TY - BOOK AU - Saiyidi Mat Roni AU - Hadrian Geri Djajadikerta TI - Data analysis with SPSS for survey-based research SN - 9789811601927 U1 - R 519.5 SAI PY - 2021/// CY - Singapore, PB - Springer, KW - Social sciences KW - Statistical methods KW - Computer programs N1 - Chapter 1. Research instrument design and sample Chapter 2. SPSS basics Chapter 3. Preliminary data analysis: An analysis before theanalysis Chapter 4. Factor analysis: combining related question-items into latent variables Chapter 5. Assess the quality of your instrument Chapter 6. Latent variable Chapter 7. Test of differences among groups Chapter 8. Test of correlations Chapter 9. Regression Chapter 10. Non-parametric tests N2 - This book is written for research students and early-career researchers to quickly and easily learn how to analyse data using SPSS. It follows commonly used logical steps in data analysis design for research. The book features SPSS screenshots to assist rapid acquisition of the techniques required to process their research data. Rather than using a conventional writing style to discuss fundamentals of statistics, this book focuses directly on the technical aspects of using SPSS to analyse data. This approach allows researchers and research students to spend more time on interpretations and discussions of SPSS outputs, rather than on the mundane task of actually processing their data ER -