Learning Loft Editorial Team · Reviewed by qualified UK teachers

Question-level analysis (QLA): the honest guide

Question-level analysis turns a set of marks into a map of exactly what your class knows and what they don't. Done well, it changes the next lesson. Done badly, it eats a Sunday afternoon. This is how to do it well.

What QLA actually shows you

A QLA report typically answers four questions:

  • Which questions did the class do worst on?
  • Which topics or AOs do those questions map to?
  • Which pupils have the biggest gap between their target and their performance on those questions?
  • What should we re-teach next?

Manual QLA vs automated QLA

Manual QLA in a spreadsheet is fine for a single class of 25 on a single paper. The moment you scale — three classes, a year group, six papers a year — it becomes unsustainable. Data entry errors creep in, historical files get out of sync and the analysis takes longer than the teaching it's meant to inform.

LoftTrack automates the collation. Upload marks (or scan the paper), pick the exam board and paper, and the QLA is ready — heatmap, per-pupil gaps, cohort trends and a suggested re-teach plan.

Reading a QLA report

  1. Start with the cohort heatmap. Two or three darkest columns = your immediate re-teach priorities.
  2. Cross-reference with AO tags. If AO2 is consistently weakest, the fix is application practice, not more knowledge.
  3. Zoom into pupils. Any pupil whose gap-profile looks unlike the class needs a bespoke plan.
  4. Set two re-teach objectives, not ten. Fewer, better-targeted sessions beat cramming everything back in.

Sharing QLA sensibly

QLA is teacher-facing data. Parents and pupils don't need the heatmap — they need the two next-step actions that come out of it. LoftTrack auto-generates a parent-friendly summary alongside the professional report.

Common QLA mistakes

  • Running the analysis and never acting on it
  • Chasing the weakest 10 topics instead of the top 2
  • Treating one pupil's outlier gap as a whole-class problem
  • Not tracking whether the re-teach actually worked in the next paper

Explore further

Frequently asked questions

What is question-level analysis?

Question-level analysis (QLA) breaks a paper down into individual questions and shows how each pupil, class or cohort performed on each one. It reveals which topics or assessment objectives are weakest, guiding re-teaching and revision.

Is QLA only useful for GCSE?

No. QLA is equally valuable for KS2 SATs, GCSE mocks, A-Level papers and internal end-of-unit tests. Any assessment with more than a handful of questions benefits from a QLA view.

Do I need special software for QLA?

You can run QLA in a spreadsheet — but it takes 45–90 minutes per class per paper. Automated tools like LoftTrack cut that to under 10 minutes and keep the historical record clean.

How often should we run QLA?

After every substantive assessment: end-of-unit tests, mock exams, KS2 SATs practice papers and GCSE past papers. The frequency matters less than the follow-up — QLA only works if it changes teaching.

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