2025年全球學生行為分析市場報告

近年來，學生行為分析市場呈指數級成長，預計將從2024年的22億美元成長到2025年的27.2億美元，複合年成長率達23.9%。這一成長的促進因素包括：對個別化學習的日益重視、對追蹤學生參與度的需求不斷成長、對早期識別高風險學生的需求日益成長、對提高學業成績的重視以及教育機構擴大採用數據驅動的決策方式。

預計未來幾年，學生行為分析市場將呈指數級成長，到2029年市場規模將達到63.5億美元，複合年成長率（CAGR）為23.6%。預測期內的成長要素包括：對自適應學習解決方案的需求不斷成長、教育領域對預測分析的需求日益增加、遠距和線上學習的普及、對學生留存率和學業成功的日益重視，以及擴大利用數據驅動的洞察來改進課程。預測期內的主要趨勢包括：利用人工智慧的學習分析技術不斷進步、學生表現預測模型的開發、個人化學習平台的創新、即時學生參與度追蹤的改進，以及針對學習成績不佳學生的警報系統的開發。

未來幾年，人們對個人化學習體驗的日益偏好預計將推動學生行為分析市場的擴張。個人化學習是一種教育方法，它根據每個學生的特定需求、興趣和能力調整教學方法、材料和學習進度。人工智慧和數據分析技術的進步使教育工作者能夠設計出符合每個學生學習風格和進度的課程，從而提高學生的參與度和學業成績，進而增加對這種學習方法的需求。學生行為分析透過提供學生個人學習模式、參與度和學習挑戰領域的洞察，增強了個人化學習的效果。例如，根據英國獨立慈善機構「國家識字信託基金會」（National Literacy Trust）於2024年6月發布的報告，使用生成式人工智慧的教師比例預計將從2023年的31.0%成長到2024年的47.7%。中學教師（56.8%）使用生成式人工智慧的可能性是小學教師（30.9%）的兩倍以上。因此，對個人化學習體驗日益成長的需求正在推動學生行為分析市場的成長。

學生行為分析市場的主要企業正著力推動課堂分析平台等技術進步，以實現數據驅動的個人化干涉，透過直覺的儀錶板和報告簡化教師工作流程，並提升學習成果。課堂分析平台是一種軟體工具，旨在收集和分析學生參與度、行為和表現方面的資訊，幫助教育工作者提高學生參與度並改善教學策略。例如，2023年11月，美國科技公司Google（Google LLC）推出了「課堂分析」（Classroom Analytics）作為Google課堂（Google Classroom）的一項新功能。該功能為相關人員和教育領導者提供了關於學生表現、參與和任務完成的詳細洞察。透過提供對課堂和組織範圍內數據的整合可見性，教師可以識別需要額外支援的學生，並追蹤整體表現和參與趨勢。此分析功能提供作業進展、學生與Google雲端硬碟附件的互動情況以及提醒教師及早採取行動的資料。此功能透過Google教育版Workspace Plus提供，並於2025年中期開始提供服務。它採用數據驅動的方法，提供可操作的洞察，以改善教育成果並支持學生成功。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場：宏觀經濟情景，包括利率、通貨膨脹、地緣政治、貿易戰和關稅，以及新冠疫情及其復甦對市場的影響

第5章 全球成長分析與策略分析框架

• 全球學生行為分析市場：PESTEL 分析（政治、社會、科技、環境、法律因素、促進因素與限制因素）
• 終端用戶產業分析
• 全球學生行為分析市場：成長率分析
• 全球學生行為分析市場表現：規模與成長，2019-2024年
• 全球學生行為分析市場預測：規模與成長，2024-2029年，2034年預測
• 全球學生行為分析市場：潛在市場規模（TAM）

第6章 市場細分

• 全球學生行為分析市場：依組成部分分類，實際值及預測值，2019-2024年、2024-2029年預測值、2034年預測值
• 軟體
• 服務
• 全球學生行為分析市場：依部署模式分類，實際數據與預測數據，2019-2024年、2024-2029年預測數據、2034年預測數據
• 本地部署
• 雲
• 全球學生行為分析市場：依應用領域分類，實際結果與預測，2019-2024年、2024-2029年預測、2034年預測
• 學業表現監測
• 考勤追蹤
• 行為干預
• 學生參與度分析
• 其他用途
• 全球學生行為分析市場：依最終使用者分類，實際值及預測值，2019-2024年、2024-2029年預測值、2034年預測值
• 幼兒園至12年級（K-12）學校
• 高等教育機構
• 其他最終用戶
• 全球學生行為分析市場：依軟體、類型、實際值及預測值細分，2019-2024年、2024-2029年預測值、2034年預測值
• 預測分析工具
• 學習管理系統整合
• 儀錶板和報告工具
• 數據視覺化解決方案
• 行為追蹤平台
• 全球學生行為分析市場：按服務、類型、表現和預測細分，2019-2024年、2024-2029年預測、2034年預測
• 實施和整合服務
• 諮詢服務
• 培訓和支援服務
• 託管服務
• 數據分析和報告服務

