Service 03 of 5
Data & Interpretation
Support for structured analysis, limitations, visual interpretation and evidence communication.
Overview
Data & Interpretation
Data rarely speak for themselves. This service supports the analysis and interpretation of qualitative and quantitative data, from coding interviews to analysing surveys, with attention to what the data can and cannot show.
We help researchers present findings clearly through tables, charts and narrative, and state limitations honestly. AI tools may assist pattern-finding, but interpretation remains a human responsibility.
Support areas
- Qualitative coding and analysis
- Survey and statistical analysis
- Mixed-methods integration
- Data visualisation
Principles
- Fit analysis to the question
- Report uncertainty
- Separate evidence from interpretation
- Reproducible steps
Deliverables
- Analysis report
- Tables and charts
- Interpretation notes
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Research, collaborate and discover
Explore published knowledge, propose a collaboration, or discuss a clearly scoped research question with KBA13 Academy.
