Download or read book Handbook of Inter Rater Reliability 4th Edition written by Kilem L. Gwet and published by Advanced Analytics, LLC. This book was released on 2014-09-07 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Handbook of Inter Rater Reliability The Definitive Guide to Measuring the Extent of Agreement Among Raters Vol 2 Analysis of Quantitative Ratings written by Kilem Li Gwet and published by Advanced Analytics, LLC. This book was released on 2021-06-04 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Handbook of Inter Rater Reliability the Definitive Guide to Measuring the Extent of Agreement Among Raters written by Kilem GWET and published by . This book was released on 2021-06-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Handbook of Inter Rater Reliability Second Edition written by Kilem Li Gwet and published by Advanced Analytics, LLC. This book was released on 2010-06 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Handbook of Inter Rater Reliability written by Kilem Gwet and published by . This book was released on 2001-01-01 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Quantitative Psychology written by Marie Wiberg and published by Springer. This book was released on 2018-04-20 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Managing Applied Social Research written by Darlene F. Russ-Eft and published by John Wiley & Sons. This book was released on 2017-09-20 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Fundamentals of Design of Experiments for Automotive Engineering Volume I written by Young J. Chiang and published by SAE International. This book was released on 2023-11-28 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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)

Download or read book Crew Resource Management Training written by Norman MacLeod and published by CRC Press. This book was released on 2021-05-05 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Download or read book Handbook of Research on Science Education written by Norman G. Lederman and published by Taylor & Francis. This book was released on 2023-03-17 with total page 1916 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Systems Development Handbook Fourth Edition written by Paul C. Tinnirello and published by CRC Press. This book was released on 1999-08-31 with total page 812 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Feedback to Managers A Guide to Reviewing and Selecting Multirater Instruments for Leadership Development 4th Edition written by Jean Brittain Leslie and published by Center for Creative Leadership. This book was released on 2013-08-19 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: Feedback is a rare commodity in day-to-day organizational life, but it is a key to ongoing effectiveness.One popular vehicle for getting feedback from one's boss, peers, subordinates, and customers is the multiple-perspective or 360-degree-feedback instrument. Whether part of a management-development course or used alone, this kind of instrument can enhance self-awareness by highlighting a leader's strengths and areas in need of further development.Selecting the right instrument from among the dozens that are available can be difficult, however.This new edition of Feedback to Managers, the fourth, updates and expands the popular 1998 edition.It guides the selection process with an in-depth analysis of 32 publicly available instruments that relate self-view to the views of others on multiple management or leadership domains. Each of the instrument reports includes descriptive information, a look at the research behind the instrument, and descriptions of support materials.

Download or read book Medical Informatics and Data Analysis written by Pentti Nieminen and published by MDPI. This book was released on 2021-03-02 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Inter Rater Reliability Using SAS written by Kilem Li Gwet and published by Advanced Analytics Press. This book was released on 2010 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: The primary objective of this book is to show practitioners simple step-by-step approaches for organizing rating data, creating SAS datasets, and using appropriate SAS procedures, or special SAS macro programs to compute various inter-rater reliability coefficients. The author always starts with a brief and non-mathematical description of the agreement coefficients used in this book, before showing how they are calculated with SAS. The non-mathematical description of these coefficients is done using simple numeric examples to show their functionality. The author offers practical SAS solutions for 2 raters as well as for 3 raters and more. The FREQ procedure of SAS offers the calculation of Cohen's Kappa as an option, when the number of raters is limited to 2. The introduction of this feature is without doubt a very welcome addition to the system. But in addition to offering only Kappa as the only agreement coefficient, the use of FREQ to compute Kappa is full of pitfalls that could easily lead a careless practitioner to wrong results. For example, if one rater does not use one category that another rater has used, SAS does not compute any Kappa at all. This problem is referred to in chapter 1 as the unbalanced-table issue. Even more seriously, if both raters use the same number of different categories, SAS will produce "very wrong" results, because the FREQ procedure will be matching wrong categories to determine agreement. This issue is referred to in chapter 1 as the "Diagonal Issue." There are actually a few other potentially serious problems with weighted Kappa that the author has identified. They are all clearly documented in this book, and a plan for resolving each of them is proposed.

