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Glossary

Rote learning

Rote learning (also called learning by rote or rote memorization) is memorizing information by repeating it until you can recall it, without needing to understand it. It works for plain facts like times tables, vocabulary or dates. It fails when an exam asks you to explain, apply or reword the idea.

Drafted with AI by the StudyPDF team. We check dates, numbers and research claims against official sources and read pages on a sample basis. How we write these pages

In more detail

To learn by rote means to learn by mechanical repetition, with no attention to meaning. The word rote has meant routine or habit since Middle English; its deeper origin is unclear. Common examples of rote memorization are the times tables, the alphabet, the periodic table, spelling lists, vocabulary in a new language, historical dates, a poem or a formula you just need to have in your head.

The pros of rote learning: it is quick for a small set of plain facts, and it frees up your head once those facts come automatically. A student who knows 7 x 8 by heart can spend their attention on the algebra instead of the arithmetic. It also needs no special method, just repetition.

The cons: knowledge learned by rote is brittle. If you only know the words, any question worded differently makes you freeze, and facts that are not linked to anything you understand fade fast. Rereading your notes ten times is a weak form of rote learning. You recognize the page, you feel ready, but you cannot recall or explain it cold.

Rote learning vs meaningful learning: the psychologist David Ausubel contrasted the two in the 1960s. In meaningful learning you connect new information to what you already know, so you can rebuild an answer instead of reciting it. The two are not enemies. Most subjects need both, and rote works best as a last step, after you understand.

Rote learning vs meaningful learning

Rote learningMeaningful learning
GoalRepeat it exactlyUnderstand why it is true
MethodRepetition and drillsExplaining, examples, connecting ideas
Good forPlain facts: dates, vocabulary, formulasConcepts, problems and essays
Breaks whenThe question is worded differentlyRarely, because you can rebuild the answer

Example

Maria memorizes the quadratic formula by writing it out 20 times the night before her math test. She can recite it perfectly. Then the exam asks her to explain when to use it instead of factoring, and she is stuck, because she never learned what it is for.

How to use it

  1. 1

    Check first whether it is a plain fact or something you have to reason through.

  2. 2

    For anything with meaning, understand it first: say why it is true in your own words.

  3. 3

    Test yourself instead of rereading: cover the answer and recall it.

  4. 4

    Space your repetitions over several days instead of drilling once.

  5. 5

    Try the fact in a new question or example, so it works when the wording changes.

How StudyPDF does this

StudyPDF turns your own notes into flashcards and quizzes, which is the useful kind of repetition: you recall the answer instead of rereading. When you miss one, ask Bo. He explains from your material, cites the page, and gives you a hint before the answer. A free account is enough to start, no card.

Sources

  1. Dunlosky et al. (2013), Psychological Science in the Public Interest
  2. Roediger and Karpicke (2006), Psychological Science
  3. APA Dictionary of Psychology: rote learning

See also

  • Active recall
  • Elaboration
  • Mnemonic
  • Reading comprehension
  • Elaborative rehearsal
  • Photographic memory

Common questions

Is learning by rote good?

For a small set of plain facts, yes: times tables, the alphabet, key dates, vocabulary. Repetition gets them into your head fast. It is a poor choice for anything you must explain, apply or reason through, because knowing the words is not the same as understanding them.

What is another term for rote learning?

Common synonyms are rote memorization, learning by rote, memorizing by heart, mechanical learning and, in British English, learning parrot-fashion. Drill and practice is a close cousin. The opposite is meaningful learning, where you connect new ideas to what you already understand.

What is an example of rote learning?

Reciting the multiplication tables, learning the alphabet in order, memorizing the periodic table, or writing a vocabulary list out over and over. In each case you repeat the same words until they come automatically.

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