Handbook of Diagnostic Classification Models

Language: English

Published by Springer, Springer Okt 2019, 2019

3030055833 / 9783030055837

Series: Book 10 of 11 - Methodology of Educational Measurement and Assessment

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This item is printed on demand - Print on Demand Titel. Neuware -This handbook provides an overview of major developments around diagnostic classification models (DCMs) with regard to modeling, estimation, model checking, scoring, and applications. It brings together not only the current state of the art, but also the theoretical background and models developed for diagnostic classification. The handbook also offers applications and special topics and practical guidelines how to plan and conduct research studies with the help of DCMs.Commonly used models in educational measurement and psychometrics typically assume a single latent trait or at best a small number of latent variables that are aimed at describing individual differences in observed behavior. While this allows simple rankings of test takers along one or a few dimensions, it does not provide a detailed picture of strengths and weaknesses when assessing complex cognitive skills.DCMs, on the other hand, allow the evaluation of test taker performance relative to a potentially large number of skill domains. Most diagnostic models provide a binary mastery/non-mastery classification for each of the assumed test taker attributes representing these skill domains. Attribute profiles can be used for formative decisions as well as for summative purposes, for example in a multiple cut-off procedure that requires mastery on at least a certain subset of skills.The number of DCMs discussed in the literature and applied to a variety of assessment data has been increasing over the past decades, and their appeal to researchers and practitioners alike continues to grow. These models have been used in English language assessment, international large scale assessments, and for feedback for practice exams in preparation of college admission testing, just to name a few.Nowadays, technology-based assessments provide increasingly rich data on a multitude of skills and allow collection of data with respect to multiple types of behaviors. Diagnostic models can be understood as an ideal match for these types of data collections to provide more in-depth information about test taker skills and behavioral tendencies.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 672 pp. Englisch.

Seller Inventory # 9783030055837

Title
Handbook of Diagnostic Classification Models
Author
Matthias von Davier
Publisher
Springer, Springer Okt 2019
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030055833
ISBN 13
9783030055837
Item weight
1,162 grams
Dimensions
241x160x42 mm
Series
Book 10 of 11: Methodology of Educational Measurement and Assessment

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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