Survey Data Analysis
For questionnaire datasets requiring cleaning, coding and structured analysis.
Explore Service →SPSS-based statistical analysis for questionnaires, experiments, clinical datasets and other structured research data.
The exact workflow depends on your study design, data quality, objectives and required deliverables. Your specialist should confirm the methodology before work begins.
For datasets containing personal or sensitive information, remove unnecessary direct identifiers before upload and share only information appropriate for the agreed research workflow.
AnalysisAfrica research services support researchers with consultation, methodology, analysis, visualization, editing and related technical work. Services must not be used to fabricate data, complete examinations, impersonate a researcher, or misrepresent authorship in assessed academic work.
These are optional related services. The appropriate next step depends on your project objective, methods and available data.
For questionnaire datasets requiring cleaning, coding and structured analysis.
Explore Service →For suitable theory-driven models requiring latent-variable or path analysis.
Explore Service →Use a predefined package when you want a broader SPSS workflow instead of one isolated analysis.
View Package →