What Is Psychology’S “Magic Number”?

In his 1956 paper, “The Magical Number Seven, Plus or Minus Two: Some Limits on Our Capacity for Processing Information”, cognitive psychologist George A. Miller of Princeton University argued that our working memory, our ability to hold information in our minds for a few seconds, is limited to nine items. Miller discussed a coincidence between the limits of one-dimensional absolute judgment and the limits of short-term memory. In a one-dimensional absolute-judgment task, a person is able to remember seven +- two chunks of information.

Miller’s research led him to discover a Magic Number – Seven, which is the number of objects an average person can hold in working memory. Most participants in his experiments were able to remember seven +- two chunks of information. This number is important because it helps us understand the limitations of our capacity for processing information.

Miller’s famous article, “The Magical Number Seven, Plus or Minus Two: Some Limits on Our Capacity for Processing Information”, is one of the most highly cited articles in psychology. He proposed a model that explains the limitations of our short-term memory abilities, also known as Miller’s Law. The Magical Number Seven experiment purports that the number of objects an average human can hold in working memory is 7 ± 2, which is the largest channel capacity that has been measured for any unidimensional variable.

Countless psychological experiments have shown that, on average, the longest sequence a normal person can recall on the fly contains about seven items. According to psychological lore, when it comes to items of information the mind can cope with before confusion sets in.


📹 Miller’s magic number

Cognitive load theory that tells us that we humans can keep 7 – plus or minus two pieces of discreet information in our short terms …


What is the theory of magic number?

The magic numbers for atoms and nuclei are 2, 10, 18, 36, 54, and 86, respectively, corresponding to the total number of electrons in filled electron shells. For example, the chloride ion, argon atom, and potassium ion have 18 electrons in closed-shell configurations and are chemically stable. The number of electrons in neutral atoms constituting relatively unreactive noble gases corresponds to the atomic magic numbers.

Nuclei have magic numbers of 2, 8, 20, 28, 50, 82, and 126. Tin, with 50 protons in its nucleus, has 10 stable isotopes, while indium and antimony have only 2 stable isotopes each. The doubly magic alpha particle, or helium-4 nucleus, is very stable. Increased stability occurs in nuclei when there is a large energy gap between filled energy levels and empty levels, separating shells. These shells are not as clearly linked to the spatial structure of the nucleus as electron shells are to their orbits.

What is the magic number for humans?
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What is the magic number for humans?

Psychological experiments have shown that the average human can recall about seven items, which is the typical capacity of the brain’s working memory. This limit, known as the “magical number seven”, is a key aspect of our brain’s ability to quickly scrawl and erase information. Working memory, like a chalkboard, provides continuity between thoughts and facilitates quick calculations. It converts spoken words into digits for writing or answering questions.

Working memory is crucial for conversations, navigation, and workout videos. To test the capacity of working memory, a friend can create a list of ten words or numbers and recall the items. Most people max out at seven or fewer items.

What is the rule of 7 in psychology?
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What is the rule of 7 in psychology?

Miller’s Law, also known as the magic number, states that people can only hold seven plus or minus two items in their short-term memory at any one time. This number is crucial for memory recall and is associated with good luck in card games. The magic number of seven is the best for memory recall, and it is not just associated with good luck in a card game but also with our capacity to process information.

The foundational paper produced by Professor Miller, which is one of psychology’s most cited papers in history, explains that people can only hold seven plus or minus two items in their short-term memory at any one time. This information is crucial for business strategy development and leadership.

Why is 7 the magic number?

There are various theories about the concept of seven, including its prime number status, our daily lives being organized around a seven-day week, and its limit in information processing and memory. George Miller, a Princeton cognitive psychologist, developed this theory in 1956. Joshua Foer, in his book Moonwalking with Einstein, echoes Miller’s theory, stating that our ability to operate in the world is limited by the amount of information we can process at one time. Darien Bates also highlights the distinction between the two special numbers, 3 and 7, which are indivisible.

Why is 12 the magic number?
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Why is 12 the magic number?

Twelve is a significant number in religion, symbolizing perfection, entirety, or cosmic order. It is the natural number following 11 and preceding 13, and is a highly composite number, divisible by numbers from 1 to 4. It is the number of years required for an orbital period of Jupiter and is central to many systems of timekeeping, including the Western calendar and units of time of day. Twelve is the largest number with a single-syllable name in English.

Early Germanic numbers were non-decimal, with evidence including unusual phrasing of eleven and twelve, the use of “hundred” to refer to groups of 120, and glosses like “tentywise” or “ten-count” in medieval texts. These uses disappeared with the introduction of Arabic numerals during the 12th-century Renaissance.

What is the magic number 7 in psychology?

In his 1956 paper, “The Magical Number Seven, Plus or Minus Two: Some Limits on Our Capacity for Processing Information,” Miller put forth the proposition that the human cognitive apparatus is capable of processing a maximum of seven units of information, plus or minus.

Why is the number 7 so powerful?
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Why is the number 7 so powerful?

The Pythagoreans, in classical antiquity, believed that numbers had unique spiritual properties, particularly the number seven. This number, which is the natural number following 6 and preceding 8, is the only prime number preceding a cube. It has significant symbolic associations in religion, mythology, superstition, and philosophy. The seven classical planets resulted in seven being the number of days in a week. In Western culture, 7 is considered lucky, while in Vietnamese culture, it is sometimes considered unlucky.

In early Brahmi numerals, 7 was written as a curve with an uppercase ⟨J⟩ vertically inverted (ᒉ). The western Arab peoples contributed to making the longer line diagonal rather than straight, while the eastern Arab peoples developed the digit from a form similar to 6 to one resembling an uppercase V. Both modern Arab forms influenced the European form, which consisted of a two-stroke form with a horizontal upper stroke joined at its right to a stroke going down to the bottom left corner.

The Cham and Khmer digit for 7 also evolved to look like their digit 1, but in a different way. For the Khmer, this often involved adding a horizontal line to the top of the digit. This horizontal stroke is important to distinguish the glyph for seven from the glyph for one in writing.

What is the human magic number?
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What is the human magic number?

Psychological experiments have shown that the average human can recall about seven items, which is the typical capacity of the brain’s working memory. This limit, known as the “magical number seven”, is a key aspect of our brain’s ability to quickly scrawl and erase information. Working memory, like a chalkboard, provides continuity between thoughts and facilitates quick calculations. It converts spoken words into digits for writing or answering questions.

Working memory is crucial for conversations, navigation, and workout videos. To test the capacity of working memory, a friend can create a list of ten words or numbers and recall the items. Most people max out at seven or fewer items.

What is the magic number explanation?
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What is the magic number explanation?

In nuclear physics, a magic number is a number of nucleons arranged into complete shells within the atomic nucleus, making them more stable than other nuclei. The seven most widely recognized magic numbers as of 2019 are 2, 8, 20, 28, 50, 82, and 126. These numbers correspond to elements like helium, oxygen, calcium, nickel, tin, lead, and unbihexium, with 126 being only known for neutrons. Atomic nuclei with a magic number of nucleons have a higher average binding energy per nucleon, making them more stable against nuclear decay.

The unusual stability of isotopes with magic numbers allows transuranium elements to be created with extremely large nuclei without being subject to the rapid radioactive decay typically associated with high atomic numbers. Large isotopes with magic numbers exist in an island of stability, where theoretical calculations predict nuclei in this island are deformed.

Why is 9 called magic number?

The number 9 is of particular significance in mathematics, as it is the sum of the digits of all multiples of 9, a property that allows it to be referred to as a magic number.

What is the 80% rule in psychology?
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What is the 80% rule in psychology?

The 80-20 rule suggests that the majority of causes have the least impact, with a few having the most significant impact. The values of 80 percent and 20 percent are not exact, and could range from 70-30 to 95-5. Focusing on the big impact can save time and achieve more. For example, in a construction site or office, 20% of employees produce 80 percent of the work output, while the remaining majority produce only 20 percent.

In a company, approximately 20 percent of its products might be responsible for 80 percent of its sales. This rule highlights the importance of focusing on the most significant causes to achieve the most impact.


📹 The magical number 7, plus or minus 2

This one explains cognitive load starting with the phone company in the 1950s. George Miller and other psychologists explored …


What Is Psychology'S
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Pramod Shastri

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  • Great stuff, and viewed through a fascinating lens: ATT fires off Bell Labs quality basic psychological research – spawning Cognitive Load Theory, and more – in order to answer a profoundly practical question: How many digits in a phone number. Not convinced that chunking theory is ultimately the reason for the area code (first 3) and exchange (next 3) segments of a 10 digit phone number. Might have a lot to do with network topology and the (literal) mechanics of 20th century switching equipment.

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