1st Edition

An Introductory Guide to Quantitative Data Analysis and Interpretation using SPSS 30 Outputs and Interpretation for APA Format

By Yeoh Sok Foon Copyright 2026
192 Pages 218 B/W Illustrations
by Routledge

192 Pages 218 B/W Illustrations
by Routledge

192 Pages 218 B/W Illustrations
by Routledge

An Introductory Guide to Quantitative Data Analysis and Interpretation using SPSS 30 is a comprehensive guide to quantitative analysis. It integrates knowledge of research methods, data analysis, and report writing includes exploring data, data preparation, and data analysis. This textbook provides readers with fundamental knowledge about quantitative data analysis through a sample of... Read more

1. Exploratory Data Analysis (EDA)  2. Data Transformation  3. Reliability Test  4. Descriptive Analysis  5. All about T-Tests  6. One-Way ANOVA  7. Chi-square Test  8. Correlation  9. Factor Analysis  10. Multiple Linear Regression  11. Conclusion

Biography

Yeoh Sok Foon is an independent researcher in Malaysia. She previously worked as a lecturer teaching statistics, quantitative methods, and management. She has varied research and publication experience.