Essays On Contemporary Psychometrics

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Essays on Contemporary Psychometrics

Author : L. Andries van der Ark
Publisher : Springer Nature
ISBN 13 : 303110370X
Total Pages : 461 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Essays on Contemporary Psychometrics by : L. Andries van der Ark

Download or read book Essays on Contemporary Psychometrics written by L. Andries van der Ark and published by Springer Nature. This book was released on 2023-03-17 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book 'Essays on Contemporary Psychometrics' provides an overview of contemporary psychometrics, the science devoted to the advancement of quantitative measurement practices in psychology, education and the social sciences. The volume consists of four parts, each having several chapters on cutting-edge work in the field. Part I, General Perspectives on Psychometrics, includes expert views on topics such as psychological models vs. measurement models, using tests in decision making, artificial intelligence, and psychometric network models. Part II, Factor Analysis and Classical Test Theory, the type of psychometrics that is still used most often in the social and behavioral sciences, includes state-of-the-art contributions on test-score reliability, change-score reliability, handling missing data in principal component analysis, test equating, and conditional standard errors of measurement. Part III, Item Response Theory, the leading form of psychometrics in modern educational measurement, includes discussions of sampling from many conditional distributions, transparent score reporting, nonparametric item response theory, and targeted testing. Part IV, New Psychometrics, discusses recently developed ideas beyond classical test theory and item response theory, including topics related to computer adaptive testing, response-time modelling, validity indices, diagnostic classification models, and the sparse latent class model for ordinal measurements. Together, these four parts provide an overview of the current state-of-the-art in psychometrics in educational measurement. They are a valuable source of information for graduate students who (intend to) study psychometrics and need an overview of the field, and for researchers interested in the current developments in the field. Chapters [3], [5], [8], [16] and [19] are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Contemporary Psychometrics

Author : Albert Maydeu-Olivares
Publisher : Psychology Press
ISBN 13 : 1135623163
Total Pages : 596 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Contemporary Psychometrics by : Albert Maydeu-Olivares

Download or read book Contemporary Psychometrics written by Albert Maydeu-Olivares and published by Psychology Press. This book was released on 2005-05-06 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contemporary Psychometrics features cutting edge chapters organized in four sections: test theory, factor analysis, structural equation modeling, and multivariate analysis. The section on test theory includes topics such as multidimensional item response theory (IRT), the relationship between IRT and factor analysis, estimation and testing of these models, and basic measurement issues that are often neglected. The factor analysis section reviews the history and development of the model, factorial invariance and factor analysis indeterminacy, and Bayesian inference for factor scores and parameter estimates. The section on structural equation modeling (SEM) includes the general algebraic-graphic rules for latent variable SEM, a survey of goodness of fit assessment, SEM resampling methods, a discussion of how to compare correlations between and within independent samples, dynamic factor models based on ARMA time series models, and multi-level factor analysis models for continuous and discrete data. The final section on multivariate analysis includes topics such as dual scaling of ordinal data, model specification and missing data problems in time series models, and a discussion of the themes that run through all multivariate methods. This tour de force through contemporary psychometrics will appeal to advanced students and researchers in the social and behavioral sciences and education, as well as methodologists from other disciplines.

Handbook of Automated Essay Evaluation

Author : Mark D. Shermis
Publisher : Routledge
ISBN 13 : 1136334807
Total Pages : 385 pages
Book Rating : 4.1/5 (363 download)

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Book Synopsis Handbook of Automated Essay Evaluation by : Mark D. Shermis

Download or read book Handbook of Automated Essay Evaluation written by Mark D. Shermis and published by Routledge. This book was released on 2013-07-18 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive, interdisciplinary handbook reviews the latest methods and technologies used in automated essay evaluation (AEE) methods and technologies. Highlights include the latest in the evaluation of performance-based writing assessments and recent advances in the teaching of writing, language testing, cognitive psychology, and computational linguistics. This greatly expanded follow-up to Automated Essay Scoring reflects the numerous advances that have taken place in the field since 2003 including automated essay scoring and diagnostic feedback. Each chapter features a common structure including an introduction and a conclusion. Ideas for diagnostic and evaluative feedback are sprinkled throughout the book. Highlights of the book’s coverage include: The latest research on automated essay evaluation. Descriptions of the major scoring engines including the E-rater®, the Intelligent Essay Assessor, the IntellimetricTM Engine, c-raterTM, and LightSIDE. Applications of the uses of the technology including a large scale system used in West Virginia. A systematic framework for evaluating research and technological results. Descriptions of AEE methods that can be replicated for languages other than English as seen in the example from China. Chapters from key researchers in the field. The book opens with an introduction to AEEs and a review of the "best practices" of teaching writing along with tips on the use of automated analysis in the classroom. Next the book highlights the capabilities and applications of several scoring engines including the E-rater®, the Intelligent Essay Assessor, the IntellimetricTM engine, c-raterTM, and LightSIDE. Here readers will find an actual application of the use of an AEE in West Virginia, psychometric issues related to AEEs such as validity, reliability, and scaling, and the use of automated scoring to detect reader drift, grammatical errors, discourse coherence quality, and the impact of human rating on AEEs. A review of the cognitive foundations underlying methods used in AEE is also provided. The book concludes with a comparison of the various AEE systems and speculation about the future of the field in light of current educational policy. Ideal for educators, professionals, curriculum specialists, and administrators responsible for developing writing programs or distance learning curricula, those who teach using AEE technologies, policy makers, and researchers in education, writing, psychometrics, cognitive psychology, and computational linguistics, this book also serves as a reference for graduate courses on automated essay evaluation taught in education, computer science, language, linguistics, and cognitive psychology.

Realism and Psychology

Author : Nigel Mackay
Publisher : BRILL
ISBN 13 : 9004194878
Total Pages : 944 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Realism and Psychology by : Nigel Mackay

Download or read book Realism and Psychology written by Nigel Mackay and published by BRILL. This book was released on 2010-12-17 with total page 944 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a collection of new, published and revised essays, providing a distinctive, thoroughgoing, realist approach to contemporary psychological theories, concepts, methods, and applications. The essays also offer critical analyses of antirealist trends both in and outside of mainstream psychology.

Modern Psychometrics

Author : John Rust
Publisher : Routledge
ISBN 13 : 1317268768
Total Pages : 199 pages
Book Rating : 4.3/5 (172 download)

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Book Synopsis Modern Psychometrics by : John Rust

Download or read book Modern Psychometrics written by John Rust and published by Routledge. This book was released on 2020-12-24 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This popular text introduces the reader to all aspects of psychometric assessment, including its history, the construction and administration of traditional tests, and the latest techniques for psychometric assessment online. Rust, Kosinski, and Stillwell begin with a comprehensive introduction to the increased sophistication in psychometric methods and regulation that took place during the 20th century, including the many benefits to governments, businesses, and customers. In this new edition, the authors explore the increasing influence of the internet, wherein everything we do on the internet is available for psychometric analysis, often by AI systems operating at scale and in real time. The intended and unintended consequences of this paradigm shift are examined in detail, and key controversies, such as privacy and the psychographic microtargeting of online messages, are addressed. Furthermore, this new edition includes brand-new chapters on item response theory, computer adaptive testing, and the psychometric analysis of the digital traces we all leave online. Modern Psychometrics combines an up-to-date scientific approach with full consideration of the political and ethical issues involved in the implementation of psychometric testing in today’s society. It will be invaluable to both undergraduate and postgraduate students, as well as practitioners who are seeking an introduction to modern psychometric methods.

Modern Psychometrics with R

Author : Patrick Mair
Publisher : Springer
ISBN 13 : 3319931776
Total Pages : 458 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Modern Psychometrics with R by : Patrick Mair

Download or read book Modern Psychometrics with R written by Patrick Mair and published by Springer. This book was released on 2018-09-20 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook describes the broadening methodology spectrum of psychological measurement in order to meet the statistical needs of a modern psychologist. The way statistics is used, and maybe even perceived, in psychology has drastically changed over the last few years; computationally as well as methodologically. R has taken the field of psychology by storm, to the point that it can now safely be considered the lingua franca for statistical data analysis in psychology. The goal of this book is to give the reader a starting point when analyzing data using a particular method, including advanced versions, and to hopefully motivate him or her to delve deeper into additional literature on the method. Beginning with one of the oldest psychometric model formulations, the true score model, Mair devotes the early chapters to exploring confirmatory factor analysis, modern test theory, and a sequence of multivariate exploratory method. Subsequent chapters present special techniques useful for modern psychological applications including correlation networks, sophisticated parametric clustering techniques, longitudinal measurements on a single participant, and functional magnetic resonance imaging (fMRI) data. In addition to using real-life data sets to demonstrate each method, the book also reports each method in three parts-- first describing when and why to apply it, then how to compute the method in R, and finally how to present, visualize, and interpret the results. Requiring a basic knowledge of statistical methods and R software, but written in a casual tone, this text is ideal for graduate students in psychology. Relevant courses include methods of scaling, latent variable modeling, psychometrics for graduate students in Psychology, and multivariate methods in the social sciences.

Modern Psychometrics, Third Edition

Author : John Rust
Publisher : Routledge
ISBN 13 : 1317723775
Total Pages : 272 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Modern Psychometrics, Third Edition by : John Rust

Download or read book Modern Psychometrics, Third Edition written by John Rust and published by Routledge. This book was released on 2014-07-11 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today psychometrics plays an increasingly important role in all our lives as testing and assessment occurs from preschool until retirement. This book introduces the reader to the subject in all its aspects, ranging from its early history, school examinations, how to construct your own test, controversies about IQ and recent developments in testing on the internet. In Part one of Modern Psychometrics, Rust and Golombok outline the history of the field and discuss central theoretical issues such as IQ, personality and integrity testing and the impact of computer technology and the internet. In Part two a practical step-by-step guide to the development of a psychometric test is provided. This will enable anyone wishing to develop their own test to plan, design, construct and validate it to a professional standard. This third edition has been extensively updated and expanded to take into account recent developments in the field, making it the ideal companion for those studying for the British Psychological Society’s Certificates of Competence in Testing. Modern Psychometrics combines an up to date scientific approach to the subject with a full consideration of the political and ethical issues involved in the large scale implementation of psychometrics testing in today’s highly networked society, particularly in terms of issues of diversity and internationalism. It will be useful to students and practictioners at all levels who are interested in psychometrics.

Contemporary Psychometrics

Author : Albert Maydeu-Olivares
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (656 download)

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Book Synopsis Contemporary Psychometrics by : Albert Maydeu-Olivares

Download or read book Contemporary Psychometrics written by Albert Maydeu-Olivares and published by . This book was released on 2005 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Measuring the Mind

Author : Denny Borsboom
Publisher : Cambridge University Press
ISBN 13 : 9780521102841
Total Pages : 196 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Measuring the Mind by : Denny Borsboom

Download or read book Measuring the Mind written by Denny Borsboom and published by Cambridge University Press. This book was released on 2009-03-12 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is it possible to measure psychological attributes like intelligence, personality and attitudes and if so, how does that work? What does the term 'measurement' mean in a psychological context? This fascinating and timely book discusses these questions and investigates the possible answers that can be given response. Denny Borsboom provides an in-depth treatment of the philosophical foundations of widely used measurement models in psychology. The theoretical status of classical test theory, latent variable theory and positioned in terms of the underlying philosophy of science. Special attention is devoted to the central concept of test validity and future directions to improve the theory and practice of psychological measurement are outlined.

What is Intelligence?

Author : Robert J. Sternberg
Publisher : Praeger
ISBN 13 : 0893913898
Total Pages : 0 pages
Book Rating : 4.8/5 (939 download)

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Book Synopsis What is Intelligence? by : Robert J. Sternberg

Download or read book What is Intelligence? written by Robert J. Sternberg and published by Praeger. This book was released on 1986 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Two dozen brief essays by the foremost experts in the field are presented in this volume. Each researcher comments on the nature of intelligence, its measurement, and the future of research in the field, bringing his or her own perspective to bear on the issues. Truly diverse viewpoints are represented: cognitive psychology, developmental psychology, psychometrics, artifical intelligence, cross-cultural psychology, educational psychology, and differential psychology. An introduction that sets an historical and philosophical context, and two essays that interrelate the contributions, complete the volume.

Contemporary Second Language Assessment

Author : Jayanti Veronique Banerjee
Publisher : Bloomsbury Publishing
ISBN 13 : 0567147061
Total Pages : 288 pages
Book Rating : 4.5/5 (671 download)

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Book Synopsis Contemporary Second Language Assessment by : Jayanti Veronique Banerjee

Download or read book Contemporary Second Language Assessment written by Jayanti Veronique Banerjee and published by Bloomsbury Publishing. This book was released on 2016-06-30 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Includes chapters on key aspects of second language assessment such as test construct, diagnosis, exam design, and the growing range of public policy, social and ethical issues. Each of the contributors is an expert in their area; some are established names while others are talented newcomers to the field. The chapters present new research or perspectives on traditional concerns such as test quality; fairness and bias; the testing of different language skills; the needs of different groups of examinees, including English language learners who need to take content tests in English; and the use of language assessments for gate-keeping purposes. The volume demonstrates how language assessment is informed by and engages with neighbouring areas of applied linguistics such as technology and language corpora. The book represents the best of current practice in second language assessment and, as a one volume reference, will be invaluable to students and researchers looking for material that extends their understanding of the field.

