Using Statistics in Small-Scale Language Education Research: Focus on Non-Parametric Data, 1st Edition (Paperback) book cover

Using Statistics in Small-Scale Language Education Research

Focus on Non-Parametric Data, 1st Edition

By Jean L. Turner


348 pages

Look Inside Companion Website
Purchasing Options:$ = USD
Paperback: 9780415819947
pub: 2014-02-20
SAVE ~$11.79
Hardback: 9780415819930
pub: 2014-03-12
SAVE ~$34.00
eBook (VitalSource) : 9780203526927
pub: 2014-02-18
from $29.48

FREE Standard Shipping!


Assuming no familiarity with statistical methods, this text for language education research methods and statistics courses provides detailed guidance and instruction on principles of designing, conducting, interpreting, reading, and evaluating statistical research done in classroom settings or with a small number of participants. While three different types of statistics are addressed (descriptive, parametric, non-parametric) the emphasis is on non-parametric statistics because they are appropriate when the number of participants is small and the conditions for use of parametric statistics are not satisfied. The emphasis on non-parametric statistics is unique and complements the growing interest among second and foreign language educators in doing statistical research in classrooms. Designed to help students and other language education researchers to identify and use analyses that are appropriate for their studies, taking into account the number of participants and the shape of the data distribution, the text includes sample studies to illustrate the important points in each chapter and exercises to promote understanding of the concepts and the development of practical research skills. Mathematical operations are explained in detail, and step-by-step illustrations in the use of R (a very powerful, online, freeware program) to perform all calculations are provided.

A Companion Website extends and enhances the text with PowerPoint presentations illustrating how to carry out calculations and use R; practice exercises with answer keys; data sets in Excel MS-DOS format; and quiz, midterm, and final problems with answer keys.


"The clear and systematic writing style and many concrete examples from language education research make this book an excellent entry point to quantitative research for even those who might be afraid of statistics. Its coverage of non-parametric statistics is particularly useful."

Ari Huhta, University of Jyväskylä, Finland

"This book helps readers to understand basic statistical logics and principles, and to analyze and interpret their data using, the freeware statistical program R, available online. It is suitable for language teachers who may not be satisfied with statistical resources that have many intimidating numbers and formulas but without relevant language learning and teaching contexts"

Sun-Young Shin, Indiana University, Bloomington, USA

The strength of Turner’s book is that it never loses sight of the target audience: language teachers or novice researchers who want to conduct research in their individual contexts with nonrandom and small or unequal samples sizes, which are likely to require the application of nonparametric statistical procedures. In addition, those without access to expensive software like SPSS or with limited knowledge of how to get started using the free software R will find this book an invaluable addition to their personal library."

Aaron C. Sponseller, JALT Journal

Table of Contents



Section I: Foundations

Chapter One: What is research?

Chapter Two: Defining and describing variables

Chapter Three: Designing sound research--variable roles, threats to validity, and research design

Chapter Four: How are research questions formed and what are the parts of well-written research reports?

Chapter Five: What is logical about statistical logic and what purposes does it serve?

Section II: Analyzing Differences Between Two Sets of Data

Chapter Six: The parametric t-test statistics

Chapter Seven: The non-parametric Mann-Whitney U Test and Wilcoxon Signed Rank Test statistics

Section III: Analyzing Differences Among more than Two Sets of Data

Chapter Eight: Introduction to the parametric between-group analysis of variance statistic (ANOVA)

Chapter Nine: The non-parametric Kruskal-Wallis and Friedman's Test statistics

Section IV: Analyzing Patterns within a Variable and Between Two Variables

Chapter Ten: The parametric Pearson’s Product Moment Correlation Coefficient statistic

Chapter Eleven: The non-parametric Spearman’s Rho and Kendall's Tau statistics

Chapter Twelve: The non-parametric Chi-Squared statistics


About the Author

Jean L. Turner is Professor, TESOL/TFL Program, Monterey Institute of International Studies, USA.

About the Series

ESL & Applied Linguistics Professional Series

This series provides essential texts on teaching English as a second language and applied linguistics. It includes authored and edited volumes to be used as primary or supplementary texts in graduate-level and teacher training courses to enhance students’ and practicing teachers’ professional qualifications and knowledge. Each text is designed to promote the current and growing body of knowledge in applied linguistics and second language teaching, including advances in teacher education and the study of language.

Specifically, the series includes, but is not limited to, current uses of applied linguistics research in teaching a variety of second language skills, such as reading, writing, speaking and listening; materials and curriculum design; literacy; English for academic purposes; and research methods.

The texts also deal with broad domains of professional preparation related to socio-cultural perspectives and current issues/topics in teaching and learning a second language.

Books in the series benefit not only students, but experienced teachers, curriculum developers, teacher trainers, program administrators, and other second and foreign language professionals seeking to advance and update their knowledge and expertise.

Learn more…

Subject Categories

BISAC Subject Codes/Headings:
EDUCATION / Statistics
FOREIGN LANGUAGE STUDY / English as a Second Language