Handbook Of Inter Rater Reliability 4th Edition

Author : Kilem L. Gwet
Publisher : Advanced Analytics, LLC
Page : 428 pages
File Size : 47,9 Mb
Release : 2014-09-07
Category : Medical
ISBN : 9780970806284

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Handbook of Inter-Rater Reliability, 4th Edition by Kilem L. Gwet Pdf

The third edition of this book was very well received by researchers working in many different fields of research. The use of that text also gave these researchers the opportunity to raise questions, and express additional needs for materials on techniques poorly covered in the literature. For example, when designing an inter-rater reliability study, many researchers wanted to know how to determine the optimal number of raters and the optimal number of subjects that should participate in the experiment. Also, very little space in the literature has been devoted to the notion of intra-rater reliability, particularly for quantitative measurements. The fourth edition of this text addresses those needs, in addition to further refining the presentation of the material already covered in the third edition. Features of the Fourth Edition include: New material on sample size calculations for chance-corrected agreement coefficients, as well as for intraclass correlation coefficients. The researcher will be able to determine the optimal number raters, subjects, and trials per subject.The chapter entitled “Benchmarking Inter-Rater Reliability Coefficients” has been entirely rewritten.The introductory chapter has been substantially expanded to explore possible definitions of the notion of inter-rater reliability.All chapters have been revised to a large extent to improve their readability.

Author : Kilem Li Gwet
Publisher : Advanced Analytics, LLC
Page : 340 pages
File Size : 51,9 Mb
Release : 2021-06-04
Category : Medical
ISBN : 1792354649

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Handbook of Inter-Rater Reliability: The Definitive Guide to Measuring the Extent of Agreement Among Raters: Vol 2: Analysis of Quantitative Ratings by Kilem Li Gwet Pdf

Low inter-rater reliability can jeopardize the integrity of scientific inquiries or have dramatic consequences in practice. In a clinical setting for example, a wrong drug or wrong dosage of the correct drug may be administered to patients at a hospital due to a poor diagnosis. Likewise, exam grades are considered reliable if they are determined only by the candidate's proficiency level in a particular skill, and not by the examiner's scoring method. The study of inter-rater reliability helps researchers address these issues using an approach that is methodologically sound. The 4th edition of this book covers Chance-corrected Agreement Coefficients (CAC) for the analysis of categorical ratings, as well as Intraclass Correlation Coefficients (ICC) for the analysis of quantitative ratings. The 5th edition however, is released in 2 volumes. The present volume 2, focuses on ICC methods whereas volume 1 is devoted to CAC methods. The decision to release 2 volumes was made at the request of numerous readers of the 4th edition who indicated that they are often interested in either CAC techniques or in ICC techniques, but rarely in both at a given point in time. Moreover, the large number of topics covered in this 5th edition could not be squeezed in a single book, without it becoming voluminous. Volume 2 of the Handbook of Inter-Rater Reliability 5th edition contains 2 new chapters not found in the previous editions, and updated versions of 7 chapters taken from the 4th edition. Here is a summary of the main changes from the 4th edition that you will find in this book: Chapter 2 is new to the 5th edition and covers various ways of setting up your rating dataset before analysis. Chapter 3 is introductory and an update of chapter 7 in the 4th edition. In addition to providing an overview of the book content similar to that of the 4th edition, this chapter introduces the new multivariate intraclass correlation not covered in previous editions. Chapter 4 covers intraclass correlation coefficients in one-factor models and has a separate section devoted to sample size calculations. Two approaches to sample size calculations are now offered: the statistical power approach and the confidence interval approach. Chapter 5 covers intraclass correlation coefficients under the random factorial design, which is based on a two-way Analysis of Variance model where the rater and subject factors are both random. Section 5.4 on sample size calculations has been expanded substantially. Researchers can now choose between the statistical power approach based on the Minimum Detectable Difference (MDD) and the confidence interval approach based on the target interval length. Chapter 6 covers intraclass correlation coefficients under the mixed factorial design, which is based on a two-way Analysis of Variance model where the rater factor is fixed and the subject factor random. The treatment of sample size calculations has been expanded substantially. Chapter 7 is new and covers Finn's coefficient of reliability as an alternative to the traditional intraclass correlations when they are not be applicable. Chapter 8 entitled "Measures of Association and Concordance" covers various association and concordance measures often used by researchers. It includes a discussion of Lin's concordance correlation coefficient and its statistical properties. Chapter 9 is new and covers 3 important topics: the benchmarking of ICC estimates, a graphical approach for exploring the influence of individual raters in low-agreement inter-rater reliability experiments, and the multivariate intraclass correlation. I wanted this book to be sufficiently detailed for practitioners to gain more insight into the topics, which would not be possible if the book was limited to a high-level coverage of technical concepts.

Author : Kilem GWET
Publisher : Unknown
Page : 128 pages
File Size : 41,6 Mb
Release : 2021-06-06
Category : Electronic
ISBN : 1792354630

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Handbook of Inter-Rater Reliability: the Definitive Guide to Measuring the Extent of Agreement Among Raters by Kilem GWET Pdf

Author : Kilem Li Gwet
Publisher : Advanced Analytics, LLC
Page : 208 pages
File Size : 47,6 Mb
Release : 2010-06
Category : Medical
ISBN : 0970806248

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Handbook of Inter-Rater Reliability (Second Edition by Kilem Li Gwet Pdf

This book presents various methods for calculating the extent of agreement among raters for different types of ratings. Some of the methods initially developed for nominal-scale ratings only, are extended in this book to ordinal and interval scales as well. To ensure an adequate level of sophistication in the treatment of this topic, the precision aspects associated with the agreement coefficients are treated. New methods begin with the simple scenario of 2 raters and 2 response categories before being extended to the more complex situation of multiple raters, and multiple-level nominal, ordinal and interval scales. Cohen's Kappa coefficient is one of the most widely-used agreement coefficients among researchers, despite its tendency to yield controvertial results. Kappa and its various versions have raised concerns among practitioners and showed limitations, which are well-documented in the literature. This book discusses numerous alternatives, and proposes a new framework of analysis that allows researchers to gain further insight into the core issues related to the interpretation of the coefficients' magnitude, in addition to providing a common framework for evaluating the merit of different approaches. The author explains in a clear and intuitive fashion the motivations and assumptions underlying each technique discussed in the book. He demonstrates the benefits of using basic level statistical thinking in the design and analysis of inter-rater reliability experiments. The interpretation and limitations of various techniques are extensively discussed. From optimizing the design of the inter-rater reliability study to validating the computed agreement coefficients, the author's step-by-step approach is practical, easy to understand and will put all practitioners on the path to achieving their data quality objectives.

Author : Kilem Gwet
Publisher : Unknown
Page : 275 pages
File Size : 47,8 Mb
Release : 2001-01-01
Category : Electronic
ISBN : 0970806205

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Handbook of Inter-Rater Reliability by Kilem Gwet Pdf

Author : Marie Wiberg,Steven Culpepper,Rianne Janssen,Jorge González,Dylan Molenaar
Publisher : Springer
Page : 416 pages
File Size : 55,8 Mb
Release : 2018-04-20
Category : Social Science
ISBN : 9783319772493

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Quantitative Psychology by Marie Wiberg,Steven Culpepper,Rianne Janssen,Jorge González,Dylan Molenaar Pdf

This proceedings book highlights the latest research and developments in psychometrics and statistics. Featuring contributions presented at the 82nd Annual Meeting of the Psychometric Society (IMPS), organized by the University of Zurich and held in Zurich, Switzerland from July 17 to 21, 2017, its 34 chapters address a diverse range of psychometric topics including item response theory, factor analysis, causal inference, Bayesian statistics, test equating, cognitive diagnostic models and multistage adaptive testing. The IMPS is one of the largest international meetings on quantitative measurement in psychology, education and the social sciences, attracting over 500 participants and 250 paper presentations from around the world every year. This book gathers the contributions of selected presenters, which were subsequently expanded and peer-reviewed.

