Cargando…

Educational measurement for applied researchers: theory into practice

This book is a valuable read for a diverse group of researchers and practitioners who analyze assessment data and construct test instruments. It focuses on the use of classical test theory (CTT) and item response theory (IRT), which are often required in the fields of psychology (e.g. for measuring...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Margaret, Tam, Hak Ping, Jen, Tsung-Hau
Lenguaje:eng
Publicado: Springer 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-981-10-3302-5
http://cds.cern.ch/record/2243879
_version_ 1780953346267414528
author Wu, Margaret
Tam, Hak Ping
Jen, Tsung-Hau
author_facet Wu, Margaret
Tam, Hak Ping
Jen, Tsung-Hau
author_sort Wu, Margaret
collection CERN
description This book is a valuable read for a diverse group of researchers and practitioners who analyze assessment data and construct test instruments. It focuses on the use of classical test theory (CTT) and item response theory (IRT), which are often required in the fields of psychology (e.g. for measuring psychological traits), health (e.g. for measuring the severity of disorders), and education (e.g. for measuring student performance), and makes these analytical tools accessible to a broader audience. Having taught assessment subjects to students from diverse backgrounds for a number of years, the three authors have a wealth of experience in presenting educational measurement topics, in-depth concepts and applications in an accessible format. As such, the book addresses the needs of readers who use CTT and IRT in their work but do not necessarily have an extensive mathematical background. The book also sheds light on common misconceptions in applying measurement models, and presents an integrated approach to different measurement methods, such as contrasting CTT with IRT and multidimensional IRT models with unidimensional IRT models. Wherever possible, comparisons between models are explicitly made. In addition, the book discusses concepts for test equating and differential item functioning, as well as Bayesian IRT models and plausible values using simple examples. This book can serve as a textbook for introductory courses on educational measurement, as supplementary reading for advanced courses, or as a valuable reference guide for researchers interested in analyzing student assessment data.
id cern-2243879
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
publisher Springer
record_format invenio
spelling cern-22438792021-04-21T19:21:25Zdoi:10.1007/978-981-10-3302-5http://cds.cern.ch/record/2243879engWu, MargaretTam, Hak PingJen, Tsung-HauEducational measurement for applied researchers: theory into practiceMathematical Physics and MathematicsThis book is a valuable read for a diverse group of researchers and practitioners who analyze assessment data and construct test instruments. It focuses on the use of classical test theory (CTT) and item response theory (IRT), which are often required in the fields of psychology (e.g. for measuring psychological traits), health (e.g. for measuring the severity of disorders), and education (e.g. for measuring student performance), and makes these analytical tools accessible to a broader audience. Having taught assessment subjects to students from diverse backgrounds for a number of years, the three authors have a wealth of experience in presenting educational measurement topics, in-depth concepts and applications in an accessible format. As such, the book addresses the needs of readers who use CTT and IRT in their work but do not necessarily have an extensive mathematical background. The book also sheds light on common misconceptions in applying measurement models, and presents an integrated approach to different measurement methods, such as contrasting CTT with IRT and multidimensional IRT models with unidimensional IRT models. Wherever possible, comparisons between models are explicitly made. In addition, the book discusses concepts for test equating and differential item functioning, as well as Bayesian IRT models and plausible values using simple examples. This book can serve as a textbook for introductory courses on educational measurement, as supplementary reading for advanced courses, or as a valuable reference guide for researchers interested in analyzing student assessment data.Springeroai:cds.cern.ch:22438792016
spellingShingle Mathematical Physics and Mathematics
Wu, Margaret
Tam, Hak Ping
Jen, Tsung-Hau
Educational measurement for applied researchers: theory into practice
title Educational measurement for applied researchers: theory into practice
title_full Educational measurement for applied researchers: theory into practice
title_fullStr Educational measurement for applied researchers: theory into practice
title_full_unstemmed Educational measurement for applied researchers: theory into practice
title_short Educational measurement for applied researchers: theory into practice
title_sort educational measurement for applied researchers: theory into practice
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-981-10-3302-5
http://cds.cern.ch/record/2243879
work_keys_str_mv AT wumargaret educationalmeasurementforappliedresearcherstheoryintopractice
AT tamhakping educationalmeasurementforappliedresearcherstheoryintopractice
AT jentsunghau educationalmeasurementforappliedresearcherstheoryintopractice