登录查看更多内容

What are the most effective LMS learning analytics dashboard practices?

由人工智能和领英社区提供技术支持

Learning analytics dashboards are powerful tools that can help you monitor, evaluate, and improve your online courses. They can provide you with insights into your students' engagement, performance, and feedback, as well as your own teaching effectiveness and course design. However, not all dashboards are created equal, and some practices can make them more useful and user-friendly than others. In this article, we will explore some of the most effective LMS learning analytics dashboard practices that can help you optimize your online teaching and learning experience.

在这篇协作文章中查找专家回答

由社区从 8 条内容中精选。了解更多

1 Define your goals

Before you start using a dashboard, you need to have a clear idea of what you want to achieve with it. What are the main questions you want to answer, the key indicators you want to measure, and the actions you want to take based on the data? Depending on your goals, you may need different types of dashboards, such as descriptive, diagnostic, predictive, or prescriptive, that can provide different levels of analysis and recommendations. You also need to align your goals with the learning outcomes and objectives of your course, and make sure that the dashboard data is relevant and meaningful for your context.

添加您的观点

Saahiba Lall

Accomplished Book Author, and Senior Editor | Expert in Proofreading and Research | Business Analyst
举报内容
Effective LMS learning analytics dashboards prioritize relevant metrics aligned with goals, offer real-time insights, employ user-friendly visuals, and incorporate interactive elements for customization. Integration of predictive analytics and regular updates based on feedback ensures continuous improvement and supports data-driven decision-making.

已翻译

赞
Fahimeh Hateftabar

Associate Professor, FERRANDI Paris - PhD Pantheon Sorbonne University
举报内容
The most effective LMS learning analytics dashboard practices involve a strategic approach to data utilization. Firstly, personalized insights into learner progress and engagement help tailor interventions, ensuring targeted support where needed. Secondly, real-time monitoring allows for timely adjustments to instructional strategies. Lastly, incorporating predictive analytics helps anticipate challenges, enabling proactive measures. These practices empower educators to create adaptive learning environments that foster student success

已翻译

赞
Joeli M.

Consultant at Sivaro Investment Consultant
(已编辑)
举报内容
Dashboard are an integral component of your teaching and learning strategies. Teachers are members of the most noble profession and sometimes they carelessa bout their approach, in handling composite, multiple, rather then straight classes. They should provide an overview of various illustration tools, to signify their teaching competencies. The rituals in synchronised teaching, are entrusted with the relevant information sources, that are often complex, intimate and yet overlooked. Local agencies such as the native worldviews, are often vulnerable to volatile and exploitative cross cutting issues. That is why a dashboard are often considered excellent and meticulous, in identifying various common pitfalls.

已翻译

赞
Isabel Causadias, PhD

Professor of Art & Design | Art Market Researcher | Advocate for AI Integration in Education
举报内容
Define objectives first and incorporate interactive elements specifically designed for effective communication. It is necessary to create a user-friendly environment and be open to successive modifications until the dashboard is configured as a tailor-made suit.

已翻译

赞

加载更多内容

2 Choose your metrics

Once you have defined your goals, you need to select the metrics that will help you track and evaluate them. Metrics are the quantitative or qualitative measures that reflect the aspects of your course that you want to improve or enhance. For example, you may want to use metrics such as completion rates, grades, time spent, participation, satisfaction, or feedback to monitor your students' progress and engagement. You may also want to use metrics such as content quality, pedagogical design, accessibility, or usability to assess your own teaching and course development. You should choose metrics that are valid, reliable, and actionable, and avoid using too many or too few metrics that can overwhelm or underinform you.

添加您的观点

Diogo Teixeira

Digital Marketing Expert | Artificial Intelligence | Public Speaker | Certified Trainer
举报内容
Focus on key performance indicators (KPIs) like course completion rates, time spent on modules, assessment scores, and learner engagement levels. Track user progress and identify patterns in learning behaviors. Incorporate metrics that align with your educational objectives, like knowledge retention rates or skill application. Choose metrics that provide actionable insights, aiding in the continuous improvement of content and teaching methods for optimal learning outcomes.

已翻译

赞

3 Design your layout

After you have chosen your metrics, it is essential to design your dashboard layout in a way that makes it easy to access, understand, and use the data. Visuals should be presented with clarity and appeal, using graphs, charts, tables, or icons. Colors, shapes, sizes, or labels can be used to highlight important or critical information. Navigation should be organized into categories or levels with labels, titles, or headings to indicate the purpose or meaning. Tooltips, legends, or explanations can provide additional or contextual information. Interaction features such as zooming, sorting, filtering, or exporting should be included to allow users to manipulate and customize the data according to their needs or preferences. Alerts, notifications, or feedback should also be provided to give users timely and relevant information or suggestions. It is important to avoid making visuals too cluttered or confusing with too much/too little data; navigation too complex/simple with unclear/misleading labels; and interaction too passive/intrusive with irrelevant/inaccurate features.

添加您的观点

Diogo Teixeira

Digital Marketing Expert | Artificial Intelligence | Public Speaker | Certified Trainer
举报内容
Designing an effective LMS learning analytics dashboard involves creating a layout that is intuitive and user-friendly. Prioritize clear visualizations like graphs and charts for quick data comprehension. Organize the dashboard logically, grouping related metrics together for ease of analysis. Ensure the most important data is prominently displayed and accessible. Incorporate interactive elements allowing users to drill down into more detailed views.

已翻译

赞

4 Evaluate your impact

Finally, you need to evaluate the impact of your dashboard on your online teaching and learning outcomes. You should collect and analyze feedback from your students and yourself, as well as compare the data from your dashboard with other sources of evidence, such as assessments, surveys, or interviews. You should also monitor and review your dashboard regularly, and make adjustments or improvements as needed. You should aim to use your dashboard as a tool for continuous improvement, reflection, and communication, and not as a tool for judgment, control, or compliance.

添加您的观点

5 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?

添加您的观点

加载更多内容

Higher Education

+ 关注

给文章评分

我们借助人工智能创建了此文章。您认为这篇文章怎么样？

很棒不太好

举报此文章

查看全部

What are the most effective LMS learning analytics dashboard practices?

1

2

3

4

5

1 Define your goals

2 Choose your metrics

3 Design your layout

4 Evaluate your impact

5 Here’s what else to consider

Higher Education

给文章评分

感谢您的反馈

更多Higher Education相关文章

更多相关阅读内容

What are the most effective LMS learning analytics dashboard practices?

1

2

3

4

5

1 Define your goals

2 Choose your metrics

3 Design your layout

4 Evaluate your impact

5 Here’s what else to consider

Higher Education

给文章评分

感谢您的反馈

查看其他技能