Rating Scale Analysis PDF Download

Author: Benjamin Drake Wright
Publisher:
ISBN: 9780941938013
Category : Psychological tests
Languages : en
Pages : 206

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Book Description

Author: Paul E. Spector
Publisher: SAGE
ISBN: 9780803943414
Category : Psychology
Languages : en
Pages : 84

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Book Description
Intended for the social scientist who must develop a rating on attitudes, values and opinions, this text provides information on the construction of more effective scales. It includes information on how to validate a scale and how to develop a summated rating scale based on classical test theory.

Author: Ajit Roy
Publisher:
ISBN:
Category :
Languages : en
Pages : 522

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Book Description
It is observed that Researchers face a lot of difficulties in planning, design, collection, analysis and interpretation of Likert Scale data. Therefore, as an aid for the researchers it is attempted to write a book entitled 'A Comprehensive Guide for Design, Collection, Analysis and Presentation of Likert and other Rating Scale Data' on this subject with the following chapters 1. Basics of Likert Scale 2. General Issues of Likert Scaling 3. Templates for Creating Likert Scales 4. Basic Concepts of Measurement 5. Analysis of Likert Data 6. Appropriate Chart or Graph for Likert scale 7. Likert Scale Data Analysis with Statistical Software.This book discusses various efforts to identify, collect, analyse, improve, and present Likert data collected by rating scales such as Likert Scale. Most importunately the book illustrates, review, and critique several forms of collection, analysis, graphical presentation and interpretation of results from studies using rating scales. The most salient and striking features covered in this book are as followsDifferences between Likert-type or Likert scale dataLikert-type data is an ordinal data, therefore, non-parametric tests such as Mann Whitney-U test, Wilcoxon signed-rank test, Kruskal-Wallis test should be used in lieu of parametric tests.Likert scale data, on the other hand, are analysed as interval data. and analysis that can be performed includes mean for central tendency, standard deviations for variability, Pearson's r for bivariate analysis, t-test and ANOVA for comparing group means, and regression procedures for associations.For Likert-type data mode or median is used for measuring central tendency and frequencies for variability. Analysis appropriate for ordinal scale items that includes the chi-square measure of association, Kendall Tau B, and Kendall Tau C.The dispute over the use of parametric versus non-parametric methods for the analysis of Likert scale ordinal data has raged for the past eight decades is discussed fully and suggested the right one.Focuses on validity, reliability and analysis of the Likert ScalePictorial display of several ways in which statistical data may be presented pictorially such as different types of graphs and diagrams is covered.Demonstration for Calculating Descriptive Statistics, Chi-Square Goodness-of-Fit, Mann-Whitney U Test, Sign Test, Wilcoxon-Mann-Whitney test and Cronbach's alpha with examples using SPSS.

Author: Stefanie Wind
Publisher: CRC Press
ISBN: 1000587762
Category : Mathematics
Languages : en
Pages : 327

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Book Description
Rasch Measurement Theory Analysis in R provides researchers and practitioners with a step-by-step guide for conducting Rasch measurement theory analyses using R. It includes theoretical introductions to major Rasch measurement principles and techniques, demonstrations of analyses using several R packages that contain Rasch measurement functions, and sample interpretations of results. Features: Accessible to users with relatively little experience with R programming Reproducible data analysis examples that can be modified to accommodate users’ own data Accompanying e-book website with links to additional resources and R code updates as needed Features dichotomous and polytomous (rating scale) Rasch models that can be applied to data from a wide range of disciplines This book is designed for graduate students, researchers, and practitioners across the social, health, and behavioral sciences who have a basic familiarity with Rasch measurement theory and with R. Readers will learn how to use existing R packages to conduct a variety of analyses related to Rasch measurement theory, including evaluating data for adherence to measurement requirements, applying the dichotomous, Rating Scale, Partial Credit, and Many-Facet Rasch models, examining data for evidence of differential item functioning, and considering potential interpretations of results from such analyses.

Author: Martha Sajatovic
Publisher: JHU Press
ISBN: 1421406667
Category : Medical
Languages : en
Pages : 513

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Book Description
An extensive and up-to-date collection and analysis of mental health ratings scales. Rating Scales in Mental Health is ideal for mental health clinicians and researchers who use psychometric instruments in their practice. The updated edition of this highly regarded compendium describes and analyzes 116 scales arranged in 20 categories, including anxiety, bipolar disorder, depression, eating disorders, geriatrics, psychosis, sexual disorders, substance abuse, and suicide risk. Material on each rating scale consists of • an overview • general applications • selected psychometric properties • references and copyright information • time needed to complete scale • a representative study Samples of many scales are included, as are tables in a quick-reference format.

Author: Stefanie A. Wind
Publisher: SAGE Publications
ISBN: 1071855387
Category : Social Science
Languages : en
Pages : 159

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Book Description
Items with ordered response categories are common in survey research, such as when respondents are asked how much they agree with certain statements. But how large are the differences between categories of response, and how well do they distinguish between respondents? This volume is the first to introduce the evaluation of rating scales to an audience of survey researchers. Evaluating Rating Scale Functioning for Survey Research provides researchers with an overview of rating scale analysis along with practical guidance on how to conduct such analyses with their own survey data. Author Stefanie A. Wind presents three categories of methods: Rasch models; non-Rasch Item Response Theory (IRT) models; and non-parametric models, together with practical examples. Tutorials, datasets, and software code (R and Facets) to accompany the book are available on the book’s website.

Author: Myint Swe Khine
Publisher: Springer Nature
ISBN: 9811518009
Category : Education
Languages : en
Pages : 283

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Book Description
This book focuses on the use of the Rasch measurement model in validation studies and in analyzing the psychometric properties of a variety of test instruments, questionnaires, and scales in international contexts. It broadly examines the development and application of Rasch modeling, providing in-depth analyses of the properties of various scales used in the fields of education, and humanities and social sciences research. The book includes exemplary works on educational research and practices that highlight recent and innovative applications, as well as theoretical and practical aspects of Rasch modeling. Readers will find it helpful to understand the latest approaches to Rasch measurement in educational research, as well as practices for future studies and quantitative research. 'This book provides a diverse set of perspectives on Rasch models from scholars across the globe. The volume is both theoretical and applied. The first section of the book provides an overview of Rasch modeling and explains the theoretical and conceptual framework underlying the Rasch model. The remainder of the book highlights multiple applications of the Rasch model within educational assessment as well as several examples of how Rasch modeling can be used for validation studies. This volume showcases the wide variety of ways in which Rasch modeling can be applied to assessment data to provide insights into students’ achievement and learning and to improve instruction.'–Betsy McCoach, University of Connecticut, USA. 'A well-written collection of articles. Grouped by the theoretical and applied aspects of Rasch measurement, each chapter in this edited volume makes notable contributions to knowledge and practice. Written by leading scholars in the field, these chapters were written in a clear, succinct, and assertive manner, providing readers with up-to-date information, analyses, and debates. This book should be found in the core collection of emerging researchers and established scholars in educational measurement.'–Timothy Teo, Murdoch University, Australia.

Author: Armin Berger
Publisher: Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften
ISBN: 9783631666913
Category : Communication
Languages : en
Pages : 0

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Book Description
This book presents a unique scale development project, with a focus on the validation of two rating scales for assessing academic speaking. It reports on a multi-method study designed to scale the level descriptors on the basis of expert judgments and performance data. The characteristics of the levels offer a specification of academic speaking.

Author: Lee Baer
Publisher: Springer Science & Business Media
ISBN: 1597453870
Category : Psychology
Languages : en
Pages : 334

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Book Description
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.

Author: Cristina Sampaio
Publisher: Oxford University Press
ISBN: 0199783101
Category : Medical
Languages : en
Pages : 342

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Book Description
For many years, the need to develop valid tools to evaluate signs and symptoms of Parkinson Disease (PD) has been present. However the understanding of all intricacies of rating scales development was not widely available and the first attempts were relatively crude. In 2002, the Movement Disorders Society created a task force to systemize the measurement of Parkinson's Disease. Since then, the Task Force has produced and published several critiques to the available rating scales addressing both motor and non-motor domains of Parkinson Disease. Additionally the task force initiated a project to develop a new version of the UPDRS, the MDS-UPDRS. But none of this was made available in one convenient source. Until now. Rating Scales in Parkinson's Disease is written for researchers from the medical and social sciences, and for health professionals wishing to evaluate the progress of their patients suffering from Parkinson Disease. The book is both exhaustive in the description of the scales and informative on the advantages and limitations of each scale. As such, the text clearly guides readers on how to choose and use the instruments available. Extensive cross-referenced tables and charts closely integrate the parts of the book to facilitate readers in moving from one symptom domain to another.