Repetitive Learning Method: Definition and Examples

The repetitive learning method, also known as rote learning, is a memorization technique that relies on repetition. The core idea is that the more one repeats material, the faster the recall becomes. While sometimes criticized, it remains a valuable tool for mastering foundational knowledge and, when combined with other techniques, can significantly enhance learning outcomes. This article delves into the definition, examples, effectiveness, and modern adaptations of repetitive learning.

Defining Repetitive Learning

Repetitive learning, at its core, is a memorization technique based on repetition. The method operates on the principle that repeated exposure to material enhances recall speed and retention. Aristotle noted that repeating things makes them second nature. This type of learning plays an important role in complex sequence learning due to its effects on perceptive and cognitive development.

Rote Learning: A Closer Look

"Rote learning" involves memorizing information through repetition. Examples include learning the alphabet, numbers, multiplication tables, phonics in reading, the periodic table in chemistry, anatomy in medicine, cases or statutes in law, and basic formulae in any science.

Rote learning is sometimes disparaged with terms like "parrot fashion," "regurgitation," or "cramming" because it can give the impression of understanding without true comprehension. Some curricula discourage it, emphasizing deep understanding over mere recall of facts. For example, science and mathematics standards in the United States specifically emphasize the importance of deep understanding over the mere recall of facts, which is seen to be less important. The National Council of Teachers of Mathematics stated: "More than ever, mathematics must include the mastery of concepts instead of mere memorization and the following of procedures. More than ever, school mathematics must include an understanding of how to use technology to arrive meaningfully at solutions to problems instead of endless attention to increasingly outdated computational tedium."

However, advocates of traditional education criticize these standards, arguing they slight the learning of basic facts and elementary arithmetic, replacing content with process-based skills. In math and science, rote methods are often used to memorize formulas. Newer standards recommend that students derive formulas themselves to achieve the best understanding. Rote methods can be helpful for quickly memorizing a formula for an imminent test, and for committing an understood fact to memory. Those who disagree with the inquiry-based philosophy maintain that students must first develop computational skills before they can understand concepts of mathematics. In this view, time is better spent practicing skills rather than in investigations inventing alternatives, or justifying more than one correct answer or method. Learning abstract concepts of mathematics is perceived to depend on a solid base of knowledge of the tools of the subject.

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The Neuroscience of Repetition

Repeated review of previously learned material enhances connections in the brain and aids in the retention of content longer. One experience is insufficient for the brain to form and sustain a neuron connection. When you do something repeatedly, like play tennis, the neurons involved send out electrical signals called action potentials. As you repeat the action, myelin builds up around the network, strengthening the connection.

The Benefits of Repetition

The benefits of repetition extend beyond strengthening the brain. Consistent practice ensures that students absorb and retain information. As Dr. Weibell notes, practice leads to a natural tendency.

Spaced Repetition: An Enhanced Approach

Spaced repetition is a way to remember things by following a set schedule. After using spaced repetition progressively, the brain becomes accustomed to predetermined timings, allowing for better understanding and faster recall. Spaced repetition helps combat the forgetting curve. When you quiz yourself, you’re forcing the brain to remember what you read, and you’ll go over your answers to see if you remembered right.

Spaced repetition involves reviewing information at gradually increasing intervals. Instead of cramming, revisit concepts over a longer period. Use techniques such as active recall (quizzing instead of passive reading) and physical flashcards to retain information effectively. Initially, review information at shorter intervals, and as you master it, the review sessions move to longer intervals.

The Forgetting Curve and Spaced Repetition

Hermann Ebbinghaus studied memory in the 1880s, performing experiments on how long he could remember lists of nonsense words. Ebbinghaus is remembered primarily for the concept of the “forgetting curve,” which arose from that research. He found that learners will forget up to half of what they’ve just learned within one hour of completing training. After a week, they’re likely to have forgotten nearly everything! Researcher Benjamin C. Storm found that “it appears that thinking and remembering rely at least in part on a process that underlies forgetting” - and that’s partly because recalling salient information can only happen if recall of other, unimportant, information doesn’t “interfere.” Storm also found that “retrieval practice causes the retrieval-induced forgetting of non-practiced exemplars.” The brain focuses on remembering the material that is repeated or that the learner is asked to use - and forgets information that is not repeated.

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Making Learning Stick Through Repetition

To remember information over the long term, a learner must be exposed to that information multiple times and repeatedly practice recalling that information. Information encountered multiple times is more likely to be fixed into long-term memory. Information encountered only once is discounted as unimportant and never moves from short-term recall into long-term memory. Exposing learners to important training content multiple times improves their retention. It’s even better to ask learners to recall or use information in different ways. In different repetitions, a learner might be asked to define a term, retrieve it in a matching or fill-in-the-blank activity, or explain how they would use the concept in various work-related scenarios. This enhances long-term retention by helping the brain build connections between related bits of information. Researchers Diane Halpern and Milton Hakel call this type of “practice at retrieval” the “single most important variable in promoting long-term retention and transfer.”

