Discovering Statistics using IBM SPSS Statistics

Discovering Statistics using IBM SPSS Statistics

Fourth Edition

Companion Website

© 2013 | 952 pages | SAGE Publications Ltd

Unrivalled in the way it makes the teaching of statistics compelling and accessible to even the most anxious of students, the only statistics textbook you and your students will ever need just got better! 

Lecturers/instructors - request a free digital inspection copy here

With a little help from his weird band of characters, Andy Field has transformed the way students engage with statistics. The Fourth Edition of the award-winning book continues, with its unique blend of humour and collection of bizarre examples, to bring statistics - from first principles to advanced concepts - well and truly to life using IBM SPSS Statistics.

Lecturers: with WebAssign® you can manage and monitor your students' progress quickly and easily online or give them more opportunities to practise! 
Ideal for short courses, choose to use WebAssign® alongside the Fourth Edition of Andy Field's textbook to quickly set up courses and schedule assignments (using the  2159 questions available) and track individual performance so you can spot in an instant where more instruction or practice is needed. If not using for fomal assessment, WebAssign® still lets you set questions for your students to practise over and over again. They get instant feedback and also links to the relevant chapter or section in the integral ebook to help them work out the correct solution.

For more information on how to integrate WebAssign® into a forthcoming course or to arrange a class test please contact your local SAGE representative for more details. (Students please note: access to WebAssign® is dependent not only on the purchase of a student access code (ISBN: 9781446273043) but also a username, institution code and password supplied by your course leader/instructor).

SAGE MobileStudy - study where and when you like
Scan any QR code within the book to access revision material on a smartphone or tablet such as Cramming Sam's Study tips, flashcard glossaries, interactive multiple choice questionnaires and more. Click here to take a look (if you're accessing the site from a desktop you'll be taken to the Companion Website instead; look out for the MobileStudy icon to show you which pages are also available on the MobileStudy site).

See how Andy's book is changing the landscape for textbooks through the use of technology!

Support materials for a wide range of disciplines
Education and Sport Sciences lecturer support materials with enhanced ones for Psychology, Business and Management and the Health Sciences on the enhanced Companion Website make the book even more relevant to a wider range of subjects across the social sciences and where statistics is taught to a cross-disciplinary audience.

Other major new updates include:

  • Now fully compatible with recent IBM SPSS Statistics releases.
  • Two new characters! Statistical cult leader Oditi provides students with access to video clips via his Lantern to help further understanding of statistical/SPSS concepts, while Confusius helps students to make better sense of statistical terms.
  • The enhanced Companion Website offers plenty of lecturer and student material to use in conjunction with the textbook. These include PowerPoints and subject-specific testbanks for lecturers as well as answers to the Smart Alex tasks at the end of the each chapter; datafiles for testing problems in SPSS; flashcards of key concepts; self-assessment multiple-choice questions; and online videos of key statistical and SPSS procedures discussed in the textbook for students.

Video Links

Now available to order with IBM®SPSS®Student Version 23.0!
Now you can order a copy of the Fourth Edition alongside a copy of IBM®SPSS®Student Version 23.0 (ISBN: 9781473970427) providing access to statistical analysis, modelling and survey research tools to support coursework and help develop the analytical skills employers seek.

This student version is a single-user licence that provides affordable access to statistical analysis, modelling and survey research tools that can support your college coursework and enable you to develop the advanced analytical skills employers seek. This program is intended only for academic persons, including students, professors, and other academic professionals for use solely in connection with a course offering. It may only be used in combination with academic textbooks for the sole purpose of teaching and learning analytics. Use of this program is limited to course work as defined by the course syllabus. Any other use of the program is prohibited. Please note that this program may not cover all topics that are covered in the text with which it is bundled. This program is intended to be an introduction to IBM SPSS only.

This version of the program:

·         is for a 12-month period, beginning on the date of customer installation

·         is limited to two installations

·         does not allow for add on SPSS modules

·         is limited to 1500 cases and 50 variables

·         does not allow for SPSS Command Syntax to be used

·         does not allow customers to merge or aggregate files, but students can transpose (flip) files

·         does not allow for scripting, automation, and programmability

·         cannot customize toolbars

·         cannot create custom dialogues with the Custom Dialogue Builder. However, students can install custom dialogues

·         cannot connect to IBM SPSS Statistics Server

·         cannot export to Microsoft PowerPoint

·         cannot read and write IBM SPSS Data Collection data sources

This student version can be bundled with any SAGE text at a discount. For more information about the capabilities of this program and bundle pricing, please contact your local SAGE representative.

Why Is My Evil Lecturer Forcing Me to Learn Statistics?
What Will This Chapter Tell Me?
What The Hell Am I Doing Here? I Don't Belong Here
Initial Observation: Finding Something That Needs Explaining
Generating Theories And Testing Them
Collect Data to Test Your Theory
Analyzing Data
Reporting Data
Everything You Never Wanted to Know about Statistics
What Will This Chapter Tell Me?
Building Statistical Models
Populations And Samples
Statistical Models
Going Beyond The Data
Using Statistical Models To Test Research Questions
Modern Approaches toTheory Testing
Reporting Statistical Models
The IBM SPSS Statistics Environment
What Will This Chapter Tell Me?
Versions Of IBM SPSS Statistics
Windows versus MacOS
Getting Started
The Data Editor
Importing Data
The SPSS Viewer
Exporting SPSS Output
The Syntax Editor
Saving Files
Retrieving A File
Exploring Data with Graphs
What Will This Chapter Tell Me?
The Art Of Presenting Data
The SPSS Chart Builder
Boxplots (Box-Whisker Diagrams)
Graphing Means: Bar Charts And Error Bars
Line Charts
Graphing Relationships: The Scatterplot
Editing Graphs
The Best of Bias
What Will This Chapter Tell Me?
What is Bias?
Spotting Bias
Reducing Bias
Non-parametric Models
What Will This Chapter Tell Me?
When to Use Non-parametric Tests
General Procedure on Non-parametric Tests in SPSS
Comparing Teo Independent Conditions: The Wilcox Rank-sum Test and Mann-Whitney Test
Comparing Two Related Conditions: the Wilcoxon Signed-rank Test
Differences Between Several Independent Groups: The Kruskal-Wallis Test
Differences Between Several Related Groups: Friedman's ANOVA
What Will This Chapter Tell Me?
Modelling Relationships
Data Entry For Correlation Analysis Using SPSS
Bivariate Correlation
Partial Correlation
Comparing Correlations
Calculating The Effect Size
How To Report Correlation Coefficents
What Will This Chapter Tell Me?
An Introduction To Regression
Bias in Regrassion Models?
Regression Using SPSS: One Predictor
Multiple Regression
Regression With Several Predictors Using SPSS
Interpreting Multiple Regression
Comparing Two Means
What Will This Chapter Tell Me?
Looking at Differences
The t-test
Assumptions of the t-test
The Independent t-test Using SPSS
Paired-samples t-test Using SPSS
Between Groups or Repeated Measures
What is I Violate the Test Assumptions
Moderation, Mediation and More Regression
What Will This Chapter Tell Me?
Installing Custom Dialog Boxes in SPSS
Moderation: Interactions in Regression
Categorical Predictors in Regression
Comparing Several Means: ANOVA (GLM 1)
What Will This Chapter Tell Me?
The Theory Behind Anova
Assumptions of Anova
Planned Contrasts
Post hoc Procedures
Running One-way Anova in SPSS
Output From One-way Anova
Calculating the Effect Size
Reporting Results From One-way Independent Anova
Analysis of Covariance, ANCOVA (GLM 2)
What Will This Chapter Tell Me?
Assumptions And Issues In ANCOVA
Conducting ANCOVA in SPSS
Interpreting the Output From ANCOVA
Testing The Assumption Of Homogeneity Of Regression Slopes
Calculating The Effect Size
Reporting Results
Factorial ANOVA (GLM 3)
What Will This Chapter Tell Me?
Theory Of Factorial ANOVA (Independent Designs)
Assumptions of Factorial ANOVA
Factorial ANOVA using SPSS
Output From Factorial ANOVA
Interpreting Interaction Graphs
Calculating Effect Sizes
Reporting The Results Of Two-Way ANOVA
Repeated-Measures Designs (GLM 4)
What Will This Chapter Tell Me?
Introduction To Repeated Measures Designs
Theory Of One-Way Repeated-Measures ANOVA
Assumptions in Repeated-Measures ANOVA
One-Way Repeated Measures ANOVA Using SPSS
Output For One-Way Repeated-Measures ANOVA
Effect Sizes For Repeated-Measures ANOVA
Reporting One-Way Repeated-Measures ANOVA
Factorial Repeated-Measures Designs
Output For Factorial Repeated-Measures ANOVA
Effect Sizes For Factorial Repeated-Measures ANOVA
Reporting The Results From Factorial Repeated-Measures ANOVA
Mixed Design ANOVA (GLM 5)
What Will This Chapter Tell Me?
Mixed Designs
Assumptions in Mixed Designs
What Do Men And Women Look For In A Partner?
Output For Mixed Factorial ANOVA
Calculating Effect Sizes
Reporting The Results Of Mixed ANOVA
Multivariate Analysis of Variance (MANOVA)
What Will This Chapter Tell Me?
When To Use MANOVA
Theory Of MANOVA
Practical Issues When Conducting MANOVA
Output From MANOVA
Reporting Results From MANOVA
Following Up MANOVA With Discriminant Analysis
Output From The Discriminant Analysis
Reporting Results From from Discriminant Analysis
The Final Interpretation
Exploratory Factor Analysis
What Will This Chapter Tell Me?
When To Use Factor Analysis
Factors and Components
Discovering Factors
Research Example
Running The Analysis
Interpreting Output From SPSS
How To Report Factor Analysis
Reliability Analysis
How To Report Reliability Analysis
Categorical Data
What Will This Chapter Tell Me?
Analysing Categorical Data
Theory Of Analysing Categorical Data
Assumptions When Analysing Categorical Data
Doing Chi-Square in SPSS
Log-Linear Analysis Using SPSS
Effect Sizes In Loglinear Analysis
Reporting The Results Of Loglinear Analysis
Logistic Regression
What Will This Chapter Tell Me?
Background to Logistic Regression
What are the Principles Behind Logistic Regression?
Sources of Bias and Common Problems
Binary Logistic Regression: An Example That Will Make You Feel Eel
Interpreting Logistic Regression
How to Report Logistic Regression
Testing Assumptions: Another Example
Predicting Several Categories: Multinominal Logistic Regression
Multilevel Linear Models
What Will This Chapter Tell Me?
Hierarchical Data
Theory Of Multilevel Linear Models
The Multilevel Model
Some Practical Issues
Multilevel Modelling Using SPSS
Growth Models
How To Report A Multilevel Model
A Message From The Octopus of Inescapable Despair
Nice Emails
Everybody Thinks I'm A Statistician
Craziness on a Grand Scale