第7章 區域和國家分析

• 全球學生行為分析市場：按地區分類，實際結果與預測，2019-2024年、2024-2029年預測、2034年預測
• 全球學生行為分析市場：按國家/地區分類，實際結果和預測，2019-2024 年、2024-2029 年預測、2034 年預測

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章：澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章：德國市場

第18章：法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章：競爭格局與公司概況

• 學生行為分析市場：競爭格局
• 學生行為分析市場：公司概況
  • Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Cengage Group Holdings II Inc. Overview, Products and Services, Strategy and Financial Analysis

第31章：其他領先和創新企業

• McGraw Hill, Inc.
• Anthology Inc.
• Cornerstone OnDemand Inc.
• Renaissance Learning Inc.
• D2L Corporation
• Jenzabar Inc.
• GoGuardian Inc.
• Panorama Education Inc.
• Datamatics Global Services Limited
• Civitas Learning Inc.
• Taylor Associates/Communications Inc.
• Blackboard Inc.
• Showbie Inc.
• Hapara Inc.
• DeansList Inc.

第32章 全球市場競爭基準化分析與儀錶板

第33章 重大併購

第34章 近期市場趨勢

第35章：高潛力市場國家、細分市場與策略

• 2029年學生行為分析市場：提供新機會的國家
• 學生行為分析市場展望（2029）：新興細分市場蘊藏新的機會
• 學生行為分析市場展望（2029）：成長策略
  • 基於市場趨勢的策略
  • 競爭對手策略

第36章附錄

Student behavior analytics refers to the systematic process of collecting and analyzing data on students' activities, participation levels, and interactions across different learning environments to understand their behavioral and academic trends. It enables educators and institutions to make data driven decisions that improve teaching effectiveness, personalize learning experiences, and promote student engagement and success.

The primary components of student behavior analytics include software and services. Student behavior analytics software refers to digital solutions that analyze student activity and behavioral data to help educators identify learning patterns, predict academic performance, and make informed decisions to enhance student outcomes. It is deployed both on premises and in the cloud and is applied in areas such as academic performance monitoring, attendance tracking, behavioral intervention, student engagement analysis, and others. Key end users include kindergarten to 12th grade (K-12) schools, higher education institutions, and other educational organizations.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The swift increase in U.S. tariffs and the ensuing trade tensions in spring 2025 are significantly affecting the social services market by increasing costs for essential goods, assistive devices, and digital infrastructure-critical components often imported from tariff-affected regions. Providers of healthcare, elderly care, and community support services now face squeezed budgets, as many government contracts and funding arrangements limit their ability to pass on higher costs. The uncertainty has also delayed investments in digital transformation and telehealth platforms, hindering efforts to expand service accessibility and efficiency. To adapt, organizations are prioritizing local sourcing, forming collaborative purchasing agreements to reduce costs, and embracing low-cost digital solutions to maintain service delivery amid fiscal pressures.

The student behavior analytics market research report is one of a series of new reports from The Business Research Company that provides student behavior analytics market statistics, including student behavior analytics industry global market size, regional shares, competitors with a student behavior analytics market share, detailed student behavior analytics market segments, market trends and opportunities, and any further data you may need to thrive in the student behavior analytics industry. This student behavior analytics market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The student behavior analytics market size has grown exponentially in recent years. It will grow from $2.20 billion in 2024 to $2.72 billion in 2025 at a compound annual growth rate (CAGR) of 23.9%. The growth during the historic period can be attributed to the increasing focus on personalized learning, the rising demand for student engagement tracking, the growing need for early identification of at risk students, the increasing emphasis on improving academic performance, and the rising adoption of data driven decision making in educational institutions.

The student behavior analytics market size is expected to see exponential growth in the next few years. It will grow to $6.35 billion in 2029 at a compound annual growth rate (CAGR) of 23.6%. The growth during the forecast period can be attributed to the increasing demand for adaptive learning solutions, the rising need for predictive analytics in education, the growing adoption of remote and online learning, the increasing emphasis on student retention and success, and the rising use of data driven insights for curriculum improvement. Key trends in the forecast period include advancements in artificial intelligence driven learning analytics, the development of predictive modeling for student performance, innovations in personalized learning platforms, advancements in real time student engagement tracking, and the development of early warning systems for at risk students.

