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Book
Learning differentiated curriculum design in higher education
Author:
ISBN: 1838671161 1838671145 9781838671167 183867117X 9781838671143 9781838671174 Year: 2019 Publisher: Bingley, UK : Emerald Publishing,

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Abstract

As the complexity of 21st century disciplines has increased it has become necessary to rethink the design and delivery of learning to more effectively serve the diverse needs and learning styles of students in higher education. While instructional design and instructional technologies have advanced quickly, the processes of curriculum design have fallen behind.This book presents a comprehensive, systematic approach to the development of curricula in higher education in which each component is configured to optimize learning. The approach is based in an analysis of the psychophysics of the learner and employs theories of learning, instruction, and environment to design each component. The result of this process is the development of curricula that demonstrate optimal design attributes, remove barriers to learning, and expedite the learning. By presenting methods that provide practical, effective and efficient strategies to ensure an inclusive curriculum for all learners, this book will prove invaluable for higher education leaders, practitioners, and curriculum designers.


Book
A machine learning, artificial intelligence approach to institutional effectiveness in higher education
Author:
ISBN: 1789739012 1789738997 1789739004 9781789738995 9781789739015 9781789739008 Year: 2019 Publisher: Bingley, England : ©2019 Emerald Publishing,

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The Institutional Research profession is currently experimenting with many strategies to assess institutional effectiveness in a manner that reflects the letter and spirit of their unique mission, vision, and values. While a "best-practices" approach to the measurement and assessment of institutional functions is prevalent in the literature, a machine learning approach that synthesizes these parts into a coherent and synergistic approach has not emerged.A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education presents a practical, effective, and systematic approach to the measurement, assessment, and sensemaking of institutional performance. Included are instruments and strategies to measure and assess the performance of Curriculum, Learning, Instruction, Support Services, and Program Feasibility as well as a meaningful Environmental Scanning method. The data collected in this system are organized into assessments of institutional effectiveness through the application of machine learning data processes that create an artificial intelligence model of actual institutional performance from the raw performance data. This artificial intelligence is visualized through five organizational sensemaking approaches to monitor, demonstrate, and improve institutional performance. Thus, this book provides a set of tools that can be adopted or adapted to the specific intentions of any institution, making it an invaluable resource for Higher Education administrators, leaders and practitioners.

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