Global Education And Learning Analytics Market
市场规模（十亿美元）
CAGR :
% 
 Forecast Period |
2023 –2030 |
 Market Size (Base Year) |
USD 44.71 Billion |
 Market Size (Forecast Year) |
USD 231.20 Billion |
 CAGR |
% |
| Major Markets Players |
|
全球教育和学习分析市场，按组件（软件、服务）、分析类型（预测分析、规范分析、描述分析）、部署模型（本地、云）、应用程序（人才获取和保留、课程开发和干预、绩效管理、预算和财务管理、运营管理、其他）、最终用户（学术、企业）划分 - 行业趋势和预测到 2030 年。
教育和学习分析市场分析和规模
教育和学习分析是对学习者及其学习环境的测量、收集、分析和报告，旨在优化学习并了解学习环境。这种技术有助于教师提高学生的知识和技能，也为学生和教育工作者提供有益的帮助。对数据驱动决策以提高教育质量的需求日益增长，这也促进了教育和学习分析市场的增长。此外，电子学习和移动学习的使用日益增多也是推动教育和学习分析市场增长的积极增长动力。此外，人们越来越意识到学习分析在增强或改变学习系统以响应学生表现方面的潜力，这创造了对教育和学习分析的巨大需求，并促进了教育和学习分析市场的增长。
2022 年全球教育和学习分析市场价值为 447.1 亿美元，预计到 2030 年将达到 941 亿美元，在 2023-2030 年的预测期内复合年增长率为 22.8%。分析类型的“预测分析”因其预测未来结果和为明智决策提供见解的能力而主导着教育和学习分析市场。除了市场价值、增长率、细分市场、地理覆盖范围、市场参与者和市场情景等市场洞察外，Data Bridge 市场研究团队策划的市场报告还包括深入的专家分析、进出口分析、定价分析、生产消费分析和消费者行为。
教育和学习分析市场范围和细分
|
报告指标 |
细节 |
|
预测期 |
2023 至 2030 年 |
|
基准年 |
2022 |
|
历史岁月 |
2021（可定制为2015-2020） |
|
定量单位 |
收入（百万美元）、销量（单位）、定价（美元） |
|
涵盖的领域 |
按组件（软件、服务）、分析类型（预测分析、规范分析、描述分析）、部署模型（本地、云）、应用程序（人才获取和保留、课程开发和干预、绩效管理、预算和财务管理、运营管理、其他）、最终用户（学术、企业） |
|
覆盖国家 |
U.S., Canada and Mexico in North America, Germany, France, U.K., Netherlands, Switzerland, Belgium, Russia, Italy, Spain, Turkey, Rest of Europe in Europe, China, Japan, India, South Korea, Singapore, Malaysia, Australia, Thailand, Indonesia, Philippines, Rest of Asia-Pacific (APAC) in the Asia-Pacific (APAC), Saudi Arabia, U.A.E, South Africa, Egypt, Israel, Rest of Middle East and Africa (MEA) as a part of Middle East and Africa (MEA), Brazil, Argentina and Rest of South America as part of South America. |
|
Market Players Covered |
SAP SE (Germany), Tableau Software, LLC (U.S.), Microsoft (U.S.), IBM Corporation (U.S.), Alteryx, Inc. (U.S.), QlikTech International AB (Sweden), SkyPrep Inc (Canada), ibi (formerly Information Builders, Inc.) (U.S.), Watershed Systems, Inc. (U.S.), Oracle (U.S.), SAS Institute Inc. (U.S.), TIBCO Software Inc. (U.S.), Schoology (U.S.), G-Cube (India), Latitude CG, LLC (U.S.), Mindflash (U.S.), Alation, Inc. (U.S.), MicroStrategy Incorporated (U.S.), iSpring Solutions Inc. (U.S.), InetSoft Technology Corp (U.S.), D2L Corporation (Canada). |
|
Market Opportunities |
|
Market Definition
The global education and learning analytics market is the market for tools, technologies, and solutions that enable educational institutions to gather, analyze, and utilize data to improve learning experience and outcomes. Education and learning analytics involve collecting, measuring, analyzing, and reporting data related to various aspects of the education process, including student performance, engagement, attendance, and behavior.
