2024 - Introductory Statistics for Researchers Using SPSS
6 - 8 May
Course Overview
This workshop is designed as an introduction to statistical analysis for researchers. There is emphasis on understanding the concepts of statistical procedures (with a minimum of mathematics, although some will be discussed) and on interpreting computer output. It is designed to help you, the researcher. It is helpful if you have done an undergraduate statistics subject, although this workshop can serve as a first introduction or a refresher. The theory behind the statistical procedures will, in general, not be discussed.
A range of statistical analyses will be discussed in the workshop, as described in the outline below. We will talk through examples of all analysis types and will demonstrate how to carry them out in SPSS. Equal emphasis will also be put on interpreting the output of these analyses. There will be plenty of practical work.
You will be expected to watch this seminar on study design and statistical principles (samples and populations, confounding, statistical inference) ahead of the workshop.
Course outline
Revision
- SPSS basics
- Descriptive statistics – mean, mode, standard deviation, inter-quartile range, correlation
- Data visualisation - boxplot, histogram, scatterplot, bar graph
Introduction to statistical inference
- Uncertainty, confidence intervals, p-values, significance
- T-test (comparing two groups)
- Checking model assumptions
Analysis of continuous responses with linear models
- Simple linear regression
- ANOVA
- Multiple regression, ANCOVA
Analysis of categorical responses
- Relative risk, odds ratios
- Chi-square test
- Logistic regression
Accessibility
This is an in person course. If you wish to participate, but in person attendance is not accessible to you (e.g. you have hearing or vision impairment, parenting responsibilities, live too far) please email Gordana (g.popovic@unsw.edu.au) to arrange online attendance. The virtual component will be run using Zoom, and closed captions will be activated on request.
Slides are in PDF format, exercises are in R markdown, and both will be downloadable in advance. If HTML slides and alt text are needed to assist accessibility we will make every effort to provide these, please let us know well in advance. Lectures will be recorded and uploaded to YouTube, and available for a week following the workshop. Please email Gordana (g.popovic@unsw.edu.au) with any questions or requests.
SPSS skills
We do not require you to have any prior skills in SPSS, and we will spend the first morning getting with some very basic SPSS skills, just enough to participate in this course. For resources include SPSS Tutorials and UCLA Institute for Digital Education and Research SPSS pages.
Prerequisites: SPSS access. If you have a UNSW zID you can access SPSS through myAccess. If you do not have a UNSW zID, we cannot provide access to SPSS.
Course requirements: You will need to bring and use your own computer during the workshop.
Date: Monday 6 to Wednesday 8 May 2024
Duration: 9.30am - 4.00pm, each day
Location: This course will be delivered mainly in person with limited remote
You will receive a certificate of completion for the course.