Author : Darlene F. Russ-Eft,Catherine M. Sleezer,Gregory Sampson Gruener,Laura C. Leviton
Publisher : John Wiley & Sons
Page : 256 pages
File Size : 51,7 Mb
Release : 2017-09-20
Category : Social Science
ISBN : 9781119408574

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Managing Applied Social Research by Darlene F. Russ-Eft,Catherine M. Sleezer,Gregory Sampson Gruener,Laura C. Leviton Pdf

Essential management guidance for real-world applied research projects Managing Applied Social Research equips you with the skills, strategies, and knowledge you need to effectively manage research projects. Written by a team of nationally-known researchers, this book covers the systematic management of applied social research studies from 'soup to nuts,' providing researchers with an easy-to-follow process and the tools and templates for improving the quality, ethical conduct, and usefulness of the final products. The authors merge expertise adapted from the field of project management with their decades of experience in using established research methodologies and practices to offer readers; practical examples and insights gleaned from major research houses such as Rand, Urban Institute, Mathematica, American Institutes for Research, and others. Key concepts and methodologies are systematically unpacked, with detailed discussion of both theoretical bases and practical applications in the field. Written in plain English, the case studies and vignettes illustrate typical approaches to different scenarios, and the checklists, templates, and other tools provide guides for action. Starting from basic social research strategies, you'll build an understanding of applied research issues and how projects are best managed in a messy, imperfect world. From conceptualization and proposal through implementation, analysis, and reporting, this book helps you lead your projects to success. Learn the skills and concepts necessary to effectively manage applied research projects for the social science disciplines Anticipate and prepare for common challenges and obstacles Understand the various roles and their requisite tasks and responsibilities Learn strategies for making effective decisions about a study's scope, work, schedule, people, budget, and risks during each phase of the research study Social science research is an essential well of information upon which society is run. Proper management is the key to any research project's success, and success becomes more critical in the field given the potential ramifications in terms of policy and its effects on real, everyday people. Managing Applied Social Research provides sound guidance and expert insight with an essential real-world focus.

Author : Young J. Chiang,Amy L. Chiang
Publisher : SAE International
Page : 358 pages
File Size : 44,9 Mb
Release : 2023-11-28
Category : Computers
ISBN : 9781468606027

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Fundamentals of Design of Experiments for Automotive Engineering Volume I by Young J. Chiang,Amy L. Chiang Pdf

In a world where innovation and sustainability are paramount, Fundamentals of Design of Experiments for Automotive Engineering: Volume I serves as a definitive guide to harnessing the power of statistical thinking in product development. As first of four volumes in SAE International’s DOE for Product Reliability Growth series, this book presents a practical, application-focused approach by emphasizing DOE as a dynamic tool for automotive engineers. It showcases real-world examples, demonstrating how process improvements and system optimizations can significantly enhance product reliability. The author, Yung Chiang, leverages extensive product development expertise to present a comprehensive process that ensures product performance and reliability throughout its entire lifecycle. Whether individuals are involved in research, design, testing, manufacturing, or marketing, this essential reference equips them with the skills needed to excel in their respective roles. This book explores the potential of Reliability and Sustainability with DOE, featuring the following topics: - Fundamental prerequisites for deploying DOE: Product reliability processes, measurement uncertainty, failure analysis, and design for reliability. - Full factorial design 2K: A system identification tool for relating objectives to factors and understanding main and interactive effects. - Fractional factorial design 2RK-P: Ideal for identifying main effects and 2-factor interactions. - General fractional factorial design LK-P: Systematically identification of significant inputs and analysis of nonlinear behaviors. - Composite designs as response surface methods: Resolving interactions and optimizing decisions with limited factors. - Adapting to practical challenges with “short” DOE: Leveraging optimization schemes like D-optimality, and A-optimality for optimal results. Readers are encouraged not to allow product failures to hinder progress but to embrace the "statistical thinking" embedded in DOE. This book can illuminate the path to designing products that stand the test of time, resulting in satisfied customers and thriving businesses. (ISBN 9781468606027, ISBN 9781468606034, ISBN 9781468606041, DOI 10.4271/9781468606034)

