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A Comparison Of Three Methods Of Detecting Test Item Bias


A Comparison Of Three Methods Of Detecting Test Item Bias
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A Comparison Of Three Methods Of Detecting Test Item Bias


A Comparison Of Three Methods Of Detecting Test Item Bias
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Author : Linda Gokey Monaco
language : en
Publisher:
Release Date : 1986

A Comparison Of Three Methods Of Detecting Test Item Bias written by Linda Gokey Monaco and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Educational tests and measurements categories.




Methods For Identifying Biased Test Items


Methods For Identifying Biased Test Items
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Author : Gregory Camilli
language : en
Publisher: SAGE
Release Date : 1994-04-06

Methods For Identifying Biased Test Items written by Gregory Camilli and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-04-06 with Business & Economics categories.


This book is highly recommended for all involved in test development or who have any interest in the use of tests in education or in other fields. The necessary mathematics are presented clearly but never obscure the important messages in the book. It will certainly be referred to constantly in my future work in this area. --Educational Research "The fundamental goal of the Measurement Methods for the Social Sciences series is to make complex measurement concepts, topics, and methods available to readers with limited mathematical background but a strong desire to understand, as well as use, methods that are on the forefront of social science assessment. With this book on item bias detection methods, Gregory Camilli and Lorrie Shepard have achieved this goal admirably." --from the Foreword by Richard M. Jaeger What can item bias methods do--and not do--when applied to real test data? Aimed at helping researchers understand how item bias methods work, this book provides practical advice and specific details on the most useful methods for particular testing situations. Beginning with a review of early bias methods and the fairness issues associated with the topic of test bias, the authors explain the logic of each method in terms of how differential item functioning (DIF) is defined by the method--and how well the method can be expected to work in various situations. In addition, chapters include a summary of findings regarding the behavior of the various indexes in empirical studies, especially their reliability, correlation with known bias criteria, and correlations with other bias methods. The book concludes with a set of principles for deciding when DIF should be interpreted as evidence of bias.



Statistical Approaches To Measurement Invariance


Statistical Approaches To Measurement Invariance
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Author : Roger E. Millsap
language : en
Publisher: Routledge
Release Date : 2012-03-29

Statistical Approaches To Measurement Invariance written by Roger E. Millsap and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-29 with Psychology categories.


This book reviews the statistical procedures used to detect measurement bias. Measurement bias is examined from a general latent variable perspective so as to accommodate different forms of testing in a variety of contexts including cognitive or clinical variables, attitudes, personality dimensions, or emotional states. Measurement models that underlie psychometric practice are described, including their strengths and limitations. Practical strategies and examples for dealing with bias detection are provided throughout. The book begins with an introduction to the general topic, followed by a review of the measurement models used in psychometric theory. Emphasis is placed on latent variable models, with introductions to classical test theory, factor analysis, and item response theory, and the controversies associated with each, being provided. Measurement invariance and bias in the context of multiple populations is defined in chapter 3 followed by chapter 4 that describes the common factor model for continuous measures in multiple populations and its use in the investigation of factorial invariance. Identification problems in confirmatory factor analysis are examined along with estimation and fit evaluation and an example using WAIS-R data. The factor analysis model for discrete measures in multiple populations with an emphasis on the specification, identification, estimation, and fit evaluation issues is addressed in the next chapter. An MMPI item data example is provided. Chapter 6 reviews both dichotomous and polytomous item response scales emphasizing estimation methods and model fit evaluation. The use of models in item response theory in evaluating invariance across multiple populations is then described, including an example that uses data from a large-scale achievement test. Chapter 8 examines item bias evaluation methods that use observed scores to match individuals and provides an example that applies item response theory to data introduced earlier in the book. The book concludes with the implications of measurement bias for the use of tests in prediction in educational or employment settings. A valuable supplement for advanced courses on psychometrics, testing, measurement, assessment, latent variable modeling, and/or quantitative methods taught in departments of psychology and education, researchers faced with considering bias in measurement will also value this book.



Assessing Measurement Invariance For Applied Research


Assessing Measurement Invariance For Applied Research
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Author : Craig Wells
language : en
Publisher: Cambridge University Press
Release Date : 2021-06-03

Assessing Measurement Invariance For Applied Research written by Craig Wells and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-03 with Education categories.


This user-friendly guide illustrates how to assess measurement invariance using computer programs, statistical methods, and real data.



A Comparative Study Of Three Item Bias Detection Techniques


A Comparative Study Of Three Item Bias Detection Techniques
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Author : Joanne Schateen Mack
language : en
Publisher:
Release Date : 1982

A Comparative Study Of Three Item Bias Detection Techniques written by Joanne Schateen Mack and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Examinations categories.




Test Item Bias


Test Item Bias
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Author : Steven J. Osterlind
language : en
Publisher: SAGE
Release Date : 1983

Test Item Bias written by Steven J. Osterlind and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Mathematics categories.


A unique, practical manual for identifying and analyzing item bias in standardized tests. Osterlind discusses five strategies for detecting bias: analysis of variance, transformed item difficulties, chi square, item characteristic curve, and distractor response. He covers specific hypotheses under test for each technique, as well as the capabilities and limitations of each strategy.



Resources In Education


Resources In Education
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Author :
language : en
Publisher:
Release Date : 2000-10

Resources In Education written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-10 with Education categories.




Dissertation Abstracts International


Dissertation Abstracts International
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Author :
language : en
Publisher:
Release Date : 1993-10

Dissertation Abstracts International written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-10 with Dissertations, Academic categories.




Comparing Chi Square And Log Linear Methods Of Detecting Differential Item Performance On A Minimum Competency Test


Comparing Chi Square And Log Linear Methods Of Detecting Differential Item Performance On A Minimum Competency Test
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Author : Martha S. Jones
language : en
Publisher:
Release Date : 1988

Comparing Chi Square And Log Linear Methods Of Detecting Differential Item Performance On A Minimum Competency Test written by Martha S. Jones and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Chi-square test categories.




Educational Measurement


Educational Measurement
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Author : Robert L. Brennan
language : en
Publisher: Bloomsbury Publishing PLC
Release Date : 2023-10-03

Educational Measurement written by Robert L. Brennan and has been published by Bloomsbury Publishing PLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-03 with Education categories.


Educational Measurement has been the bible in its field since the first edition was published by ACE in 1951. The importance of this fourth edition of Educational Measurement is to extensively update and extend the topics treated in the previous three editions. As such, the fourth edition documents progress in the field and provides critical guidance to the efforts of new generations of researchers and practitioners. Edited by Robert Brennan and jointly sponsored by the American Council on Education (ACE) and the National Council on Measurement in Education, the fourth edition provides in-depth treatments of critical measurement topics, and the chapter authors are acknowledged experts in their respective fields. Educational measurement researchers and practitioners will find this text essential, and those interested in statistics, psychology, business, and economics should also find this work to be of very strong interest. Topics covered are divided into three subject areas: theory and general principles; construction, administration, and scoring; and applications. The first part of the book covers the topics of validation, reliability, item response theory, scaling and norming, linking and equating, test fairness, and cognitive psychology. Part two includes chapters on test development, test administration, performance assessment, setting performance standards, and technology in testing. The final section includes chapters on second language testing, testing for accountability in K-12 schools, standardized assessment of individual achievement in K-12 schools, higher education admissions testing, monitoring educational progress, licensure and certification testing, and legal and ethical issues.