Tag Archives: Trend Analysis & Prediction

AspirEDU

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AspirEDU is committed to helping institutions of higher learning maintain revenue, decrease inefficiencies, and avoid accreditation challenges by improving student satisfaction and retention rates. Aspire Instructor Analytics has been proven to contribute to these institutional goals when paired with appropriate on-site methods.

Our teacher evaluation system identify instructors that are falling short of expectations, take action, and improve the working environment for faculty and students with a single solution. Like maintaining a well-oiled machine, Aspire Instructor Analytics is about reducing frictions before serious irreversible damage occurs. Decrease the need for maintenance, lower costs, and take a more progressive and incremental approach to improving the learning experience at your institution.

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Course Signals

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Developed a Purdue University in Indiana, Course Signals detects early warning signs and provides interventions to students who may not be performing to the best of their abilities before they reach a critical point. The Course Signals program works best when instructors want to provide individual feedback but don’t have a good way to do so, especially in large enrollment classes. With Course Signals, students are provided with customized feedback that can help them make informed decisions about their academic performance early in the semester.

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A review of Course Signals originally published by Mike Caulfield on November 12, 2013

http://www.educause.edu/blogs/mcaulfield/what-course-signals-kerfuffle-about-and-what-it-means-you

Google Analytics

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Google Analytics is a service offered by Google that generates detailed statistics about a website‘s traffic and traffic sources and measures conversions and sales. The product is aimed at business owners and marketers.  It is the most widely used website statistics service.

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Microsoft

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Using existing Microsoft products already licensed and used in primary and secondary schools, the Microsoft Platform for Education Analytics (MPEA) is an integrated technology architecture connecting all people across primary and secondary schools with the information they need to direct their actions in a manner consistent with the goals and priorities of the educational institution. It is the underlying Microsoft technologies that enable broad and impactful adoption across educational institutions because they are both affordable and familiar. Successful utilisation of this model is primarily dependent upon executive leadership guiding a scholastic commitment to foster a culture of evidence and accountability corresponding directly to mission, vision, and goals.


Read the document: A Platform for Education Analytics 

This paper describes the Microsoft Platform for Education Analytics (MPEA) and explains how  technology that is already owned (affordable) and already used (familiar) an be broadly adopted across primary and secondary schools. This platform supports a culture where goal-focused and evidence-based behaviour optimises school resources toward balanced goal attainment across administrative efficiencies (business), academic outcomes (learning), and constituent relationships (lifestyle). Working towards goals across the educational institution leads to fulfilling the primary and secondary schools’ mission and advancing the institutional vision.

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Panorama

Panorama

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Panorama Advanced Analytics provides the most powerful and feature rich analytical capabilities available today. With features such as advanced exceptions, custom formulas, advanced slicing and filtering controls, parameters, custom MDX wizards and much more, Panorama advances data analysis gives power to analysts that need to analyze data without any limitation while making the data analysis process as intuitive as possible with right click menus and intuitive user interface.

Below is a news article regarding  Facebook CEO Mark Zuckerberg’s contribution to this start-up company

Applying Data Analytics to Education, Panorama Wins Mark Zuckerberg’s First Public Angel Investment

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Pearson

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One of the leading companies in education, Pearson collaborates with institutions and educators to provide customized and personalized educational solutions and services that help to improve student outcomes. Leveraging advanced capabilities in data, analytics and adaptive learning, they enable institutions to analyze trends in student performance, track their achievement of learning objectives, and create a personalized and adaptive learning path for each student.

Pearson Learning Studio is a learning management system (LMS) for fully online programs. Pearson leverages insights gained from decades of data analytics – data from students, educators, administrators and institutions – to inform smarter content and smarter technologies. Serving over 9 million active users, Pearson LearningStudio offers the most extensive online learning data available. Coupled with powerful analytics tools, our customers can design more effective courses, train instructors to create more successful learning environments and drive students to behaviors that increase achievement.

Pearson MyLab & Mastering uses Adaptive Learning in several online higher education courses to continuously assesses student performance and activity in real time, using data and analytics, to personalizes content to reinforce concepts that target the student’s particular strengths and weaknesses.

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Tableau

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Schools need data to improve. But balancing the data, analysis and reporting requirements across a system of primary schools can be challenging. Tableau eases this burden by allowing anyone to perform sophisticated education analytics and share their findings with online dashboards. Tableau can also be a powerful research tool within the classroom, empowering students and teachers alike to see and understand their data through education dashboards.

  • Provide K-12 teachers with immediate, data-driven feedback on student performance
  • Create and share sophisticated district, school and teacher evaluations
  • Education reporting – put interactive reports online for parents and the public
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