Test Scoring

Author : David Thissen
Publisher : Routledge
ISBN 13 : 113565137X
Total Pages : 435 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Test Scoring by : David Thissen

Download or read book Test Scoring written by David Thissen and published by Routledge. This book was released on 2001-05 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Test Scoring provides a summary of traditional true score test theory and modern item response theory related to scoring tests, as well as novel developments resulting from the integration of these approaches. The background material introduced in the first four chapters builds a foundation for the new developments covered in later chapters. These new methods offer alternative psychometric approaches to scoring complex assessments. Each of the book's contributors draws from the classic literature of traditional test theory, as well as psychometric developments of the past decade. The emphasis is on large-scale educational measurement but the topics and procedures may be applied broadly within many measurement contexts. Numerous graphs and illustrative examples based on real tests and actual data are integrated throughout. This multi-authored volume shows the reader how to combine the coded outcomes on individual test items into a numerical summary about the examinee's performance. This book is intended for researchers and students in education and other social sciences interested in educational assessment and policy, the design and development of tests, and the procedures for test administration and scoring. Prerequisites include an introduction to educational and psychological measurement and basic statistics. Knowledge of differential and integral calculus and matrix algebra is helpful but not required.

Measurement Models for Psychological Attributes

Author : Klaas Sijtsma
Publisher : CRC Press
ISBN 13 : 1439881367
Total Pages : 300 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Measurement Models for Psychological Attributes by : Klaas Sijtsma

Download or read book Measurement Models for Psychological Attributes written by Klaas Sijtsma and published by CRC Press. This book was released on 2020-10-22 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite the overwhelming use of tests and questionnaires, the psychometric models for constructing these instruments are often poorly understood, leading to suboptimal measurement. Measurement Models for Psychological Attributes is a comprehensive and accessible treatment of the common and the less than common measurement models for the social, behavioral, and health sciences. The monograph explains the adequate use of measurement models for test construction, points out their merits and drawbacks, and critically discusses topics that have raised and continue to raise controversy. Because introductory texts on statistics and psychometrics are sufficient to understand its content, the monograph may be used in advanced courses on applied psychometrics, and is attractive to both researchers and graduate students in psychology, education, sociology, political science, medicine and marketing, policy research, and opinion research. The monograph provides an in-depth discussion of classical test theory and factor models in Chapter 2; nonparametric and parametric item response theory in Chapter 3 and Chapter 4, respectively; latent class models and cognitive diagnosis models in Chapter 5; and discusses pairwise comparison models, proximity models, response time models, and network psychometrics in Chapter 6. The chapters start with the theory and methods of the measurement model and conclude with a real-data example illustrating the measurement model.

Method Matters in Psychology

Author : Brian D. Haig
Publisher : Springer
ISBN 13 : 3030010511
Total Pages : 210 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Method Matters in Psychology by : Brian D. Haig

Download or read book Method Matters in Psychology written by Brian D. Haig and published by Springer. This book was released on 2018-09-25 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book applies a range of ideas about scientific discovery found in contemporary philosophy of science to psychology and related behavioral sciences. In doing so, it aims to advance our understanding of a host of important methodological ideas as they apply to those sciences. A philosophy of local scientific realism is adopted in favor of traditional accounts that are thought to apply to all sciences. As part of this philosophy, the implications of a commitment to philosophical naturalism are spelt out, and a correspondence theory of truth is defended by showing how it helps explain various features of scientific practice. The central chapter of the book presents a broad theory of scientific method that comprises the detection of empirical phenomena and their subsequent understanding by constructing explanatory theories through the use of abductive methods. This theory of scientific method is then used as a framework to reconstruct the well-known qualitative method of grounded theory, and to present a systematic perspective on clinical reasoning and case formulation. Relatedly, an abductive or explanationist understanding of methods is employed to evaluate the knowledge credentials of evolutionary psychology. In addition, the conceptual and methodological foundations of a variety of quantitative methods are examined. Exploratory factor analysis and tests of statistical significance are given special attention.

