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can intelligence be specifically defined?
no intelligence cannot be specifically defined
this is because people show different KINDS of smarts.
intelligence is not solely based on one thing
does how well you do in school define problem-solving in all settings?
No, school success doesn't always reflect real-world problem solving
Is the judgement of intelligence biased?
Yes it is often biased by confidence and social skills
Galton's Idea of intelligence
Intelligence = strong sensory abilities
people with better vision, hearing, touch → learn more about the world
what was the issue with Galton's idea of intelligence
Sensory abilities didn't correlate with each other
e.g. great eyesight does not = great hearing
sensory scores also did now predict school grades
Binet's idea of intelligence
Intelligence = complex thinking (memory, attention, reasoning)
this was to help identify studens needing extra educational support
to test this there were 30 tasks in increasion difficulty
mental age score
a child's score is compared to the average of their age
Mental age less than chronological age → may need additional support
Mental age greater than chronological age → advanced abilities
the stanford-binet (U.S. version)
introduced the IQ formula → IQ = (Mental Age/Chronological age) x 100
why did the Stanford-Binet test not work?
the original formula did not work for adults
Deviation IQ
A score compared to the average for your age group
Average IQ = 100
e.g. 115 = above average
Wechsler Adult Intelligence Scale (WAIS) measures..
Measures full scale IQ (overall ability)
What does Full Scale IQ consist of?
General Ability Index
Cognitive Profieciency Index
What does General Ability Index measure?
Measures:
Verbal Comprohension & Perceptual Reasoning
reasioning & understanding without focusing on speed/time constraints or working memory
CORE REASONING ABILITY
What does Cognitive Proficiency Index measure?
Measures:
Working memory & Processing speed
reflects mental efficiency → how quickly and accurately you can think (e.g. paper and pencil tasks)
Examples of GAI tests
Verbal Comprehension index
similarities, vocabulary, information
Perceptual reasoning index
block design, matrix reasoning, visual puzzles
Examples of CPI tests
Working memory index
digit span, arithmetic
Perceptual speed index
symbol search, coding
Raven's Progressive Matrices
created to eliminate the biases with Tradition IQ tests
uses pictures instead of words → minimizes the language and cultural demands
was made to be more accesible across cultures, social classes, and education levels
What does the Raven's Progessive Matrices measure?
ability to detect patterns in shapes & designs
e.g. choose the piece that completes the matric
taps into fluid reasoning → problem solving is independent of prior knowledge
What did traditional IQ tests favour?
Native english speakers
people familiar w/ western culture
IQ tests in WWI
Military intelligence tests
used to identify who should become officers vs. non-officers
was a way to make selection more “objective" and efficient
Post War IQ tests
IQ tests were implemented into schools
used to sort students into:
Academic paths (university bound) → high scores
Vocational tracks (skilled trades/workforce) → lower scores
What was the issue with the IQ testing in the past?
the tests were treated as fully objective and unbiased
however the approach just reinforced the existing inequalities
this set the stage for serious misuse(s) of intelligence testing
Eugenics Movement
People took Darwins theory of evolution and applied it to IQ (Social Darwinism)
This caused the movement to “improve" society through controlling reproduction
Darwin's cousion argued that success ran in families due to heredity
this ignored social factors (e.g. wealth, privilege, access to education, etc.)
What did the Eugenics movement cause?
This causes early IQ tests to be used to justify the eugenics policies and claims of racial superiority
this led to harmful practices
e.g. forced sterilizatio
How did colonialism shaped testing?
Intelligence testing developed alongside Western colonial expansio & evolutionary theory
these ideas were misused to claim Western (especially White) superiority
This caused Non-Western & racialied groups to be judged against biased standards
How did IQ tests reinforced inequality
Earlier tests favoured White, Western, English-Speaking populations
This resulted in lower scores from Indigenous, Black & other marginalized groups were misinterpreted as “racial deficiency"
The IQ results were used to justify segregation & restrictive social
What real-world harm was caused by Eugenics?
Eugenic laws led to forced sterilizations in 30 U.S.S states & 2 Canadian provinces
This disproportionately targeted Indigenous Peoples, Black communities, new immigrants & poor families
Sterilizations made woman unable to have children
Why is the Eugenics topic complicated?
The early IQ tests showed consistent score differences across racial groups
These findings were often used to support Eugenics, discrimination & racist policies
Racial categories are not biologically distinct, making group comparisons scientifically problematic
What did the Eugenics data sow?
IQ gaps appeared even on more “ cultured-reduced" tests
however the scores do NOT reflect genetic differences in intelligence
no racial group is genetically “superior"
IQ tests reflect language, culture, opportunity, education, & systemic inequities
What is the modern debate with IQ tests?
The Bell Curve reignited controversy by claiming IQ predicts life outcomes & social class
Critics Argue:
The methods were flawed
The conclusions ignored structual inequalities
Meritocracy is impossible when systems advantage some groups over others
What are the problems with Racial Superiority Interpretation?
