Spaced repetition for medical students: make lectures stick

Ebbinghaus studied how retention changed after learning. A modern replication found a similar pattern of forgetting using lists of syllables. The general lesson is useful: access to newly learned material can weaken with time. Your pace of forgetting depends on the material, prior knowledge, and how you studied it. Read the replication.

For a lecture, that means the first explanation is the start of the work. Plan later opportunities to recall the mechanism, compare similar concepts, and correct what you missed. You do not need to reread every slide every time.

Spacing answers when. Retrieval practice answers what: try to produce the answer before you see it. In experiments with prose passages, students who practiced retrieval retained more on delayed tests than students who spent that time restudying. That is the study principle behind answering a prompt before revealing it. Roediger and Karpicke, 2006.

A useful prompt asks for one clear decision. Say the answer, then reveal it and grade what you actually recalled. If the answer is five partly remembered facts, split the prompt or make the requested list explicit. Recognition of the revealed answer is not the same as recalling it.

The product starts with your lecture PDF, PowerPoint, or pasted notes. Choose the output you need, or generate all three from the same source. This gives each study activity a clear job.

After import, your Anki settings and review responses determine when each card returns. If you enable FSRS, it models memory from your review history and uses your desired retention setting to choose intervals. Higher desired retention generally means more reviews. Start with a workload you can sustain and consult the Anki Manual before changing scheduling options.

Do not treat an illustrative “day 1, day 3, day 7” routine as a universal prescription. Different cards and learners need different intervals. Answer honestly, let the scheduler use that feedback, and make room for the cards already due before adding another lecture.

The explanation is there to help you reconstruct why an answer makes sense. After reading Story, close it and explain a mechanism in your own words. After revealing a card, use the supporting explanation to repair a specific misunderstanding. After a Practice question, identify the clue that separates the right answer from the alternative you chose.

Once individual topics make sense, compare nearby ideas or work questions from different topics in your course. You are practicing the choice between concepts as well as each fact on its own. Choose the topics to mix based on the distinctions your course asks you to make.

Start with one lecture you already need to study. Generate its materials, compare them with the learning objectives, and check unclear statements against the source. Then choose the next action by the problem you actually have: explanation when the mechanism is unclear, retrieval when you cannot produce a fact, application when the vignette still fools you.

On later days, work through due cards in Anki and return to explanations when mistakes reveal a gap. Keep question practice in the week. When the review load grows beyond the time you have, reduce new cards and repair duplicates or vague prompts. Choosing a manageable lecture deck explains how to balance coverage with that budget.