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 : 2020-10-23
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 2020-10-23 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.
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 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.
Measuring And Modeling Persons And Situations
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Author : Dustin Wood
language : en
Publisher: Academic Press
Release Date : 2021-06-23
Measuring And Modeling Persons And Situations written by Dustin Wood and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-23 with Psychology 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
Educational And Psychological Measurement
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Author : W. Holmes Finch
language : en
Publisher: Routledge
Release Date : 2018-10-12
Educational And Psychological Measurement written by W. Holmes Finch and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-12 with Psychology categories.
This new text provides the most current coverage of measurement and psychometrics in a single volume. Authors W. Holmes Finch and Brian F. French first review the basics of psychometrics and measurement, before moving on to more complex topics such as equating and scaling, item response theory, standard setting, and computer adaptive testing. Also included are discussions of cutting-edge topics utilized by practitioners in the field, such as automated test development, game-based assessment, and automated test scoring. This book is ideal for use as a primary text for graduate-level psychometrics/measurement courses, as well as for researchers in need of a broad resource for understanding test theory. Features: "How it Works" and "Psychometrics in the Real World" boxes break down important concepts through worked examples, and show how theory can be applied to practice. End-of-chapter exercises allow students to test their comprehension of the material, while suggested readings and website links provide resources for further investigation. A collection of free online resources include the full output from R, SPSS, and Excel for each of the analyses conducted in the book, as well as additional exercises, sample homework assignments, answer keys, and PowerPoint lecture slides.
Ordinal Measurement In The Behavioral Sciences
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Author : Norman Cliff
language : en
Publisher: Psychology Press
Release Date : 2003-01-30
Ordinal Measurement In The Behavioral Sciences written by Norman Cliff and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-01-30 with Psychology categories.
This book provides an alternative method for measuring individual differences in psychological, educational, and other behavioral sciences studies. It is based on the assumptions of ordinal statistics as explained in Norman Cliff's 1996 Ordinal Methods for Behavioral Data Analysis. It provides the necessary background on ordinal measurement to permit its use to assess psychological and psychophysical tests and scales and interpret the data obtained. The authors believe that some of the behavioral measurement models used today do not fit the data or are inherently self-contradictory. Applications of these models can therefore lead to unwarranted inferences regarding the status of the derived variables. These methods can also be difficult to apply, particularly in small-sample contexts without making additional, unrealistic assumptions. Ordinal methods more closely reflect the original data, are simple to apply, and can be used in samples of any size. The book's approach is in essence a return to simple empiricism in psychological measurement. Ordinal Measurement in the Behavioral Sciences provides: *methods for analyzing test responses; *extensive discussions of ordinal approaches to analyzing data that are judgments of stimuli; *methods for treating psychological data in ways consistent with its ordinal nature so as to stimulate new developments in this area; and *ordinal test theory and the unfolding methods that are applicable to cross-cultural studies. Advanced students, researchers, and practitioners concerned with psychological measurement should find this book relevant. Measurement professionals will find it provides useful and simple methods that stimulate thought about measurement's real issues.
Item Response Theory For Creativity Measurement
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Author : Nils Myszkowski
language : en
Publisher: Cambridge University Press
Release Date : 2024-03-14
Item Response Theory For Creativity Measurement written by Nils Myszkowski 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 2024-03-14 with Psychology categories.
This Element aims to provide an overview of classical test theory, an introduction to IRT and its core concepts, a practical strategic approach to IRT modeling, example applications of this strategy from creativity research and the associated advantages and ideas for future work.
Introduction To Psychological Measurement
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Author : Jum C. Nunnally
language : en
Publisher: McGraw-Hill Companies
Release Date : 1970
Introduction To Psychological Measurement written by Jum C. Nunnally and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1970 with Adjustment (Psychology) categories.
Psychometrics
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Author : R. Michael Furr
language : en
Publisher: SAGE
Release Date : 2013-02-27
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 2013-02-27 with Psychology categories.
From a perspective that focuses on the meaning, purpose, and implications of key psychometric concepts, principles, and procedures, Psychometrics: An Introduction, Second Edition (by R. Michael Furr and Verne R. Bacharach) introduces the subject and study of psychometrics. It addresses these topics at a level that is deeper and more focused than what is found in typical introductory undergraduate testing and measurement texts, but is much more intuitive than what is traditionally found in the more technical publications intended for advanced graduate courses. By emphasizing concepts over mathematical proofs and by focusing on practical significance, this book assists students in appreciating not just how measurement problems can be addressed, but why it is crucial to address them.
Measuring Psychological Constructs
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Author : Susan E. Embretson
language : en
Publisher: Amer Psychological Assn
Release Date : 2010
Measuring Psychological Constructs written by Susan E. Embretson and has been published by Amer Psychological Assn this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Medical categories.
More than a half-century has passed since Cronbachs distinction between the correlational and experimental approaches in psychology. Yet measurement today is not much better integrated with psychological theory than it was in the late 1950s, and many argue that the traditional psychometric model itself may have introduced constraints that have limited the integration of measurement and theory. Measuring Psychological Constructs seeks to break through these constraints by offering conceptual alternatives to traditional item-response theorys fixed-content/multiple-choice models. This edited volumes contributors present groundbreaking explanatory approaches to model-based measurement that provide various psychological constructs with more authentic measures such as constructed-response tasks and performance assessment. These new explanatory approaches not only extend rigorous psychometric methods to a variety of major psychological constructs, but also have the potential to change fundamentally the nature of the constructs that are being measured. Grounded in psychometrics and quantitative assessment, and in the history and major theoretical approaches of psychology, Measuring Psychological Constructs is aimed at students, teachers, researchers, and practitioners alike, in variety of psychology subdisciplines that include developmental and geriatric, industrial/organizational, clinical and counseling, educational, social and personality, experimental, neuropsychology, health and rehabilitation, and quantitative psychology.