Quantitative Data Analysis In Education
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Quantitative Data Analysis In Education
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Author : Paul Connolly
language : en
Publisher: Routledge
Release Date : 2007-08-07
Quantitative Data Analysis In Education written by Paul Connolly and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-07 with Education categories.
An accessible and user-friendly guide to quantitative data analysis in educational research, aimed at those with little or no prior knowledge of statistical methods.
Understanding Quantitative Data In Educational Research
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Author : Nicoleta Gaciu
language : en
Publisher: SAGE
Release Date : 2020-11-11
Understanding Quantitative Data In Educational Research written by Nicoleta Gaciu and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-11 with Education categories.
This book is designed to help you gain confidence in analysing and interpreting quantitative data and using appropriate statistical tests, by exploring, in plain language, a variety of data analysis methods. Highly practical, each chapter includes step-by-step instructions on how to run specific statistical tests using R, practical tips on how to interpret results correctly and exercises to put into practice what you have learned. It also includes guidance on how to use R and RStudio, how to visualise quantitative data, and the fundamentals of inferential statistics, estimations and hypothesis testing.
Applied Quantitative Analysis In Education And The Social Sciences
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Author : Yaacov Petscher
language : en
Publisher: Routledge
Release Date : 2013-03-05
Applied Quantitative Analysis In Education And The Social Sciences written by Yaacov Petscher and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-05 with Education categories.
To say that complex data analyses are ubiquitous in the education and social sciences might be an understatement. Funding agencies and peer-review journals alike require that researchers use the most appropriate models and methods for explaining phenomena. Univariate and multivariate data structures often require the application of more rigorous methods than basic correlational or analysis of variance models. Additionally, though a vast set of resources may exist on how to run analysis, difficulties may be encountered when explicit direction is not provided as to how one should run a model and interpret results. The mission of this book is to expose the reader to advanced quantitative methods as it pertains to individual level analysis, multilevel analysis, item-level analysis, and covariance structure analysis. Each chapter is self-contained and follows a common format so that readers can run the analysis and correctly interpret the output for reporting.
Conducting Quantitative Research In Education
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Author : Saiyidi Mat Roni
language : en
Publisher: Springer
Release Date : 2019-08-12
Conducting Quantitative Research In Education written by Saiyidi Mat Roni and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-12 with Business & Economics categories.
This book provides a clear and straightforward guide for all those seeking to conduct quantitative research in the field of education, using primary research data samples. While positioned as less powerful and somehow inferior, non-parametric tests can be very useful where the research can only be designed to accommodate data structure which is ordinal, or scale but violates a normality assumption, which is required for parametric tests. Non-parametric data are a staple of educational research, and as such, it is essential that educational researchers learn how to work with these data with confidence and rigour.
Doing Quantitative Research In Education With Spss
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Author : Daniel Muijs
language : en
Publisher: SAGE
Release Date : 2010-12-31
Doing Quantitative Research In Education With Spss written by Daniel Muijs and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-12-31 with Education categories.
This accessible and authoritative introduction is essential for education students and researchers needing to use quantitative methods for the first time. Using datasets from real-life educational research and avoiding the use of mathematical formulae, the author guides students through the essential techniques that they will need to know, explaining each procedure using the latest version of SPSS. The datasets can also be downloaded from the book′s website, enabling students to practice the techniques for themselves. This revised and updated second edition now also includes more advanced methods such as log linear analysis, logistic regression, and canonical correlation. Written specifically for those with no prior experience of quantitative research, this book is ideal for education students and researchers in this field.
Quantitative Research In Education
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Author : Wayne K. Hoy
language : en
Publisher: SAGE
Release Date : 2010
Quantitative Research In Education written by Wayne K. Hoy and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Education categories.
Quantitative Research in Education: A Primer is a brief and practical guide to conducting research in Education. It provides a reference point for beginning educational researchers to grasp the most pertinent elements of designing and conducting research. Starting with the nature of research and science, it then turns to the meaning of concepts, variables, and research in education to cover the entire research process. The goal of this text is to dispel notions that quantitative research is too difficult, too statistical, and too theoretical, and generate interest and understanding in using this type of research creatively and effectively. Features: Demonstrates all concepts in the text with concrete examples specific to Education Examines the conceptual foundations of statistics in order to better understand quantitative research Charts allow students to select appropriate statistical techniques for given scenarios A brief set of exercises at the conclusion of each chapter allow for immediate practice of key concepts Provides particular strategies and techniques to help students understand the process of creating their own hypotheses
Doing Quantitative Research In Education With Ibm Spss Statistics
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Author : Daniel Muijs
language : en
Publisher: SAGE
Release Date : 2022-06
Doing Quantitative Research In Education With Ibm Spss Statistics written by Daniel Muijs and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06 with Education categories.
This essential guide for education students and researchers explains how to use quantitative methods for analysing educational data using IBM SPSS Statistics. By using datasets from real-life educational research, it demonstrates key statistical techniques that you will need to know, explaining how each procedure can by run on IBM SPSS Statistics. Datasets discussed in the book are downloadable, allowing you to hone your skills as you read. In this third edition, explanations have been updated with figures and screenshots from SPSS version 28, alongside a range of new research examples and updated further reading. Daniel Muijs is Dean of the Faculty of Education and Society at Academica University of Applied Sciences in Amsterdam.
Higher Education Policy Analysis Using Quantitative Techniques
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Author : Marvin Titus
language : en
Publisher: Springer Nature
Release Date : 2021-05-14
Higher Education Policy Analysis Using Quantitative Techniques written by Marvin Titus and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-14 with Social Science categories.
This textbook introduces graduate students in education and policy research to data and statistical methods in state-level higher education policy analysis. It also serves as a methodological guide to students, practitioners, and researchers who want a clear approach to conducting higher education policy analysis that involves the use of institutional- and state-level secondary data and quantitative methods ranging from descriptive to advanced statistical techniques. This book is unique in that it introduces readers to various types of data sources and quantitative methods utilized in policy research and in that it demonstrates how results of statistical analyses should be presented to higher education policy makers. It helps to bridge the gap between researchers, policy makers, and practitioners both within education policy and between other fields. Coverage includes identifying pertinent data sources, the creation and management of customized data sets, teaching beginning and advanced statistical methods and analyses, and the presentation of analyses for different audiences (including higher education policy makers).
Design And Analysis For Quantitative Research In Music Education
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Author : Peter Miksza
language : en
Publisher: Oxford University Press
Release Date : 2018-02-01
Design And Analysis For Quantitative Research In Music Education written by Peter Miksza and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-01 with Music categories.
In recent years, academics and professionals in the social sciences have forged significant advances in quantitative research methodologies specific to their respective disciplines. Although new and sophisticated techniques for large-scale data analyses have become commonplace in general educational, psychological, sociological, and econometric fields, many researchers in music education have yet to be exposed to such techniques. Design and Analysis of Quantitative Research in Music Education is a comprehensive reference for those involved with research in music education and related fields, providing a foundational understanding of quantitative inquiry methods. Authors Peter Miksza and Kenneth Elpus update and expand the set of resources that music researchers have at their disposal for conceptualizing and analyzing data pertaining to music-related phenomena. This text is designed to familiarize readers with foundational issues of quantitative inquiry as a point of view, introduce and elaborate upon issues of fundamental quantitative research design and analysis, and expose researchers to new, innovative, and exciting methods for dealing with complex research questions and analyzing large samples of data in a rigorous and thorough manner. With this resource, researchers will be better equipped for dealing with the challenges of the increasingly information-rich and data-driven environment surrounding music education. An accompanying companion website provides valuable supplementary exercises and videos.
Handbook Of Quantitative Methods For Educational Research
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Author : Timothy Teo
language : en
Publisher: Springer Science & Business Media
Release Date : 2014-02-07
Handbook Of Quantitative Methods For Educational Research written by Timothy Teo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-07 with Education categories.
As part of their research activities, researchers in all areas of education develop measuring instruments, design and conduct experiments and surveys, and analyze data resulting from these activities. Educational research has a strong tradition of employing state-of-the-art statistical and psychometric (psychological measurement) techniques. Commonly referred to as quantitative methods, these techniques cover a range of statistical tests and tools. Quantitative research is essentially about collecting numerical data to explain a particular phenomenon of interest. Over the years, many methods and models have been developed to address the increasingly complex issues that educational researchers seek to address. This handbook serves to act as a reference for educational researchers and practitioners who desire to acquire knowledge and skills in quantitative methods for data analysis or to obtain deeper insights from published works. Written by experienced researchers and educators, each chapter in this handbook covers a methodological topic with attention paid to the theory, procedures, and the challenges on the use of that particular methodology. It is hoped that readers will come away from each chapter with a greater understanding of the methodology being addressed as well as an understanding of the directions for future developments within that methodological area.