science

Paper with delayed recognition

Paper with delayed recognition is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Paper with delayed recognition rather than just read about it. In short: A paper with delayed recognition (or a "sleeping beauty") is a publication that received very little attention (receiving few citations) shortly after publication, but later receives a dramatic increase in citations. For example, an 1884 article by Charles Sanders Peirce was rarely cited until about the year 2000, but has since garnered many citations.

Key takeaways

Paper with delayed recognition belongs to science; place it in that map before memorising details.
Learn the definition first, then one example that makes the definition concrete.
Connect Paper with delayed recognition to a quantity you can measure, compute or draw — that is where exam questions come from.
Reproduce the core statement of Paper with delayed recognition from memory before moving on to harder problems.

Reference excerpt

A paper with delayed recognition (or a "sleeping beauty") is a publication that received very little attention (receiving few citations) shortly after publication, but later receives a dramatic increase in citations. For example, an 1884 article by Charles Sanders Peirce was rarely cited until about the year 2000, but has since garnered many citations. The phenomenon has been studied in bibliometrics and scientometrics. A 2015 study published in the Proceedings of the National Academy of Sciences concluded, after looking at over 22 million scientific papers of the prior 100 years, that "sleeping beauties are common", and seen even in the works of the most famous scientists. In particular, that a paper on an aspect of quantum mechanics that was published in 1935 by Albert Einstein, Boris Podolsky and Nathan Rosen, did not receive widespread attention until 1994. In the top 15 such papers in science, identified in the study, the delay for recognition was often 50 to 100 years.

Sleeping Beauties Studies Since van Raan's 2004 paper, the Sleeping Beauties metaphor developed into more focused research area with investigations and comparative analyses of Sleeping Beauties in specific areas. The paper highlighted (1) depth of sleep, (2) length of the sleep and (3) awake intensity. A 'Sleeping Beauty' paper, asleep for an extended duration is awakened by a 'Prince'. The depth of sleep may be deep (very long) or light. In 2020, Moodley, Hernández Serrano, Dijck and Dumontier investigated the presence and features of sleeping beauties in case law from the Court of Justice of the European Union. Preliminary findings indicate that the B-coefficient could be a potential candidate for an additional measure of case relevance in the legal sphere. A recent investigation of Sleeping Beauties in Innovation Studies found only 8 Sleeping Beauties out of 52,373 relevant papers obtained via the Web of Science. This study found that "highly influential authors and self-awakening mechanisms were critical triggers for bringing SBs into scientific notoriety". Sleeping Beauties are found to be rather rare in Psychology. A recent study by Yuh-Shan Ho and James Hartley found only three sleeping beauties in 303,255 relevant psychology papers. Jian Du and Yishan Wu find that. Du and Wu suggest that Sleeping Beauties "may need one or more Princes and even "retinues” to be “awakened.” Recent findings by van Raan and Winnink, indicate that technological innovations are reducing the length of sleep period, especially as associated with patenting activities. More so when waking is performed by a ‘technological prince'. A similar result was found in analyzing publications in medical research

References

Worked examples

Example 1 — a first encounter with Paper with delayed recognition

Start with the simplest possible case. Write down what Paper with delayed recognition claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Paper with delayed recognition before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Paper with delayed recognition ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Paper with delayed recognition

In research: Paper with delayed recognition appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry: Engineering practice reuses Paper with delayed recognition in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom: Paper with delayed recognition is common in secondary-school and first-year university syllabi. It links to neighbouring topics Information science, so understanding it makes those chapters shorter.
In everyday life: Look for Paper with delayed recognition outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Paper with delayed recognition in 20 minutes

Read the reference excerpt below once, without taking notes.
Close the page and write down what Paper with delayed recognition means in your own words.
Compare your version with the excerpt and mark what you missed.
Work through the three examples above with pen and paper.
Explain Paper with delayed recognition out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Paper with delayed recognition in simple terms?

Why does Paper with delayed recognition matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Paper with delayed recognition?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Paper with delayed recognition.