Procedural SPSS Fundamentals and Data Management
Strengths
Procedural Data Management
Covers essential workflows including defining variables, recoding, selecting cases, and weighting data.
Guided Statistical Analysis
Provides instruction on frequency, descriptives, and specific tests like Chi-Square and T-Tests with logical examples.
Follow-along Resources
One sampled review suggests that includes datasets that allow learners to practice alongside the video instruction.
Limitations
Instructional Clarity Barriers
Learners have noted challenges with instructor accent and inconsistent microphone quality.
Limited Conceptual Context
The curriculum moves quickly into number crunching without explaining the broader practical applications of SPSS.
Best suited to
- Social science students
- Beginners seeking procedural SPSS workflows
- Learners requiring guided data manipulation
Less suited to
- Those needing deep statistical theory or context
- Learners sensitive to audio quality variations