The market encompasses many products and services, including learning management systems (LMS), learning analytics platforms, data visualization tools, predictive analytics software, and other educational technology solutions. These tools leverage advanced data analytics techniques, such as machine learning, artificial intelligence, and data mining, to identify patterns, trends, and insights from educational data.
Global Education and Learning Analytics Market Dynamics
Drivers
- Increasing Emphasis on Personalized Learning
With the recognition that each student has unique learning needs, there is a growing emphasis on personalized learning approaches. Education and learning analytics provide valuable insights into student behavior, learning patterns, and performance, enabling educators to tailor instruction to individual students. The ability to analyse and interpret data on student preferences, strengths, and weaknesses helps create personalized learning pathways, recommend appropriate resources, and adapt instructional strategies. The demand for personalized learning is driving the adoption of education and learning analytics solutions, fueling the market's growth.
- Growing Need for Data-Driven Decision-Making
Educational institutions increasingly recognize the importance of data-driven decision-making to improve outcomes and operational efficiency. Education and learning analytics enable administrators and educators to access and analyze comprehensive data sets on student performance, engagement, and progress. This data-driven approach supports evidence-based decision-making, such as identifying effective teaching methods, developing targeted interventions for struggling students, allocating resources efficiently, and evaluating program effectiveness. As the demand for data-driven decision-making in education grows, the education and learning analytics market is expanding to meet this need.
Opportunity
- Adoption of Advanced Analytics Technologies
As technology continues to advance, the education and learning analytics market can leverage emerging technologies such as artificial intelligence (AI), machine learning (ML), natural language processing (NLP), and predictive analytics. These advanced analytics technologies can enable more sophisticated data analysis, provide deeper insights into student behavior and learning patterns, and offer predictive modeling to identify potential learning challenges or opportunities. Adopting such technologies presents an opportunity for companies to develop innovative solutions that enhance the effectiveness of education and learning analytics.
Restraint/Challenge
- Data Privacy and Security Concerns
Collecting and analyzing sensitive student data raise significant privacy and security concerns. Educational institutions must ensure that student data is protected and comply with relevant data protection regulations, such as the General Data Protection Regulation (GDPR) in the European Union. The potential risks associated with data breaches, unauthorized access, or misuse of student data can hinder the adoption of education and learning analytics solutions. Institutions need robust data privacy and security measures to address these concerns and establish trust among students, parents, and other stakeholders. Striking the right balance between utilizing data for analytics and safeguarding privacy poses a challenge for the education and learning analytics market.
This global education and learning analytics market report provides details of new recent developments, trade regulations, import-export analysis, production analysis, value chain optimization, market share, the impact of domestic and localized market players, analyses opportunities in terms of emerging revenue pockets, changes in market regulations, strategic market growth analysis, market size, category market growths, application niches and dominance, product approvals, product launches, geographic expansions, technological innovations in the market. To gain more info on the education and learning analytics market contact Data Bridge Market Research for an Analyst Brief, our team will help you make an informed market decision to achieve market growth.
Recent Development
- In March 2023, SAP SE, a global leader in enterprise software, announced the release of their enhanced education and learning analytics solution aimed at empowering educational institutions to improve student success. The new solution leverages advanced data analytics and artificial intelligence capabilities to provide actionable insights into student performance, engagement, and learning outcomes
- In June 2022, Tableau Software, a leading data visualization and analytics platform, has unveiled a series of new features specifically designed to enhance education and learning analytics. The latest updates aim to empower educational institutions with intuitive data visualization tools and advanced analytics capabilities, enabling educators to gain deeper insights into student performance and drive positive learning outcomes.
Global Education and Learning Analytics Market Scope
The global education and learning analytics market is segmented on the basis of component, analytics types, deployment model, application and end user. The growth amongst these segments will help you analyse meagre growth segments in the industries and provide the users with a valuable market overview and insights to help them make strategic decisions for identifying core market applications.
Type
- Predictive Analytics
- Prescriptive Analytics
- Descriptive Analytics
Deployment Model
- On-Premises
- Cloud
Application
- People Acquisition and Retention
- Curriculum Development and Intervention
- Performance Management
- Budget and Finance Management
- Operations Management
- Others
End-Users
- Academic
- Enterprises
Global Education and Learning Analytics Market Regional Analysis/Insights
The global education and learning analytics market is analyzed, and market size, and volume information is provided by country, component, analytics types, deployment model, application and end user, as referenced above.
