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

Sok Foon, Yeoh

Rilegato

ISBN 10: 1041143141 ISBN 13: 9781041143147

Casa editrice: Routledge, 2026

Riassunto

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 research objectives, step-by-step guidance in generating SPSS outputs, hypothesis testing, and interpreting the analysis outputs. It focuses on frequently used descriptive, bivariate, and multivariate analyses, and discusses the assumptions and requirements for these methods. Using SPSS version 30 and also providing a complete case study, this book will help readers to get a big picture of how to get the collected data ready and complete further analysis. This is followed by a step-by-step guide to interpreting the outputs to match research objectives or hypothesis testing. Lastly, it provides a sample write-up for a research article or dissertation using APA format.

This guide will be an essential companion for beginner or university students who are learning quantitative data analysis using SPSS software and/or doing their research project. It will also be beneficial to professionals and researchers who want to revive their quantitative data analysis and format their academic papers to maintain clarity and professionalism in scientific writing using APA format.

Su questo libro

Informazioni sull?autore

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.

Dettagli dell'edizione

• Editore: Routledge
• Data di pubblicazione: 2026
• Lingua: Inglese
• ISBN 10: 1041143141
• ISBN 13: 9781041143147
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 192
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania