Large-Scale Cognitive Assessment

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Author :
Publisher : Springer Nature
ISBN 13 : 3030475158
Total Pages : 293 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Large-Scale Cognitive Assessment by : Débora B. Maehler

Download or read book Large-Scale Cognitive Assessment written by Débora B. Maehler and published by Springer Nature. This book was released on 2020-07-27 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access methodological book summarises existing analysing techniques using data from PIAAC, a study initiated by the OECD that assesses key cognitive and occupational skills of the adult population in more than 40 countries. The approximately 65 PIAAC datasets that has been published worldwide to date has been widely received and used by an interdisciplinary research community. Due to the complex structure of the data, analyses with PIAAC datasets are very challenging. To ensure the quality and significance of these data analyses, it is necessary to instruct users in the correct handling of the data. This methodological book provides a standardised approach to successfully implementing these data analyses. It contains examples of and tools for the analysis of the PIAAC data using different statistical approaches and software, and it offers perspectives from various disciplines. The contributing authors have hands-on experience of using PIAAC data, and/or they have conducted data analysis workshops with these data.

Implementation of Large-Scale Education Assessments

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118336097
Total Pages : 466 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Implementation of Large-Scale Education Assessments by : Petra Lietz

Download or read book Implementation of Large-Scale Education Assessments written by Petra Lietz and published by John Wiley & Sons. This book was released on 2017-04-24 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a comprehensive treatment of issues related to the inception, design, implementation and reporting of large-scale education assessments. In recent years many countries have decided to become involved in international educational assessments to allow them to ascertain the strengths and weaknesses of their student populations. Assessments such as the OECD's Programme for International Student Assessment (PISA), the IEA's Trends in Mathematics and Science Study (TIMSS) and Progress in International Reading Literacy (PIRLS) have provided opportunities for comparison between students of different countries on a common international scale. This book is designed to give researchers, policy makers and practitioners a well-grounded knowledge in the design, implementation, analysis and reporting of international assessments. Readers will be able to gain a more detailed insight into the scientific principles employed in such studies allowing them to make better use of the results. The book will also give readers an understanding of the resources needed to undertake and improve the design of educational assessments in their own countries and regions. Implementation of Large-Scale Education Assessments: Brings together the editors’ extensive experience in creating, designing, implementing, analysing and reporting results on a wide range of assessments. Emphasizes methods for implementing international studies of student achievement and obtaining highquality data from cognitive tests and contextual questionnaires. Discusses the methods of sampling, weighting, and variance estimation that are commonly encountered in international large-scale assessments. Provides direction and stimulus for improving global educational assessment and student learning Is written by experts in the field, with an international perspective. Survey researchers, market researchers and practitioners engaged in comparative projects will all benefit from the unparalleled breadth of knowledge and experience in large-scale educational assessments gathered in this one volume.

Cognitive Diagnostic Assessment for Education

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1139464280
Total Pages : 353 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Cognitive Diagnostic Assessment for Education by : Jacqueline Leighton

Download or read book Cognitive Diagnostic Assessment for Education written by Jacqueline Leighton and published by Cambridge University Press. This book was released on 2007-05-14 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the current push toward educational reform, there is great potential for innovation and change, particularly in large scale testing. One area where change is possible is in cognitive diagnostic assessment. Researchers in educational measurement and cognitive psychology are finally in a position to design tests targeted specifically for providing valuable information about students' cognitive strengths and weaknesses. This self-contained volume organizes what is known about cognitive diagnostic assessment in education, including its conceptual and philosophical basis, methods, and applications. The complete list of topics includes educational demand, philosophical rationale, construct validity, cognitive methods, test construction, statistical models, and unresolved issues (e.g., how to best translate diagnostic information into teaching practices). Leighton and Gierl present a comprehensive and up-to-date examination of cognitive diagnostic assessment in education.

Cognitive Assessment

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Author :
Publisher : Routledge
ISBN 13 : 1135681325
Total Pages : 369 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Cognitive Assessment by : Kikumi K. Tatsuoka

Download or read book Cognitive Assessment written by Kikumi K. Tatsuoka and published by Routledge. This book was released on 2009-05-22 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a new methodology for the analysis of test results. Free from ambiguous interpretations, the results truly demonstrate an individual’s progress. The methodology is ideal for highlighting patterns derived from test scores used in evaluating progress. Dr. Tatsuoka introduces readers to the Rule Space Method (RSM), a technique that transforms unobservable knowledge and skill variables into observable and measurable attributes. RSM converts item response patterns into attribute mastery probabilities. RSM is the only up-to-date methodology that can handle large scale assessment for tests such as the SAT and PSAT. PSAT used the results from this methodology to create cognitively diagnostic scoring reports. In this capacity, RSM helps teachers understand what scores mean by helping them ascertain an individual’s cognitive strengths and weaknesses. For example, two students may have the exact same score, but for different reasons. One student might excel at processing grammatically complex texts but miss the main idea of the prose, while another excels at understanding the global message. Such knowledge helps teachers customize a student’s education to his or her cognitive abilities. RSM is also used for medical diagnoses, genetics research, and to help classify music into various states of emotions for treating mental problems. The book opens with an overview of cognitive assessment research and nonparametric and parametric person-fit statistics. The Q-matrix theory is then introduced followed by the Rule Space method. Various properties of attribute mastery probabilities are then introduced along with the reliability theory of attributes and its connection to classical and item response theory. The book concludes with a discussion of how the construct validity of a test can be clarified with the Rule Space method. Intended for researchers and graduate students in quantitative, educational, and cognitive psychology, this book also appeals to those in computer science, neuroscience, medicine, and mathematics. The book is appropriate for advanced courses on cognometrics, latent class structures, and advanced psychometrics as well as statistical pattern recognition and classification courses taught in statistics and/or math departments.

International Handbook of Comparative Large-Scale Studies in Education

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Author :
Publisher : Springer Nature
ISBN 13 : 3030881784
Total Pages : 1518 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis International Handbook of Comparative Large-Scale Studies in Education by : Trude Nilsen

Download or read book International Handbook of Comparative Large-Scale Studies in Education written by Trude Nilsen and published by Springer Nature. This book was released on 2022-09-21 with total page 1518 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is the first of its kind to provide a general and comprehensive overview of virtually every aspect of International Large Scale Assessment (ILSA). It includes historical, economic, and policy perspectives, theoretical foundations, methodology, and reviews of findings from analyses of ILSA data. After decades, during which ILSAs have generated knowledge within central areas of education research and gained increased and substantial impact on educational policy, practice and research, such a broad overview for a wide-ranging audience is much needed. With contributions from authors and editors from all continents, this handbook appeals to an international audience and keeps a neutral perspective, not favoring one ILSA over another. The handbook is suitable to be read by politicians, researchers and stakeholders who are seeking an overview of ILSAs, their history and development, and both potential benefits and limitations with regard to policy implications. The reviews of findings from studies analyzing ILSA data will be of interest to stakeholders, teachers, researchers, and policymakers. Considering that the reviews extend to all fields pertaining to educational research, the book will be valuable to all researchers interested in education. Students may use the book to learn about ILSAs in the context of policy, theoretical underpinnings, or research. Moreover, the methodology section is written in a manner that is understandable and accessible for students, stakeholders, or researchers not familiar with these data. This methodology part, however, is also a valuable resource for researchers who are familiar with ILSA data, as it provides overviews of the design and sampling procedures of several ILSAs, and includes advice on methods of analysis.Even the owners of the ILSAs may find the book valuable, as it contains overviews and insights into a number of ILSAs, provides information how the data is used by the research community, and includes recommendations for future instruments.

Improving Large-Scale Assessment in Education

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Author :
Publisher : Routledge
ISBN 13 : 1136578358
Total Pages : 320 pages
Book Rating : 4.1/5 (365 download)

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Book Synopsis Improving Large-Scale Assessment in Education by : Marielle Simon

Download or read book Improving Large-Scale Assessment in Education written by Marielle Simon and published by Routledge. This book was released on 2012-08-21 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large-scale assessments (LSAs) play a growing role in education policy decisions, accountability, and education planning worldwide. This book focuses on central issues that are key components of successful planning, development and implementation of LSAs. The book’s main distinction is its focus on practice- based, cutting-edge research. This is achieved by having chapters co-authored by world-class researchers in collaboration with measurement practitioners. The result is a how-to book whose language is accessible to practitioners and graduate students as well as academics. No other book so thoroughly covers current issues in the field of large-scale assessment. An introductory chapter is followed by sixteen chapters that each focus on a specific issue. The content is prescriptive and didactic in nature but based on the most recent scientific research. It includes successful experiences, exemplary practices, training modules, interesting breakthroughs or alternatives, and promising innovations regarding large-scale assessments. Finally, it covers meaningful topics that are currently taking center stage such as motivating students, background questionnaires, comparability of different linguistic versions of assessments, and cognitive modeling of learning and assessment.

Advancing Human Assessment

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Author :
Publisher : Springer
ISBN 13 : 3319586890
Total Pages : 717 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Advancing Human Assessment by : Randy E. Bennett

Download or read book Advancing Human Assessment written by Randy E. Bennett and published by Springer. This book was released on 2017-10-17 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY-NC 2.5 license.​​ This book describes the extensive contributions made toward the advancement of human assessment by scientists from one of the world’s leading research institutions, Educational Testing Service. The book’s four major sections detail research and development in measurement and statistics, education policy analysis and evaluation, scientific psychology, and validity. Many of the developments presented have become de-facto standards in educational and psychological measurement, including in item response theory (IRT), linking and equating, differential item functioning (DIF), and educational surveys like the National Assessment of Educational Progress (NAEP), the Programme of international Student Assessment (PISA), the Progress of International Reading Literacy Study (PIRLS) and the Trends in Mathematics and Science Study (TIMSS). In addition to its comprehensive coverage of contributions to the theory and methodology of educational and psychological measurement and statistics, the book gives significant attention to ETS work in cognitive, personality, developmental, and social psychology, and to education policy analysis and program evaluation. The chapter authors are long-standing experts who provide broad coverage and thoughtful insights that build upon decades of experience in research and best practices for measurement, evaluation, scientific psychology, and education policy analysis. Opening with a chapter on the genesis of ETS and closing with a synthesis of the enormously diverse set of contributions made over its 70-year history, the book is a useful resource for all interested in the improvement of human assessment.

PISA A Review of International Large-Scale Assessments in Education Assessing Component Skills and Collecting Contextual Data

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Author :
Publisher : OECD Publishing
ISBN 13 : 9264248374
Total Pages : 240 pages
Book Rating : 4.2/5 (642 download)

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Book Synopsis PISA A Review of International Large-Scale Assessments in Education Assessing Component Skills and Collecting Contextual Data by : Cresswell John

Download or read book PISA A Review of International Large-Scale Assessments in Education Assessing Component Skills and Collecting Contextual Data written by Cresswell John and published by OECD Publishing. This book was released on 2015-12-11 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The OECD has initiated PISA for Development (PISA-D) in response to the rising need of developing countries to collect data about their education systems and the capacity of their student bodies.

