Research
Data Analysis with SPSS: A Beginner's Guide for Researchers
Good analysis starts before software: clean variables, clear questions, and a defensible plan.
Data Analysis Faculty · 17/03/2026
Prepare before opening SPSS
Researchers should clarify research questions, variable types, coding decisions, and missing data rules before analysis begins. This avoids confusing outputs and weak interpretation.
Training at ETCA connects software skills to research logic, reporting, and defence readiness.