Author : Norman MacLeod
Publisher : CRC Press
Page : 332 pages
File Size : 52,9 Mb
Release : 2021-05-05
Category : Business & Economics
ISBN : 9781000376685

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Crew Resource Management Training by Norman MacLeod Pdf

The book provides a data-driven approach to real-world crew resource management (CRM) applicable to commercial pilot performance. It addresses the shift to a systems-based resilience thinking that aims to understand how worker performance provides a buffer against failure. This book will be the first to bring these ideas together. Taking a competence-based approach offers a more coherent, relevant approach to CRM. The book presents relevant, real-world examples of the concepts and outlines a change in thinking around pilot performance and data interpretation that is overdue. Airlines, pilots and aviation industry professionals will benefit from the insights into organisational design and alternative approaches to training. FEATURES Approaches CRM from a competence-based perspective Uses a systems model to bring coherence to CRM Includes a chapter on using blended learning and virtual reality to deliver CRM Features research on work/life balance, morale, pilot fatigue and link to error Operationalises ‘resilience engineering’ in a crew context

Author : Norman G. Lederman,Dana L. Zeidler,Judith S. Lederman
Publisher : Taylor & Francis
Page : 1916 pages
File Size : 45,7 Mb
Release : 2023-03-17
Category : Education
ISBN : 9781000828665

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Handbook of Research on Science Education by Norman G. Lederman,Dana L. Zeidler,Judith S. Lederman Pdf

Volume III of this landmark synthesis of research offers a comprehensive, state-of-the-art survey highlighting new and emerging research perspectives in science education. Building on the foundations set in Volumes I and II, Volume III provides a globally minded, up-to-the-minute survey of the science education research community and represents the diversity of the field. Each chapter has been updated with new research and new content, and Volume III has been further developed to include new and expanded coverage on astronomy and space education, epistemic practices related to socioscientific issues,design-based research, interdisciplinary and STEM education, inclusive science education, and the global impact of nature of science and scientific inquiry literacy. As with the previous volumes, Volume III is organized around six themes: theory and methods of science education research; science learning; diversity and equity; science teaching; curriculum and assessment; and science teacher education. Each chapter presents an integrative review of the research on the topic it addresses, pulling together the existing research, working to understand historical trends and patterns in that body of scholarship, describing how the issue is conceptualized within the literature, how methods and theories have shaped the outcomes of the research, and where the strengths, weaknesses, and gaps are in the literature. Providing guidance to science education faculty, scholars, and graduate students, and pointing towards future directions of the field, Handbook of Research on Science Education Research, Volume III offers an essential resource to all members of the science education community.

Author : Morten Fagerland,Stian Lydersen,Petter Laake
Publisher : CRC Press
Page : 786 pages
File Size : 40,8 Mb
Release : 2017-07-28
Category : Mathematics
ISBN : 9781315356556

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Statistical Analysis of Contingency Tables by Morten Fagerland,Stian Lydersen,Petter Laake Pdf

Statistical Analysis of Contingency Tables is an invaluable tool for statistical inference in contingency tables. It covers effect size estimation, confidence intervals, and hypothesis tests for the binomial and the multinomial distributions, unpaired and paired 2x2 tables, rxc tables, ordered rx2 and 2xc tables, paired cxc tables, and stratified tables. For each type of table, key concepts are introduced, and a wide range of intervals and tests, including recent and unpublished methods and developments, are presented and evaluated. Topics such as diagnostic accuracy, inter-rater reliability, and missing data are also covered. The presentation is concise and easily accessible for readers with diverse professional backgrounds, with the mathematical details kept to a minimum. For more information, including a sample chapter and software, please visit the authors' website.

