From UGX 500,000
Quantitative Analysis Support
Support aligning your objectives, dataset, statistical approach and reporting.
- Analysis plan
- Output review
- Reporting guidance
Stage 04 · Analyse & Interpret
Turn data into meaningful insights
Choose the right analysis, identify patterns and interpret your findings in relation to your research question.
What you’ll do at this stage
Begin here
Quick Starts
Choose the starting point that best matches what you need now.
01toolStatistical Analysis Decision ToolStart from what you are estimating, then get a likely analytical approach, the effect estimate to report and what to check.Open tool02templateAnalysis Plan TemplatePre-specify your analysis approach before opening the dataset, including primary outcomes, subgroups, sensitivity analyses, missing data strategy, and a deviations log.Get template03guideWrite qualitative findingsBuild claims your quotes support, theme by theme.Read guide
Learn
Learn
Build the understanding you need before making the next decision.
Featured guide
Read the guide Choose the right statistical test
Work from your variables and design instead of memorising a table.
Independent, dependent, confounding and mediating variables
Know what each variable is doing before you model anything.
Interpret a 95% confidence interval
Report precision, not just significance.
What p < 0.05 actually means
A plain explanation of what a small p-value does and does not tell you.
P > 0.05: does it mean there is no effect?
How to report an imprecise result without claiming there is nothing there.
Statistically significant is not the same as important
Judge whether an effect matters in practice.
Write qualitative findings, not a quote dump
Build claims your quotes support, theme by theme.
Saturation in qualitative research
What saturation means and what it does not justify.
How many interviews do you need?
Plan qualitative sample size you can defend.
Report quantitative results clearly
Estimates, intervals and interpretation instead of a list of p-values.
Do
Do
Use practical tools to complete a defined piece of the work.
Download
Download
Start from a useful structure instead of a blank page.
Check
Check
Test the quality and readiness of what you have produced.
Get help
Bring in specialist support at this stage
Choose a focused service when a template or tool is not enough. Scope and price are confirmed before work begins.
From UGX 500,000
Qualitative Analysis Support
Support moving from transcripts and codes to defensible themes and findings.
- Coding approach
- Theme development
- Findings structure
UGX 100,000
Results Interpretation Support
A focused review of what your estimates, patterns and uncertainty support you to claim.
- Interpretation check
- Claim boundaries
- Clear next steps