Quantitative research relies heavily on statistical software to test research hypotheses. IBM SPSS remains one of the most trusted tools in academic statistical modeling.
1. Variable Setup and Coding
Ensure your Variable View defines values, measurement levels (Nominal, Ordinal, Scale), and missing values correctly.
2. Running Normality Tests
Before choosing parametric tests like T-tests or ANOVA, verify normality using Shapiro-Wilk or Kolmogorov-Smirnov metrics.
3. APA Style Formatting
Transfer SPSS output tables cleanly into Word documents formatted strictly under APA 7th standards.