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Learning Science Basics

High-leverage principles for learning and long-term retention.

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Retrieval practice

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Trying to recall from memory strengthens learning more than re-reading.

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Spaced repetition

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Reviewing over increasing intervals to resist forgetting.

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Interleaving

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Mixing related topics/problem types to improve discrimination and transfer.

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Elaboration

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Explaining why/how in your own words; linking new ideas to what you already know.

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Desirable difficulty

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Effortful practice that is still solvable tends to improve long-term retention.

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Testing effect

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Practice tests improve retention more than additional study of the same material.

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Generation effect

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Producing an answer yourself improves memory more than reading the answer.

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Dual coding

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Combining words and visuals improves recall when both are meaningfully linked.

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Chunking

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Grouping items into meaningful units reduces working-memory load.

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Working memory limit

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You can hold only a few items at once; reduce load to think better.

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Cognitive load

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Total mental effort; simplify presentation so effort goes to learning, not decoding.

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Transfer

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Learning is stronger when you can apply knowledge in new contexts, not just repeat.

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Varied practice

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Practice across different contexts and examples to improve flexibility.

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Illusion of competence

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Fluency from re-reading feels like learning.

Fix: test yourself.

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Metacognition

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Knowing what you know (and do not) helps you choose better study strategies.

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Feedback timing

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Fast feedback helps skill acquisition; delayed feedback can strengthen retention.

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Errorful learning

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Making mistakes and correcting them can improve learning if feedback is clear.

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Interference

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Similar memories compete (proactive/retroactive). Spacing and contrast reduce it.

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Encoding specificity

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Memory is better when retrieval context matches learning context.

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Context-dependent memory

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Environment cues can aid recall; vary contexts to reduce dependency.

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Sleep consolidation

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Sleep helps stabilize and integrate memories; it is part of learning.

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Overlearning

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Extra practice after mastery can help durability, but has diminishing returns.

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Feynman technique

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Explain simply; gaps in explanation reveal gaps in understanding.

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Active recall vs recognition

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Recognition (seeing the answer) is easier than recall; train recall.

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