Cultural bias in testing
Testing process bias
Stereotype threat
Environmental inequities
Beliefs about intelligence
Cultural bias in testing
Early & modern IQ tests often reflect Western language & cultural norms
Even “cultured-reduced" tests don't eliminate group score differences
Testing process bias
Test performance affected by:
Familiarity w/ testing
Comfort w/ testing environment
Motivation & rapport w/ examiner
Stereotype threat
Awareness of negative stereotypes can lower performance
Increases anxiety + shifts attention away from the task
Environmental inequalities
Group differences often reflect unequal life conditions, not genetics:
Poverty, stress, underfund school, etc.
Limited healthcare access
Exposure to toxins (e.g. lead)
Poor nutrition & chronic illness
Beliefs about intelligence
Experiences w/ discrimination or academic struggle can create a belief that intelligence is fixed
These beliefs reduce motivation to improve but research shows intelligence can grow w/ the right supports
Entity Theory
Intelligence is fixed; you wither have it, or you don't
Incremental theory
Intelligence can grow w/ effort, strategies & practice
Fixed mindset
→ avoids challenges, gives up after setbacks
Growth mindset
→ persists, learns from mistakes, builds resilience
Why do mindsets matter?
Students and peoples beliefs strongly shape motivation, performance & confidence
What do Savant abilities show us?
Savants (people who have exceptional aptitude in one particular field, but suffer from different diabilities) may have severe limitations in some areas and extraordinary abilities in others
challenges the idea that intelligence is one single “general ability"
this raises key questions: is intelligence one thing or many, how do abilities relate across domains, what does it really mean to be “smart"
general ability (g)
a broad mental strength that supports learning, reasoning, and problem-solving across domains
other words: overall ability to learn, reason, and solve problems
higher g = more efficient brain processing
why is g important?
School performance
Quick thinking & self-control
Health
Job Success
Income
Lifespan
What does g show?
People who do well on one type of mental taks often do well on others
it relates to real-world outcomes like school and job performance
What limits do g have?
Correlation does not = causation
other factors also matter
g shows PATTERNS, not how intelligence actually works
a single score can't explain uneven abilities
e.g. savants
What does g show us?
People can be strong in one area and weak in another
intelligence may have many forms, not just one number
Intelligence has 2 parts
g - general ability
s - specific skills for particular tasks
Thurstone's view of intelligence
That intelligence is made of several separate abilities, not one big factor
this identified 7 key abilities
e.g. verbal, numerical, spatial, memory
Three levels of Intelligence
Specific abilities
Middle-level abilities
General Intelligence
Specific Abilities
Skills for particular tasks
Middle-level abilities
clusters like verbal, spatial, memory
General intelligence
broad overall ability
Hierarchical Model of Intelligence
Combines spearman's g and Thurstone's multiple abilities
explains why people can have:
A strong general ability and unique strengths and weaknesses on specific tasks
two types of g
Fluid intelligence
Crystallized intelligence
Fluid intelligence
One's ability to figure things out
the blending on multiple cognitive abilities
e.g. switching & sustaining attention, etc.
solving new problems, reasoning, pattern recognition, etc.
Crystallized intelligence
One's ability to know things
e.g. vocabulary, facts, general knowledge
Build from experience
Stays stable longer into adulthood
How do fluid intelligence and crystallized intelligence relate
Fluid intelligence may help build crystallized intelligence over time
Learning → knowledge
Hard to measure fluid intelligence w/o tapping some prior knowledge (crystallized intelligence)
Both rely on different brain systems
why does the fluid and crystallized intelligene relationship matter?
shows intelligence is not just one thing
helps explain age related changes
leads to better, more precise cognitive testing
why was the g model challenged?
not everyone fits a single “general intelligence” model
savant abilities, brain injuries, & everyday talen differences show unever strengths
gardener argued intelligence is not one ability, but many
The 9 independent intelligences
Linguistic
Logical-mathematical
Spatial
Bodily-kinesthetic
musical
interpersonal
intrapersonal
naturalistic
existential
can fluid intelligence compensate for low crystallized intelligence?
sometimes it can!
fluid intelligence = reasoning, problim-solving, identifying patterns
strong fuild intelligence can help figure things out on the spot
only useful when tasks are new, abstract, or don't require prior knowledge
BUT NOT ALWAYS
it cannot account for vocabulary, facts, and learned knowledge
it cannot replace it when tasks rely on:
backqround knowledge, reading comprehension, and subject-subject information
what character from a show, shows high fluid intelligence
Frank Gallagher from shamless
he lacks responsibility, stability, & long-term planning
however consistently demonstrated strong fluid intelligence in solving novel problems, thinking on his feet, and adapting quickly in unprdictable situations
what did frank gallagher's high fluid intelligence show?
Quick, creative problem-solving
pattern recognition in social systems
rapid adaptation to new environments
cognitive agility in persuasion & manipulation
what is CTE?
It is a progressive, degenerative brain disease caused by repeated head impacts and concussions
where is CTE a big problem?
In high impact sports
The NHL, NFL, Boxing, etc.
What is CTE linked to?
CTE is linked to memory loss, mood problems, dementia and suicidality
why are cognitive tests important in high impact sports?
To make sure they have a baseline before CTE happens.
