Exploring Rating Scale Functioning For Survey Research
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Exploring Rating Scale Functioning For Survey Research
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Author : Stefanie A. Wind
language : en
Publisher: SAGE Publications
Release Date : 2022-12-19
Exploring Rating Scale Functioning For Survey Research written by Stefanie A. Wind and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-19 with Social Science categories.
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.
Interpreting And Comparing Effects In Logistic Probit And Logit Regression
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Author : Jacques A. P. Hagenaars
language : en
Publisher: SAGE Publications
Release Date : 2024-01-16
Interpreting And Comparing Effects In Logistic Probit And Logit Regression written by Jacques A. P. Hagenaars and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-16 with Social Science categories.
Log-linear, logit and logistic regression models are the most common ways of analyzing data when (at least) the dependent variable is categorical. This volume shows how to compare coefficient estimates from regression models for categorical dependent variables in three typical research situations: (i) within one equation, (ii) between identical equations estimated in different subgroups, and (iii) between nested equations. Each of these three kinds of comparisons brings along its own particular form of comparison problems. Further, in all three areas, the precise nature of comparison problems in logistic regression depends on how the logistic regression model is looked at and how the effects of the independent variables are computed. This volume presents a practical, unified treatment of these problems, and considers the advantages and disadvantages of each approach, and when to use them, so that applied researchers can make the best choice related to their research problem. The techniques are illustrated with data from simulation experiments and from publicly available surveys. The datasets, along with Stata syntax, are available on a companion website.
Preparing Data For Analysis
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Author : Bianca Manago
language : en
Publisher: SAGE Publications
Release Date : 2025-07-07
Preparing Data For Analysis written by Bianca Manago and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-07 with Social Science categories.
This book focuses on the process of preparing raw data for analysis—commonly known as data cleaning. It covers a range of topics including data compilation, variable naming and labeling, data examination, and variable re-coding and transformations, among others. Author Bianca Manago discusses best practices for data preparation and analysis, emphasizing the importance of prioritizing transparency, best practices for writing script files, and file naming and organization. Two example projects and datasets are used to illustrate the methods in the book, and the datasets, script files, and output files in both R and Stata are available to download at https://github.com/biancamanago/DataPreparation_QASS2025.
Frontiers In Language Assessment And Testing
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Author : Vahid Aryadoust
language : en
Publisher: Frontiers Media SA
Release Date : 2020-12-30
Frontiers In Language Assessment And Testing written by Vahid Aryadoust 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 2020-12-30 with Science categories.
This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.
Approaches To Mixed Methods Research
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Author : Lisa D. Pearce
language : en
Publisher: SAGE Publications
Release Date : 2024-11-25
Approaches To Mixed Methods Research written by Lisa D. Pearce and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-25 with Social Science categories.
Approaches to Mixed Methods Research focuses on the choices social scientists make when designing a study that mixes quantitative and qualitative data. Authors Lisa D. Pearce and Jessica Halliday Hardie explore ways to weave together strands of research using qualitative and quantitative data to speak to and enhance each other; a strand being a series of steps involved in collecting and analyzing a single type of data. The result, they show, is a more holistic body of evidence that emerges, and they illustrate this with examples from a wide range of studies from the United States and other countries.
Modeling Nonlinearity And Interaction In Regression Analysis Using Spline Variables
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Author : Roger A. Wojtkiewicz
language : en
Publisher: SAGE Publications
Release Date : 2025-05-22
Modeling Nonlinearity And Interaction In Regression Analysis Using Spline Variables written by Roger A. Wojtkiewicz and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-22 with Social Science categories.
"Spline variables and their interactions play a crucial role in the field of social science. This book offers a comprehensive and detailed exploration of this method, providing valuable insights and information for researchers in the field." --Man-Kit Lei, The University of Georgia This volume addresses the issue of linear constraints in regression modeling. Author Roger A. Wojtkiewicz uses the method of knotted spline variables (also known as piecewise linear regression) and a new method involving group spline variables to model nonlinearity in a variety of situations. Using spline variables to model nonlinearity allows researchers to specify unrestricted models for models that involve interval variables, allowing for greater flexibility in modeling any possible interaction.
Ethnographic Free List Data
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Author : Benjamin Grant Purzycki
language : en
Publisher: SAGE Publications
Release Date : 2025-03-18
Ethnographic Free List Data written by Benjamin Grant Purzycki and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-18 with Social Science categories.
Ethnographic Free-List Data: Management and Analysis With Examples in R details a method that involves research participants listing what they know or think about the researcher’s topic of interest. While researchers typically report these free-list analyses in isolation, this book incorporates them with other analytical methods and demonstrates how ethnographic free-lists can be useful to a broad social science audience. The first half of the book covers descriptive methods, and the second half incorporates insights from the early chapters into a predictive statistical framework. Author Benjamin Grant Purzycki explains how to collect, clean, and manage free-list data and how to use R to calculate and visualize the data.
Working Dogs Form And Function Volume Ii
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Author : Cynthia M. Otto
language : en
Publisher: Frontiers Media SA
Release Date : 2021-09-29
Working Dogs Form And Function Volume Ii written by Cynthia M. Otto 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 2021-09-29 with Medical categories.
The Concise Companion To Language Assessment
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Author : Antony John Kunnan
language : en
Publisher: John Wiley & Sons
Release Date : 2024-09-04
The Concise Companion To Language Assessment written by Antony John Kunnan and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-04 with Education categories.
The Concise Companion to Language Assessment provides a state-of-the-art overview of the crucial areas of language assessment, teaching, and learning. Edited by one of the foremost scholars in the field, The Concise Companion combines newly commissioned articles on innovations in assessment with a selection of chapters from The Companion to Language Assessment, the landmark four-volume reference work first published in 2013. Presented in eight themes, The Concise Companion addresses a broad range of language assessment methods, issues, and contexts. Forty-five chapters cover assessment conceptualization, development, research, and policy, as well as recent changes in language assessment technology, learning-oriented assessment, teacher-based assessment, teacher assessment literacy, plurilingual assessment, assessment for immigration, and more. Exploring the past, present, and future possibilities of the dynamic field, The Concise Companion to Language Assessment: Contains dedicated chapters on listening, speaking, reading writing, vocabulary, pronunciation, intercultural competence, and other language skills Describes fundamental assessment design and scoring guidelines, as well as advanced concepts in scenario-based assessment and automated performance scoring Provides insights on different assessment environments, such as classrooms, universities, employment, immigration, and healthcare Covers various qualitative and quantitative research methods, including introspective methods, classical reliability, and structural equation modeling Discusses the impacts of colonialism and discrimination on the history of language assessment Explores the use of AI in writing evaluation, plagiarism and cheating detection, and other assessment contexts Sure to become a standard text for the next generation of applied linguistics students, The Concise Companion to Language Assessment is an invaluable textbook for undergraduate and graduate courses in applied linguistics, language assessment, TESOL, second language acquisition, and language policy.
Recurrence Based Analyses
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Author : Sebastian Wallot
language : en
Publisher: SAGE Publications
Release Date : 2024-12-24
Recurrence Based Analyses written by Sebastian Wallot and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-24 with Social Science categories.
This book introduces techniques developed in physics and physiology for characterizing and analyzing patterns in time series data to a broad audience of social scientists. In contrast to time-series regression and related techniques, recurrence quantification analysis (RQA) has its background in chaos and nonlinear dynamical systems—theory arguably very relevant to social processes. The goal of Recurrence-Based Analyses is to introduce readers to these techniques that can characterize a system’s complexity, stability and instability, and conditions under which it transitions from one state to another. The authors illustrate concepts and techniques with relevant social science examples at different temporal scales: biweekly polling data on federal elections in Germany; daily values of three stock market indices; daily cases of SarsCov-19 in four countries during the pandemic; and second-by-second vocalizations of mothers and infants interacting recorded by motion cameras. This introduction to RQA serves as a useful supplement to undergraduate and graduate courses in computational social science, and also by researchers who seek new tools to address social scientific questions in new ways.