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Quantitative and Statistical Data in Education

Quantitative and Statistical Data in Education
Author: Michel Larini
Publisher: John Wiley & Sons
Total Pages: 308
Release: 2018-12-18
Genre: Education
ISBN: 1786302284

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This book presents different data collection and representation techniques: elementary descriptive statistics, confirmatory statistics, multivariate approaches and statistical modeling. It exposes the possibility of giving more robustness to the classical methodologies of education sciences by adding a quantitative approach. The fundamentals of each approach and the reasons behind them are methodically analyzed, and both simple and advanced examples are given to demonstrate how to use them. Subsequently, this book can be used both as a course for the uninitiated and as an accompaniment for researchers who are already familiar with these concepts.


Quantitative Data Analysis in Education

Quantitative Data Analysis in Education
Author: Paul Connolly
Publisher: Routledge
Total Pages: 283
Release: 2007-08-07
Genre: Education
ISBN: 1134191847

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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

Understanding Quantitative Data in Educational Research
Author: Nicoleta Gaciu
Publisher: SAGE
Total Pages: 488
Release: 2020-11-11
Genre: Education
ISBN: 1529743915

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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.


Doing Quantitative Research in Education with IBM SPSS Statistics

Doing Quantitative Research in Education with IBM SPSS Statistics
Author: Daniel Muijs
Publisher: SAGE
Total Pages: 219
Release: 2022-06-01
Genre: Education
ISBN: 1526472783

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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

Higher Education Policy Analysis Using Quantitative Techniques
Author: Marvin Titus
Publisher: Springer Nature
Total Pages: 243
Release: 2021-05-14
Genre: Social Science
ISBN: 303060831X

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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).


Doing Quantitative Research in Education with SPSS

Doing Quantitative Research in Education with SPSS
Author: Daniel Muijs
Publisher: SAGE
Total Pages: 266
Release: 2010-12-31
Genre: Education
ISBN: 144624234X

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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.


Research Methods in Education

Research Methods in Education
Author: Joseph Check
Publisher: SAGE Publications
Total Pages: 441
Release: 2011-10-27
Genre: Education
ISBN: 1412998514

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Research Methods in Education introduces research methods as an integrated set of techniques for investigating questions about the educational world. This lively, innovative text helps students connect technique and substance, appreciate the value of both qualitative and quantitative methodologies, and make ethical research decisions. It weaves actual research "stories" into the presentation of research topics, and it emphasizes validity, authenticity, and practical significance as overarching research goals. The text is divided into three sections: Foundations of Research (5 chapters), Research Design and Data Collection (7 chapters), and Analyzing and Reporting Data (3 chapters). This tripartite conceptual framework honors traditional quantitative approaches while reflecting the growing popularity of qualitative studies, mixed method designs, and school-based techniques. This approach provides a comprehensive, conceptually unified, and well-written introduction to the exciting but complex field of educational research.


Teaching Statistics and Quantitative Methods in the 21st Century

Teaching Statistics and Quantitative Methods in the 21st Century
Author: Joseph Lee Rodgers
Publisher: Routledge
Total Pages: 300
Release: 2020-05-29
Genre:
ISBN: 9781138336858

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This work, which provides a guide for revising and expanding statistical and quantitative methods pedagogy, is useful for novice and seasoned instructors at both undergraduate and graduate levels, inspiring them to use transformative approaches to train students as future researchers. Is it time for a radical revision in our pedagogical orientation? How are we currently teaching introductory statistics and quantitative methods, and how should we teach them? What innovations are used, what is in development? This ground-breaking edited volume addresses these questions and more, providing cutting-edge guidance from highly accomplished teachers. Many current textbooks and syllabi differ in only superficial ways from those used 50 years ago, yet the field of quantitative methods--and its relationship to the research enterprise--has expanded in many important ways. A philosophical axiom underlying this book is that introductory teaching should prepare students to potentially enter more advanced quantitative methods training and ultimately to become accomplished researchers. The reader is introduced to classroom innovation, and to both pragmatic and philosophical challenges to the status quo, motivating a broad revolution in how introductory statistics and quantitative methods are taught. Designed to update and renovate statistical pedagogy, this material will stimulate students, new instructors, and experienced teachers.