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Books > Social sciences > Psychology > Psychological methodology > Psychological testing & measurement
1. The author is forefront of the application of IRT (classic and innovative methodologies). 2. Covers all IRT in broad brushstrokes in an accessible manner. 3. Includes an abundance of original and secondary sources to facilitate learning, including further reading, simulated datasets, and graphics.
The general theme of this book is to present innovative psychometric modeling and methods. In particular, this book includes research and successful examples of modeling techniques for new data sources from digital assessments, such as eye-tracking data, hint uses, and process data from game-based assessments. In addition, innovative psychometric modeling approaches, such as graphical models, item tree models, network analysis, and cognitive diagnostic models, are included. Chapters 1, 2, 4 and 6 are about psychometric models and methods for learning analytics. The first two chapters focus on advanced cognitive diagnostic models for tracking learning and the improvement of attribute classification accuracy. Chapter 4 demonstrates the use of network analysis for learning analytics. Chapter 6 introduces the conjunctive root causes model for the understanding of prerequisite skills in learning. Chapters 3, 5, 8, 9 are about innovative psychometric techniques to model process data. Specifically, Chapters 3 and 5 illustrate the usage of generalized linear mixed effect models and item tree models to analyze eye-tracking data. Chapter 8 discusses the modeling approach of hint uses and response accuracy in learning environment. Chapter 9 demonstrates the identification of observable outcomes in the game-based assessments. Chapters 7 and 10 introduce innovative latent variable modeling approaches, including the graphical and generalized linear model approach and the dynamic modeling approach. In summary, the book includes theoretical, methodological, and applied research and practices that serve as the foundation for future development. These chapters provide illustrations of efforts to model and analyze multiple data sources from digital assessments. When computer-based assessments are emerging and evolving, it is important that researchers can expand and improve the methods for modeling and analyzing new data sources. This book provides a useful resource to researchers who are interested in the development of psychometric methods to solve issues in this digital assessment age.
The general theme of this book is to present innovative psychometric modeling and methods. In particular, this book includes research and successful examples of modeling techniques for new data sources from digital assessments, such as eye-tracking data, hint uses, and process data from game-based assessments. In addition, innovative psychometric modeling approaches, such as graphical models, item tree models, network analysis, and cognitive diagnostic models, are included. Chapters 1, 2, 4 and 6 are about psychometric models and methods for learning analytics. The first two chapters focus on advanced cognitive diagnostic models for tracking learning and the improvement of attribute classification accuracy. Chapter 4 demonstrates the use of network analysis for learning analytics. Chapter 6 introduces the conjunctive root causes model for the understanding of prerequisite skills in learning. Chapters 3, 5, 8, 9 are about innovative psychometric techniques to model process data. Specifically, Chapters 3 and 5 illustrate the usage of generalized linear mixed effect models and item tree models to analyze eye-tracking data. Chapter 8 discusses the modeling approach of hint uses and response accuracy in learning environment. Chapter 9 demonstrates the identification of observable outcomes in the game-based assessments. Chapters 7 and 10 introduce innovative latent variable modeling approaches, including the graphical and generalized linear model approach and the dynamic modeling approach. In summary, the book includes theoretical, methodological, and applied research and practices that serve as the foundation for future development. These chapters provide illustrations of efforts to model and analyze multiple data sources from digital assessments. When computer-based assessments are emerging and evolving, it is important that researchers can expand and improve the methods for modeling and analyzing new data sources. This book provides a useful resource to researchers who are interested in the development of psychometric methods to solve issues in this digital assessment age.
Psychiatric clinicians should use rating scales and questionnaires often, for they not only facilitate targeted diagnoses and treatment; they also facilitate links to empirical literature and systematize the entire process of management. Clinically oriented and highly practical, the Handbook of Clinical Rating Scales and Assessment in Psychiatry and Mental Health is an ideal tool for the busy psychiatrist, clinical psychologist, family physician, or social worker. In this ground-breaking text, leading researchers provide reviews of the most commonly used outcome and screening measures for the major psychiatric diagnoses and treatment scenarios. The full range of psychiatric disorders are covered in brief but thorough chapters, each of which provides a concise review of measurement issues related to the relevant condition, along with recommendations on which dimensions to measure - and when. The Handbook also includes ready-to-photocopy versions of the most popular, valid, and reliable scales and checklists, along with scoring keys and links to websites containing on-line versions. Moreover, the Handbook describes well known, structured, diagnostic interviews and the specialized training requirements for each. It also includes details of popular psychological tests (such as neuropsychological, personality, and projective tests), along with practical guidelines on when to request psychological testing, how to discuss the case with the assessment consultant and how to integrate information from the final testing report into treatment. Focused and immensely useful, the Handbook of Clinical Rating Scales and Assessment in Psychiatry and Mental Health is an invaluable resource for all clinicians who care for patients with psychiatric disorders.
