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Twin Studies (Nature)
Identical twins raised apart have very similar IQs, showing genetics strongly influences intelligence.
Twin Studies Example
The Minnesota Twin Study found identical twins raised separately still had nearly identical IQs.
Adoption Studies (Nurture)
Adopted children show effects of their early environment on intelligence.
Adoption Studies Example
Young adopted children’s IQs resemble their adoptive parents because of shared environment.
Early Environmental Influences
Nutrition, stimulation, and interaction affect brain development and intelligence.
Early Environmental Influences Example
Children raised with little stimulation often show delayed cognitive skills.
Schooling and Intelligence
More education leads to higher intelligence scores.
Schooling and Intelligence Example
Kids who stay in school longer tend to have higher IQs.
Fixed Mindset
The belief that intelligence is unchangeable.
Fixed Mindset Example
A student avoids hard work because they think being smart is fixed.
Growth Mindset
The belief that intelligence grows with effort.
Growth Mindset Example
A student studies more after a bad grade because they believe they can improve.
Gender Similarities and Differences
Males and females score similarly overall, with small differences in specific skills.
Gender Differences Example
Girls perform slightly higher on verbal tasks; boys slightly higher on spatial tasks.
Racial/Ethnic Similarities and Differences
Group IQ differences are mostly due to environment, not genetics.
Racial/Ethnic Differences Example
When groups get equal education, IQ score gaps shrink.
Creativity: Expertise
Deep knowledge in an area supports creativity.
Creativity: Expertise Example
Practicing dance for years helps me choreograph original routines.
Creativity: Imaginative Thinking
Seeing problems in new ways.
Creativity: Imaginative Thinking Example
I reinterpret choreography by imagining different emotional tones.
Creativity: Venturesome Personality
Being willing to take risks and try new things.
Creativity: Venturesome Example
I choose unique solo music even if it’s unusual.
Creativity: Intrinsic Motivation
Being motivated by genuine interest.
Creativity: Intrinsic Example
I choreograph for fun, not for grades or approval.
Creativity: Creative Environment
Surroundings that support inspiration and new ideas.
Creativity: Creative Environment Example
Working in my dance studio inspires new choreography.
Algorithm
A step-by-step method that guarantees a solution.
Algorithm Example
Using a formula in math to solve every time.
Heuristic
A mental shortcut for quick decisions; may be wrong.
Heuristic Example
Choosing the shorter line at the store because it looks faster.
Representative Heuristic
Judging likelihood by how much something matches a prototype.
Representative Heuristic Example
Assuming someone who likes books is more likely a librarian than a salesperson.
Availability Heuristic
Judging likelihood based on how easily examples come to mind.
Availability Heuristic Example
Thinking plane crashes are common because you see them in the news.
Fear Factor: We Fear What’s Vivid
We fear events that stand out in memory.
Fear Factor Example
I worry more about shark attacks because they’re dramatic online even though they’re rare.
Belief Perseverance
Holding onto beliefs even when evidence contradicts them.
Belief Perseverance Example
Still believing a study method works even after it fails.
Belief Bias
Logic is distorted by prior beliefs.
Belief Bias Example
I accept arguments I already agree with even if they’re weak.
Intelligence
The ability to learn, solve problems, and adapt.
Intelligence Example
Using study strategies to improve in school.
Factor Analysis
A statistical method that identifies clusters of related abilities.
Factor Analysis Example
Math skills like algebra and geometry cluster together.
Sternberg: Analytical Intelligence
Problem-solving and academic reasoning.
Analytical Example
Doing well on standardized tests.
Sternberg: Creative Intelligence
Ability to generate new ideas.
Creative Example
Choreographing original dance routines.
Sternberg: Practical Intelligence
Everyday problem-solving (“street smarts”).
Practical Example
Figuring out how to schedule homework around dance practice.
Intelligence Quotient (IQ)
A score comparing mental age to chronological age.
IQ Example
An IQ of 100 is average.
WAIS
An intelligence test for adults measuring verbal and performance skills.
WAIS Example
Adults take WAIS to measure memory and reasoning.
WISC
An intelligence test for children.
WISC Example
Kids take WISC to identify academic support needs.
IQ Test Reliability
The test yields consistent results.
Reliability Example
Your score stays similar each time you take it.
IQ Test Validity
The test measures what it claims to measure.
Validity Example
IQ predicts academic performance.
IQ Test Standardization
The test is given the same way to all people and compared to norms.
Standardization Example
Your score is compared to thousands of same-age test-takers.
Content Validity
How well a test measures the correct material.
Content Example
A driving test measures actual driving skills.
Predictive Validity
How well a test predicts future performance.
Predictive Example
SAT scores predict first-year college grades.
Cross-Sectional Study
Research comparing different age groups at one time.