Data Analysis with SPSS for Survey-based Research / by Saiyidi Mat Roni, Hadrian Geri Djajadikerta.

Format:

Book

Author/Creator:

Roni, Saiyidi Mat, author.

Djajadikerta, Hadrian Geri, author.

Language:

English

Subjects (All):

Statistics.

Applied Statistics.

Local Subjects:

Applied Statistics.

Physical Description:

1 online resource (273 pages) : illustrations

Edition:

1st ed. 2021.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2021.

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.

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.

Notes:

Includes bibliographical references and index.

Print version record.

Other Format:

9789811601927

ISBN:

981-16-0193-3

OCLC:

1258659961