全球教育和学习分析市场报告涵盖的国家包括北美洲的美国、加拿大和墨西哥，南美洲的巴西、阿根廷和南美洲其他地区，欧洲的德国、意大利、英国、法国、西班牙、荷兰、比利时、瑞士、土耳其、俄罗斯，欧洲其他地区，亚太地区 (APAC) 的日本、中国、印度、韩国、澳大利亚、新加坡、马来西亚、泰国、印度尼西亚、菲律宾，亚太地区 (APAC) 的其他地区，沙特阿拉伯、阿联酋、南非、埃及、以色列，中东和非洲 (MEA) 的其他地区。
由于最新技术的广泛采用和在该地区学习的国际学生数量的增加，北美预计将主导教育和学习分析市场。
预计在 2023 年至 2030 年的预测期内，亚太地区将以显着的增长率扩张，这得益于企业部门，特别是印度、中国和日本等新兴国家的 IT 和电信以及电子商务行业预计将成为该地区广泛教育和学习分析解决方案的主要采用者。
报告的国家部分还提供了影响单个市场因素和国内市场监管变化，这些因素和变化影响了市场的当前和未来趋势。下游和上游价值链分析、技术趋势和波特五力分析、案例研究等数据点是用于预测单个国家市场情景的一些指标。此外，在提供国家数据的预测分析时，还考虑了全球品牌的存在和可用性以及它们因来自本地和国内品牌的大量或稀缺竞争而面临的挑战、国内关税和贸易路线的影响。
半导体基础设施增长安装基础和新技术渗透
全球教育和学习分析市场还为您提供详细的市场分析，包括每个国家/地区资本设备医疗支出的增长、全球教育和学习分析市场不同类型产品的安装基数、使用生命线曲线的技术的影响以及教育监管情景的变化及其对教育和学习分析市场的影响。数据适用于 2015-2020 年的历史时期。
竞争格局和全球教育和学习分析市场份额分析
全球教育和学习分析市场竞争格局提供了竞争对手的详细信息。详细信息包括公司概况、公司财务状况、产生的收入、市场潜力、研发投资、新市场计划、欧洲业务、生产基地和设施、生产能力、公司优势和劣势、产品发布、产品宽度和广度以及应用主导地位。以上提供的数据点仅与公司对全球教育和学习分析市场的关注有关。
全球教育和学习分析市场的一些主要参与者包括：
- SAP SE（德国）
- Tableau Software, LLC（美国）
- 微软 (美国)
- IBM 公司（美国）
- Alteryx, Inc.（美国）
- QlikTech International AB（瑞典）
- SkyPrep Inc（加拿大）
- ibi（原名 Information Builders, Inc.）（美国）
- Watershed Systems, Inc.（美国）
- 甲骨文 (美国)
- SAS Institute Inc.（美国）
- TIBCO Software Inc.（美国）
- Schoology（美国）
- G-Cube（印度）
- Latitude CG, LLC（美国）
- Mindflash（美国）
- Alation, Inc.（美国）
- MicroStrategy Incorporated（美国）
- iSpring Solutions Inc.（美国）
- InetSoft 科技公司 (美国)
- D2L 公司（加拿大）
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研究方法
Data collection and base year analysis are done using data collection modules with large sample sizes. The stage includes obtaining market information or related data through various sources and strategies. It includes examining and planning all the data acquired from the past in advance. It likewise envelops the examination of information inconsistencies seen across different information sources. The market data is analysed and estimated using market statistical and coherent models. Also, market share analysis and key trend analysis are the major success factors in the market report. To know more, please request an analyst call or drop down your inquiry.
The key research methodology used by DBMR research team is data triangulation which involves data mining, analysis of the impact of data variables on the market and primary (industry expert) validation. Data models include Vendor Positioning Grid, Market Time Line Analysis, Market Overview and Guide, Company Positioning Grid, Patent Analysis, Pricing Analysis, Company Market Share Analysis, Standards of Measurement, Global versus Regional and Vendor Share Analysis. To know more about the research methodology, drop in an inquiry to speak to our industry experts.
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