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Quantitative Methods for Second Language Research introduces approaches to and techniques for quantitative data analysis in second language research, with a primary focus on second language learning and assessment research. It takes a conceptual, problem-solving approach by emphasizing the understanding of statistical theory and its application to research problems while paying less attention to the mathematical side of statistical analysis. The text discusses a range of common statistical analysis techniques, presented and illustrated through applications of the IBM Statistical Package for Social Sciences (SPSS) program. These include tools for descriptive analysis (e.g., means and percentages) as well as inferential analysis (e.g., correlational analysis, t-tests, and analysis of variance [ANOVA]). The text provides conceptual explanations of quantitative methods through the use of examples, cases, and published studies in the field. In addition, a companion website to the book hosts slides, review exercises, and answer keys for each chapter as well as SPSS files. Practical and lucid, this book is the ideal resource for data analysis for graduate students and researchers in applied linguistics.
This book provides a conceptual and problem-solving introduction to quantitative data analysis techniques specifically for second language research. It emphasizes understanding statistical theory and its application to research problems, rather than focusing on complex mathematical derivations. The text covers descriptive and inferential statistical methods, illustrated with examples from applied linguistics and using the IBM SPSS program. It aims to equip graduate students and researchers with the tools needed for analyzing quantitative data in second language learning and assessment.
The book is presented as a practical and lucid resource for graduate students and researchers in applied linguistics. Its approach focuses on conceptual understanding and problem-solving, making statistical theory accessible through real-world applications. The inclusion of SPSS examples and a companion website with supplementary materials suggests a comprehensive learning package designed to support data analysis in second language research.
Page Count:
290
Publication Date:
2017-07-20
Publisher:
Taylor & Francis
ISBN-10:
113508002X
ISBN-13:
9781135080020
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