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Manage Your Own Learning Analytics

2021-12-04 Technology & Engineering
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Release : 2021-12-04
Genre : Technology & Engineering
Kind : eBook
Book Rating : 166/5 ( reviews)

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Book Synopsis Manage Your Own Learning Analytics by : Elspeth McKay

Download or read book Manage Your Own Learning Analytics written by Elspeth McKay. This book was released on 2021-12-04. Available in PDF, EPUB and Kindle. Book excerpt: This book sheds light on the practice of learning analytics, illuminating how others approach their data analysis. At the beginning of the book, a ‘prescriptive learning analytics planning model’ gives straightforward instructions for people to follow. This book is organized into ten chapters, falling into four topical sections: Managing Learning Analytics (overview, instructional systems design (ISD), instructional design, and planning data analysis); Cognitive Performance Measurement Practices (classical test theory (CTT), Rasch measurement theory (RMT), Item response theory(IRT), Rasch Modeling Tools (research design, setting methodology); and Case Studies (corporate training settings, healthcare industry, and educational courseware design). This book is an important reference for: educational research community and instructional systems designers; corporate training developers; postgraduate course developers; and doctoral students.

Learning Analytics

2016-09-03 Business & Economics
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Release : 2016-09-03
Genre : Business & Economics
Kind : eBook
Book Rating : 362/5 ( reviews)

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Book Synopsis Learning Analytics by : John R Mattox II

Download or read book Learning Analytics written by John R Mattox II. This book was released on 2016-09-03. Available in PDF, EPUB and Kindle. Book excerpt: Faced with organizations that are more dispersed, a workforce that is more diverse and the pressure to reduce costs, CEOs and CFOs are increasingly asking what the return on investment is from training and development programmes. Learning Analytics provides a framework for understanding how to work with learning analytics at an advanced level. It focuses on the questions that training evaluation is intended to answer: is training effective and how can it be improved? It discusses the field of learning analytics, outlining how and why analytics can be useful, and takes the reader through examples of approaches to answering these questions and looks at the valuable role that technology has to play. Even where technological solutions are employed, the HR or learning and development practitioner needs to understand what questions they should be asking of their data to ensure alignment between training and business needs. Learning Analytics enables both senior L&D and HR professionals as well as CEOs and CFOs to see the transformational power that effective analytics has for building a learning organization, and the impacts that this has on performance, talent management, and competitive advantage. It helps learning and development professionals to make the business case for their activities, demonstrating what is truly adding value and where budgets should be spent, and to deliver a credible service to their business by providing metrics based on which sound business decisions can be made.

Radical Solutions and Learning Analytics

2020-05-08 Education
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Release : 2020-05-08
Genre : Education
Kind : eBook
Book Rating : 26X/5 ( reviews)

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Book Synopsis Radical Solutions and Learning Analytics by : Daniel Burgos

Download or read book Radical Solutions and Learning Analytics written by Daniel Burgos. This book was released on 2020-05-08. Available in PDF, EPUB and Kindle. Book excerpt: Learning Analytics become the key for Personalised Learning and Teaching thanks to the storage, categorisation and smart retrieval of Big Data. Thousands of user data can be tracked online via Learning Management Systems, instant messaging channels, social networks and other ways of communication. Always with the explicit authorisation from the end user, being a student, a teacher, a manager or a persona in a different role, an instructional designer can design a way to produce a practical dashboard that helps him improve that very user’s performance, interaction, motivation or just grading. This book provides a thorough approach on how education, as such, from teaching to learning through management, is improved by a smart analysis of available data, making visible and useful behaviours, predictions and patterns that are hinder to the regular eye without the process of massive data.

Learning Analytics

2014-07-04 Education
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Release : 2014-07-04
Genre : Education
Kind : eBook
Book Rating : 053/5 ( reviews)

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Book Synopsis Learning Analytics by : Johann Ari Larusson

Download or read book Learning Analytics written by Johann Ari Larusson. This book was released on 2014-07-04. Available in PDF, EPUB and Kindle. Book excerpt: In education today, technology alone doesn't always lead to immediate success for students or institutions. In order to gauge the efficacy of educational technology, we need ways to measure the efficacy of educational practices in their own right. Through a better understanding of how learning takes place, we may work toward establishing best practices for students, educators, and institutions. These goals can be accomplished with learning analytics. Learning Analytics: From Research to Practice updates this emerging field with the latest in theories, findings, strategies, and tools from across education and technological disciplines. Guiding readers through preparation, design, and examples of implementation, this pioneering reference clarifies LA methods as not mere data collection but sophisticated, systems-based analysis with practical applicability inside the classroom and in the larger world. Case studies illustrate applications of LA throughout academic settings (e.g., intervention, advisement, technology design), and their resulting impact on pedagogy and learning. The goal is to bring greater efficiency and deeper engagement to individual students, learning communities, and educators, as chapters show diverse uses of learning analytics to: Enhance student and faculty performance. Improve student understanding of course material. Assess and attend to the needs of struggling learners. Improve accuracy in grading. Allow instructors to assess and develop their own strengths. Encourage more efficient use of resources at the institutional level. Researchers and practitioners in educational technology, IT, and the learning sciences will hail the information in Learning Analytics: From Research to Practice as a springboard to new levels of student, instructor, and institutional success.

Learning Analytics

2020 BUSINESS & ECONOMICS
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Release : 2020
Genre : BUSINESS & ECONOMICS
Kind : eBook
Book Rating : 006/5 ( reviews)

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Book Synopsis Learning Analytics by : Cristina Hall

Download or read book Learning Analytics written by Cristina Hall. This book was released on 2020. Available in PDF, EPUB and Kindle. Book excerpt: Utilize organizational data and analytics to make better decisions about managing the learning and development of your workforce.

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