Roni M., Djajadikerta S. Hadrian Data Analysis with SPSS for Survey-based Research

Springer, 2021. — 273 p. — ISBN: 978-981-16-0192-7.This book is written for research students and early-career researchers to quickly and easily learn how to analyze 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 analyze 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.Research Instrument Design and Sample
SPSS Basics
Preliminary Data Analysis: An Analysis Before the Analysis
Factor Analysis: Combining Related Question-Items into Latent Variables
Assess the Quality of Your Instrument
Latent Variable
Test of Differences Among Groups
Test of Correlations
Regression
Non-Parametric Tests