Measurement Models For Psychological Attributes
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Measurement Models For Psychological Attributes
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Author : Klaas Sijtsma
language : en
Publisher: CRC Press
Release Date : 2020-10-22
Measurement Models For Psychological Attributes written by Klaas Sijtsma and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-22 with Mathematics categories.
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.
Measuring And Modeling Persons And Situations
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Author : Dustin Wood
language : en
Publisher: Elsevier
Release Date : 2021-06-24
Measuring And Modeling Persons And Situations written by Dustin Wood and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-24 with Education categories.
Measuring and Modeling Persons and Situations presents major innovations and contributions on the topic, promoting deeper integration, cross-pollination of ideas across diverse academic disciplines, and the facilitation of the development of practical applications such as matching people to jobs, understanding decision making, and predicting how a group of individuals will interact with one another. The book is organized around two overarching and interrelated themes, with the first focusing on assessing the person and the situation, covering methodological advances and techniques for inferring and measuring characteristics, and showing how they can be instantiated for measurement and predictive purposes. The book's second theme presents theoretical models, conceptualizing how factors of the person and situation can help us understand the psychological dynamics which underlie behavior, the psychological experience of fit or congruence with one's environment, and changes in personality traits over time. Identifies technologies for measuring and predicting behavior Infers behavior causes from personality and/or situational variables Utilizes big data, machine learning and modeling to understand behavior Includes mobile phone, social media and wearable tech usage analysis Explores the stability of personality over time Considers behavior analysis to treat maladaptive behavior
Sociocognitive Foundations Of Educational Measurement
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Author : Robert J. Mislevy
language : en
Publisher: Routledge
Release Date : 2018-04-09
Sociocognitive Foundations Of Educational Measurement written by Robert J. Mislevy and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-09 with Education categories.
Several key developments challenge the field of educational measurement today: demands for tests at larger scales with higher stakes, an improved understanding of how people develop capabilities, and new technologies for interactive digital assessments. Sociocognitive Foundations of Educational Measurement integrates new developments in educational measurement and educational psychology in order to provide researchers, testing professionals, and students with an innovative sociocognitive perspective on assessment. This comprehensive volume begins with a broad explanation of the sociocognitive perspective and the foundations of assessment, then provides a series of focused applications to major topics such as assessment arguments, validity, fairness, interactive assessment, and a conception of "measurement" in educational assessment. Classical test theory, item response theory, categorical models, mixture models, cognitive diagnosis models, and Bayesian networks are explored from the resulting perspective. Ideal for specialists in these areas, graduate students, developers, and scholars in both educational measurement and fields that contribute to a sociocognitive perspective, this book consolidates nearly a decade of research into a fresh perspective on educational measurement.
From Modern To Postmodern Psychology Is There A Way Past
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Author : Barbara Hanfstingl
language : en
Publisher: Frontiers Media SA
Release Date : 2023-03-31
From Modern To Postmodern Psychology Is There A Way Past written by Barbara Hanfstingl and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-31 with Science categories.
Measuring The Mind
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Author : Denny Borsboom
language : en
Publisher: Cambridge University Press
Release Date : 2005-05-23
Measuring The Mind written by Denny Borsboom and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-05-23 with Psychology categories.
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.
Psychometrics
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Author : R. Michael Furr
language : en
Publisher: SAGE
Release Date : 2008
Psychometrics written by R. Michael Furr and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Psychology categories.
Focusing on the conceptual understanding of psychometric issues such as validity and reliability this textbook introduces psychometric principles at a level that goes into more detail than introductory undergraduate texts, yet also more intuitive than more technical publications intended for postgraduate level. By emphasizing conceptual development and practical significance over mathematical proofs, this book assists students in appreciating how measurement problems can be addressed and why it is important to address them.
Measurement And Evaluation In Psychology
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Author : Professor Dr. Bilal Semih Bozdemir
language : en
Publisher: Professor Dr. Bilal Semih Bozdemir
Release Date :
Measurement And Evaluation In Psychology written by Professor Dr. Bilal Semih Bozdemir and has been published by Professor Dr. Bilal Semih Bozdemir this book supported file pdf, txt, epub, kindle and other format this book has been release on with Education categories.
