What evidence shows that a business degree teaches data interpretation rather than only spreadsheet operation?
Evidence includes module learning outcomes and assessments requiring students to select or evaluate data, apply statistical or analytical methods, interpret uncertainty and trends, and justify business recommendations. Case studies, data-analysis projects, written reports, and assessment criteria focused on reasoning and conclusions indicate learning beyond spreadsheet operation, which mainly tests tool use and formula execution.
Key points
- Check whether the syllabus covers data quality, sampling, statistics, visualisation, forecasting, or evidence-based decision-making.
- Look for assessments that require interpretation, explanation of limitations, and recommendations rather than only producing a spreadsheet.
- Module descriptors and sample assessment briefs can show whether spreadsheet software is a tool within broader analytical work.
Things to check
- The balance between software skills and interpretation varies by degree, university, and module, so official module descriptions and assessment information should be checked.