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Intelligence quotient

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An intelligence quotient, or IQ, is a numerical score derived from standardized tests. These tests use various subtests to assess human intelligence. While we often think of intelligence as a single thing, it is actually an abstract concept. Because it is abstract, we cannot measure it like we measure mass or distance. Instead, an IQ score serves as an estimate of mental ability.

IQ distribution
IQ distribution

Researchers use these scores to study populations and predict things like job performance or income. They also help with educational placement for students.

Modern IQ scoring follows a specific mathematical pattern called a normal distribution. In this system, the mean, or average, is set at 100. The standard deviation, which measures how scores spread out, is 15. This structure means most people score near the middle. Specifically, about two-thirds of the population scores between 85 and 115. The extremes are much rarer. Only about 2 percent of people score above 130, and another 2 percent score below 70.

IQ distribution
IQ distribution

The history of these tests began with early attempts to classify human behavior. In 1882, Francis Galton set up the first mental testing center. He was a pioneer of psychometrics, which is the use of statistical methods to study human traits. Galton believed intelligence was largely a product of heredity. He tried to find correlations between intelligence and physical traits like head size or muscle grip. However, he could not prove these links and eventually abandoned his research.

In 1905, Alfred Binet and Théodore Simon developed a more successful method. They created the Binet–Simon Intelligence test to focus on verbal abilities. Their goal was to identify children who needed extra help in school. They wanted to distinguish these children from those who were actually sick. The test could reveal a child's mental age. For example, a six-year-old who performed tasks typical of a six-year-old had a mental age of 6.0.

Alfred Binet
Alfred Binet

Later, Lewis Terman revised this into the Stanford–Binet scale in 1916. The term "IQ" itself was coined by William Stern in 1912.

Psychologists have debated what exactly these tests are measuring. In 1904, Charles Spearman proposed the idea of a "g factor." This stands for a general intelligence factor. Spearman noticed that children's grades in different subjects were often related. He reasoned that an underlying general mental ability influenced all mental tests. He called this "g" and labeled specific task abilities as "s."

Raven Matrix
Raven Matrix

Other researchers, like L.L. Thurstone, argued for a different model. He suggested intelligence included seven different factors, such as verbal comprehension and spatial visualization.

IQ testing saw massive expansion during World War I. The United States Army needed to assign recruits to specific tasks. Robert Yerkes worked with other psychologists to develop these tests. A total of 1.75 million men were tested during this time. This was the first time intelligence tests were mass-produced. The results helped screen men for officer training. In some camps, no man scoring below a "C" could become an officer. However, these tests were controversial. Many believed they tested familiarity with American culture rather than actual intelligence.

We must also acknowledge the dark history involving the eugenics movement. Eugenics is the belief in improving human genetics by excluding certain groups. This movement was rooted in the ideas of Francis Galton. Some psychologists, like Henry Goddard, used IQ tests to support eugenicist goals. Goddard used the term "feeble-minded" for low scorers. He argued that this was caused by heredity. This led to the promotion of forced sterilization laws. In the United States, these laws resulted in over 60,000 people being sterilized.

Alfred Binet
Alfred Binet

Mainstream science has since rejected these racist and pseudoscientific ideas.

Today, we understand that many factors influence IQ scores. These include nutrition, parental socioeconomic status, and the perinatal environment. We also see a phenomenon called the Flynn effect. This describes how raw IQ scores have risen by about three points per decade since the early 20th century. Modern tests, like the Wechsler scale, attempt to be more comprehensive. The Wechsler test became popular because it includes both verbal and nonverbal abilities.

Raven Matrix
Raven Matrix

This allows for a broader view of human intelligence than older models.

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File:Raven Matrix.svg
Raven Matrix.svg
File:Alfred Binet.jpg
Alfred Binet.jpg
File:Raymond Cattell.jpg
Raymond Cattell.jpg
File:IQ distribution.svg
IQ distribution.svg
File:Stephen Hawking.StarChild.jpg
Stephen Hawking.StarChild.jpg
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