Download or read book Handbook of Neurologic Rating Scales 2nd Edition written by and published by Demos Medical Publishing. This book was released on with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Rating scales are used daily by everyone involved in the management of patients with neurologic disease and in the design and management of neurologic clinical trials. Now there is a single source for the wide range of scales used in specific neurologic diseases and neurorehabilitation. You will refer to this volume constantly! The first edition of the Handbook of Neurologic Rating Scales quickly became an invaluable reference work on the increasing array of scales for measuring neurologic disease. In the brief few years since the first edition the importance of this book has only increased. New Chapters Include Scales On: Generic and general use Pediatric neurology and rehabilitation Peripheral neuropathy and pain Ataxia HIV/AIDS And instruments for diagnosing headaches. Formal measurement of the effects of neurologic disease and of treatment effects, beyond the description of changes on the standard neurologic examination, is a relatively recent development. Controlled clinical trials and outcomes research are at the heart of modern information-based medicine, and neurologic scales are essential tools in clinical trials designed to provide this information. A Resource for Clinical Trials The Handbook of Neurologic Rating Scales provides a resource for clinicians and clinical investigators in the broad field of neurology and neurologic rehabilitation to help them: evaluate the clinical trials literature by providing information on the scales being used evaluate and select appropriate and efficient scales for clinical trials and outcomes research, and provide information that will help them to develop new scales or measures or to improve existing ones. A Resource for Evaluating Disease Status Outcomes research is playing an increasingly important role in clinical management and neurorehabilitation, and these also depend largely on measurement of disease status and change. In this era of managed care, neurologists must produce outcomes data demonstrating the effectiveness of neurologic care if the specialty is to survive, and certainly if it is to thrive. Even effective therapies are likely to fall by the wayside if studies to prove their effectiveness are not done. Comprehensive and Standardized Information on All Scales Each chapter in this volume contains the scales of importance and in current use, including a sequence of scale descriptions and specific scales in a standard format, as well as a summary and recommendations indicating which scales are most useful for specific purposes and whether a combination of scales is particularly useful or if better scales are needed. Each entry notes: the purpose for which the scale was developed and its current uses if they differ from those for which it was developed a detailed description of the scale information about validation, such as: Does the scale have face validity? i.e., does it appear to measure what it purports to measure? how and by whom the scale is administered the time needed to administer and score the scale the scale itself or, when the scale is proprietary or too long for inclusion, a description and key references special considerations, including unusual measures needed to obtain a valid score or problems in administering the test in specific patients advantages, or what makes the scale good or useful. Disadvantages, or what makes the scale difficult to use or impairs its reliability key references, including the original publication of the scale and its validation Downloadable PDFs of the scales contained in the Handbook of Neurologic Rating Scales are included with the purchase of this book. The password to download the files can be found in the book itself.

Download or read book Routledge Handbook of Sports and Exercise Therapy written by Keith Ward and published by Taylor & Francis. This book was released on 2024-06-13 with total page 1269 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Sports and Exercise Therapy is a methodically detailed, authoritative, contemporaneous and practical reference source for all those involved in sports and exercise therapy, whether students, established practitioners, educators or researchers. This comprehensive handbook cohesively presents foundational subjects and introduces principles and applications to support the development and practice of sports and exercise therapists. These are presented alongside new essential and evolving topic areas. Such a blend of fundamental underpinning and applied and experiential practical guidance gives this handbook a real sense of relevancy, and a contribution which can help to consolidate the positioning of sports and exercise therapists as key practitioners in an advancing landscape of health, exercise, sport, research and education. The handbook has been produced to create a seamless reference source for readers, but each of its chapters are also designed to be stand-alone presentations in their own right. The following areas are covered: Learning and teaching Evidence-based practice Anatomy and physiology Pathology of injuries Health and safety Clinical assessment Therapeutic modalities Injury rehabilitation Sports and exercise as medicine Sports and exercise nutrition Sports and exercise psychology Professionalism and ethics Structural and cultural competency Sideline sports injury management Management of regional injury conditions Case studies in sports and exercise therapy Employability and career development The handbook is comprehensively referenced and multi-authored. Its design incorporates numerous photographs, figures, tables and detailed sample document templates. It can be considered as an essential and topical resource for anyone involved in sports and exercise therapy, whether in their first year as an undergraduate or already working in professional practice.

Download or read book The SAGE Handbook of Qualitative Data Analysis written by Uwe Flick and published by SAGE. This book was released on 2013-12-18 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: The wide range of approaches to data analysis in qualitative research can seem daunting even for experienced researchers. This handbook is the first to provide a state-of-the art overview of the whole field of QDA; from general analytic strategies used in qualitative research, to approaches specific to particular types of qualitative data, including talk, text, sounds, images and virtual data. The handbook includes chapters on traditional analytic strategies such as grounded theory, content analysis, hermeneutics, phenomenology and narrative analysis, as well as coverage of newer trends like mixed methods, reanalysis and meta-analysis. Practical aspects such as sampling, transcription, working collaboratively, writing and implementation are given close attention, as are theory and theorization, reflexivity, and ethics. Written by a team of experts in qualitative research from around the world, this handbook is an essential compendium for all qualitative researchers and students across the social sciences.