Author : Loreen Wolfer
Publisher : SAGE Publications
Page : 466 pages
File Size : 52,5 Mb
Release : 2021-01-15
Category : Social Science
ISBN : 9781544378282

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A Practical Introduction to Real-World Research by Loreen Wolfer Pdf

This practical text combines social research methods with coverage of statistical analysis to help students develop the applied research skills needed for future careers in public and private organizations, while also delivering a solid foundation for those going on to graduate school. Throughout the book, the author offers a real-world example and then breaks it down into a decision tree, which helps lead students to a possible statistical decision (rather than starting with the statistic). This text gives students a toolbox of the most common and in-demand skills and demonstrates how those skills can be used to make the best research decisions. The book takes students through the entire real-world research process, from the formation of a research topic to measurement and sampling, to methods for gathering information and making sense of the data, and finally presenting to a non-academic audience in a way that "gets the job done." Resources for instructors and students are available on an accompanying website for the book.

Author : Johannes Knutsson,Lisa Tompson
Publisher : Taylor & Francis
Page : 232 pages
File Size : 50,6 Mb
Release : 2017-04-21
Category : Social Science
ISBN : 9781315518282

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Advances in Evidence-Based Policing by Johannes Knutsson,Lisa Tompson Pdf

The evidence-based policing (EBP) movement has intensified in many countries around the world in recent years, resulting in a proliferation of policies and infrastructure to support such a transformation. This movement has come to be associated with particular methods of evaluation and systematic review, which have been drawn from what is assumed to prevail in medicine. Given the credibility EBP is currently enjoying with both practitioners and government, it is timely to subject its underpinning logic to thoughtful scrutiny. This involves deliberating upon the meaning of evidence and what different models of knowledge accumulation and research methods have to offer in realising the aims of EBP. The communication and presentation of evidence to practitioner audiences is another important aspect of EBP, as are collaborative efforts to ‘co-produce’ new knowledge on police practice. This is the first book that takes a kaleidoscopic approach to depict what EBP presently is and how it could develop. The chapters individually and collectively challenge the underlying logic to the mainstream EBP position, and the book concludes with an agenda for a more inclusive conceptualisation of evidence and EBP for the future. It is aimed at students and academics who are interested in being part of this movement, as well as policymakers and practitioners interested in integrating EBP principles into their practices.

Author : Paul C. Tinnirello
Publisher : CRC Press
Page : 812 pages
File Size : 50,6 Mb
Release : 1999-08-31
Category : Computers
ISBN : 0849398223

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Systems Development Handbook, Fourth Edition by Paul C. Tinnirello Pdf

The Systems Development Handbook provides practical guidance for the range of new applications problems, featuring contributions from many industry experts. The book provides step-by-step charts, tables, schematics, and a comprehensive index for easy access to topics and areas of related interest. Topics include cooperative processing; the transition to object-oriented development; rapid application development tools and graphical user interfaces (GUIs); database architecture in distributed computing; development tools and techniques, including design, measurement, and production; and more.

Author : Pentti Nieminen
Publisher : MDPI
Page : 250 pages
File Size : 45,5 Mb
Release : 2021-03-02
Category : Medical
ISBN : 9783036500980

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Medical Informatics and Data Analysis by Pentti Nieminen Pdf

During recent years, the use of advanced data analysis methods has increased in clinical and epidemiological research. This book emphasizes the practical aspects of new data analysis methods, and provides insight into new challenges in biostatistics, epidemiology, health sciences, dentistry, and clinical medicine. This book provides a readable text, giving advice on the reporting of new data analytical methods and data presentation. The book consists of 13 articles. Each article is self-contained and may be read independently according to the needs of the reader. The book is essential reading for postgraduate students as well as researchers from medicine and other sciences where statistical data analysis plays a central role.