A clear, practical guide from our PhD experts. Follow the steps below — and if you’d rather have expert help, our PhD Data Analysis service is one click away.
To analyse data in SPSS: enter and clean your data, define variables, run descriptive statistics, check assumptions, choose the right inferential test for your hypotheses, run it, and interpret the output (test statistic, p-value and effect size) in plain language.
This guide outlines the workflow for a dissertation.
The right test depends on your data type and research questions — e.g., t-tests and ANOVA for group comparisons, correlation and regression for relationships. Always check assumptions first and interpret effect sizes, not just p-values.
Follow these steps in order — each builds on the last.
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