Research For Practical Issues And Solutions In Computerized Multistage Testing

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Research for Practical Issues and Solutions in Computerized Multistage Testing

Author : Alina von Davier
Publisher : Routledge
ISBN 13 : 9780367207809
Total Pages : 0 pages
Book Rating : 4.2/5 (78 download)

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Book Synopsis Research for Practical Issues and Solutions in Computerized Multistage Testing by : Alina von Davier

Download or read book Research for Practical Issues and Solutions in Computerized Multistage Testing written by Alina von Davier and published by Routledge. This book was released on 2025-01-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents a comprehensive collection of the latest research findings supporting the current and future implementations and applications of computerized multistage testing (MST). As a sequel to the widely acclaimed "Computerized Multistage Testing: Theory and Applications" (2014) by Yan, von Davier, and Lewis, this volume delves into the experiences, considerations, challenges, and lessons learned over the past years. It also offers practical approaches and solutions to the issues encountered. The topics covered include: purposeful MST designs, practical approaches for optimal design, assembly strategies for accuracy and efficiency, Hybrid designs, MST with natural language processing, practical routing considerations and methodologies, item calibration and proficiency estimation methods, routing and classification accuracy, added value of process data, prediction and evaluation of MST performance, cognitive diagnostic MST, differential item functioning, robustness of statistical methods, simulations, test security, the new digital large-scale SAT, software for practical assessment and simulations, AI impact, and the future of adaptive multistage testing. This volume is intended for students, faculty, researchers, practitioners, and education officers in the fields of educational measurement and evaluation, both in the United States and internationally.

Practical Considerations in Computer-Based Testing

Author : Cynthia G. Parshall
Publisher : Springer Science & Business Media
ISBN 13 : 1461300835
Total Pages : 233 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Practical Considerations in Computer-Based Testing by : Cynthia G. Parshall

Download or read book Practical Considerations in Computer-Based Testing written by Cynthia G. Parshall and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces computer-based testing, addressing both nontechnical and technical considerations. The material is oriented toward practitioners and graduate students. The practical emphasis will be useful to measurement professionals who are or will be responsible for implementing a computerized testing program. The instructional information is also designed to be suitable for a one-semester graduate course in computerized testing in an educational measurement or quantitative methods program. While certain theoretical concepts are addressed, the focus of the book is on the applied nature of computerized testing. For this reason, the materials include such features as example applications, figures, and plots to illustrate critical points in the discussions. A wide range ofnontechnical issues need to be considered in implementing a computer-based testing program. Separate chapters are provided on test administration and development issues, examinee issues, software issues, and innovative item types. Test administration and delivery issues include the location of exam administration, selection of hardware and software, security considerations, scheduling of administration frequency and time limits, cost implications, and program support as well as approaches for addressing reliability, validity, comparability, and data analysis. Examinee issues include the influence ofexaminees' reactions to adaptive testing, the effect ofcomputer based task constraints, and the impact of examinees' prior computer experience. Software issues include usability studies and software evaluation as tools in selecting and developing appropriate software, based on the test program needs.

An Investigation on Computer-adaptive Multistage Testing Panels for Multidimensional Assessment

Author : Xinrui Wang
Publisher :
ISBN 13 :
Total Pages : 82 pages
Book Rating : 4.:/5 (882 download)

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Book Synopsis An Investigation on Computer-adaptive Multistage Testing Panels for Multidimensional Assessment by : Xinrui Wang

Download or read book An Investigation on Computer-adaptive Multistage Testing Panels for Multidimensional Assessment written by Xinrui Wang and published by . This book was released on 2013 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The computer-adaptive multistage testing (ca-MST) has been developed as an alternative to computerized adaptive testing (CAT), and been increasingly adopted in large-scale assessments. Current research and practice only focus on ca-MST panels for credentialing purposes. The ca-MST test mode, therefore, is designed to gauge a single scale. The present study is the first step to investigate ca-MST panels for diagnostic purposes, which involve the assessment of multiple attributes in the same test. This study employed computer simulation to compare multidimensional ca-MST panels and their unidimensional counterparts, and to explore the factors that affect the accuracy and efficiency of multidimensional ca-MST. Nine multidimensional ca-MST panel designs - which differed in configuration and test length - were simulated under varied attribute correlation scenarios. In addition, item pools with different qualities were studied to suggest appropriate item bank design. The comparison between the multidimensional ca-MST and a sequential of unidimensional ca-MST suggested that when attributes correlated moderate to high, employing a multidimensional ca-MST provided more accurate and efficient scoring decisions than several unidimensional ca-MST with IRT scoring. However, a multidimensional ca-MST did not perform better than its unidimensional counterpart with MIRT scoring. Nevertheless, multidimensional panels are still promising for diagnostic purposes given practical considerations. The investigation on multidimensional ca-MST design indicated the following: Higher attribute correlation was associated with better scoring decision because more information carried by a correlation matrix was available for estimation. This held true across all item pool conditions. An optimal item pool would be the one that was discriminative, appropriately located and specifically designed for a configuration. The accuracy and efficiency of a multidimensional ca-MST panel would be diminished if its item pool was too easy, or not informative. According to the results, the 1-2-3 configuration design was most promising. In terms of test length, an appropriate decision would largely depend on the attribute correlation and the item pool characteristics."--Abstract from author supplied metadata.

