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Howard Wainer - Computerized adaptive testing: a primer

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This celebrated primer presents an introduction to all of the key ingredients in understanding computerized adaptive testing technology, test development, statistics, and mental test theory. Based on years of research, this accessible book educates the novice and serves as a compendium of state-of-the-art information for professionals interested in computerized testing in the areas of education, psychology, and other related social sciences. A hypothetical test taken as a prelude to employment is used as a common example throughout to highlight this books most important features and problems. Changes in the new edition include: *a completely rewritten chapter 2 on the system considerations needed for modern computerized adaptive testing; *a revised chapter 4 to include the latest in methodology surrounding online calibration and in the modeling of testlets; and *a new chapter 10 with helpful information on how test items are really selected, usage patterns, how usage patterns influence the number of new items required, and tools for managing item pools.

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title Computerized Adaptive Testing A Primer author Wainer - photo 1


title:Computerized Adaptive Testing : A Primer
author:Wainer, Howard.; Dorans, Neil J.
publisher:Lawrence Erlbaum Associates, Inc.
isbn10 | asin:0805835113
print isbn13:9780805835113
ebook isbn13:9780585384375
language:English
subjectComputer adaptive testing.
publication date:2000
lcc:LB3060.32W25 2000eb
ddc:371.26
subject:Computer adaptive testing.

Page i

Computerized Adaptive Testing

A Primer

Second Edition

Page ii

This page intentionally left blank.

Page iii

Computerized Adaptive Testing

A Primer

Second Edition


by
Howard Wainer
Educational Testing Service


with

Neil J. Dorans
Educational Testing Service
Daniel Eignor
Educational Testing Service

Ronald Flaugher
Educational Testing Service
Bert F. Green
Johns Hopkins University

Robert J. Mislevy
Educational Testing Service
Lynne Steinberg
Indiana University

David Thissen
University of Kansas

Page iv Copyright 2000 by Lawrence Erlbaum Associates Inc All rights - photo 2

Page iv

Copyright 2000 by Lawrence Erlbaum Associates, Inc.

All rights reserved. No part of this book may be reproduced in any form, by photostat, microform, retrieval system, or any other means, without the prior written permission of the publisher.

Lawrence Erlbaum Associates, Inc., Publishers
10 Industrial Avenue
Mahwah, New Jersey 07430


Library of Congress Cataloging-in-Publication Data

Wainer, Howard.

Computerized adaptive testing : a primer / by Howard Wainer with Neil J. Dorans [et al.]. 2nd ed.

p. cm.

Includes bibliographical references (p. ) and indexes.

ISBN 0-8058-3511-3 (cloth : alk. paper)

1. Computerized adaptive testing. I. Dorans, Neil J. II. Title.

LB3060.32.C65 W25 2000
371.26dc2199-087976

Printed in the United States of America
10 9 8 7 6 5 4 3

Page v

Contents

Foreword to the First Editionix
C. Victor Bunderson

Foreword to the Second Editionxiii
Drew H. Gitomer

Preface to the First Editionxvii
Howard Wainer

Preface to the Second Editionxxi
Howard Wainer

1Introduction and History1
Howard Wainer

Prologue1
The First Four Millennia of Mental Testing2
The Origins of Mental Testing in the U.S. Military4
The Origins of Admissions Testing for American Universities6
Computerized Adaptive Testing9
Important Issues in CAT11
Challenges for the Future16
The Structure and Use of a Gedanken Computerized Adaptive Test (The GCAT)17

Page vi

Acknowledgments19
Annotated References19

2System Design and Operation23
Bert F. Green

The Test Scenario23
System Issues26
References33
Exercises/Study Questions35

3Item Pools37
Ronald Flaugher

Introduction37
Steps in the Development of an Item Pool39
Illustration of GCAT Item Pool Construction45
On the Topic of Dimensionality56
Acknowledgments57
References57
Exercises/Study Questions59

4Item Response Theory, Item Calibration, and Proficiency Estimation61
Howard Wainer and Robert J. Mislevy

Introduction61
Item Response Theory63
Estimating Proficiency68
Estimating Item Parameters75
Other Topics88
Technical Appendix: Linking Procedures94
References97
Exercises/Study Questions100

5Testing Algorithms101
David Thissen and Robert J. Mislevy

Introduction and Background101
Item Selection CATs105

Page vii

An Illustration from GCAT115
Topics Requiring Special Consideration119
Two-Stage Testing and Testlets123
Technical Appendix: Statistical Inference in CAT128
References130
Exercises/Study Questions133

6Scaling and Equating135
Neil J. Dorans

Scores and Scales136
Scaling and CAT: A Perspective140
The GCAT and GP&P Scales141
Equating143
Equating and CAT: A Perspective152
GCAT to GP&P Equating: An Illustration153
References156
Exercises/Study Questions158

7Reliability and Measurement Precision159
David Thissen

Introduction and Background160
Measurement Error165
Other Sources of Error171
Composite Scores
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