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This book is a practical guide to using SPSS Statistics, aimed at students and early-career researchers across various disciplines. It introduces commonly used statistical procedures in undergraduate applied statistics and research methodology.
The approach is hands-on and visually driven, offering step-by-step instructions. It emphasises the interpretation and reporting of results, featuring annotated SPSS Statistics outputs and examples of clear communication of research findings. The guide includes examples of both statistically significant and non-significant results, guidelines for calculating effect sizes, and recommendations for assumption testing. Datasets and syntax sets complement the chapters, enhancing comprehension and facilitating further study. It aims to equip readers with the skills to analyse data effectively and apply statistical techniques to their own research.