The growing preference for personalized learning experiences is anticipated to drive the expansion of the student behavior analytics market in the coming years. Personalized learning is an educational method that adapts teaching techniques, study materials, and learning speed to match each student's specific needs, interests, and abilities. The demand for such learning approaches is rising as advancements in artificial intelligence and data analytics allow educators to design lessons that align with each student's learning style and pace, leading to higher engagement and better academic outcomes. Student behavior analytics enhances personalized learning by offering insights into individual learning patterns, engagement levels, and areas where students face challenges. For example, in June 2024, according to a report released by the National Literacy Trust, a UK-based independent charity, the percentage of teachers using generative artificial intelligence increased from 31.0 percent in 2023 to 47.7 percent in 2024, with secondary teachers (56.8 percent) being more than twice as likely to use it compared to primary teachers (30.9 percent). Therefore, the rising demand for personalized learning experiences is contributing to the growth of the student behavior analytics market.

Key companies in the student behavior analytics market are emphasizing technological advancements such as classroom analytics platforms to enable data-driven personalized interventions, simplify teacher workflows through intuitive dashboards and reporting, and enhance learning results. Classroom analytics platforms are software tools designed to collect and analyze information on student participation, behavior, and performance to assist educators in improving engagement and refining instructional strategies. For example, in November 2023, Google LLC, a US-based technology company, introduced Classroom analytics as a new feature within Google Classroom to provide educators and education leaders with in-depth insights into student performance, engagement, and assignment completion. This feature offers a unified view of both class-level and organization-wide data, enabling teachers to identify students needing extra assistance and track overall grade and engagement patterns. The analytics provide data on assignment progress, student engagement with Google Drive attachments, and alerts to help teachers take early action. Available through Google Workspace for Education Plus, the rollout began in mid-2025 and delivers actionable insights to support improved teaching outcomes and student success through a data-driven approach.

In November 2024, KKR and Co. Inc., a US-based investment firm specializing in private equity, credit, and real assets, together with Dragoneer Investment Group, a US-based investment firm, acquired Instructure Holdings, Inc. for about 4.8 billion dollars. Through this acquisition, KKR and Dragoneer aimed to strengthen their foothold in the education technology sector by utilizing Instructure's widely used learning management solutions and accelerating its global expansion strategy. Instructure Holdings, Inc. is a US-based provider of learning management systems that offers powerful tools for analyzing student behavior and engagement.

Major players in the student behavior analytics market are Google LLC, Microsoft Corporation, International Business Machines Corporation, Oracle Corporation, Cengage Group Holdings II Inc., McGraw Hill, Inc., Anthology Inc., Cornerstone OnDemand Inc., Renaissance Learning Inc., D2L Corporation, Jenzabar Inc., GoGuardian Inc., Panorama Education Inc., Datamatics Global Services Limited, Civitas Learning Inc., Taylor Associates/Communications Inc., Blackboard Inc., Showbie Inc., Hapara Inc., DeansList Inc., Edsby Inc., Schoolytics Inc.

North America was the largest region in the student behavior analytics market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in student behavior analytics report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the student behavior analytics market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The student behavior analytics market consists of revenues earned by entities by providing services, such as tracking and analyzing student interactions, monitoring engagement levels, assessing learning patterns, and predicting academic performance. The market value includes the value of related goods sold by the service provider or included within the service offering. The student behavior analytics market also includes sales of monitoring and intervention tools, learning analytics dashboards, feedback analysis tools, intervention tools, and gamified learning analytics platforms. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Student Behavior Analytics Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on student behavior analytics market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for student behavior analytics ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The student behavior analytics market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Component: Software; Services
• 2) By Deployment Mode: On-Premises; Cloud
• 3) By Application: Academic Performance Monitoring; Attendance Tracking; Behavioral Intervention; Student Engagement Analysis; Other Applications
• 4) By End User: Kindergarten To 12th (K-12) Schools; Higher Education Institutions; Other End Users
• Subsegments:
• 1) By Software: Predictive Analytics Tools; Learning Management System Integration; Dashboard And Reporting Tools; Data Visualization Solutions; Behavior Tracking Platforms
• 2) By Services: Implementation And Integration Services; Consulting Services; Training And Support Services; Managed Services; Data Analytics And Reporting Services
• Companies Mentioned: Google LLC; Microsoft Corporation; International Business Machines Corporation; Oracle Corporation; Cengage Group Holdings II Inc.; McGraw Hill, Inc.; Anthology Inc.; Cornerstone OnDemand Inc.; Renaissance Learning Inc.; D2L Corporation; Jenzabar Inc.; GoGuardian Inc.; Panorama Education Inc.; Datamatics Global Services Limited; Civitas Learning Inc.; Taylor Associates/Communications Inc.; Blackboard Inc.; Showbie Inc.; Hapara Inc.; DeansList Inc.; Edsby Inc.; Schoolytics Inc.
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain.
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time Series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery Format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Student Behavior Analytics Market Characteristics

3. Student Behavior Analytics Market Trends And Strategies

4. Student Behavior Analytics Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

• 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Student Behavior Analytics Growth Analysis And Strategic Analysis Framework

• 5.1. Global Student Behavior Analytics PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Student Behavior Analytics Market Growth Rate Analysis
• 5.4. Global Student Behavior Analytics Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Student Behavior Analytics Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Student Behavior Analytics Total Addressable Market (TAM)

6. Student Behavior Analytics Market Segmentation

• 6.1. Global Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Software
• Services
• 6.2. Global Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• On-Premises
• Cloud
• 6.3. Global Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Academic Performance Monitoring
• Attendance Tracking
• Behavioral Intervention
• Student Engagement Analysis
• Other Applications
• 6.4. Global Student Behavior Analytics Market, Segmentation By End User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Kindergarten To 12th (K-12) Schools
• Higher Education Institutions
• Other End Users
• 6.5. Global Student Behavior Analytics Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Predictive Analytics Tools
• Learning Management System Integration
• Dashboard And Reporting Tools
• Data Visualization Solutions
• Behavior Tracking Platforms
• 6.6. Global Student Behavior Analytics Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Implementation And Integration Services
• Consulting Services
• Training And Support Services
• Managed Services
• Data Analytics And Reporting Services

7. Student Behavior Analytics Market Regional And Country Analysis

• 7.1. Global Student Behavior Analytics Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Student Behavior Analytics Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Student Behavior Analytics Market

• 8.1. Asia-Pacific Student Behavior Analytics Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Student Behavior Analytics Market

• 9.1. China Student Behavior Analytics Market Overview
• 9.2. China Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Student Behavior Analytics Market

• 10.1. India Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Student Behavior Analytics Market

• 11.1. Japan Student Behavior Analytics Market Overview
• 11.2. Japan Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Student Behavior Analytics Market

• 12.1. Australia Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Student Behavior Analytics Market

• 13.1. Indonesia Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Student Behavior Analytics Market

• 14.1. South Korea Student Behavior Analytics Market Overview
• 14.2. South Korea Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Student Behavior Analytics Market

• 15.1. Western Europe Student Behavior Analytics Market Overview
• 15.2. Western Europe Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Student Behavior Analytics Market

• 16.1. UK Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Student Behavior Analytics Market

• 17.1. Germany Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Student Behavior Analytics Market

• 18.1. France Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Student Behavior Analytics Market

• 19.1. Italy Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Student Behavior Analytics Market

• 20.1. Spain Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Student Behavior Analytics Market

• 21.1. Eastern Europe Student Behavior Analytics Market Overview
• 21.2. Eastern Europe Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Student Behavior Analytics Market

• 22.1. Russia Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Student Behavior Analytics Market

• 23.1. North America Student Behavior Analytics Market Overview
• 23.2. North America Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Student Behavior Analytics Market

• 24.1. USA Student Behavior Analytics Market Overview
• 24.2. USA Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Student Behavior Analytics Market

• 25.1. Canada Student Behavior Analytics Market Overview
• 25.2. Canada Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Student Behavior Analytics Market

• 26.1. South America Student Behavior Analytics Market Overview
• 26.2. South America Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Student Behavior Analytics Market

• 27.1. Brazil Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Student Behavior Analytics Market

• 28.1. Middle East Student Behavior Analytics Market Overview
• 28.2. Middle East Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Student Behavior Analytics Market

• 29.1. Africa Student Behavior Analytics Market Overview
• 29.2. Africa Student Behavior Analytics Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Student Behavior Analytics Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Student Behavior Analytics Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Student Behavior Analytics Market Competitive Landscape And Company Profiles

• 30.1. Student Behavior Analytics Market Competitive Landscape
• 30.2. Student Behavior Analytics Market Company Profiles
  • 30.2.1. Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. Cengage Group Holdings II Inc. Overview, Products and Services, Strategy and Financial Analysis

31. Student Behavior Analytics Market Other Major And Innovative Companies

• 31.1. McGraw Hill, Inc.
• 31.2. Anthology Inc.
• 31.3. Cornerstone OnDemand Inc.
• 31.4. Renaissance Learning Inc.
• 31.5. D2L Corporation
• 31.6. Jenzabar Inc.
• 31.7. GoGuardian Inc.
• 31.8. Panorama Education Inc.
• 31.9. Datamatics Global Services Limited
• 31.10. Civitas Learning Inc.
• 31.11. Taylor Associates/Communications Inc.
• 31.12. Blackboard Inc.
• 31.13. Showbie Inc.
• 31.14. Hapara Inc.
• 31.15. DeansList Inc.

32. Global Student Behavior Analytics Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Student Behavior Analytics Market

34. Recent Developments In The Student Behavior Analytics Market

35. Student Behavior Analytics Market High Potential Countries, Segments and Strategies

• 35.1 Student Behavior Analytics Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Student Behavior Analytics Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Student Behavior Analytics Market In 2029 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer