What is Intelligence Quotient (IQ)?

by Stephen M. Walker II, Co-Founder / CEO

What is Intelligence Quotient (IQ)?

Intelligence Quotient (IQ) is a numerical measure of a person's cognitive abilities in relation to their age group. It is derived from one of several standardized tests designed to assess human intelligence. The term "IQ" was coined by the German psychologist William Stern in 1912 as a proposed method of scoring early intelligence tests in children. An individual's IQ score is calculated by dividing the individual's mental age (as measured by an intelligence test) by their chronological age and then multiplying that quotient by 100.

What is the history of Intelligence Quotient (IQ)?

The concept of IQ was first developed by the French psychologist Alfred Binet in the early 20th century. Binet was commissioned by the French government to develop a method to identify students who needed special help in school. He and his colleague Theodore Simon developed the Binet-Simon test, which focused on verbal abilities and served as the basis for the IQ measurement.

Later, German psychologist William Stern coined the term "Intelligence Quotient" (IQ) for the scoring method of intelligence tests at University of Breslau he advocated in a 1912 book. During World War I, the U.S. army adopted the use of IQ testing, and the subsequent popularity of such tests in the U.S. helped spread the use of IQ tests elsewhere.

Today, IQ tests are used for a variety of purposes, including educational placement, assessment of intellectual disability, and evaluating job applicants.

How is IQ measured?

IQ is measured through a variety of tests, but most include components related to arithmetic, comprehension, vocabulary, and spatial analysis. The score is calculated based on the individual's performance in these areas. Most modern IQ tests score an individual by comparing their test performance with the performance of others in the same age group.

While there are a wide variety of IQ tests with different scoring methods, most IQ scores are calculated in a similar way. The raw score is calculated based on the individual's correct answers and errors. This raw score is then converted into a scaled score that takes into account the individual's age, resulting in the final IQ score.

What is the highest IQ?

The question "What is the highest IQ?" does not have a definite answer, as IQ (Intelligence Quotient) scores are standardized to have a mean of 100 and a standard deviation of 15, so that approximately two-thirds of the population will fall within one standard deviation above or below this mean.

However, some exceptional individuals with very high IQs have been documented in history, such as William James Sidis (reportedly having an IQ of around 250-300) and Terence Tao (a mathematician known for his remarkable problem-solving abilities). It is important to note that while IQ can be a useful measure of cognitive aptitude in certain contexts, it does not capture the full spectrum of human intelligence or other important qualities such as creativity, emotional intelligence, or moral reasoning.

What are the criticisms of IQ tests?

While IQ tests are widely used, they have also been criticized for a variety of reasons. Some of the main criticisms include:

  1. Cultural Bias — Critics argue that IQ tests are biased towards the environments and cultures in which they were developed. This means that individuals from different cultures may not have an equal opportunity to perform well on the test.

  2. Limited Scope — IQ tests only measure a specific set of cognitive abilities and do not account for other forms of intelligence, such as emotional intelligence or creative abilities.

  3. Influence of External Factors — Factors such as socio-economic status, education, and mental and physical health can influence IQ scores, making it difficult to isolate and measure innate intelligence.

  4. Stability of IQ Scores Over Time — While IQ scores are generally stable over time, they can change. Significant life events, changes in environment, and the natural process of aging can all influence an individual's IQ score.

Despite these criticisms, IQ tests are still widely used in many areas, including education, employment, and psychological research.

What are the alternatives to IQ tests?

There are several alternatives to IQ tests that aim to measure different types of intelligence and cognitive abilities. Some of these include:

  1. Emotional Intelligence Tests — These tests measure an individual's ability to identify, use, understand, and manage emotions.

  2. Creativity Tests — These tests measure an individual's ability to think outside the box and come up with unique solutions to problems.

  3. Multiple Intelligences Tests — Based on Howard Gardner's theory of multiple intelligences, these tests measure different types of intelligence, including linguistic, logical-mathematical, musical, bodily-kinesthetic, spatial, interpersonal, intrapersonal, and naturalistic intelligence.

  4. Learning Styles Tests — These tests identify an individual's preferred method of learning, such as visual, auditory, or kinesthetic learning.

These alternatives aim to provide a more comprehensive understanding of an individual's abilities and potential.

More terms

What is Precision-Recall curve (PR AUC)?

The Precision-Recall (PR) curve is a graphical representation of a classifier's performance, plotted with Precision (Positive Predictive Value) on the y-axis and Recall (True Positive Rate or Sensitivity) on the x-axis. Precision is defined as the ratio of true positives (TP) to the sum of true positives and false positives (FP), while Recall is the ratio of true positives to the sum of true positives and false negatives (FN).

Read more

What is Nvidia A100?

The Nvidia A100 is a graphics processing unit (GPU) designed by Nvidia. It is part of the Ampere architecture and is designed for data centers and high-performance computing.

Read more

It's time to build

Collaborate with your team on reliable Generative AI features.
Want expert guidance? Book a 1:1 onboarding session from your dashboard.

Start for free