Understanding Quantitative Data In Educational Research
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| Author | : Nicoleta Gaciu |
| Publisher | : SAGE |
| Total Pages | : 506 |
| Release | : 2020-11-11 |
| Genre | : Education |
| ISBN | : 1529743915 |
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.
| Author | : Paul Connolly |
| Publisher | : Routledge |
| Total Pages | : 283 |
| Release | : 2007-08-07 |
| Genre | : Education |
| ISBN | : 1134191847 |
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.
| Author | : Wayne K. Hoy |
| Publisher | : SAGE Publications |
| Total Pages | : 146 |
| Release | : 2015-07-22 |
| Genre | : Education |
| ISBN | : 1506307213 |
"The book provides a reference point for beginning educational researchers to grasp the most pertinent elements of designing and conducting research..." —Megan Tschannen-Moran, The College of William & Mary Quantitative Research in Education: A Primer, Second Edition is a brief and practical text designed to allay anxiety about quantitative research. Award-winning authors Wayne K. Hoy and Curt M. Adams first introduce readers to the nature of research and science, and then present the meaning of concepts and research problems as they dispel notions that quantitative research is too difficult, too theoretical, and not practical. Rich with concrete examples and illustrations, the Primer emphasizes conceptual understanding and the practical utility of quantitative methods while teaching strategies and techniques for developing original research hypotheses. The Second Edition includes suggestions for empirical investigation and features a new section on self-determination theory, examples from the latest research, a concluding chapter illustrating the practical applications of quantitative research, and much more. This accessible Primer is perfect for students and researchers who want a quick understanding of the process of scientific inquiry and who want to learn how to effectively create and test ideas.
| Author | : Timothy Teo |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 404 |
| Release | : 2014-02-07 |
| Genre | : Education |
| ISBN | : 9462094047 |
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.
| Author | : Daniel Muijs |
| Publisher | : SAGE |
| Total Pages | : 266 |
| Release | : 2010-12-31 |
| Genre | : Education |
| ISBN | : 144624234X |
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.
| Author | : Saiyidi Mat Roni |
| Publisher | : Springer |
| Total Pages | : 206 |
| Release | : 2019-08-12 |
| Genre | : Business & Economics |
| ISBN | : 9811391327 |
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.
| Author | : Clive Opie |
| Publisher | : SAGE |
| Total Pages | : 294 |
| Release | : 2004-02-03 |
| Genre | : Education |
| ISBN | : 1446233561 |
`A welcome and helpful addition to the shelves of tutors and students working on masters programmes. It will be most beneficial supporting students on programmes where there is a substantial research training component. It offers important exemplars of using computer software in qualitative analysis′ - Educational Review `This book is aimed at Master′s students who are engaging in educational research for the first time. [It] provides teacher-researchers with the additional information they need so they can go on to read further and more in depth, having more confidence in the accessibility of such studies. I found it does this well, and is an ideal point of reference for those who are just embarking on a Master′s degree. A useful glossary is provided, giving detailed but ′readable′ explanations of key terms and phrases′ - Primary Practice Doing Educational Research offers a hands-on guide for students engaged in educational research. It provides a comprehensive and accessible introduction to the key qualitative and quantitative methods necessary for those commencing research for the first time. Through a detailed yet concise explanation, the reader is shown how these methods work and how their outcomes may be interpreted. Providing all the essentials for the first-time researcher, the book includes: · a variety of examples and case studies to illustrate how the methods and techniques can be used in `real-life′ contexts · practical guidance on time management planning research projects and writing reports. · a broad coverage - including qualitative and quantitative methodologies, data analysis using computer software, ethical issues and the writing-up and presentation of data. This engaging book has been written by a team of leading researchers with over sixty years of cumulative experience. It has a student-friendly structure which will make it accessible and popular with undergraduates and postgraduates. It will be an invaluable resource for both students and researchers, helping them to undertake effective research in education.
| Author | : R. Burke Johnson |
| Publisher | : SAGE Publications |
| Total Pages | : 1208 |
| Release | : 2016-09-15 |
| Genre | : Education |
| ISBN | : 1483391620 |
Assuming no prior knowledge, Educational Research by R. Burke Johnson and Larry Christensen offers a comprehensive, easily digestible introductory research methods text for undergraduate and graduate students. Readers will develop an understanding of the multiple research methods and strategies used in education and related fields; how to read and critically evaluate published research; and the ability to write a proposal, construct a questionnaire, and conduct an empirical research study on their own. Students rave about the clarity of this best seller and its usefulness for their studies, enabling them to become critical consumers and users of research.
| Author | : David Williamson Shaffer |
| Publisher | : Lulu.com |
| Total Pages | : 498 |
| Release | : 2017 |
| Genre | : Education |
| ISBN | : 0578191687 |
How can we make sense of make sense of the deluge of information in the digital age? The new science of Quantitative Ethnography dissolves the boundaries between quantitative and qualitative research to give researchers tools for studying the human side of big data: to understand not just what data says, but what it tells us about the people who created it. Thoughtful, literate, and humane, Quantitative Ethnography integrates data-mining, discourse analysis, psychology, statistics, and ethnography into a brand-new science for understanding what people do and why they do it. Packed with anecdotes, stories, and clear explanations of complex ideas, Quantitative Ethnography is an engaging introduction to research methods for students, an introduction to data science for qualitative researchers, and an introduction to the humanities for statisticians--but also a compelling philosophical and intellectual journey for anyone who wants to understand learning, culture and behavior in the age of big data.
| Author | : Clive Opie |
| Publisher | : SAGE |
| Total Pages | : 244 |
| Release | : 2019-04-08 |
| Genre | : Education |
| ISBN | : 1526480476 |
A one-stop shop for anyone undertaking educational research for the first time, this text focuses on the development and application of key skills necessary for successful research. Packed with useful exercises, checklists and case studies, this book will allow the reader to apply their skills across a range of essays, presentations and reports. Using digestible language to explain complex terminology and processes simply, the authors explore working with and presenting data and the software options available to students, including NVivo, SPSS and Excel. The text will help students to: Understand the language of educational research Frame their research questions and design their research Judge the quality of educational research Explore and justify research approaches and procedures (methods) Analyse and present their data