The promise of large-scale learning assessments

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Author :
Publisher : UNESCO Publishing
ISBN 13 : 923100333X
Total Pages : 83 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis The promise of large-scale learning assessments by : UNESCO

Download or read book The promise of large-scale learning assessments written by UNESCO and published by UNESCO Publishing. This book was released on 2019-08-31 with total page 83 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report addresses the more contentious aspects of large-scale learning assessments (LSLAs). Drawing on UNESCO's extensive experience in the area from involvement in the direct implementation of assessments and as a knowledge broker and convener of networks this publication presents the Organization's critical take on such initiatives. It aims to balance the debate on LSLAs by reviewing their benefits while raising awareness on their potential risks and pitfalls. The focus of discussions in this publication is on LSLAs conducted in formal and school-based education. It includes an Annex outlining key international studies. [Executive summary, ed]

Rating Scales in Parkinson's Disease

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Author :
Publisher : Oxford University Press
ISBN 13 : 0199783152
Total Pages : 328 pages
Book Rating : 4.1/5 (997 download)

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Book Synopsis Rating Scales in Parkinson's Disease by : Cristina Sampaio

Download or read book Rating Scales in Parkinson's Disease written by Cristina Sampaio and published by Oxford University Press. This book was released on 2012-05-01 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many years, the need to develop valid tools to evaluate signs and symptoms of Parkinson Disease (PD) has been present. However the understanding of all intricacies of rating scales development was not widely available and the first attempts were relatively crude. In 2002, the Movement Disorders Society created a task force to systemize the measurement of Parkinson's Disease. Since then, the Task Force has produced and published several critiques to the available rating scales addressing both motor and non-motor domains of Parkinson Disease. Additionally the task force initiated a project to develop a new version of the UPDRS, the MDS-UPDRS. But none of this was made available in one convenient source. Until now. Rating Scales in Parkinson's Disease: Clinical Practice and Research is written for researchers from the medical and social sciences, and for health professionals wishing to evaluate the progress of their patients suffering from Parkinson's Disease. The book is both exhaustive in the description of the scales and informative on the advantages and limitations of each scale. As such, the text clearly guides readers on how to choose and use the instruments available. Extensive cross-referenced tables and charts closely integrate the parts of the book to facilitate readers in moving from one symptom domain to another.

Implementation of Large-Scale Education Assessments

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118762479
Total Pages : 472 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Implementation of Large-Scale Education Assessments by : Petra Lietz

Download or read book Implementation of Large-Scale Education Assessments written by Petra Lietz and published by John Wiley & Sons. This book was released on 2017-03-07 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a comprehensive treatment of issues related to the inception, design, implementation and reporting of large-scale education assessments. In recent years many countries have decided to become involved in international educational assessments to allow them to ascertain the strengths and weaknesses of their student populations. Assessments such as the OECD's Programme for International Student Assessment (PISA), the IEA's Trends in Mathematics and Science Study (TIMSS) and Progress in International Reading Literacy (PIRLS) have provided opportunities for comparison between students of different countries on a common international scale. This book is designed to give researchers, policy makers and practitioners a well-grounded knowledge in the design, implementation, analysis and reporting of international assessments. Readers will be able to gain a more detailed insight into the scientific principles employed in such studies allowing them to make better use of the results. The book will also give readers an understanding of the resources needed to undertake and improve the design of educational assessments in their own countries and regions. Implementation of Large-Scale Education Assessments: Brings together the editors’ extensive experience in creating, designing, implementing, analysing and reporting results on a wide range of assessments. Emphasizes methods for implementing international studies of student achievement and obtaining highquality data from cognitive tests and contextual questionnaires. Discusses the methods of sampling, weighting, and variance estimation that are commonly encountered in international large-scale assessments. Provides direction and stimulus for improving global educational assessment and student learning Is written by experts in the field, with an international perspective. Survey researchers, market researchers and practitioners engaged in comparative projects will all benefit from the unparalleled breadth of knowledge and experience in large-scale educational assessments gathered in this one volume.

