The Art of Modelling the Learning Process

The Art of Modelling the Learning Process
Author :
Publisher : Springer Nature
Total Pages : 276
Release :
ISBN-10 : 9783030430825
ISBN-13 : 3030430820
Rating : 4/5 (820 Downloads)

Book Synopsis The Art of Modelling the Learning Process by : Jimmie Leppink

Download or read book The Art of Modelling the Learning Process written by Jimmie Leppink and published by Springer Nature. This book was released on 2020-04-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: By uniting key concepts and methods from education, psychology, statistics, econometrics, medicine, language, and forensic science, this textbook provides an interdisciplinary methodological approach to study human learning processes longitudinally. This longitudinal approach can help to acquire a better understanding of learning processes, can inform both future learning and the revision of educational content and formats, and may help to foster self-regulated learning skills. The initial section of this textbook focuses on different types of research questions as well as practice-driven questions that may refer to groups or to individual learners. This is followed by a discussion of different types of outcome variables in educational research and practice, such as pass/fail and other dichotomies, multi-category nominal choices, ordered performance categories, and different types of quantifiable (i.e., interval or ratio level of measurement) variables. For each of these types of outcome variables, single-measurement and repeated-measurements scenarios are offered with clear examples. The book then introduces cross-sectional and longitudinal interdependence of learning-related variables through emerging network-analytic methods and in the final part the learned concepts are applied to different types of studies involving time series. The book concludes with some general guidelines to give direction to future (united) educational research and practice. This textbook is a must-have for all applied researchers, teachers and practitioners interested in (the teaching of) human learning, instructional design, assessment, life-long learning or applications of concepts and methods commonly encountered in fields such as econometrics, psychology, and sociology to educational research and practice.


The Art of Modelling the Learning Process Related Books

Individual-Based Models of Cultural Evolution
Language: en
Pages: 223
Authors: Alberto Acerbi
Categories: Psychology
Type: BOOK - Published: 2022-07-05 - Publisher: Taylor & Francis

GET EBOOK

Individual-Based Models of Cultural Evolution shows readers how to create individual-based models of cultural evolution using the programming language R. The fi
The Art of Modelling the Learning Process
Language: en
Pages: 276
Authors: Jimmie Leppink
Categories: Education
Type: BOOK - Published: 2020-04-06 - Publisher: Springer Nature

GET EBOOK

By uniting key concepts and methods from education, psychology, statistics, econometrics, medicine, language, and forensic science, this textbook provides an in
Modelling Learners and Learning in Science Education
Language: en
Pages: 371
Authors: Keith S. Taber
Categories: Science
Type: BOOK - Published: 2013-12-11 - Publisher: Springer Science & Business Media

GET EBOOK

This book sets out the necessary processes and challenges involved in modeling student thinking, understanding and learning. The chapters look at the centrality
Agent-Based and Individual-Based Modeling
Language: en
Pages: 349
Authors: Steven F. Railsback
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: Princeton University Press

GET EBOOK

Agent-based modeling is a new technique for understanding how the dynamics of biological, social, and other complex systems arise from the characteristics and b
The Individual Microbe: Single-Cell Analysis and Agent-Based Modelling
Language: en
Pages: 187
Authors: Johan H. J. Leveau
Categories:
Type: BOOK - Published: 2019-02-19 - Publisher: Frontiers Media SA

GET EBOOK

Recent technological advances in single-cell microbiology, using flow cytometry, microfluidics, x-ray fluorescence microprobes, and single-cell -omics, allow fo