As mentioned before in my post on Research Methods and Skills here is a review of the book by Andy Field that has proved to be most helpful in my current post-graduate statistics course:
FIELD, A (3rd ed.) (2009) Discovering Statistics using SPSS. London: Sage.
For this 820 pages oeuvre there is a companion available with a number of student resources such as multiple choice questions and a flash card gloassary. Field’s companion on Sage
I got the edition which includes a 13 months student licence for SPSS Version 17.0.
Here are a number of reviews on Amazon . It is the most user-friendly, smart-structured, and accessible as well as entertaining Statistics book I have come across. If you are a busy student with more than a commitment to studies, try this. Field is doing a fantastic job in providing an all-you-need volume which does not step into the trap so many other authors seem to be unable to avoid. All those who believe they can fragment statistics and provide either the maths only, or the SPSS only or some statistics chunk food that leaves you unsatisfied as you still don’t understand how to apply findings to a case other than the model discussed.
Field’s book provides a 16-pages glossary, 7-pages references, index plus an appendix which contains the following:
- Table of the standard normal distribution
- Critical values of the t-distribution
- Critical values of the F-distribution
- Critical values of the chi-square distribution
There is a separate chapter about SPSS, the environment, the viewer, the SmartViewer, the syntax and more. A list of mathematical operators, Greek symbols and English symbols comes in very handy, so does the brief maths revision
Each chapter highlights at the end the important terms which is very useful for revision. There are self-tests, references for further reading and interesting real research as well as areas which explain either ‘strange dialogue boxes’ (in SPSS and how to make sense of them) or concepts (such as degree of freedom).
The chapters are structured in a clear manner, the language is clear and terms are explained throughout so that you won’t have to flip nervously through several books at the same time and do the work a smart author and editing team would have done for you. Formulae and tables produced in SPSS are displayed in a logical manner, for instance the dialog box to be selected in SPSS is followed by a scatterplot which in turn is illustrated by SPSS outputs. The latter are also explained in detail so you know what they actually mean, how to write them up in a conventional way, how to analyse them and how to interpret the outcome. Key terms have been printed in red and the SPSS dialogue boxes also come in colour.
Recoding, for instance, is explained for those using the recode function in SPSS but also for those who do a lot of recoding, there is the syntax and a related file on the CD. There is a number of data sets available to play with, Field has chosen to provide areas such as the impact of Viagra on a person’s libido (getting those on board who are tired of jobs in postoffice.sav or the little inspiring government statistics on traffic) in order to explain ANOVA (analysis of variance).
Field’s Statistics Hell is also very useful and offers:
- Lectures on frequency distributions
- Handouts: SPSS: t-test, frequency distributions and correlation