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Data analysis with SPSS for survey-based research / by Saiyidi Mat Roni (Author), Hadrian Geri Djajadikerta (Author)

By: Contributor(s): Material type: TextTextPublication details: Singapore, Springer, 2021Description: xv, 264 p. ill., col., 24 cmISBN:
  • 9789811601927
Subject(s): DDC classification:
  • R 519.5 SAI
Contents:
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
Summary: 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
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Books Books HCUC LIBRARY - ENGLISH COLLECTION Reference R 519.5 SAI (Browse shelf(Opens below)) 1 Available 09025

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

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

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