Computerized Multistage Testing

Author : Duanli Yan
Publisher : CRC Press
ISBN 13 : 146650580X
Total Pages : 532 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Computerized Multistage Testing by : Duanli Yan

Download or read book Computerized Multistage Testing written by Duanli Yan and published by CRC Press. This book was released on 2016-04-19 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike other forms of adaptive testing, multistage testing (MST) is highly suitable for testing educational achievement because it can be adapted to educational surveys and student testing. This volume provides the first unified source of information on the design, psychometrics, implementation, and operational use of MST. It shows how to apply theoretical statistical tools to testing in novel and useful ways. It also explains how to explicitly tie the assumptions made by each model to observable (or at least inferable) data conditions.

Computerized Adaptive Testing

Author : David J. Weiss
Publisher : Guilford Publications
ISBN 13 : 1462554520
Total Pages : 388 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Computerized Adaptive Testing by : David J. Weiss

Download or read book Computerized Adaptive Testing written by David J. Weiss and published by Guilford Publications. This book was released on 2024-04-29 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Used worldwide in assessment and professional certification contexts, computerized adaptive testing (CAT) offers a powerful means to measure individual differences or make classifications. This authoritative work from CAT pioneer David J. Weiss and Alper Şahin provides a complete how-to guide for planning and implementing an effective CAT to create a test unique to each person in real time. The book reviews the history of CAT and the basics of item response theory used in CAT. It walks the reader through developing an item bank, pretesting and linking items, selecting required CAT options, and using simulations to design a CAT. Available software for CAT delivery is described, including links to free and commercial options. Engaging multidisciplinary examples illustrate applications of CAT for measuring ability, achievement, proficiency, personality, attitudes, perceptions, patients’ reports of their symptoms, and academic or clinical progress.

Computer-Based Testing and the Internet

Author : Dave Bartram
Publisher : John Wiley & Sons
ISBN 13 : 0470861932
Total Pages : 272 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Computer-Based Testing and the Internet by : Dave Bartram

Download or read book Computer-Based Testing and the Internet written by Dave Bartram and published by John Wiley & Sons. This book was released on 2005-09-27 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: No topic is more central to innovation and current practice in testing and assessment today than computers and the Internet. This timely publication highlights four main themes that define current issues, technical advances and applications of computer-based testing: Advances in computer-based testing -- new test designs, item selection algorithms, exposure control issues and methods, and new tests that capitalize on the power of computer technology. Operational issues -- systems design, test security, and legal and ethical matters. New and improved uses -- for tests in employment and credentialing. The future of computer-based testing -- identifying potential issues, developments, major advances and problems to overcome. Written by internationally recognized contributors, each chapter focuses on issues of control, quality, security and technology. These issues provide the basic structure for the International Test Commission's new Guidelines on Computer-Based Testing and Testing on the Internet. The contributions to this book have played a key role in the development of these guidelines. Computer-Based Testing and the Internet is a comprehensive guide for all professionals, academics and practitioners working in the fields of education, credentialing, personnel testing and organizational assessment. It will also be of value to students developing expertise in these areas.

Practical Issues in Large-scale High-stakes Computerized Adaptive Testing

Author : Craig N. Mills
Publisher :
ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (436 download)

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Book Synopsis Practical Issues in Large-scale High-stakes Computerized Adaptive Testing by : Craig N. Mills

Download or read book Practical Issues in Large-scale High-stakes Computerized Adaptive Testing written by Craig N. Mills and published by . This book was released on 1995 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computerized Adaptive Testing: Theory and Practice

Author : Wim J. van der Linden
Publisher : Springer Science & Business Media
ISBN 13 : 0792364252
Total Pages : 327 pages
Book Rating : 4.7/5 (923 download)

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Book Synopsis Computerized Adaptive Testing: Theory and Practice by : Wim J. van der Linden

Download or read book Computerized Adaptive Testing: Theory and Practice written by Wim J. van der Linden and published by Springer Science & Business Media. This book was released on 2000-07-31 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive introduction to the latest developments in the theory and practice of CAT. It can be used both as a basic reference and a valuable resource on test theory. It covers such topics as item selection and ability estimation, item pool development and maintenance, item calibration and model fit, and testlet-based adaptive testing, as well as the operational aspects of existing large-scale CAT programs.