Measurement and Evaluation in Psychology Introduction to Psychological Measurement Defining Psychological Constructs Operationalization of Constructs Reliability in Psychological Measurement Types of Reliability: Test-Retest, Inter-Rater, Internal Consistency Validity in Psychological Measurement Types of Validity: Content, Criterion, Construct Measurement Scales: Nominal, Ordinal, Interval, Ratio Principles of Test Construction Item Analysis and Selection Normative Data and Standardization Ipsative and Normative Scoring Ethical Considerations in Psychological Measurement Cognitive Ability Tests Personality Assessments Clinical and Diagnostic Measures Behavioral Observation and Rating Scales Self-Report Measures Projective Techniques Qualitative Assessment Methods Measurement in Experimental Research Measurement in Correlational Research Measurement in Applied Settings Challenges in Psychological Measurement Bias and Fairness in Measurement Cultural Considerations in Measurement Advances in Measurement Technology Future Directions in Psychological Measurement Conclusion and Key Takeaways
Twenty Interviews With Psychometric Society Presidents
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Author : Lisa D. Wijsen
language : en
Publisher: Springer Nature
Release Date : 2023-11-16
Twenty Interviews With Psychometric Society Presidents written by Lisa D. Wijsen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-16 with Social Science categories.
Twenty Interviews with Psychometric Society Presidents tells the stories of the people who are the driving forces of psychometric research, teaching and practice. In semi-structured interviews, twenty presidents of the Psychometric Society share how they moved into the psychometric field, what inspired them to pursue this path, and what still drives them to do their research. They also reflect on the current status, history, and future of their own field, considering psychometrics' most significant historical achievements, as well as the major challenges that lie ahead. This curated collection provides a wealth of historical knowledge that is relevant for every practicing psychometrician. Introspective and insightful, it exhibits the wide array of opinions and visions in the field. Readers are invited to critically reflect on what holds this diverse field together, and what challenges and opportunities are on the horizon.
Statistical Approaches To Measurement Invariance
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Author : Roger E. Millsap
language : en
Publisher: Routledge
Release Date : 2012-03-29
Statistical Approaches To Measurement Invariance written by Roger E. Millsap and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-29 with Psychology categories.
This book reviews the statistical procedures used to detect measurement bias. Measurement bias is examined from a general latent variable perspective so as to accommodate different forms of testing in a variety of contexts including cognitive or clinical variables, attitudes, personality dimensions, or emotional states. Measurement models that underlie psychometric practice are described, including their strengths and limitations. Practical strategies and examples for dealing with bias detection are provided throughout. The book begins with an introduction to the general topic, followed by a review of the measurement models used in psychometric theory. Emphasis is placed on latent variable models, with introductions to classical test theory, factor analysis, and item response theory, and the controversies associated with each, being provided. Measurement invariance and bias in the context of multiple populations is defined in chapter 3 followed by chapter 4 that describes the common factor model for continuous measures in multiple populations and its use in the investigation of factorial invariance. Identification problems in confirmatory factor analysis are examined along with estimation and fit evaluation and an example using WAIS-R data. The factor analysis model for discrete measures in multiple populations with an emphasis on the specification, identification, estimation, and fit evaluation issues is addressed in the next chapter. An MMPI item data example is provided. Chapter 6 reviews both dichotomous and polytomous item response scales emphasizing estimation methods and model fit evaluation. The use of models in item response theory in evaluating invariance across multiple populations is then described, including an example that uses data from a large-scale achievement test. Chapter 8 examines item bias evaluation methods that use observed scores to match individuals and provides an example that applies item response theory to data introduced earlier in the book. The book concludes with the implications of measurement bias for the use of tests in prediction in educational or employment settings. A valuable supplement for advanced courses on psychometrics, testing, measurement, assessment, latent variable modeling, and/or quantitative methods taught in departments of psychology and education, researchers faced with considering bias in measurement will also value this book.
Constructing Measures
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Author : Mark Wilson
language : en
Publisher: Taylor & Francis
Release Date : 2023-06-05
Constructing Measures written by Mark Wilson and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-05 with Psychology categories.
Constructing Measures introduces a way to understand the advantages and disadvantages of measurement instruments. It explains the ways to use such instruments, and how to apply these methods to develop new instruments or adapt old ones, based on item response modeling and construct references. Now in its second edition, this book focuses on the steps taken while constructing an instrument, and breaks down the "building blocks" that make up an instrument—the construct map, the design plan for the items, the outcome space, and the statistical measurement model. The material covers a variety of item formats, including multiple-choice, open-ended, and performance items, projects, portfolios, Likert and Guttman items, behavioral observations, and interview protocols. Each chapter includes an overview of the key concepts, related resources for further investigation, and exercises and activities. A variety of examples from the behavioral and social sciences and education—including achievement and performance testing, attitude measures, health measures, and general sociological scales—demonstrate the application of the material. New to this edition are additional example contexts including a cognitive/achievement example, an attitude example, and a behavioral example and new concentrations on specific measurement issues and practices such as standard-setting, computer-delivery and reporting, and going beyond the Likert response format. Constructing Measures is an invaluable text for undergraduate and graduate courses on item, test, or instrument development; measurement; item response theory; or Rasch analysis taught in a variety of departments, including education, statistics, and psychology. The book also appeals to practitioners who develop instruments, including industrial/organizational, educational, and school psychologists; health outcomes researchers; program evaluators; and sociological measurers.