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interleaving for vignette exams: stop topic-blocking

a high-yield method for sba-style exams: mix similar presentations deliberately to sharpen discrimination and reduce pattern-matching errors.

Blocking revision by topic (cardio week, resp week, etc.) feels tidy, but it can inflate confidence because everything looks familiar. Vignette exams reward discrimination: choosing the right option when multiple answers look plausible. Interleaving creates that discrimination pressure in training rather than on exam day.

The interleaving advantage

Research on interleaving shows that mixing categories can enhance learning by forcing you to notice differences and retrieve the right rule under interference — which is precisely what SBA papers do to you.
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Step 1 — Build ‘near-neighbour sets’

Pick 3–5 topics that are commonly confused (your error log tells you which). Your set should create interference on purpose.
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Step 2 — Use short mixed blocks

Do 10–20 questions mixed across the set rather than 40 in one topic. The goal is to practise switching, not to binge one theme.
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Step 3 — Force the discriminating feature

After each question, write one line: “This is X not Y because ____.” If you cannot fill the blank, you have not learned the distinction.
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Step 4 — Schedule spaced re-mixes

Revisit the same near-neighbour set after 3 days, then 7 days, then 14 days. You are training retrieval under interference across time.
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Step 5 — Promote sets that keep leaking

If a set stays weak across repeats, it becomes a priority set — it gets more reps until it stabilises.
SourceBirnbaum et al. (2013): Why interleaving can enhance learning (PubMed)
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SourceKornell & Bjork (2008): Learning concepts and categories (PDF)
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SourceDunlosky et al. (2013): Interleaving rated as a higher-utility technique in the right contexts (PubMed)
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