Handbook of Automated Scoring

Author : Duanli Yan
Publisher : CRC Press
ISBN 13 : 1351264796
Total Pages : 581 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Handbook of Automated Scoring by : Duanli Yan

Download or read book Handbook of Automated Scoring written by Duanli Yan and published by CRC Press. This book was released on 2020-02-26 with total page 581 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Automated scoring engines [...] require a careful balancing of the contributions of technology, NLP, psychometrics, artificial intelligence, and the learning sciences. The present handbook is evidence that the theories, methodologies, and underlying technology that surround automated scoring have reached maturity, and that there is a growing acceptance of these technologies among experts and the public." From the Foreword by Alina von Davier, ACTNext Senior Vice President Handbook of Automated Scoring: Theory into Practice provides a scientifically grounded overview of the key research efforts required to move automated scoring systems into operational practice. It examines the field of automated scoring from the viewpoint of related scientific fields serving as its foundation, the latest developments of computational methodologies utilized in automated scoring, and several large-scale real-world applications of automated scoring for complex learning and assessment systems. The book is organized into three parts that cover (1) theoretical foundations, (2) operational methodologies, and (3) practical illustrations, each with a commentary. In addition, the handbook includes an introduction and synthesis chapter as well as a cross-chapter glossary.

Theoretical and Practical Advances in Computer-based Educational Measurement

Author : Bernard P. Veldkamp
Publisher : Springer
ISBN 13 : 3030184803
Total Pages : 399 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Theoretical and Practical Advances in Computer-based Educational Measurement by : Bernard P. Veldkamp

Download or read book Theoretical and Practical Advances in Computer-based Educational Measurement written by Bernard P. Veldkamp and published by Springer. This book was released on 2019-07-05 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents a large number of innovations in the world of operational testing. It brings together different but related areas and provides insight in their possibilities, their advantages and drawbacks. The book not only addresses improvements in the quality of educational measurement, innovations in (inter)national large scale assessments, but also several advances in psychometrics and improvements in computerized adaptive testing, and it also offers examples on the impact of new technology in assessment. Due to its nature, the book will appeal to a broad audience within the educational measurement community. It contributes to both theoretical knowledge and also pays attention to practical implementation of innovations in testing technology.

Computerized Adaptive and Multistage Testing with R

Author : David Magis
Publisher : Springer
ISBN 13 : 3319692186
Total Pages : 183 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Computerized Adaptive and Multistage Testing with R by : David Magis

Download or read book Computerized Adaptive and Multistage Testing with R written by David Magis and published by Springer. This book was released on 2017-11-23 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this guide and manual is to provide a practical and brief overview of the theory on computerized adaptive testing (CAT) and multistage testing (MST) and to illustrate the methodologies and applications using R open source language and several data examples. Implementation relies on the R packages catR and mstR that have been already or are being developed by the first author (with the team) and that include some of the newest research algorithms on the topic. The book covers many topics along with the R-code: the basics of R, theoretical overview of CAT and MST, CAT designs, CAT assembly methodologies, CAT simulations, catR package, CAT applications, MST designs, IRT-based MST methodologies, tree-based MST methodologies, mstR package, and MST applications. CAT has been used in many large-scale assessments over recent decades, and MST has become very popular in recent years. R open source language also has become one of the most useful tools for applications in almost all fields, including business and education. Though very useful and popular, R is a difficult language to learn, with a steep learning curve. Given the obvious need for but with the complex implementation of CAT and MST, it is very difficult for users to simulate or implement CAT and MST. Until this manual, there has been no book for users to design and use CAT and MST easily and without expense; i.e., by using the free R software. All examples and illustrations are generated using predefined scripts in R language, available for free download from the book's website.

Application of Artificial Intelligence to Assessment

Author : Hong Jiao
Publisher : IAP
ISBN 13 : 1641139536
Total Pages : 223 pages
Book Rating : 4.6/5 (411 download)

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Book Synopsis Application of Artificial Intelligence to Assessment by : Hong Jiao

Download or read book Application of Artificial Intelligence to Assessment written by Hong Jiao and published by IAP. This book was released on 2020-03-01 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: The general theme of this book is to present the applications of artificial intelligence (AI) in test development. In particular, this book includes research and successful examples of using AI technology in automated item generation, automated test assembly, automated scoring, and computerized adaptive testing. By utilizing artificial intelligence, the efficiency of item development, test form construction, test delivery, and scoring could be dramatically increased. Chapters on automated item generation offer different perspectives related to generating a large number of items with controlled psychometric properties including the latest development of using machine learning methods. Automated scoring is illustrated for different types of assessments such as speaking and writing from both methodological aspects and practical considerations. Further, automated test assembly is elaborated for the conventional linear tests from both classical test theory and item response theory perspectives. Item pool design and assembly for the linear-on-the-fly tests elaborates more complications in practice when test security is a big concern. Finally, several chapters focus on computerized adaptive testing (CAT) at either item or module levels. CAT is further illustrated as an effective approach to increasing test-takers’ engagement in testing. In summary, the book includes both theoretical, methodological, and applied research and practices that serve as the foundation for future development. These chapters provide illustrations of efforts to automate the process of test development. While some of these automation processes have become common practices such as automated test assembly, automated scoring, and computerized adaptive testing, some others such as automated item generation calls for more research and exploration. When new AI methods are emerging and evolving, it is expected that researchers can expand and improve the methods for automating different steps in test development to enhance the automation features and practitioners can adopt quality automation procedures to improve assessment practices.

A Study of Strategies for Multistage Testing

Author : Jayadev Misra
Publisher :
ISBN 13 :
Total Pages : 340 pages
Book Rating : 4.:/5 (37 download)

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Book Synopsis A Study of Strategies for Multistage Testing by : Jayadev Misra

Download or read book A Study of Strategies for Multistage Testing written by Jayadev Misra and published by . This book was released on 1972 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt:

New Horizon Testing

Author : David J. Weiss
Publisher : Academic Press
ISBN 13 :
Total Pages : 376 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis New Horizon Testing by : David J. Weiss

Download or read book New Horizon Testing written by David J. Weiss and published by Academic Press. This book was released on 1983-10-28 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: New Horizons in Testing: Latent Trait Test Theory and Computerized Adaptive Testing provides an in-depth analysis of psychological measurement, espoused by the computer-latent trait test theory (item response theory) and computerized adaptive testing. The book is organized into five parts. The first part addresses basic problems in estimating the parameters of the item response theory models that constitute a class of latent trait test theory models. The second part, discusses the implications of item response theory for measuring individuals using more than just simply a trait level (e.g., ability) score. Part III describes the application of item response theory models to specific applied problems, including the problem of equating tests or linking items into a pool, a latent trait model for timed tests, and the problem of measuring growth using scores derived from the application of item response theory models. Part IV is concerned with the application of item response theory to computerized adaptive testing. Finally, Part V includes discussion of two special models beyond the standard models used in the rest of the book. One of these models, the constant information model, is a simplification of the general latent trait models, whereas the other is an extension of latent trait models to the problem of measuring change. Psychometricians, psychologists, and psychiatrists will find the book useful.

A Comparison of Computerized Adaptive Testing and Multi-stage Testing

Author : Liane N. Patsula
Publisher :
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.:/5 (431 download)

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Book Synopsis A Comparison of Computerized Adaptive Testing and Multi-stage Testing by : Liane N. Patsula

Download or read book A Comparison of Computerized Adaptive Testing and Multi-stage Testing written by Liane N. Patsula and published by . This book was released on 1999 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Integrating Timing Considerations to Improve Testing Practices

Author : Melissa J. Margolis
Publisher : Routledge
ISBN 13 : 1351064762
Total Pages : 288 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Integrating Timing Considerations to Improve Testing Practices by : Melissa J. Margolis

Download or read book Integrating Timing Considerations to Improve Testing Practices written by Melissa J. Margolis and published by Routledge. This book was released on 2020-06-03 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrating Timing Considerations to Improve Testing Practices synthesizes a wealth of theory and research on time issues in assessment into actionable advice for test development, administration, and scoring. One of the major advantages of computer-based testing is the capability to passively record test-taking metadata—including how examinees use time and how time affects testing outcomes. This has opened many questions for testing administrators. Is there a trade-off between speed and accuracy in test taking? What considerations should influence equitable decisions about extended-time accommodations? How can test administrators use timing data to balance the costs and resulting validity of tests administered at commercial testing centers? In this comprehensive volume, experts in the field discuss the impact of timing considerations, constraints, and policies on valid score interpretations; administrative accommodations, test construction, and examinees’ experiences and behaviors; and how to implement the findings into practice. These 12 chapters provide invaluable resources for testing professionals to better understand the inextricable links between effective time allocation and the purposes of high-stakes testing.

Comparison of Four Stopping Rules in Computerized Adaptive Testing and Examination of Their Application to On-the-fly Multistage Testing

Download Comparison of Four Stopping Rules in Computerized Adaptive Testing and Examination of Their Application to On-the-fly Multistage Testing PDF Online Free

Author : Chen Tian
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (18 download)

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Book Synopsis Comparison of Four Stopping Rules in Computerized Adaptive Testing and Examination of Their Application to On-the-fly Multistage Testing by : Chen Tian

Download or read book Comparison of Four Stopping Rules in Computerized Adaptive Testing and Examination of Their Application to On-the-fly Multistage Testing written by Chen Tian and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: