and learning analytics market is influenced by rapid technology advancements and mounting needs for data-driven learning solutions. Providers are concentrating on providing integrated platforms that encompass real-time data tracking, adaptive learning, and performance analytics. Priority is given to easy-to-use interfaces, smooth integration with existing systems, and robust data security protocols. Competition is growing as companies invest in AI capabilities, cloud-based offerings, and scalable architectures to address changing institutional requirements. Strategic partnerships, research investments, and geographic expansion continue to be primary strategies for establishing market presence and differentiating products.

The report provides a comprehensive analysis of the competitive landscape in the education and learning analytics market with detailed profiles of all major companies, including:

  • Alteryx Inc.
  • Blackboard Inc.
  • G-Cube
  • Inetsoft Technology Corp.
  • Information Builders Inc.
  • iSpring Solutions Inc.
  • MicroStrategy Incorporated
  • Saba Software Inc. (Cornerstone OnDemand Inc.)
  • SAP SE
  • SAS Institute Inc.
  • Yellowfin Business Intelligence Co.

KEY QUESTIONS ANSWERED IN THIS REPORT

1. How big is the education and learning analytics market?

2. What is the future outlook of education and learning analytics market?

3. What are the key factors driving the education and learning analytics market?

4. Which region accounts for the largest education and learning analytics market share?

5. Which are the leading companies in the global education and learning analytics market?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Education and Learning Analytics Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Analytics Type

  • 6.1 Descriptive
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Predictive
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast
  • 6.3 Prescriptive
    • 6.3.1 Market Trends
    • 6.3.2 Market Forecast

7 Market Breakup by Application

  • 7.1 People Acquisition and Retention
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Curriculum Development and Intervention Management
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast
  • 7.3 Performance Management
    • 7.3.1 Market Trends
    • 7.3.2 Market Forecast
  • 7.4 Budget and Finance Management
    • 7.4.1 Market Trends
    • 7.4.2 Market Forecast
  • 7.5 Operations Management
    • 7.5.1 Market Trends
    • 7.5.2 Market Forecast
  • 7.6 Others
    • 7.6.1 Market Trends
    • 7.6.2 Market Forecast

8 Market Breakup by Component

  • 8.1 Software
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Services
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast

9 Market Breakup by Deployment Mode

  • 9.1 On-premises
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Cloud-based
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast

10 Market Breakup by End User

  • 10.1 Academic Institutions
    • 10.1.1 Market Trends
    • 10.1.2 Market Forecast
  • 10.2 Enterprises
    • 10.2.1 Market Trends
    • 10.2.2 Market Forecast

11 Market Breakup by Region

  • 11.1 North America
    • 11.1.1 United States
      • 11.1.1.1 Market Trends
      • 11.1.1.2 Market Forecast
    • 11.1.2 Canada
      • 11.1.2.1 Market Trends
      • 11.1.2.2 Market Forecast
  • 11.2 Asia Pacific
    • 11.2.1 China
      • 11.2.1.1 Market Trends
      • 11.2.1.2 Market Forecast
    • 11.2.2 Japan
      • 11.2.2.1 Market Trends
      • 11.2.2.2 Market Forecast
    • 11.2.3 India
      • 11.2.3.1 Market Trends
      • 11.2.3.2 Market Forecast
    • 11.2.4 South Korea
      • 11.2.4.1 Market Trends
      • 11.2.4.2 Market Forecast
    • 11.2.5 Australia
      • 11.2.5.1 Market Trends
      • 11.2.5.2 Market Forecast
    • 11.2.6 Indonesia
      • 11.2.6.1 Market Trends
      • 11.2.6.2 Market Forecast
    • 11.2.7 Others
      • 11.2.7.1 Market Trends
      • 11.2.7.2 Market Forecast
  • 11.3 Europe
    • 11.3.1 Germany
      • 11.3.1.1 Market Trends
      • 11.3.1.2 Market Forecast
    • 11.3.2 France
      • 11.3.2.1 Market Trends
      • 11.3.2.2 Market Forecast
    • 11.3.3 United Kingdom
      • 11.3.3.1 Market Trends
      • 11.3.3.2 Market Forecast
    • 11.3.4 Italy
      • 11.3.4.1 Market Trends
      • 11.3.4.2 Market Forecast
    • 11.3.5 Spain
      • 11.3.5.1 Market Trends
      • 11.3.5.2 Market Forecast
    • 11.3.6 Russia
      • 11.3.6.1 Market Trends
      • 11.3.6.2 Market Forecast
    • 11.3.7 Others
      • 11.3.7.1 Market Trends
      • 11.3.7.2 Market Forecast
  • 11.4 Latin America
    • 11.4.1 Brazil
      • 11.4.1.1 Market Trends
      • 11.4.1.2 Market Forecast
    • 11.4.2 Mexico
      • 11.4.2.1 Market Trends
      • 11.4.2.2 Market Forecast
    • 11.4.3 Others
      • 11.4.3.1 Market Trends
      • 11.4.3.2 Market Forecast
  • 11.5 Middle East and Africa
    • 11.5.1 Market Trends
    • 11.5.2 Market Breakup by Country
    • 11.5.3 Market Forecast

12 SWOT Analysis

  • 12.1 Overview
  • 12.2 Strengths
  • 12.3 Weaknesses
  • 12.4 Opportunities
  • 12.5 Threats

13 Value Chain Analysis

14 Porters Five Forces Analysis

  • 14.1 Overview
  • 14.2 Bargaining Power of Buyers
  • 14.3 Bargaining Power of Suppliers
  • 14.4 Degree of Competition
  • 14.5 Threat of New Entrants
  • 14.6 Threat of Substitutes

15 Price Analysis

16 Competitive Landscape

  • 16.1 Market Structure
  • 16.2 Key Players
  • 16.3 Profiles of Key Players
    • 16.3.1 Alteryx Inc.
      • 16.3.1.1 Company Overview
      • 16.3.1.2 Product Portfolio
      • 16.3.1.3 Financials
    • 16.3.2 Blackboard Inc.
      • 16.3.2.1 Company Overview
      • 16.3.2.2 Product Portfolio
      • 16.3.2.3 SWOT Analysis
    • 16.3.3 G-Cube
      • 16.3.3.1 Company Overview
      • 16.3.3.2 Product Portfolio
    • 16.3.4 Inetsoft Technology Corp.
      • 16.3.4.1 Company Overview
      • 16.3.4.2 Product Portfolio
    • 16.3.5 Information Builders Inc.
      • 16.3.5.1 Company Overview
      • 16.3.5.2 Product Portfolio
    • 16.3.6 iSpring Solutions Inc.
      • 16.3.6.1 Company Overview
      • 16.3.6.2 Product Portfolio
    • 16.3.7 MicroStrategy Incorporated
      • 16.3.7.1 Company Overview
      • 16.3.7.2 Product Portfolio
      • 16.3.7.3 Financials
      • 16.3.7.4 SWOT Analysis
    • 16.3.8 Saba Software Inc. (Cornerstone OnDemand Inc.)
      • 16.3.8.1 Company Overview
      • 16.3.8.2 Product Portfolio
      • 16.3.8.3 SWOT Analysis
    • 16.3.9 SAP SE
      • 16.3.9.1 Company Overview
      • 16.3.9.2 Product Portfolio
      • 16.3.9.3 Financials
      • 16.3.9.4 SWOT Analysis
    • 16.3.10 SAS Institute Inc.
      • 16.3.10.1 Company Overview
      • 16.3.10.2 Product Portfolio
      • 16.3.10.3 SWOT Analysis
    • 16.3.11 Yellowfin Business Intelligence Co.
      • 16.3.11.1 Company Overview
      • 16.3.11.2 Product Portfolio