They take a test before which gives a baseline on how they cognitively performed before CTE occured.
A test is taken especially when a player gets a head injury, which helps determine when it's safe to return to play
They take these tests annually
why are females more susceptible to concussions?
Neck Strength: On average, females have less neck strangth/stability → more accerleration on impact
Hormonal factors: Estrogen may influence brain vulnerability
Reporting differences: Females tend to report symptoms more consistently
Biomechanics: Differences in head mass and neck-body ratio
is there a difference in intelligence between men and women?
No, males and females have the same average IQ
Early studies that show difference were likely due to test bias.
What kinds of test biases were there?
Males tests showed greater score variability
There were more males at both very low and very high IQ levels
But really it does not mean males are innately more intelligent
What are the cognitive differences of men and women?
FEMALES tend to perform better on:
Verbal tasks
Some memory tasks
Reading basic emotions
MALES tend to perform better on:
Visuopatial tasks (e.g. mental rotation, aiming)
depth perception
What other influences cause the differences between both genders?
stereotypes discouraging girls from math/science
biased expectations from parents and teachers
structual barriers in education and workplace environments
Why is intellectual disability more common in males?
Genetics
Development vulnerability
Epidemiological patterns
Genetics
Males inherit X linked conditions
many causes of IDD are linked to the X chromosome
Males only have X, which means they are more vulnerable to harmful mutations
e.g. Fragile X syndrome
Developmental vulnerability
Male infants show higher risk for:
Prenatal complications
Birth injuries
Certain metabolic disorders
Epidemiological patterns
Studies consistently find more males than females diagnosed (about 1.3-1.5 to 1)
Sex difference increases with more severe forms of IDD
what shapes intelligence?
Biology (Nature) - brain structure, genetics, neural efficiency
Environment (Nuture) - Education, nutrition, stress, social support
Behaviour - study habits, sleep, practice, mindset
what did Einsteins brain show?
Extra folds in frontal and parietal lobes
Higher glial-to-neuron ratios
Greater surface area in areas linked to math & abstract thinking
Is intellgence fixed? If not how can it change?
Intelligence isn't fixed
Cognitive abilities can improve through:
Practice & effort
Enriched environments
Effective learning strategies
Growth mindset
Why do we study families in relation to intelligence?
Helps reveal how much genes vs. environment influence intelligence
Twin adoption studies provide the strongest evidence
What did they find when they studied intelligence in relation to families/twins/genetics
More genetice similarity = more similar IQ scores
Siblings < Fraternal Twins < Identical twins
Identical twins raised together have high IQ correlation than those raised apart
what does this show about genetics and intelligence?
Genetics play a major role in intelligence
BUT environment still matters
Genes set potentials
Experiences shape outcomes
what is the percentage of heritability of intelligence?
40-80%
genes DO NOT determine 40-80% of someone's intelligence
Heritability of intelligence in wealthy, stable environments
It is higher (~72%)
Fewer environmental differences
genes explain more variation
Heritibility of intelligence in poverty or unstable environments
It is lower (~10%)
Many environmental factors shape intelligence
why does environment matter?
noise, stress, nutrition, schooling, & community resources all influence development
different environment activate genes in different ways (genes x environment interation)
Genes matter but so do opportunities, resources, & lived experiences
what is behavioural genomics?
A field that studies how specific genes interact w/ the environment to shape behaviour
helps iddentify genes and brain systems linked to learning, memory & problem-solving
Knockout studies
removing a gene to see it's effect
some KO mice showed impaired learning
Transgenic studies
inserting a gene to boost cognitive function
e.g. doogie mice w/ enhance NMDA receptors learn faster & remember better
does a bigger brain mean higher IQ?
No, it's a common assumption but it is not fully supported
What brain features matter more than size?
Folds (gyri) → more surface area & connectivity
White matter connections → faster, more efficient communication
Strong networks between frontal & parietal lobes
What does IQ really measure?
It measures many processes
how do genes and environment affect intelligence?
genes only affect it when the env't allows them to
Brain regions linked to intelligence are highly responsive to experienc
e.g. Enriched environments = faster learning & stronger brain development
therefore.. Stimulating, supporting environments promote cognitive growth
Deprived environments can limit brain development & learning
what does research show about birth order in relation to intelligence?
Large studies find that first-born children score ~3 IQ points higher than second-born
additionally ~4 points higher than third-born
though these differences are small and not absolute
why might first-born children have slightly higher IQ scores?
First borns are able to receive more:
One-on-one parent interaction early in life
parents are motivated or attentive
Afterwads older siblings will tend to teach the younger siblings, which only deepens their learning too
Socioeconmic Status (SES)
a measure of an individuals or family's relative position in society based on a combination of income, educational attainment, and occupational prestige.
Why does SES matter?
Intelligence (IQ scores) strongly correlate w/ socioeconomic status
Higher SES = more opportunities
Lower SES = less opportunities
High SES Homes
These offer more enrichment
books, technology, educational outings
supportive parenting, less punitiv discipline
Low SES homes
these often face barriers
limitied resources, higher stress, less access to educational opportunities.