
IBM SPSS for Intermediate Statistics
Use and Interpretation
Routledge (Publisher)
6th Edition
Will be published approx. on 22. January 2026
Book
Paperback/Softback
412 pages
978-1-032-44908-1 (ISBN)
Description
IBM SPSS for Intermediate Statistics, sixth edition, is designed to help readers analyze and interpret research data using IBM SPSS.
This user-friendly book shows readers how to choose the appropriate statistic based on the design; perform intermediate statistics, including multivariate statistics; interpret output; and write about the results. The book reviews research designs and how to assess the accuracy and reliability of data; how to determine whether data meet the assumptions of statistical tests; how to calculate and interpret effect sizes for intermediate statistics; how to compute and interpret post-hoc power; and includes an overview of basic statistics for those who need a review. Unique chapters on multilevel linear modeling; multivariate analysis of variance (MANOVA); assessing reliability of data; multiple imputation; mediation, moderation, and canonical correlation; discriminant analyses; logistic regression; and factor analysis are provided. SPSS syntax is included for those who prefer this format. Pedagogical features include call-out boxes to highlight key points, interpretation sections and questions, realistic datasets for practice, and information on how to get started with SPSS, as well as appendices reviewing basic statistics, discussing how to write research questions, providing answers to the odd numbered interpretation questions, and providing references for further reading.
An ideal supplement for courses in either intermediate/advanced statistics or research methods taught in departments of psychology, education, and other social and health sciences, this book is also appreciated by researchers in these areas looking for a handy reference for SPSS commands and how to interpret SPSS outputs.
The new edition features:
Updated for IBM SPSS version 29, but the book can be used with most other versions.
More information on how to get started in SPSS (Chapter 1).
Updated discussion of which effect sizes can be calculated for various programs in SPSS.
Updated information on multiple regression methods (Chapter 7).
Updated chapter on how to use a variable as a mediator or a moderator, using only SPSS (Chapter 8).
All chapters updated to include effect sizes that are available.
Updated screens and outputs.
Updated web resources for instructors, including PowerPoint slides, interpretation questions, and extra SPSS problem answers; and for students, datasets, and chapter outlines and study guides.
This user-friendly book shows readers how to choose the appropriate statistic based on the design; perform intermediate statistics, including multivariate statistics; interpret output; and write about the results. The book reviews research designs and how to assess the accuracy and reliability of data; how to determine whether data meet the assumptions of statistical tests; how to calculate and interpret effect sizes for intermediate statistics; how to compute and interpret post-hoc power; and includes an overview of basic statistics for those who need a review. Unique chapters on multilevel linear modeling; multivariate analysis of variance (MANOVA); assessing reliability of data; multiple imputation; mediation, moderation, and canonical correlation; discriminant analyses; logistic regression; and factor analysis are provided. SPSS syntax is included for those who prefer this format. Pedagogical features include call-out boxes to highlight key points, interpretation sections and questions, realistic datasets for practice, and information on how to get started with SPSS, as well as appendices reviewing basic statistics, discussing how to write research questions, providing answers to the odd numbered interpretation questions, and providing references for further reading.
An ideal supplement for courses in either intermediate/advanced statistics or research methods taught in departments of psychology, education, and other social and health sciences, this book is also appreciated by researchers in these areas looking for a handy reference for SPSS commands and how to interpret SPSS outputs.
The new edition features:
Updated for IBM SPSS version 29, but the book can be used with most other versions.
More information on how to get started in SPSS (Chapter 1).
Updated discussion of which effect sizes can be calculated for various programs in SPSS.
Updated information on multiple regression methods (Chapter 7).
Updated chapter on how to use a variable as a mediator or a moderator, using only SPSS (Chapter 8).
All chapters updated to include effect sizes that are available.
Updated screens and outputs.
Updated web resources for instructors, including PowerPoint slides, interpretation questions, and extra SPSS problem answers; and for students, datasets, and chapter outlines and study guides.
More details
Edition
6th edition
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Undergraduate Core
Illustrations
159 s/w Abbildungen, 107 s/w Photographien bzw. Rasterbilder, 52 s/w Zeichnungen, 316 s/w Tabellen
316 Tables, black and white; 52 Line drawings, black and white; 107 Halftones, black and white; 159 Illustrations, black and white
Dimensions
Height: 280 mm
Width: 210 mm
Thickness: 23 mm
Weight
1027 gr
ISBN-13
978-1-032-44908-1 (9781032449081)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Karen C. Barrett | Nancy L. Leech | George A. Morgan
IBM SPSS for Intermediate Statistics
Use and Interpretation
E-Book
01/2026
6th Edition
Routledge
€68.49
Available for download

Karen C. Barrett | Nancy L. Leech | George A. Morgan
IBM SPSS for Intermediate Statistics
Use and Interpretation
E-Book
01/2026
6th Edition
Routledge
€68.49
Available for download

Karen C. Barrett | Nancy L. Leech | George A. Morgan
IBM SPSS for Intermediate Statistics
Use and Interpretation
Book
approx. 01/2026
6th Edition
Routledge
€207.98
Not yet published
Previous edition

Karen C. Barrett | Nancy L. Leech | George A. Morgan
IBM SPSS for Intermediate Statistics
Use and Interpretation, Fifth Edition
Book
08/2014
5th Edition
Routledge
€89.32
Shipment within 3-4 weeks
Persons
Karen C. Barrett is a Professor Emerita of Human Development and Family Studies at Colorado State University, USA.
Nancy L. Leech is a Professor of Research and Evaluation Methods in the School of Education and Human Development at the University of Colorado Denver, USA.
George A. Morgan is an Emeritus Professor of Education and Human Development at Colorado State University, USA.
Nancy L. Leech is a Professor of Research and Evaluation Methods in the School of Education and Human Development at the University of Colorado Denver, USA.
George A. Morgan is an Emeritus Professor of Education and Human Development at Colorado State University, USA.
Author
Colorado State University, USA
University of Colorado at Denver, USA
Colorado State University, USA
Content
1. Introduction 2. Getting Data Ready for Analysis: Data Collection, Coding, Exploration, and Transformation 3. Missing Data and Multiple Imputation 4. Selecting and Interpreting Inferential Statistics 5. Several Measures of Reliability 6. Factor Analysis and Principal Components Analysis 7. Multiple Regression 8. Mediation, Moderation, and Canonical Correlation 9. Logistic Regression and Discriminant Analysis 10. Factorial ANOVA and ANCOVA 11. Repeated-Measures and Mixed ANOVAs 12. Multivariate Analysis of Variance (MANOVA) 13. Multilevel Linear Modeling/Hierarchical Linear Modeling; Appendices A. Review of Basic Statistics by Marisha Lamont-Manfre and Patrick Munnelly B. Writing Research Problems and Questions C. Answers to Odd Interpretation Questions D. For Further Reading