List of Figures

  • Figure 1: Global: Education and Learning Analytics Market: Major Drivers and Challenges
  • Figure 2: Global: Education and Learning Analytics Market: Sales Value (in Billion USD), 2020-2025
  • Figure 3: Global: Education and Learning Analytics Market: Breakup by Analytics Type (in %), 2025
  • Figure 4: Global: Education and Learning Analytics Market: Breakup by Application (in %), 2025
  • Figure 5: Global: Education and Learning Analytics Market: Breakup by Component (in %), 2025
  • Figure 6: Global: Education and Learning Analytics Market: Breakup by Deployment Mode (in %), 2025
  • Figure 7: Global: Education and Learning Analytics Market: Breakup by End User (in %), 2025
  • Figure 8: Global: Education and Learning Analytics Market: Breakup by Region (in %), 2025
  • Figure 9: Global: Education and Learning Analytics Market Forecast: Sales Value (in Billion USD), 2026-2034
  • Figure 10: Global: Education and Learning Analytics (Descriptive) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 11: Global: Education and Learning Analytics (Descriptive) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 12: Global: Education and Learning Analytics (Predictive) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 13: Global: Education and Learning Analytics (Predictive) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 14: Global: Education and Learning Analytics (Prescriptive) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 15: Global: Education and Learning Analytics (Prescriptive) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 16: Global: Education and Learning Analytics (People Acquisition and Retention) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 17: Global: Education and Learning Analytics (People Acquisition and Retention) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 18: Global: Education and Learning Analytics (Curriculum Development and Intervention Management) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 19: Global: Education and Learning Analytics (Curriculum Development and Intervention Management) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 20: Global: Education and Learning Analytics (Performance Management) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 21: Global: Education and Learning Analytics (Performance Management) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 22: Global: Education and Learning Analytics (Budget and Finance Management) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 23: Global: Education and Learning Analytics (Budget and Finance Management) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 24: Global: Education and Learning Analytics (Operations Management) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 25: Global: Education and Learning Analytics (Operations Management) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 26: Global: Education and Learning Analytics (Other Applications) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 27: Global: Education and Learning Analytics (Other Applications) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 28: Global: Education and Learning Analytics (Software) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 29: Global: Education and Learning Analytics (Software) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 30: Global: Education and Learning Analytics (Services) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 31: Global: Education and Learning Analytics (Services) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 32: Global: Education and Learning Analytics (On-premises) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 33: Global: Education and Learning Analytics (On-premises) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 34: Global: Education and Learning Analytics (Cloud-based) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 35: Global: Education and Learning Analytics (Cloud-based) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 36: Global: Education and Learning Analytics (Academic Institutions) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 37: Global: Education and Learning Analytics (Academic Institutions) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 38: Global: Education and Learning Analytics (Enterprises) Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 39: Global: Education and Learning Analytics (Enterprises) Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 40: North America: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 41: North America: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 42: United States: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 43: United States: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 44: Canada: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 45: Canada: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 46: Asia Pacific: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 47: Asia Pacific: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 48: China: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 49: China: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 50: Japan: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 51: Japan: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 52: India: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 53: India: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 54: South Korea: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 55: South Korea: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 56: Australia: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 57: Australia: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 58: Indonesia: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 59: Indonesia: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 60: Others: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 61: Others: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 62: Europe: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 63: Europe: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 64: Germany: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 65: Germany: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 66: France: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 67: France: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 68: United Kingdom: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 69: United Kingdom: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 70: Italy: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 71: Italy: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 72: Spain: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 73: Spain: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 74: Russia: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 75: Russia: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 76: Others: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 77: Others: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 78: Latin America: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 79: Latin America: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 80: Brazil: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 81: Brazil: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 82: Mexico: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 83: Mexico: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 84: Others: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 85: Others: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 86: Middle East and Africa: Education and Learning Analytics Market: Sales Value (in Million USD), 2020 & 2025
  • Figure 87: Middle East and Africa: Education and Learning Analytics Market Forecast: Sales Value (in Million USD), 2026-2034
  • Figure 88: Global: Education and Learning Analytics Industry: SWOT Analysis
  • Figure 89: Global: Education and Learning Analytics Industry: Value Chain Analysis
  • Figure 90: Global: Education and Learning Analytics Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Education and Learning Analytics Market: Key Industry Highlights, 2025 and 2034
  • Table 2: Global: Education and Learning Analytics Market Forecast: Breakup by Analytics Type (in Million USD), 2026-2034
  • Table 3: Global: Education and Learning Analytics Market Forecast: Breakup by Application (in Million USD), 2026-2034
  • Table 4: Global: Education and Learning Analytics Market Forecast: Breakup by Component (in Million USD), 2026-2034
  • Table 5: Global: Education and Learning Analytics Market Forecast: Breakup by Deployment Mode (in Million USD), 2026-2034
  • Table 6: Global: Education and Learning Analytics Market Forecast: Breakup by End User (in Million USD), 2026-2034
  • Table 7: Global: Education and Learning Analytics Market Forecast: Breakup by Region (in Million USD), 2026-2034
  • Table 8: Global: Education and Learning Analytics Market Structure
  • Table 9: Global: Education and Learning Analytics Market: Key Players