A Paul Meehl Reader

Author : Niels G. Waller
Publisher : Routledge
ISBN 13 : 1134812140
Total Pages : 593 pages
Book Rating : 4.1/5 (348 download)

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Book Synopsis A Paul Meehl Reader by : Niels G. Waller

Download or read book A Paul Meehl Reader written by Niels G. Waller and published by Routledge. This book was released on 2013-09-05 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new book introduces a new generation to the important insights of Paul Meehl. In addition to selected papers from the classic reader, Psychodiagnosis, this book features new material selected from Meehl's most influential writings. The resulting collection is a tour de force illustrating quantitative analysis of life science problems, an examination of the inadequacy of some methods of analysis, and a review of the application of taxometrics. A Paul Meehl Reader is organized into five content areas: theory building and appraisal - how we discover and test the true causal relations of psychological constructs; specific etiology - an examination of genetic, behavioral, and environmental etiology in psychopathology; diagnosis and prediction - a review of the appropriate use of base rates; taxometrics - a look at Meehl's development of the method he invented; thinking effectively about psychological questions - a critique of correlation research and the power of quantitative thinking in psychology. The Reader features section introductions to orient the reader and provide a context and structure for Paul Meehl's work. The section on diagnosis and prediction features problem sets with solutions to guide the reader through practical applications of the principles described. Accompanying downloadable resources contain footage from Paul Meehl's engaging seminar on clinical versus statistical prediction. This book appeals to advanced students and professionals in psychology, sociology, law, education, human development, and philosophy.

Personality and Intelligence

Author : Robert J. Sternberg
Publisher : Cambridge University Press
ISBN 13 : 9780521417907
Total Pages : 352 pages
Book Rating : 4.4/5 (179 download)

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Book Synopsis Personality and Intelligence by : Robert J. Sternberg

Download or read book Personality and Intelligence written by Robert J. Sternberg and published by Cambridge University Press. This book was released on 1994-04-29 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Motivated by their belief that the most interesting work on intelligence is now being done at the interface of intelligence and personality, Robert Sternberg and Patricia Ruzgis have collected a body of essays exploring the interconnections and interdependencies between these two constructs. The essays selected form a history of the fields of intelligence and personality, from the period of "grand theories," in which researchers sought to formulate overarching theories of the constructs as a whole, to the psychometric approach of factor analysis, to the development of situational and domain-specific theories, and finally to current research on person-situation interactions. Including work from such prominent researchers as Eysenck, Baltes, Dwek, Cantor, Ford, Smirnov, and Salovey, the book comprises an overview of the current state of the literature on the integration of the emotional and cognitive sides of a person's life. This will be a useful supplement in advanced undergraduate or graduate courses in personality and/or intellectual processes.

A Pragmatic Perspective of Measurement

Author : David Torres Irribarra
Publisher : Springer Nature
ISBN 13 : 3030740250
Total Pages : 96 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis A Pragmatic Perspective of Measurement by : David Torres Irribarra

Download or read book A Pragmatic Perspective of Measurement written by David Torres Irribarra and published by Springer Nature. This book was released on 2021-05-29 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to address the challenges of defining measurement in social sciences, presenting a conceptualization of the practice of measurement from the perspective of the pragmatic tradition in philosophy. The book reviews key questions regarding the scope and limits of measurement, emphasizing that if the trust that the public places on measures in the social sciences relies on their connection to the notion of measurement in the physical sciences, then the clarification of the similarities and differences between measurement in the physical and the social realms is of central importance to adequately contextualize their relative advantages and limitations. It goes on to present some of the most influential theories of measurement such as the “classical view” of measurement, operationalism, and the representational theory of measurement, as well as more methodological perspectives arising from the practice of researchers in the social sciences, such as the latent variable perspective, and from the physical sciences and engineering, represented by metrology. This overview illustrates that the concept of measurement, and that of quantitative methods, is currently being used across the board in ways that do not necessarily conform to traditional, classical definitions of measurement, pushing the boundaries of what constitutes our technical understanding of it. Moreover, what constitutes a technical understanding of measurement, and the theoretical commitments that it entails, must vary in different areas. In this context, disagreement on what is constitutive of measurement is bound to appear. Pragmatism is presented as a theoretical perspective that offers the advantage of being flexible and fallibilist, encouraging us to abandon the pursuit of a timeless and perfect definition that attempts to establish decontextualized/definitive demarcation criteria for what is truly measurement. This book will be of particular interest for psychologists and other human and social scientists, and more concretely for scholars interested in measurement and assessment in psychological and social measurement. The pragmatic perspective of measurement presents a conceptual framework for researchers to ground their assessment practices acknowledging and dealing with the challenges of social measurement.