The Effectiveness of Spaced Repetition

Multiple studies have found that repetition of content with breaks is a highly effective way to build retention. Learners who study in short sessions, with breaks of varying lengths, outperform those who study in a single long “massed learning” session. This is true whether the learners are exposed to new material or the spaced repetition reviews material they have learned more conventionally, in a lecture or eLearning course, for example. Tabibian et al. found that ability to remember a piece of information depends on three factors:

The number of times a learner reviews it
The “temporal distribution” or length of time the learner is exposed to repetitions
The amount of time that has elapsed since the last repetition

When information is new, repetitions should be closer together; as memory becomes stronger, the repetitions can be spaced farther apart. According to Make It Stick, each spaced-apart attempt to recall information reminds the brain that the information is important and renews the “consolidation process” of connecting that information with other information, making sense of it, and storing it in long-term memory. And the harder it is to recall the information - by spacing out learners’ efforts to remember it and by asking them to recall and use it in different ways - the stronger the learner’s retention becomes.

Microlearning and Spaced Repetition

Microlearning is generally mobile-friendly and available on demand, and each lesson is short. These characteristics increase the odds that learners will actually complete the repetitions. Many microlearning eLearning platforms can deliver content automatically, on a “drip delivery” or everboarding paradigm that conditions learners to spend a few minutes every day or several times per week learning. Those sessions provide ample opportunities for spaced repetition. And using an adaptive learning algorithm ensures that each learner gets the content they need most on the schedule that optimizes their recall practice - and maximizes long-term retention.

Spaced Repetition Software (SRS)

Many parents use spaced repetition software to help their children reinforce learning. These tools automatically determine the best timing for revision, adjusting intervals based on difficulty. SRS is particularly useful for subjects like language learning, math, and science, where students must remember vast amounts of material. Programs such as Anki and Quizlet use the Leitner system to determine when to show specific flashcards, making the learning process more structured. Unlike traditional rote memorization, where students repeat information mindlessly, SRS encourages active recall, a technique where learners actively test themselves rather than passively rereading.

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Rote Learning vs. Meaningful Learning

While rote learning and meaningful learning are both ways of learning, they are very different. Rote learning is the memorization of information based on repetition. Meaningful learning involves understanding how all the pieces of an entire concept fit together. The knowledge gained through meaningful learning applies to new learning situations. Two important goals of all types of learning include retention and transfer. “Retention” is the ability to remember the material at a later time. “Transfer” is the ability to use prior knowledge to solve new problems.

Common Misconceptions about Repetition

There are many misconceptions about effective learning and studying. One of these false beliefs is that repetition is the key to remembering; the more someone encounters material, the better the likelihood of retaining the information long-term. Simply encountering information or seeing objects several times doesn’t mean it is learned. Rereading and highlighting key terms/concepts are cognitively easy but not very efficient or effective for increasing retention of material. Instead, students should create a much healthier habit of studying using retrieval practice. Quizzing/testing/assessing one’s knowledge via answering recognition or recall questions, for example, is more difficult than simply rereading notes. Students should allow for opportunities during studying for desirable difficulties. By providing situations where they must apply their learning in an effortful manner, while still being able to complete the task (that’s the ‘desirable’ part), students are more efficiently and effectively studying. “Effortful retrieval makes for stronger learning and retention. It isn’t the repetition of studying that yields positive results. The cognitive effort exerted during that studying is what appears to matter.

Practical Techniques to Enhance Repetitive Learning

Active Recall: Instead of passively rereading, actively test yourself. This forces the brain to work harder and strengthens memory.
Flashcards: Use physical or digital flashcards to reinforce concepts. The Leitner system can be particularly effective.
Gamification: Turn study time into a game with question-and-answer sessions, practice quizzes, or writing key points on sticky notes.
Multisensory Techniques: Say answers aloud, draw visual representations, or act out information. Especially useful for younger children.
Structured Schedule: Set up a study schedule with regular intervals for review to prevent cramming and reinforce knowledge.
Self-Assessment: Encourage self-assessment by asking children to recall information without looking at the answers.

The SM-2 Algorithm

P.A. Wozniak is credited with inventing the most effective spaced repetition algorithm, called SuperMemo-2 (SM-2). He used it to learn 10,255 English words with a 92% success rate. Modern technology can step in to help with learning by repetition. Mobile learning leverages the features of smartphones to enhance learning by repetition. Apps are capable of remembering which answers a learner got right, making the process more efficient.

Repetition in the Context of Machine Learning

Rote learning is also used to describe a simple learning pattern used in machine learning, although it does not involve repetition, unlike the usual meaning of rote learning. The machine is programmed to keep a history of calculations and compare new input against its history of inputs and outputs, retrieving the stored output if present.

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