Delivering Psycho-educational Evaluation Results to Parents presents a concrete and adaptable Feedback Model that efficiently communicates complex evaluation results to parents in an easily understandable manner. The book discusses a model rooted in basic learning principles, effective communication practices, and practitioner empathy towards the parent experience of the home-school relationship, hinging upon practitioners and parents jointly creating a permanent product of the evaluation results during the feedback process. It provides early career school psychologists with a parent-friendly Feedback Model that can be adapted to their school-based setting. The text includes specific verbiage to explaining constructs in the cognitive, achievement, visual-motor, and social-emotional domains, along with considerations in application to working with diverse populations. The text is intended for school psychologists and professionals who complete psycho-educational evaluations for special education eligibility. More specifically, the text is envisioned to support the graduate training of school psychologists and the professional development of early career professionals in the field.
Delivering Psycho-educational Evaluation Results to Parents presents a concrete and adaptable Feedback Model that efficiently communicates complex evaluation results to parents in an easily understandable manner. The book discusses a model rooted in basic learning principles, effective communication practices, and practitioner empathy towards the parent experience of the home-school relationship, hinging upon practitioners and parents jointly creating a permanent product of the evaluation results during the feedback process. It provides early career school psychologists with a parent-friendly Feedback Model that can be adapted to their school-based setting. The text includes specific verbiage to explaining constructs in the cognitive, achievement, visual-motor, and social-emotional domains, along with considerations in application to working with diverse populations. The text is intended for school psychologists and professionals who complete psycho-educational evaluations for special education eligibility. More specifically, the text is envisioned to support the graduate training of school psychologists and the professional development of early career professionals in the field.
Recognised as the most influential publication in the field, ARM facilitates deep understanding of the Rasch model and its practical applications. The authors review the crucial properties of the model and demonstrate its use with examples across the human sciences. Readers will be able to understand and critically evaluate Rasch measurement research, perform their own Rasch analyses and interpret their results. The glossary and illustrations support that understanding, and the accessible approach means that it is ideal for readers without a mathematical background. Highlights of the new edition include: More learning tools to strengthen readers' understanding including chapter introductions, boldfaced key terms, chapter summaries, activities and suggested readings. Greater emphasis on the use of R packages; readers can download the R code from the Routledge website. Explores the distinction between numerical values, quantity and units, to understand the measurement and the role of the Rasch logit scale (Chapter 4). A new four-option data set from the IASQ (Instrumental Attitude towards Self-assessment Questionnaire) for the Rating Scale Model (RSM) analysis exemplar (Chapter 6). Clarifies the relationship between Rasch measurement, path analysis and SEM, with a host of new examples of Rasch measurement applied across health sciences, education and psychology (Chapter 10). Intended as a text for graduate courses in measurement, item response theory, (advanced) research methods or quantitative analysis taught in psychology, education, human development, business, and other social and health sciences. Professionals in these areas will also appreciate the book's accessible introduction.
The Psychology Industry Under a Microscope! explores why psychology treatment efficacy rates are so poor, why psychological testing is unreliable, and why diagnosis is uncertain. He also explores the weaknesses inherent in 115 APA accredited doctoral programs and what changes may help improve the effectiveness of the psychology clinician. He introduces a cognitive/behavioral diagnostic system that is far more cohesive and sensible than the piecemeal and confusing system currently in place. This book introduces an easy to understand and innovative visual model that integrates all of clinical psychology and far surpasses any previous attempts at developing models. The author also challenges the recent resurgence of the disease model for diagnosis as well as the politics and economics that lie behind its current popularity. The reader may feel challenged by this book but will find it difficult to refute its content. This thought-provoking book is essential for any clinician or teacher.
The publication of the Cultural Formulation Outline in the DSM-IV represented a significant event in the history of standard diagnostic systems. It was the first systematic attempt at placing cultural and contextual factors as an integral component of the diagnostic process. The year was 1994 and its coming was ripe since the multicultural explosion due to migration, refugees and globalization impact on the ethnic composition of the U.S. population made it compelling to strive for culturally attuned psychiatric care. Understanding the limitations of a dry symptomatological approach in helping clinicians grasp the intricacies of the experience, presentation and course of mental illness, the NIMH Group on Culture and Diagnosis proposed to appraise, in close collaboration with the patient, the cultural framework of patients' identity, illness experience, contextual factors, and clinician-patient relationship, and to narrate this along the lines of five major domains. By articulating the patient's experience and the standard symptomatological description of a case, the clinician may be better able to arrive at a more useful understanding of the case for clinical care purposes. Furthermore, attending to the context of the illness and the person of the patient may additionally enhance understanding of the case and enrich the data base from which effective treatment can be planned.
Psychoeducational Assessment of Preschool Children, Fifth Edition, provides academics and school-based practitioners such as psychologists, speech-language pathologists, and social workers with an up-to-date guide to the assessment of young children. Long recognized as the standard text and reference in its field, this comprehensive, skill-building overview is organized into four sections: foundations, ecological assessment, assessment of developmental domains, and special considerations. Chapters written by recognized scholars in the field cover theory, research, and application. This thoroughly revised new edition addresses current developments in preschool assessment, new policies and legislation, and student/family population demographics.
Psychoeducational Assessment of Preschool Children, Fifth Edition, provides academics and school-based practitioners such as psychologists, speech-language pathologists, and social workers with an up-to-date guide to the assessment of young children. Long recognized as the standard text and reference in its field, this comprehensive, skill-building overview is organized into four sections: foundations, ecological assessment, assessment of developmental domains, and special considerations. Chapters written by recognized scholars in the field cover theory, research, and application. This thoroughly revised new edition addresses current developments in preschool assessment, new policies and legislation, and student/family population demographics.
Assessment of mental health, religion and culture: The development and examination of psychometric measures focuses on questionnaires that are of practical value for researchers interested in examining the relationship between the constructs of mental health, religion, and culture. Three particular areas of development and evaluation are represented within this volume: firstly, the psychometric properties of recently developed new questionnaires; secondly, the psychometric properties of established questionnaires that have been translated into other languages; and thirdly, the psychometric properties of questionnaires employed in various cultural contexts and religious samples. The research in this book is authored by a wide range of international scholars working on diverse samples and in a variety of different cultures. In doing so, the book facilitates future research in the area of mental health, religion, and culture. This book was originally published as two special issues of Mental Health, Religion & Culture.
A child is presented with a marshmallow and given a choice: Eat this one now, or wait and enjoy two later. What will she do? And what are the implications for her behaviour later in life? Walter Mischel's now iconic "marshmallow test," one of the most famous experiments in the history of psychology, proved that the ability to delay gratification is critical to living a successful and fulfilling life: self-control not only predicts higher marks in school, better social and cognitive functioning, and a greater sense of self-worth; it also helps us manage stress, pursue goals more effectively, and cope with painful emotions. But is willpower prewired, or can it be taught? In his groundbreaking new book, Dr. Mischel draws on decades of compelling research and life examples to explore the nature of willpower, identifying the cognitive skills and mental mechanisms that enable it and showing how these can be applied to challenges in everyday life - from weight control to quitting smoking, overcoming heartbreak, making major decisions, and planning for retirement. With profound implications for the choices we make in parenting, education, public policy and self-care, The Marshmallow Test will change the way we think about who we are and what we can be. And since, as Mischel argues, a life with too much self-control can be as unfulfilling as one with too little, this book will also teach you when it's time to ring the bell and enjoy that marshmallow.
Establishes a solid foundation of knowledge about psychological testing Psychological testing impacts virtually every corner of modern life, from education to vocation to remediation. Psychological Testing: History, Principles, and Applications, 7/e, covers all variations of testing and explores social issues testing raises. This program provides readers extensive knowledge about the characteristics, objectives, and wide-ranging effects of psychological testing.
The arrival of the computer in educational and psychological testing has led to the current popularity of adaptive testing---a testing format in which the computer uses statistical information about the test items to automatically adapt their selection to a real-time update of the test taker's ability estimate. This book covers such key features of adaptive testing as item selection and ability estimation, adaptive testing with multidimensional abilities, sequencing adaptive test batteries, multistage adaptive testing, item-pool design and maintenance, estimation of item and item-family parameters, item and person fit, as well as adaptive mastery and classification testing. It also shows how these features are used in the daily operations of several large-scale adaptive testing programs.
This book offers a practical approach to fostering self-efficacy and improving understanding of others' behavior. The authors introduce the ID37 instrument as a psychological model and assessment procedure for analyzing personalities and motivations, showing how exploring one's own personality can lead to more effective self-direction, greater satisfaction with life, and more profound success. By combining aspects of motivational psychology with practical diagnostics application, the book aims to demonstrate the practical benefits of motivation analysis on understanding identity formation and development. Among the topics addressed: Personality traits and states Motivation-driven action The 16 motives and their impact Obstacles to achieving satisfaction Case studies from business coaching, leadership, and HR management scenarios * Including the basics on motivational psychology as well as a variety of case studies and practical tips for day-to-day work, The ID37 Personality Analysis is a useful reference for students and researchers interested in personality development as well as HR managers and leaders looking to deepen their knowledge of motivational psychology.
A comprehensive collection of new work examining the relationship between educational measurement concepts and the assessment of student learning in classrooms. Adapts existing concepts in measurement and information theory to fit the specific context of classroom learning and assessment. Serves as a companion volume to the work and goals of the NCME's Classroom Assessment Task Force, which is working to advance classroom assessment research within the field of educational measurement.
This guide is a much-needed reference for clinicians on how to use the Rorschach Inkblot Test with senior adults, an essential tool for assessing personality functioning to better identify psychological interventions. The book integrates historical developments, current research, conceptual considerations, and therapeutic and diagnostic applications. Chapters review basic guidelines for the understanding and interpretation of Rorschach variables, including protocol validity; interpretation of structural variables, thematic imagery, and cross-cultural normative data; sequence analysis; and more. The authors then provide 10 case illustrations of how the Rorschach indices of cognitive functioning, emotional experience, interpersonal relatedness, and self-perception can facilitate differential diagnosis and treatment planning in clinical work with older people. These case illustrations are rooted in previously non-existent Rorschach reference data based on an international sample of more than 250 senior adults and a second sample of more than 200 patients with Alzheimer's disease. Clinicians will come away with a solid empirical basis for distinguishing between normal-range personality functioning and manifestations of psychological disorder in the elderly and for providing beneficial interventions to senior adult patients.
Although anecdotal reports of loss of once-acquired reading ability was noticed in the individuals who had sustained brain damage as early as the year AD. 30, systematic enquires of alexia were not undertaken until the latter part of the nineteenth century. The two anatomo-pathological studies carried out by Dejerine in 1891 and 1892 mark the beginning of scholarly investigation of reading failure. Interestingly, the study of de velopmental reading disability also began to receive attention at about the same time when Pringle Morgan described the case of a 14-year-old boy who had great difficulty in reading and writing. Since then sporadic reports of developmental reading-writing failure began to appear in medi cal and educational journals even though such investigation went on at an unhurried pace. In the past two decades, however, the situation has changed enormously and hundreds of articles that have investigated developmental and acquired cognitive disabilities have been published. Disorders of spoken language and written language are two areas that have been extensively addressed by these articles. Those who study disorders of language come from a wide variety of backgrounds and their reports are also published in a variety of journals. The purpose of the present volume is to bring some important research findings of written language disorders together and present them in a coherent format. In Chapter 1, Joshi and Aaron challenge the validity of the notion of the putative "poor speller but good reader'."
Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume Two: Statistical Tools presents classical and modern statistical tools used in item response theory (IRT). While IRT heavily depends on the use of statistical tools for handling its models and applications, systematic introductions and reviews that emphasize their relevance to IRT are hardly found in the statistical literature. This second volume in a three-volume set fills this void. Volume Two covers common probability distributions, the issue of models with both intentional and nuisance parameters, the use of information criteria, methods for dealing with missing data, and model identification issues. It also addresses recent developments in parameter estimation and model fit and comparison, such as Bayesian approaches, specifically Markov chain Monte Carlo (MCMC) methods.
Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume One: Models presents all major item response models. This first volume in a three-volume set covers many model developments that have occurred in item response theory (IRT) during the last 20 years. It describes models for different response formats or response processes, the need of deeper parameterization due to a multilevel or hierarchical structure of the response data, and other extensions and insights. In Volume One, all chapters have a common format with each chapter focusing on one family of models or modeling approach. An introductory section in every chapter includes some history of the model and a motivation of its relevance. Subsequent sections present the model more formally, treat the estimation of its parameters, show how to evaluate its fit to empirical data, illustrate the use of the model through an empirical example, and discuss further applications and remaining research issues.
Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume 3: Applications presents applications of item response theory to practical testing problems. While item response theory may be known primarily for its advances in theoretical modeling of responses to test items, equal progress has been made in its providing innovative solutions to daily testing problems. This third volume in a three-volume set highlights the major applications. Specifically, this volume covers applications to test item calibration, item analysis, model fit checking, test-score interpretation, optimal test design, adaptive testing, standard setting, and forensic analyses of response data. It describes advances in testing in areas such as large-scale educational assessment, psychological testing, health measurement, and measurement of change. In addition, it extensively reviews computer programs available to run any of the models and applications in Volume One and Three. Features Includes contributions from internationally acclaimed experts with a history of advancing applications of item response theory Provides extensive cross-referencing and common notation across all chapters in this three-volume set Underscores the importance of treating each application in a statistically rigorous way Reviews major computer programs for item response theory analyses and applications. Wim J. van der Linden is a distinguished scientist and director of research and innovation at Pacific Metrics Corporation. Dr. van der Linden is also a professor emeritus of measurement and data analysis at the University of Twente. His research interests include test theory, adaptive testing, optimal test assembly, parameter linking, test equating, and response-time modeling as well as decision theory and its applications to problems of educational decision making.
In the wake of initiatives such as No Child Left Behind and the use of high-stakes testing, the emphasis in schools has been on drill and practice for the test. Genuine understanding and critical thinking have been increasingly shortchanged. As a result, students have fewer opportunities to advance their insight into cognitive and emotional challenges, even though both teachers and parents recognize the importance of developing deliberative and reflective thinking skills. This book uniquely combines two things. First, it provides resources for classroom teachers in middle and secondary school that make it possible to, at a moment's notice, take advantage of a teachable moment by drawing students into productive intellectual discussions. Second, it gives the reader an overview of the rationale and the research base for engaging students in educational activities that are truly intellectual and that are not limited to training for testing success.
This fascinating, well-written, and potentially controversial book is a wide-ranging exploration of the essential issues relevant to IQ. Charles Locurto examines data on the effectiveness of preschools; the impacts of adoption, heredity, and the role of environment; he evaluates the possibility of enhancing IQ in the early years; and he brilliantly describes and analyzes the major cases relevant to IQ research. "Sense and Nonsense about IQ" is truly an excellent sourcebook on the subject of human intelligence and its measurement. Locurto reaches conclusions about the benefits of preschools, adoptions, social class, and family events that will gain attention and evoke discussion. The balance of the work, neither identifying with those who follow the extremes of hereditarianism or of environmentalism, ensures that Locurto's volume will be a most valuable resource for all with a serious interest in this subject which has so many far-reaching implications.
This book provides a comprehensive treatment of how happiness and wellbeing are measured. It presents an accessible summary of the philosophy, methodology, and applicability of the various measurement techniques that have been generated by the leaders of the happiness movement. It traces the history of development of the core ideas, and clarifies the unexpectedly wide range of techniques that are used. The book provides an unbiased assessment of the strengths and weaknesses of each approach and differentiates the contributions that have been made by psychologists, economists, environmentalists, and health scientists. It examines applications at a personal scale, in the workplace, at a societal scale, and on the world stage. It does so in an easy-to-read anecdotal writing style that will appeal to a wide range of academic and lay readers who enjoy popularized non-fiction that address matters of social concern. |
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