The extended Q-Step community is an excellent place to start if you want to explore quantitative methods:
- University of Exeter resource page features an expansive range of materials on statistical methods and software
- University of Glasgow's learning repository includes audiovisual and interactive material ranging from beginner to advanced methods
- University of Oxford have included audio visual resources to help learners make sense of statistics and quant methods
- Queen's University Belfast provides examples of statistics in action, with a list of websites and articles featuring quantitative data
- The University of Sheffield include a selection of introductory videos that act as a nice springboard to more advanced topics
And if you are looking to strengthen and expand your quantitative skills, the following list is a great place to kickstart your learning:
- Virtual Statistics Lab is an excellent cache of statistics resources, including an online textbook, demonstrations, and case studies
- International Centre for Statistical Education explains statistical formula, sampling types, and command functions for Excel and other statistical software
- Numbas is a numeracy learning and assessment tool developed by Newcastle University
- Professor Alan Dix explains the maths behind the data we encounter in our everyday lives
Targeted Resources
General Stats Information
- Types of data in statistics (Towards Data Science)
- How to design user-centred surveys (Government Statistics Service)
SPSS
- Zvi Oduba (University of Manchester alumnus) created an Udemy short course, 'Logistic Regression in SPSS for Social Science Research' (note there is a small fee for this course)
More to come...


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