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Rabin Poudyal
Rabin Poudyal
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Learning and the mind

Retrieval practice

Pulling something out of memory strengthens it more than putting it in again, so a test is a better study tool than a reread.

Reported by Arthur Gates in 1917 as the value of "recitation"; revived as a learning method by Henry Roediger and Jeffrey Karpicke (2006).

The intuition is that you learn by taking information in, and a test only measures what went in. Retrieval practice says the measurement is itself the strongest form of study. Roediger and Karpicke's 2006 experiments put it plainly: students who read a passage once and then recalled it three times, without feedback and without seeing it again, remembered more a week later than students who read it four times. The rereaders had been through the text 14.2 times on average; the testers 3.4 times. Three recall attempts beat four times the exposure. Karpicke and Blunt extended this in Science in 2011: retrieval practice beat concept mapping, the most elaborate form of studying, on inference questions and even when the final test was itself a concept map.

Two things make it work. Retrieval is effortful reconstruction, and rebuilding a memory, rather than recognising it on the page, is what makes the next retrieval easier. It also corrects the picture you have of yourself. In the 2006 study the students who reread four times were the most confident they would remember the passage a week later, and they remembered least. Rereading produces fluency, and fluency feels like knowledge. A test with no feedback, which teaches nothing new, still exposed the gap. In practice this means closing the book and writing down what you know, explaining the idea to someone, or answering the questions before looking at the answers.

The limits are hidden by the headline figure. At a five-minute delay rereading won, 81 against 75 percent, so cramming for a test in the morning is not irrational; the advantage of testing shows up over days. The strongest results come from short prose, word lists and facts. How large the effect is for complex, interconnected material is still argued, and Karpicke and Blunt's paper drew a published comment and a reply in Science. And retrieval without feedback only strengthens what you can already get out. For material you never learned in the first place, you need the answer afterwards.

Example

In Roediger and Karpicke's first 2006 experiment, 120 Washington University undergraduates read two short passages, "The Sun" and "Sea Otters", taken from a test-preparation book. Each student studied one passage twice and studied the other once before taking a free-recall test on it, with no feedback. On a final test five minutes later the twice-studied passage won, 81 percent of idea units against 75. Two days later the tested passage was ahead, 68 against 54 percent, and after one week it was 56 against 42 percent. Published in Psychological Science, that last pair is the figure most often quoted for the testing effect.

Where it applies

The "Test yourself" recall check on each model page and at /models/review exists for this reason: read the question, say the answer, then open it. The decks at /flashcards work the same way, and the memory game at /games/memory is retrieval under time pressure. When learning a codebase, write down what you think a function does before you open it; the misses tell you where to read.

Think about it

What did you reread this week that you could instead have closed and tried to write out from memory?

Applied it to something real? Log it.

Test yourselfIn Roediger and Karpicke's 2006 experiment, which group remembered more after a week, and what had each group believed?

The tested group, 56 against 42 percent after a week. The rereaders had been more confident they would remember, and remembered least. At five minutes rereading had won.

Related models

Sources and further reading