Reliability and Validity of International Large-Scale Assessment

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Author :
Publisher : Springer Nature
ISBN 13 : 3030530817
Total Pages : 279 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Reliability and Validity of International Large-Scale Assessment by : Hans Wagemaker

Download or read book Reliability and Validity of International Large-Scale Assessment written by Hans Wagemaker and published by Springer Nature. This book was released on 2020-09-03 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book describes and reviews the development of the quality control mechanisms and methodologies associated with IEA’s extensive program of educational research. A group of renowned international researchers, directly involved in the design and execution of IEA’s international large-scale assessments (ILSAs), describe the operational and quality control procedures that are employed to address the challenges associated with providing high-quality, comparable data. Throughout the now considerable history of IEA’s international large-scale assessments, establishing the quality of the data has been paramount. Research in the complex multinational context in which IEA studies operate imposes significant burdens and challenges in terms of the methodologies and technologies that have been developed to achieve the stated study goals. The demands of the twin imperatives of validity and reliability must be satisfied in the context of multiple and diverse cultures, languages, orthographies, educational structures, educational histories, and traditions. Readers will learn about IEA’s approach to such challenges, and the methods used to ensure that the quality of the data provided to policymakers and researchers can be trusted. An often neglected area of investigation, namely the consequential validity of ILSAs, is also explored, examining issues related to reporting, dissemination, and impact, including discussion of the limits of interpretation. The final chapters address the question of the influence of ILSAs on policy and reform in education, including a case study from Singapore, a country known for its outstanding levels of achievement, but which nevertheless seeks the means of continual improvement, illustrating best practice use of ILSA data.

Large-Scale Brain Systems and Neuropsychological Testing

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Author :
Publisher : Springer
ISBN 13 : 3319282220
Total Pages : 141 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Large-Scale Brain Systems and Neuropsychological Testing by : Leonard F. Koziol

Download or read book Large-Scale Brain Systems and Neuropsychological Testing written by Leonard F. Koziol and published by Springer. This book was released on 2016-09-02 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: This leading-edge volume offers a new framework for neuropsychological testing rooted in the current evidence base on large-scale brain system interactions. Expert coverage brings traditional discrete areas of cognitive functioning (e.g., attention, memory) in line with highly nuanced relationships between cortical and subcortical processing. The new findings point to more accurate and targeted testing, as authors expand on the judicious addition of nonstandardized methods to core diagnostic tools and the underused capacity of neuropsychological testing to assess social behavior and personality. The book’s emphasis on cognition in context gives practitioners better understanding of assessment and evaluation, leading to improved diagnosis, treatment, and outcomes for individuals as well as significant improvements in the field. This innovative reference: Reframes cognitive functioning in light of current data on brain interconnectivity. Critiques current methods of neuropsychological test interpretation. Reviews known, useful interpretive methodologies within a new context. Features instructive case examples emphasizing accurate historical and test data. Revisits the strengths and limitations of the bell curve construct. Examines the interpretive significance of pathognomonic signs. Details strategies for making neuropsychological evaluations more clinically relevant. Large-Scale Brain Systems and Neuropsychological Testing combines current findings, clinical sense, and common sense to ground neuropsychologists, school psychologists, child psychologists, and clinical social workers in the effective assessment of real-world functioning.

Large-scale Assessment Programs for All Students

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Author :
Publisher : Routledge
ISBN 13 : 1135653887
Total Pages : 569 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Large-scale Assessment Programs for All Students by : Gerald Tindal

Download or read book Large-scale Assessment Programs for All Students written by Gerald Tindal and published by Routledge. This book was released on 2012-12-06 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for a comprehensive volume that reviews both the processes and issues involved in developing, administering, and validating large-scale assessment programs has never been greater. These programs are used for many purposes, including instructional program evaluation, promotion, certification, graduation, and accountability. One of the greatest problems we face is how to deal with special needs and bilingual populations. Examining these processes and issues is the mission of this book. It is organized into the following five sections: Introduction, Validity Issues, Technical Issues, Implementation Issues, and Epilogue. Each chapter follows a common structure: Overview of critical issues, review of relevant research, descriptions of current assessment methodologies, and recommendations for the future research and practice. Written by nationally recognized scholars,Large-Scale Assessment Programs for All Students: Validity, Technical Adequacy, and Implementation will appeal to anyone seriously involved in large scale testing, including educators, policymakers, testing company personnel, and researchers in education, psychology, and public policy.

