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Intelligence quotient

A standardized score estimating human intelligence.

Intelligence quotient

An intelligence quotient (IQ) is a total score derived from a set of standardized tests or subtests designed to assess human intelligence. Originally, IQ was a quotient obtained by dividing a person's estimated mental age by their chronological age, multiplied by 100. For modern IQ tests, the raw score is transformed to a normal distribution with a mean of 100 and a standard deviation of 15, resulting in about two-thirds of the population scoring between 85 and 115, and roughly two percent each above 130 and below 70. IQ scores are estimates of intelligence, not concrete measures like distance or mass, due to the abstract nature of the concept. They have been associated with factors such as nutrition, parental socioeconomic status, morbidity and mortality, and perinatal environment. While the heritability of IQ has been studied for nearly a century, debate continues over the significance of heritability estimates and inheritance mechanisms. IQ scores are used for educational placement, assessing intellectual ability, and evaluating job applicants, and in research as predictors of job performance and income. The Flynn effect describes the rise of raw scores on IQ tests at an average rate of three points per decade since the early 20th century. Historically, many proponents of IQ testing were eugenicists who used pseudoscience to promote racial hierarchy, segregation, and oppose immigration—ideas rejected by mainstream science, though fringe figures persist. The first standardized test was attempted by Francis Galton, who hypothesized correlations between intelligence and physical traits but failed to show them. Alfred Binet and Théodore Simon succeeded in 1905 with a test focusing on verbal abilities to identify mental retardation in schoolchildren, revealing a child's mental age. Lewis Terman revised this into the Stanford–Binet scale, which became the most popular U.S. test for decades. The abbreviation "IQ" was coined by psychologist William Stern. Charles Spearman made the first formal factor analysis of test correlations, proposing a general mental ability underlying all mental performance.

field
Psychometrics
known_for
Standardized measure of intelligence
first_standardized_test_creator
Francis Galton
first_successful_test_creators
Alfred Binet and Théodore Simon
coined_by
William Stern

Lore & Background

An intelligence quotient (IQ) is a total score derived from a set of standardized tests or subtests designed to assess human intelligence. Originally, IQ was calculated by dividing a person's estimated mental age—obtained from an intelligence test—by their chronological age, then multiplying by 100. Modern IQ tests instead transform raw scores to a normal distribution with a mean of 100 and a standard deviation of 15, meaning about two-thirds of the population scores between 85 and 115, and roughly 2 percent score above 130 or below 70. Scores are estimates of intelligence, not concrete measures like distance or mass, due to the abstract nature of the concept. IQ scores correlate with factors such as nutrition, parental socioeconomic status, morbidity, mortality, and perinatal environment. Although heritability of IQ has been studied for nearly a century, debate continues over the significance of heritability estimates and inheritance mechanisms. IQ tests are used for educational placement, intellectual assessment, and job applicant evaluation, and in research as predictors of job performance and income. Raw scores have risen an average of three points per decade since the early 1900s, known as the Flynn effect. Historically, IQ testing was misused by eugenicists to promote racial hierarchy and justify segregation, but such ideas are rejected by mainstream science. The first standardized test was attempted by Francis Galton, who hypothesized correlations with physical traits like reflexes and head size but found none. Alfred Binet and Théodore Simon succeeded in 1905 with a verbal-focused test to identify intellectual disability in children, revealing mental age. The abbreviation "IQ" was coined by William Stern. Charles Spearman’s factor analysis of test correlations led to the concept of a general mental ability, or g, underlying all mental performance.

Reader's Guide

The concept of IQ has had significant impact on education, military selection, and employment. During World War I, the U.S. Army used mental tests developed by Robert Yerkes, Terman, and Goddard to evaluate and assign recruits, leading to the first mass-produced written tests of intelligence. These tests generated controversy and public debate, and their results are considered dubious and controversial, having rested on contested assumptions about heritability and innate intelligence. Historically, many proponents of IQ testing have been eugenicists who used pseudoscience to push ideas of racial hierarchy, but such ideas have been rejected by a strong consensus of mainstream science. The heritability of IQ has been studied for nearly a century, with ongoing debate over the significance of heritability estimates and mechanisms of inheritance. The Flynn effect shows that raw scores on IQ tests have been rising at an average rate of three IQ points per decade since the early 20th century.

Did You Know?

Frequently Asked Questions

What is an Intelligence Quotient?

An IQ is a numerical score that estimates a person's cognitive abilities based on their performance on a set of standardized tests. It was originally calculated by dividing a person's mental age by their chronological age and multiplying by 100, though modern versions use a different statistical transformation.

Who developed the first successful IQ test?

Alfred Binet and Théodore Simon created the first widely recognized intelligence test in the early 1900s. Before their work, Francis Galton had pioneered the broader idea of quantifying mental ability through standardized measurement.

Who coined the term 'intelligence quotient'?

The German psychologist William Stern introduced the phrase in the early 20th century when he formalized the ratio of mental age to chronological age. His formulation became the foundation for how IQ is discussed in psychometrics to this day.

Is IQ a perfect measure of intelligence?

No—IQ scores are statistical estimates rather than definitive readings of a person's full cognitive capacity. External factors such as nutrition, socioeconomic background, and familiarity with the test format can all shift the final number.

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