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市場調查報告書
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1986829

教育與學習分析市場規模、佔有率、趨勢和預測：按分析類型、應用、組件、部署模式、最終用戶和地區分類，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個工作天內

價格

2025年全球教育與學習分析市場規模為462億美元。展望未來，IMARC Group預測，該市場將在2026年至2034年間以13.16%的複合年成長率成長，到2034年達到1,453億美元。目前，北美市場主導地位，預計2025年將佔據36.8%的市場。該市場正經歷顯著成長，主要得益於以學生為中心的分析方法的轉變、人工智慧和機器學習整合技術的進步以及對個別化教育的需求。此外，隨著全球教育機構利用數據洞察來提升教學成果與效率，教育與學習分析的整體市佔率也不斷擴大。

教育和學習分析市場的主要促進因素包括數位化學習平台的日益普及、對個人化教育的日益重視以及教育機構中數據驅動決策的廣泛應用。例如，2024年11月，IEMA研發部門宣布推出「AI Tutor」平台，這是一個旨在透過先進的機器學習技術實現個人化教育的突破性平台。該工具涵蓋從人工智慧基礎知識到生成式人工智慧等不同學習水平，使用戶能夠按照自己的步調學習。這項舉措代表了教育科技的重大進步。學校和大學正在利用分析技術來追蹤學生的學習表現、最佳化課程並提高學習成果。政府支持智慧教育和將人工智慧及機器學習技術融入教育工具的舉措，以及雲端解決方案和即時績效儀表板的日益普及，都為教育和學習分析市場創造了良好的前景。

美國教育和學習分析市場的主要促進因素包括數位化課堂的廣泛應用、政府對數據驅動型教育的大力支持以及自適應學習技術的日益普及。教育機構正在利用分析技術來監測學生的參與度、識別學習困難的學生並制定個人化的教學方法。 K-12 和高等教育領域對課責和績效指標的日益重視，推動了學校對分析平台的投資。雲端解決方案和人工智慧的融合進一步增強了美國教育領域的即時洞察和個人化學習體驗。例如，2025 年 4 月，Panorama Education 宣布收購 Class Companion，這是一款人工智慧工具，可透過即時回饋和個人化教學來提高教師的效率。此次收購旨在改善個人化學習並提升學生的學習成效。預計此次合作將利用 Panorama 的廣泛網路，為美國 500 多個學區的教師提供支持，並進一步加深學生的參與度。

教育與學習分析市場的發展趨勢：

關注以學生為中心的指標

以學生為中心的分析方法正在重新定義教育機構衡量成功的方式，不再局限於考試成績，而是涵蓋行為模式、情感投入和學習偏好。如今，各種平台能夠追蹤學生的出席率、參與度、內容參與度，甚至情緒狀態，從而實現個別化教學並提升學習成果。這種方法有助於對有風險的學生早期療育，並創造更具包容性的學習環境。例如，2025年1月，JISC在其「數據至關重要」（Data Matters）大會上宣布推出升級版學習分析平台，旨在提高學生的成功率和留校率。該平台融合了用戶回饋，優先考慮符合倫理的數據使用。它重視學生福祉和數據成熟度，同時支持大學應對財務挑戰，並根據行業需求不斷更新。隨著個人化教育日益受到重視，預計對這些工具的需求將顯著成長，從而推動教育和學習分析市場的發展。

人工智慧與機器學習的融合

人工智慧和機器學習正在變革教育，使平台能夠提供即時洞察、自適應評估和智慧化的個人化教學。這些技術分析海量資料集，個人化學習路徑，識別知識缺口，並提供針對性支援。自動化回饋系統幫助教育者更有效地回應學生的需求。例如，2024年10月，LearningMate Solutions和MarkovML宣佈建立合作夥伴關係，旨在透過人工智慧驅動的預測分析來提升高等教育。該合作旨在利用基於雲端的分析系統來預測成績、最佳化招生策略並提高營運效率，從而提高學生的成功率，以應對當今教育環境中大學面臨的關鍵挑戰。隨著教育機構越來越重視技術驅動的教學，教育和學習分析市場的預測顯示，在人工智慧驅動的創新推動下，該市場將持續成長，這些創新將提高學習者的參與度和學業成果。

預測分析的興起

隨著教育機構積極尋求提升學生成功率，預測分析正日益受到重視。透過分析過往的學業數據、出勤模式和參與度指標，這些模型能夠預測學業趨勢並識別有輟學風險的學生。這種早期發現有助於及時介入、提供個人化支援並提高學生留校率。教育機構正將這些功能整合到學習管理系統中，以簡化決策流程。對數據驅動型洞察的日益依賴凸顯了預測分析作為現代教育策略核心趨勢的重要性。

目錄

第1章：序言

第2章：調查方法

  • 調查目的
  • 相關利益者
  • 數據來源
    • 主要訊息
    • 二手資訊
  • 市場估值
    • 自下而上的方法
    • 自上而下的方法
  • 調查方法

第3章執行摘要

第4章：引言

第5章：全球教育與學習分析市場

  • 市場概覽
  • 市場表現
  • 新冠疫情的影響
  • 市場預測

第6章 市場區隔：依分析類型

  • 說明的
  • 預測分析
  • 處方

第7章 市場區隔：依應用領域分類

  • 人員招募與留任
  • 課程開發和介入管理
  • 績效管理
  • 預算和財務管理
  • 企業管理
  • 其他

第8章 市場區隔：依組件分類

  • 軟體
  • 服務

第9章 市場區隔：依部署方式分類

  • 現場
  • 基於雲端的

第10章 市場區隔：依最終用戶分類

  • 教育機構
  • 公司

第11章 市場區隔：按地區分類

  • 北美洲
    • 美國
    • 加拿大
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
    • 印尼
    • 其他
  • 歐洲
    • 德國
    • 法國
    • 英國
    • 義大利
    • 西班牙
    • 俄羅斯
    • 其他
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 其他
  • 中東和非洲

第12章 SWOT 分析

第13章：價值鏈分析

第14章：波特五力分析

第15章：價格分析

第16章 競爭格局

  • 市場結構
  • 主要企業
  • 主要企業簡介
    • 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