Sample Materials & Chapters

Chapter 1: Why is my evil lecturer forcing me to learn statistics?


Companion Website

The enhanced companion website features, for lecturers:

  • Powerpoints
  • Subject-specific testbanks

And for students:

  • Answers to Smart Alex tasks
  • Datafiles
  • Flashcards
  • Self-assessment multiple-choice questions
  • Online videos of key statistical and SPSS procedures
Please note: if you're accessing the site from a desktop you'll be taken to the Companion Website instead; look out for the MobileStudy icon to show you which pages are also available on the MobileStudy site

Andy Field has done it again.  The fourth edition of Discovering Statistics will transform students who approach statistics with fear and loathing into adroit statistics users who understand key statistical concepts.  Field’s book is a practical ‘how to’ guide for conducting and understanding basic and advanced statistical analyses using IBM SPSS Statistics.  The book is geared toward behavioural and social sciences researchers at all levels – from undergraduates taking their very first statistics course, to postgraduates. 

JoNell Strough
West Virginia University
Psychology Learning and Teaching

I think this is a really good starting point for teaching stats – from assuming students knows nothing about and taking them gradually to a more advanced understanding. The book is – very helpfully- full of interesting examples and engaging style of writing. I like it that the book has several ‘levels of difficulty’ and engages both with practical stats and theory. The book I believe is targeted at UG students mainly, but some chapters can be recommended to MA students on research methods courses provided that they know nothing about statistics – the book is written in a very accessible manner which means that it can satisfy the need of international students in terms of level of difficulty and language (and business programmes normally have a lot of international students at MA level). The explanations are logically organized and explained in a lucid and clear manner. Little features like ‘faces’ I believe would make the book more attractive to UG students. I think self-test questions and the tasks at the end of chapter are very helpful, as well as the real world data and (often humorous) examples. My course is MA so I am not adopting this book for a course as a main text, but I may recommend it to students who are completely unfamiliar with statistics.

Maria Karepova
University of East London Business School

Easy to understand, fantastic web resources

Mr Steve Nightingale
Further and Higher Education, South Essex College
November 18, 2015

We use the book in our full master program Epidemiology and health Sciences research master as a prescribed book. The units of witch I am the coordinator (Intervention research and health measurement) are within the program

Dr Caroline Bastiaenen
Department of Epidemiology, Maastricht University
November 17, 2015

That's a brilliant teaching book endorsed by students for its lovely style and clarity (they only wished it could be used in thin chapter-by-chapter parts instead, for it is quite a piece of stone now). As a teacher, I really appreciate the variety of topics (not exhaustive for our curriculum though), and the new parts of the 4th edition.

Dr Anna Shirokanova
Sociology , National Research University Higher School of Economics
August 31, 2015

For instructors

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