Cognitive Assessment

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Author :
Publisher : Routledge
ISBN 13 : 1135681333
Total Pages : 345 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Cognitive Assessment by : Kikumi K. Tatsuoka

Download or read book Cognitive Assessment written by Kikumi K. Tatsuoka and published by Routledge. This book was released on 2009-05-22 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a new methodology for the analysis of test results. Free from ambiguous interpretations, the results truly demonstrate an individual’s progress. The methodology is ideal for highlighting patterns derived from test scores used in evaluating progress. Dr. Tatsuoka introduces readers to the Rule Space Method (RSM), a technique that transforms unobservable knowledge and skill variables into observable and measurable attributes. RSM converts item response patterns into attribute mastery probabilities. RSM is the only up-to-date methodology that can handle large scale assessment for tests such as the SAT and PSAT. PSAT used the results from this methodology to create cognitively diagnostic scoring reports. In this capacity, RSM helps teachers understand what scores mean by helping them ascertain an individual’s cognitive strengths and weaknesses. For example, two students may have the exact same score, but for different reasons. One student might excel at processing grammatically complex texts but miss the main idea of the prose, while another excels at understanding the global message. Such knowledge helps teachers customize a student’s education to his or her cognitive abilities. RSM is also used for medical diagnoses, genetics research, and to help classify music into various states of emotions for treating mental problems. The book opens with an overview of cognitive assessment research and nonparametric and parametric person-fit statistics. The Q-matrix theory is then introduced followed by the Rule Space method. Various properties of attribute mastery probabilities are then introduced along with the reliability theory of attributes and its connection to classical and item response theory. The book concludes with a discussion of how the construct validity of a test can be clarified with the Rule Space method. Intended for researchers and graduate students in quantitative, educational, and cognitive psychology, this book also appeals to those in computer science, neuroscience, medicine, and mathematics. The book is appropriate for advanced courses on cognometrics, latent class structures, and advanced psychometrics as well as statistical pattern recognition and classification courses taught in statistics and/or math departments.

Early Detection of Neurodegenerative Disorders Using Behavioral Markers and New Technologies: New Methods and Perspectives

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2832519210
Total Pages : 120 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Early Detection of Neurodegenerative Disorders Using Behavioral Markers and New Technologies: New Methods and Perspectives by : Erika Rovini

Download or read book Early Detection of Neurodegenerative Disorders Using Behavioral Markers and New Technologies: New Methods and Perspectives written by Erika Rovini and published by Frontiers Media SA. This book was released on 2023-03-30 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Role of International Large-Scale Assessments: Perspectives from Technology, Economy, and Educational Research

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9400746296
Total Pages : 165 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis The Role of International Large-Scale Assessments: Perspectives from Technology, Economy, and Educational Research by : Matthias von Davier

Download or read book The Role of International Large-Scale Assessments: Perspectives from Technology, Economy, and Educational Research written by Matthias von Davier and published by Springer Science & Business Media. This book was released on 2012-07-27 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers contributions by thought leaders from a variety of disciplines and different perspectives, which are brought together in a final chapter. The contributions give insight in the role of large-scale international assessments as change agents. As national leaders recognize the growing importance of human capital and how it is distributed, policymakers, economists and decision makers in education have become increasingly interested in results from comparative international surveys. These assessments offer important information on the development of cognitive skills and the consequences of differences in the distribution of these skills. Researchers use the data to assess the role of human capital in predicting outcomes and to identify factors that may contribute to the development of more human capital. An invaluable resource for researchers in international comparative education, policy studies, economics, civics education, educational technology, and policy makers.