1Imagery in False Memories
-False memories can be implanted and are easier to do so if the memory is plausible
-Easier to add to a memory than create an entirely new one
-Motivation of the false event with imagery is especially effective in forming false memories in people:
e.g creation of altered balloon image with cutout of participants from actaul childhood image using guided imagery to motivate the false memory
2Intrusion error
Intrusion of other knowledge into the remembered event; relevant to schemata
schemata causing intrusion error example - remembering things in the office that were not actually there but are typical of an office <- schemata in action
3DRM (Deese-Roediger-McDermott) procedure
Shown a list of sleep-related words; participants recall the word "sleep" even though not in the list because of schematic knowledge.
4Schema
Your knowledge of what is normal or expected in a situation
subterms:
script - referring more to normal behaviors in a certain situation
5Role Schema
How we assume how an individual in a certain role will behave (e.g. your boss at work to be strict)
6Event Schema
A set of behaviors that feel like routine ("script") in a certain situation
7Person Schema
How we assume how someone we are familiar with would think/feel, behave (varies by person; there is a person schema for each person we know in our mind)
8Jean Piaget's Schema idea
-Children learn about the world by developing schema
-Assimilate into existing schema -> e.g. four legged animal is a dog
-Accomodate schema to modify what it represents -> see a cat but schema says it's a dog, so change schema's association of four legged animals to not only be associated with dogs (generalize it)
9Frederic Bartlett's Portrait D'Homme
Supported Bartlett's theory of schema helping reconstruct memory in a way that makes sense, where participants drew a more stereotypical face compared to that of a man shown prior, omitting unique details about his face that didn't fit the "face schema." We alter information to make it fit with our schema.
-another example: native american story being presented to british participants, where old mother being at home was included when recalling the story (fitting some kind of schema.) More arbitrary details also excluded
10Prejudice
unfair, negative attitude or judgements towards person or group based on perceived membership in particular group
11Concept
General category into which we can sort particular instances.
-When we judge something belonging to a particular category, we are thinking of it as an instance of a particular concept.
-This instance shares attributes with others instances of the concept.
-What is a dog -> attributes that are most likely to assign to concept of a dog
12positive instance
an instance that you know is representative of a concept that you are trying to identify. Typically build a concept off this instance.
13Selection task strategies
Building a concept by selection of objects with various strategies:
-Conservative focusing: forming hypotheses and selecting instances which test hypotheses that focus on a *single attribute* at a time
-Focus gambling: Selecting instances varying from first positive instance in more than one attribute.
-Simultaneous scanning: keeping in mind all possible hypotheses and eliminating as many as possible while going through instances
-Successive scanning: formulating single hypothesis and selecting instances until correct hypothesis emerges.
14Reception task
Instead of selecting one by one to learn concept, instead learn with positive instances presented in some order
Partist strategy: hypothesize that only some attributes part of the concept
Wholist strategy: hypothesize that all attributes are members of the concept
Retain both hypotheses until disconfirming evidence presented.
15Likelihood approaches to identifying to a concept
Each of the features contributes a probability to being the concept in question - like ML
-a given dog probably has four legs, probably barks, and probably wags its tail
16Family resemblance
individual instances of a concept may shade into one another *without any clear definable boundary to the concept itself.*
think: dogs have a familial resemblance through their attributes
-there are no critical defining features in *every* family member, but there are "characteristic features" presented across the family members.
17Characteristic features
Associated with a category - the more characteristic features an object has, the more likely we are to believe it is part of a category
18Typicality
a feature being typical for the family, but if excluded / another feature in place, doesn't necessarily exclude category members
19Prototype theory
Using prototypes (ideal examples) for categories to compare instances against to determine membership
20Ideal conceptual prototype
Prototype formed for a category which is an average of instances seen; moreover, your *knowledge and experiences* form these.
e.g. your idea of a home in form of an ideal conceptual prototype varies based on who you are
21Graded Membership
Probabilistic model for membership - can think of continuous scale - not a simple yes/no decision
22Sentence verification task
Lower response time for evaluation of a statement involving an object that is more like its prototype (could think about spreading activation in brain's network theory / nodes.)
23Production task, Rating task
Production:
-when people asked to name category members, more prototypical ones named first
"name as many birds as you can"
Rating:
-objects that are more prototypical are rated higher on likeness to the category
"how bird-like is this item"
24Levels of categories
Rosch - when referring to an object we typically refer to it at the basic specificity level
*basic* - most likely to name / categorize object as such , not too general or specific
*subordinate* - most specific
*superordinate* - more general
25Which type categorization is learned by children first?
Basic - and is used by them to describe most objects
26Exemplars
a less-ideal version of a prototype where we don't have enough info to create a prototype, so instead we reason off a specific instance of the category
This is *exemplar based reasoning.*
27Prototype vs. Exemplar handling of a new stimulus
Prototype - compare new stimulus to single learned prototype - hence more economical
Exemplar - copmpare new stimulus to dictionary of exemplars - less economical, but esier to categorize because of variability
28Knowledge Network existence
Knowledge network is categorization split into the three known categories
Its existence was tested by asking participants to evaluate statements that required traveling different lengths of the knowledge network - longer response time when having travel further - enforces the idea of network and the "distance" it incorporates
category AND property traversal
29Knowledge network issue
prototype effects can also influence the speed of the response, not just the number of links
30Anomia
Usually a result of brain damage - an inability to name common objects, as damage done to areas important for conceptual knowledge/semantic memory
Certain areas are better for concepts of people / animals / tools (and more)
31Embodied Concepts
Idea of sensory and motor areas being involved in thinking about certain concepts
e.g. thinking about (the concept of) kicking in the fMRI scanner reveals increased BOLD in motor regions for leg movement (although none is occurring.)
-> the body plays a role in our cognitive processes by creating these associations between simply thinking of a concept and the area responsible for physically carrying it out.
32Language
A system of symbols and rules that enable us to communicate. Symbols are things that stand for other things: words are symbols, whether written or spoken. Rules specify how words are ordered to form sentences and thus help communicate, think, record info, express emotion, etc.
33Language Development
-language can form without explicit instruction
-development appears mostly similar across different cultures
-born with innate motivation to acquire language
-children much better at learning new language than adults
34Characteristics of Language
-Communicative
-Arbitrary
-Structured
-Generative
-Dynamic
35COL - Communicative
Allows for communication between individuals
(involves production, transmission, reception, comprehension of info)
36COL - Arbitrary
Languages consist of symbolic elements: Sounds, pictures, words, hand signs, etc, and any of these symbols can be used to represent a thing or idea.
37Exceptions to Arbitrariness
Symbols actually literally resembling the idea/concept in some form - e.g. a pictrograph, onomatopoeia (word to resemble the sound), or certain gestures in sign language
38COL - Structured
The ordering of symbols is not arbitrary
-Prescriptive rules describe how the structuring should be (like the "handbook")
-Descriptive rules describe the language as it is normally used by fluent speakers (e.g. "gonna")
Ordering of adjectives is important, for example, discovered from the activity - wouldn't ever say size adjective after the actual object
39COL - Generative
combination of the symbolic elemetnts of a language allow us to generate a very large range of meanings (sprawling)
neologisms - new words being constantly generated (e.g. "noob")
40COL - Dynamic
Languages are constantly changing - its grammar, meanings of words, and accepted word spellings constantly change
41Psycholinguistics
Branch of cognitive psychology interested in *how we actually interact with language* by means of comprehension, production, acquisition, and representation (apart from regular linguistics)
42Phonemes
basic unit of sound that cannot be broken down into smaller, "meaningful" sounds - graphemes the letter(s) that represent phonemes
43Morphemes
Complete, discrete unit of meaning in language
44Semantics
composed meaning of words, phrases, sentences
45Lexicon
The word set of a language
46Syntax
Rules governing word arragenment in language
47Grammar
Rules used to convey meaning via words
48Wernicke's area
Region in the brain responsible for language comprehension - physical representation to meaning
49Broca's area
Region in the brain responsible for language production - meaning to physical representation
50Language production process
1) Think of the desired idea to be expressed
2) Select words according to proper meaning used to complement idea to be expressed
3) Plan ordering of words (syntax)
4) Say words (phonologically articulate them)
51Properties of words
-semantics
-associated syntax rules
-sound (pronounciation, phonemes making it up)
-orthography
52Morphemes - Apples, Baseball, Rainbows
Apple - s
Base - ball
Rain - bow - s
Note the (s) here is not word-like but an indicator of plural form - that is the meaning it carries
53Word Production in the network model
Idea of the wanted to be spoken -> semantic features -> words (selection) -> sounds (selection)
54Speech Production - articulation
Loudness - air velocity (diaphragm muscle)
Pitch: length and tension of vocal cords in larynx
Vowels: changes in size and shape of oral cavity
Consonants: transient obstructions in airflow
55Phonology
Concerning the sequences of phonemes that are acceptable
56Language Comprehension Process
1) Receive phonological input
2) Understand the syntax based on the phonological content
3) Retrieve meaning of the words - semantics
4) Combine semantic meanings to comprehend message
57Processing type for speech perception
Bottom-up fashion - receiving raw input and then extrapolating understanding
58Top-down influences in speech perception
Supplement botom-up acoustic input with prior knowledge about words and contexts in which they appear
-Phonemic restoration effect - e.g. "legi*latures" having * be a burst of noise, but you know it should contain an "s" there.
-scrambled words, as long as they have the first and last letters in the right place, use top-down processing to mentally correct the orthographic errors.
59Coarticulation
Influence of one phoneme on the acoustic properties of another, due to articulatory movements required to produce them in sequence
60VOE
voice-onset time from start of sound helps distinguish betwen [ba] and [pa]
61Parsing
process of determining each word's syntactic role in a sentence
62Garden path sentences
Parsing of a sentence as it is uttered, leading to errors by only parsing up to what has been said.
e.g. The secretary applauded for his efforts was soon promoted
63Extralinguistic knowledge
Parsing a sentence relies on knowledge of the world (top-down)
when a semantic anomaly or false statement is presented, electrical activity in brain in form of N400 peaks
Conclusion: world knowledge is an essential part of essential processing
64Prosody
-Another form of extralinguistic information that helps speech perception
-Patterns of rhythm, stress, intonation, pauses, and pitch changes in writing or speaking
e.g. a question being asked being higher pitch towards its end
e.g. changing stress on a certain word in a sentence to change emphasis
65Biological Root of Language
For most humans, structures in left cerebral cortex specialized for language learning + use
66Aphasia
Disruption in language production or comprehension
67Fluent Aphasia
Damage to Wernicke's area (comprehension): speech is produced but nonsensical
68Nonfluent Aphasia
Damage to Broca's area (production): comprehension is intact but not production
69Benefits of bilingualism for children growing up
-Children learn both languages as quickly as as monolingual children learning one language (with appropriate exposure)
-More sensitive to subtle aspects of language - more language adaptability
-Better executive control than that from a monolingual upbringing
70Age influencing Multilingualism fluency
As age increases, harder to learn other languages as well - children have an advantage at learning things like language's grammar.
71Linguistic Relativity Theory
Language unconsciously shapes your thinking about the world - people who speak different languages "think differently" about the world
-controversial theory
72Rules of linguistic relativity theory
-A difference in number of words for something in two languages -> different understanding of the concept
-Same number of words for same concept -> relatively equivalent understanding of the concept
e.g. color mapping to words in English vs. Berinmo - green and blue seen as distinct concepts in English, but a single concept in Berinmo
73Language controlling way we think
-Language guides what you pay attention to - this indirectly shapes your thinking.
-Language can bias your attention to certain phenomena simply by its structure / lexicon.
74Language vs. Reading
Language is universal, unlike reading and writing
-children must specifically be taught how to read and write
-20% children affected by reading impairment
75Percentage of spoken languages with a written system
~50%
76Triangel Model of Lexical Representations
-Meaning/concept (formed in the mind) , Phonology (how it is sounded), Orthography (how it is written.)
-Paths between all pairs are bidirectional
77Meaning/concept, Orthography, Phonology
-People with anomia can't directly name objects, can instead indirectly do so by writing it out and then reading it
-Their meaning/concept --> Phonology path is damaged
78Orthography --> Phonology path damage
-Some people with aphasia; cannot read nonwords, but can perfectly read complex real ones and have good reading comprehension
79Word Superiority Effect
Reicher (1969) - highlights that recognizing a letter is easier(faster) when it's part of a meaningful word compared to when it's presented alone or as part of a non-word.
-briefly flashed a stimulus, then respond which of the two letters shown was in it
-initial conclusions that brain processes word as a whole
80Word detection tree order
stimulus detectors -> feature detectors -> letter detectors -> word detectors
all of these happen at once, forming a word; then we can later parse the word in our mind for letters
81Reading pathway for processing in brain
-Sensory receptors (eyes) -> thalamus -> sensory processing region (visual areas in occipital lobe)
-Contralaterality
-Slightly slower pathway than auditory pw
82parallel of FFA for reading (letters, printed words)
-VWFA - visual word form area - not as developed as FFA since writing has only been around for past few thousand years (less evolution of it)
-in the left fusiform gyrus
83VWFA activation levels for different stimuli
-large activation for words and nonwords, versus random stringing together of things like consonants (control)
-case INsenstitive
84Evidence of VWFA from aphasia
Damage to VWFA shows still able to name pictures, but not read words properly (can think the "word detectors" and that general parallel processing tree is damaged)
85VWFA electrophysiological evidence
Read MEG (magnetoencephelogram) data to see M170 response correlates to VWFA - only seen for words/letters, not other visual symbols
86Hypothesis for development of VWFA
Original had an area evolved for perception of line junctions, then reattributed to letters (having them)
87Developmental Dyslexia
-slow reading
-10-20% of population
-more common in men than women
-not correlated with intelligence
88Dyslexic vs. non-dyslexic brains
-dyslexics have diminshed M170 activity (in VWFA) compared to non-dyslexics
-NOT a general fusiform gyrus activation problem for dyslexics - FFA still works just as it should
89FFA in illiterate brain
-response to perception of faces is more bilateral for illiterate people
-if learn to read, see FFA move to right hemisphere as seen in literate people
90VWFA underdevelopment in dyslexics
-Dyslexia is damaged connection between orthography and phonology in the lexical triangle - VWFA represents this
-Dyslexics cannot develop this connection as well, so VWFA less used therefore less developed
91Orthographic Transparency
A property of a language that describes how consistent the relationship is between written letters and corresponding phonology
-English: opaque (e.g. Couch, Touch: "owch," "uch")
-Spanish, Finnish, German: transparent
-Level of transparency has NO relation to number of dyslexic speakers by proportion for different languages
92Does a fluent reader respond to other modes of perception better too?
Yes, as literacy strengthens the whole language system, not just one part of it
93Mental Imagery
-Representations and accompanything experience of sensory information WITHOUT a direct external stimulus
-Required in day-to-day life
-e.g. "what does your desk at home look like," "which is larger, a golf ball or an apple," "what does the cover of this textbook look like?"
-> mentally picturing these scenarios without actually seeing/experiencing them externally at all
94Functional Equivalency Hypothesis
-Mental images are internal representations and are manipulated, processed, and behave the same as physical objects
-We treat them as physical entities
95Constraints on mental imagery with functional equivalency hypothesis
Just like actual visual perception:
-Limited "angle" view
-Limited perceptual field
-Scanning and manipulating an object take time
96Chronometric Measures of Study
Asking participants to manipulate a mental image and measure the reaction time as the dependent variable (how long the manipulations take)
97Kosslyn's image-scanning procedure
-Memorize this map, then close your eyes and imagine it
-Choose a pair of landmarks and tell me when you arrive at your destination (some set speed)
-Result: took longer to mentally travel longer distances, supporting functional equivalence hypothesis (emulating real life)
98Demand characteristics
-A caveat in experiments where the participants receive cues that may signal how they're "supposed to" behave, in wanting to giving "good" data
-But not actually good, as not following intended route of the experiment
99Chronometric Image Rotation Task
-Shepard & Metzler 1971 - Judge whether two stimuli shown are same or different
-Larger degree of mental rotation = more brain activity
-we see hemispheric symmetry here across large range of degree rotations
100fMRI study on Visual Imagery
-See that when alternating between perception and imagery of faces or places, FFA and PPA activity levels, respectively, are still high regardless of actually perceiving or visualizing
-TMS disruption also disrupts imagery - support of idea that area responsible for both perceptual processing and creation of visual images
101Hemispatial Neglect and Imagery
Being only able to attend to only one half of the visual field - ALSO reflects in patterns of visual imagery
102fMRI BOLD Signal experiment
-Given 10 seconds to visualize an image instructed to them between "go" and "stop" signals
-Record relative fMRI signal (as a percentage change from normal level) to measure vividness of image
-Low score: very vivid
-High score: no image being visualized
-But if the fMRI relative level and vividness are actually causally related is still a question
103Aphantasia
Metal blindness - inability to form visual images - very rare, only about 1-3% of population
104Mental rotation task of a letter (e.g. the letter R)
-When R is rotated 180 degrees, peak (slowest) reaction time
-response is symmetric around 180 degrees
105Verbal Coding of visual materials
Carmichael, Hogan, and Walters 1932
-participants supplied original figure and text labels
-later when asked to redraw original figure, instead draw something closer to label that was associated with figure
-theory that the verbal coding of the figure is remembered rather than the figure itself
106Paivio's Study 1965
-participants given stimulus + response word pairs
-participants to generate second word when cued with first (stimulus)
-better results all around when more involvement of concerete words, as easier to remember and imagine
107Imagery in blind individuals
-Blind people are not able to visually perceive anything
-But still show same effects in mental rotation and image scanning tasks as normal people
-Their functional equivalence is still OK
108Spatial vs Visual images
-Different brain regions responsible for visual vs. spatial imagination
-A transformation would correspond to visual task - like objection rotation
-Needing spatial context like visualization of the location of a target with a space corresponds to spatial task
-See blue vs. yellow regions in brain that are clearly separate for the two tasks
-Therefore, important to separate transformations (visual) vs. spatial imagery tasks as independently functioning
109Multimodalness of spatial imagery
-Based in the parietal cortex, which integrates multimodal sensory info
-So spatial information and hence imagery can be visual, but also auditory or tactile
110Neuropsychological evidence of spatial and visual imagery areas in brain
Damage to one of these regions does not affect performance of the other on tasks that it handles.
111Cognitive Maps linked with Imagery
-London taxi drivers have a larger hippocampus than non taxi drivers as their hippocampus constantly is stimulated in forming these cognitive maps
-Hippocampus size proportional to years of exp. as taxi driver
112Visual imagery with long-term memory
-Activate image frame, then elaborate on it
-Images that have more detail take longer time to recreate as more elaboration is required
113Eidetic Imagery
-Ability to maintain a mental image that has quality of reviving a previous perceptual event with great clarity
-Photographic memory: where eidetic imagery is commonplace for the individual
114Photographic memory across ages
Around 1 in 1 million for adults, but about ~5% of all children
115Auditory Imagery
-Experience of sound in your mind without receptive cells of your ears actually being stimulated.
-Uses same neural pathways as auditory perception
-earworm - auditory imagery of some catchy music (or something else) on repeat
-phonographic memory in mozart
116Mental Imagery with Sports
-Mental imagery increases performance in simple and complex motor tasks (e.g. imagery of how your opponent will make their next move in fencing)
-Multimodal mental imagery increase in competitive athletes
117Synesthesia
-Stimulus appropriate to one sense (e.g. sound) triggers an experience in another sense (e.g. color)
-Inducer is the cue eliciting the response in the other sense
-e.g. think of indie summer music, causes to think of the color yellow (like summer)
-e.g. hear rock, think black or red (hardcore)
118Strong synesthetes
People susceptible to an indcuer to inducer in one sensory modality producing concurrent image in another sensory modality
119Theory of synesthesia persisting to adulthood
Pruning process of neurons fails, so differentiation between senses is less prominent! Anatomically based connection between them.
120Functional Fixedness
Inability to see beyond most common use of a particular object, and recognize it could also function in a different way to solve a problem at hand
121Well structured problem vs. ill-defined problem
-Well structured has an appropriate algorithm to solve it. Ill-defined is where the method to reach the solution is not immediately clear.
-Better solve ill-defined problems by laying out subgoals
122Problem space
The set of all states that can be reached in solving the problem
e.g. tic tac toe, an escape room, chess, checkers, etc.
123Hill-climbing strategy
-A problm solving heuristic where you choose an option that moves you closer to your goal at every step of a problem
-Sometimes required to go backward to ultimately make progress, so this method is limited
124Means-end analysis
Split into subgoals: goal --> subgoals --> sub-sub goals --> actions
125Problem Solving via Analogy
-Requires focus on problem's "deep structure"
-General "variables," functions, etc.
-Mapping problem onto structurally related cases can be difficult - motivate by encouraging to focus on deep structure
-Experts more likely to use analogies
e.g. approach to thinking about a logarithm, its structure / how it works
126Breaking up of Information
Able to split information into chunks, creating subproblems within a problem to reduce memory load and increase performance
e.g. A novice vs. an expert chess player looking at a board layout for 5 seconds
-Expert organizes pattern into chunks
127Insight problem
We must look at the problem at different angle before attempting to solve it
128Problem solving progression with insight
Insight helps solve problems suddenly with a solution, whereas without insight is a gradual progression to solution
129Problem-solving set
Collection of beliefs and assumptions a person makes about a problem
e.g. in the 9 dot problem, may not have assumed that you can cross lines to solve the problem
130Einstellung
The problem solver's beliefs, habits, and preferred strategies (that they have adapted to and find work for them) - familiar solutions
131Problem solving-set issues
-reduces distractions from wrong strategies, but..
-can sometimes blind you to important options/solutions to explore
132Functional fixedness in children
Younger children less functionally fixed than older children - can see by the fact that time to solution of a problem with pre-utilization increases as a child gets older, as the prior utilization has them rely on the strategy they used then, possibly getting them "stuck."
133Flexibilty-Rigidity and the brain
-Intact dorosolateral prefrontal cortex (DLPFC) lets us override our habitual responses to a problem
-Damage to this region causes rigidity in thinking (since we can't override our habitual responses)
-DLPFC necessary for us to make seemingly coutnerintuitive moves instead to inhibit obvious moves (search for a more clever route)
134Insight test with compound words
-Given one half of 3 compound words and are asked to find the same prefix/suffix that fits all of them
-A test of insight
135Insight is more correlated with which side of the brain?
Right hemisphere activity
136Incubation
A solution popping into your mind after setting the problem aside (eureka moment)
137Cases for and against incubation
For:
-Allowing thoughts to wander promotes spreading of network activation around the solution - may allow related ideas to come to mind
-Sustained effort can lead to fatigue and frustration
Against:
-Better to keep working on a task to take advantage of memory recency effect
138Effects of Sleep on insight
Wagner et al. 2004: Those who had slept after training were more likely to produce insightful solutions (59%) than those who had not (22%)
139Sleep and NRT experiment
-Number reduction task experiment with a hidden rule - if had slept after practicing the problem a little bit, the participant was much more likely to gain insight about the hidden rule
-REM sleep allows for thought restructuring and connections to take place -> insight more likely to come even though asleep
140Bottle in hand with Sleep experiment
-For participants who were to take a 20 minute break from a task, they hold a water bottle in their right hand, so just as when it falls, they report stream of thoughts that come in just having entered sleep as just have being woken up
-when half asleep myself have experienced large stream of thoughts
141Best stage of sleep in bottle experiment
N1 - 83% of the group gained insight onto the hidden rule, and N2 actually performed worse than the awake group
142Creativity
"Interaction among aptitude, process, and environment, by which individual or group produces a perceptible product that is both novel and useful within a social context"
143Creativity Superiority
Some people are more flexible in their approaches to problems, others rely on routine or defer to existing norms (functional fixedness)
144Highly creative people have shared "prerequisites" for creativity:
-Great knowledge+skill in domain
-Certain personality traits, like risk-taking and ignoring criticism (e.g. famous standout artists)
-Motivated by pleasure of the work itself
-Are often devoid of stress, have plenty of time, instrinsic motivation for their work
145Creative thought process
Wallas 1926 - It has four stages:
-Preparation (gathering info)
-Incubation (conscious break from task)
-Illumination (insight emerging / eureka moment)
-Verification - confirmation of idea actually being a valid solution
We don't actually always hit every step, and may go back and forth between them
146Campbell's (1960) view of Creativity as Evolution
Generation of alternative problem solutions without foresight, and retention of those that do work as well
147Simonton's 3 core propositions
-Engage in process of variation (permutations)
-Select variations based on a set of criteria
-Retain those selected variations (in memory over time)
148Flatter associative hierarchies implies
individuals who are more likely to make remote (uncommon) associations between ideas (alternate uses for objects)
-> less functional fixedness
149Convergent thinking
The ability to see connections between distinct ideas (the ideas are already presented to you, but you form the connections)
-e.g. forming connections between a list of words
150Divergent thinking
Ability to move one's thoughts in new directions (you must generate new ideas from scratch)
-> breaking out of functional fixedness
-e.g. thinking of different number of ways a coffee mug could be used
151Unusual Uses test scoring criteria
-fluency
-originality
-flexibility
-elaboration
152Forward flow
How much one's current thinking breaks away from past thoughts
153Development of Creative Skills
U-shaped performance over time:
-preconventional (free of learned constraints)
-conventional (under learned conventions)
-postconventional (mastery, unconventionality)
e.g. Picasso's developmental trajectory
154Creativity and Problem-finding
-Proposals that creativity also involves actively searching for problems, and the quality of a solution depends on the formulation of the problem itself
Method:
-Formulate a problem
-Devise a method
-Reach solution
155Judgement
Process through which we draw conclusions based on eviednce we encounter
156Organ Donation Consent example
-The default choice for an organ donation system is highly important for percentage of people that will be organ donors
-People would rather not make the emotionally complex choice that is raised by organ donation, so stick with default choice
Opt-In system defaults you to not being an organ donor -> lower organ donor rate
Opt-out system defaults you to being an organ donor -> much higer organ donor rate
-If behavior was rational, there shouldn't be a difference in consent rates between the systems - we find it isn't entirely rational, there are external influences in play here.
157Rational behavior
Objective and logical behavior
158Irrational Behavior
Subjective and biased behavior (e.g. behavior stemming from racism, sexism, etc., which results from a disregard for facts / objectivity)
159Psychological Bias
Psychological factors that affect decision making of humans in *consistent* ways
160Fast thinking (System 1 Thinking)
Decision making that operates quickly without much effort and control, and is subconscious
161Slow thinking
Decision making with more effort and deliberate control, conscious
162Dual-Process model
Consists of Fast and Slow thinking - Heuristic and Normative judgements, respectively
163Judging under uncertainty implies making decisions based on ____, and the tool for this is called ____
imperfect knowledge, subjective probabilities / heuristics (the heuristics you use let you judge something on your own subjective probability scale)
164Heuristics
Mentals shortcuts we take when trying to think fast
-practical, efficient
-but creates biases in judgement (subjective probabilities stem from biases)
165Heuristic - Base Rate Frequencies
-base rate frequencies are the ground truth frequency/probability of something occurring
-but with descriptive information about something, it may cause us to ignore these probabilities (though, not necessarily a bad thing)
166Epley & Dunning (2000)
$5 is given to people which they can choose to donate to charity
-After they answer how much they want to donate:
-Told how much other people donate, can revise their prediction about how much the pool outside of themselves would donate on average
-Found that people generally see their generosity as superior to others
167Representativeness Heuristic
-Estimate the likelihood of an event based on how closely it mathes or represents related example/stereotype in mind
-Law of small numbers - generalizing a small sample of a group to be representative of a whole group (e.g. racist stereotypes)
168Conjunction Fallacy
The probability of a conjunction cannot be higher than the probability of either A or B alone -> descriptive information can still blind us to this.
169Gambler's Fallacy
-Faulty reasoning that past events in a sequence affect the likelihood of future events - think independence of events and given events
-Assuming independence is conserved in an experiment involving chance - if we know the previous series of outcomes (given,) no change on chance for a certain next outcome
170Covariation
Variable Y being able to be predicted by variable X in a probabilistic sense
171Illusory correlations
Incorrect assumptions in how one variable is predicting another
e.g. cities having more crime than in rural areas, when in fact the crime rate per 1000 people for example, is less than that in a rural area, but more crime *incidence* because simply more people
172Confirmation bias
Tendency to be more accepting of information that confirms your beliefs than to evidence that challenges them (e.g. politics)
173Heuristic - Availability
-Estimate the frequency of an event based on how easily examples come to mind
-But not so great as anything that increases the event's availability can increase its perceived likelihood (although actual likelihood not as large.)
e.g. see sharks in water, overestimate the actual probability of sharks in the water
174We tend to ____ the frequency of rare events based on the availability heuristic.
Overestimate - rare events more likely to be well-recorded in memory, making it more available to consciousness than common events
-> leads to overestimation
175Biased sources of media perpetuate stereotypes by ___
-Supporting the availability heuristic by showing events that are actually not common on a semi-frequent basis.
-Need to be careful and use system 2 thinking
176Context for use of Type 1, Type 2 thinking
Type 1:
-Lazy
-Time Pressure
-Distracted / Inebriated
Type 2:
-Controlled focus and deliberation
177Recap of type 1 thinking heuristics
-Availability Heuristic
-Representativeness Heuristic
-Base rate fallacy
178Bias
The resulting gap/error in thinking that can affect judgement and decision making (integrated into heuristics)
179Confirmation bias
-People are more inclined to seek evidence that would confirm a belief rather than evidence that would may disconfirm it
-We show beter memory for confirming evidence than disconfirming evidence
180Bias - Belief Perserverance
The tendence to continue endorsing a belief even when disconfirming evidence is undeniable
e.g. belief in denial of climate change although presented with clear evidence of it
181Anchoring Bias
The tendency to revise one's belief insufficiently when shown new evidence
e.g. Judges use prosecutor's requested sentence as an "anchor" to work off of for deciding a sentence
-problem here: the judge should be adjusting the sentence more than is being done when new evidence is given (for better or worse) a.k.a. is somewhat "stuck" to it
182Anchoring in negotiations
An unacceptable anchor is first set by the other person, and you look to defuse it since you know that is the tactic they are trying to use. Here, revising insufficiently although THEY proposed the far-off anchor, which is why that tactic is used. Ex. Car salespeople.
183Overconfidence
-We often believe our abilities are better than they actually are
-Dunning-Kruger effect: people with low knowledge/ability overestimate themselevs, but people with high ability also underestimate themselves
184Egocentric Bias
Overreliance on one's own perspective, failing to consider alternative perspectives
-appears more common in older adults than in children, young adults
185Illusion of validity
Overestimating ability to judge correctly
186Ilusions of control
Tendency to overestimate one's ability to influence events
187Compassion Fade
Bias in someone behaving more compassionate to a small, identifiable number of victims rather than a large pool of anonymous ones
e.g. giving a homeles person food/money but not donating to a charity for them
188Education - Type 1/2 reasoning
-Education can emphasize the importance of type 2 reasoning, as Type 1 reasoning is heavily reliant on heuristics which introduce subjectivity in judgement
189Inductive thinking
Forecasting new cases based on observed cases - inference of general law based on limited observations
190Deductive Reasoning
Start with given premises and ask what follows from them - begins with existing theory - the research process
191Universal Affirmative
All A are B
192Universal Negative
No A are B
193Particular Affirmative
Some A are B (at least one, and possibly all)
194Particular Negative
Some A are NOT B
195Utility Maximization
Choosing option with greatest expected value
196Risk-seeking, risk-averse decisions
Can change decisions though outcomes are the same simply by changing wording of choices
-If presented sure gain or risk, people pick sure gain (risk-averse) --> avoid loss with sure gain
-If presented sure loss or risk, people pick risk (risk-seeking) --> avoid loss by seeking possibility of win
-both cases: seeking case that seems better in avoiding loss (though the loss could be more severe with the risk case)
197Framing of evidence
People are also influened by evidence framing
Sally more likely to pick a treatment if it is described in terms of its success rate than its failure rate, due to tone of words that influence decisions
198More options does NOT imply better decision making
More choices that are similar to each other and difficult to justify picking one over the other makes the person pick the choice not involving those close choices at all!
"Analysis Paralysis"
e.g. doctors choosing between surgery and 1 medication vs. surgery and 2 medications
199Decision making regions in brain
Prefrontal cortex (split into its subdivisions)
200Orbitofrontal division
Weighing value of rewards - making associations between stimulus and reward
-Damgaged orbitofrontal cortex does not allow person to properly update the association between stimulus and reward, so they are unable to move away from those options/choices
201Limbic System in decision making
Hippocampus - access to previous experience
Amygdala - Emotional decision making
Caudate Nucleus - balance what we observe and desire
202Cerebellum in decision making
-Weighing uncertain events
-Coordinating muscle movements (move or not)
-Impulsivity/Compulsivity
203Intelligence
The ability to acquire and apply knowledge and skills
204Early Ideas of intelligence
Some factors:
-Processing speed for a general task - longer time negatively correlated with intelligence (e.g deciding which of two tones is higher in pitch)
-Working memory capacity (WMC)
-Executive control abilities - how well people can monitor and direct their own thought process - being able to focus and inhibit distractors
205Ultimate purpose of intelligence tests
Prediction for various important life factors:
-Academic performance
-Getting a job
-Job performance
-Health, mortality
206Sir Francis Galton
-Credited for first "intelligence" test - Late 1800s
-Measured "sensitivity" with psychophysical and reaction time measures
-Two qualities that made up "human faculty": energy and sensitivity
207Examples of Galton's tests
-Arranging cases identical in appearance buit differed in weight (eyes closed, see the level of their sensitivity)
-Hearing test using a whistle: people can't hear tones of high pitch as cats, so cats are more intelligent than us in this area
208Alfred Binet
1899: Asked to join Free Society for the Psychological Study of the Child, group in Paris studying school children
1904: Appointed to commission that studied, created tests to help ensure mentally defective children would receive adequate education
209Binet's challenge to Galton
Believed judgement was central to intelligence, and that galton's tests were flawed
-Hellen Keller was intelligent, but simply because deafblind, would have failed Galton's tests
210Binet's elements of intelligence
Direction: knowing what needs to be done and how to do it
Adaptation: selecting and monitoring strategies during task performance
Control: Ability to critique one's thoughts and actions
(DAC)
211Binet's types of intelligence
Ideational: intelligence via words, ideas (logical analysis, verbal reasoning)
Instinctive: intelligence via feeling (refers to lack of instinctive/animalistic feeling - departure from this)
212Binet-Simon tests
-Vary across age from age 3 to adult
-Showed child 3 pairs of faces to a child and asked which one is prettier
(this however cannot be argued as objective today - attractiveness in a subjective quality - so would've been an invalid test)
213Stanford-Binet tests
Lewis Terman - adapted Binet-Simon test for american children into Stanford-Binet test
IQ = (MA/CA)x100 (mental age/chronological age) - if your mental age matches your chronological age (standard for your age,) you are average = 100
214Dangers of classifying people
-Eugenics - only the "best" should procreate
-Eugenics term actually coined by Francis Galton himself
-Eugenic certificates
215Eugenecists' belief of intelligence's correlation
Believe intelligence is corelated with race and ethnicity
216Why does focus on intelligence matter?
-First started to help children in school
-Evolved into segregating and discriminating against entire cultures and communities (eugenics!)
-Still around today, inherently dangerous as seen from how it came to be abused
217Kinds of intelligence
Charles Spearman - split intelligence into "factors" in his statistical tool called "factor analysis"
218General intelligence (g)
-Factor that varies across individuals, but remains *stable for any one individual*: an individual baseline
-"Broad mental capacity that influences performance on cognitive ability measures"
-Main determinant is heredity, can be shaped by external factors such as schooling, occupation
-Accounts for HALF of variability in academic achievement, work performance
219Specific Intelligence (s)
Factor contributed to by knowledge or skills in certain domains/tasks
220Hierarchical model of intelligence factors
G is more general and higher order - top of hierarchy, primary factor
S contributes to g - lower in hierarchy (secondary factor)
221Fluid Intelligence
Raymond Cattell
-The ability to deal with novel problems
-Declines with age, peaks in early adulthood
222Crystallized intelligence
Raymond Cattell
-Acquired knowledge
-Increases with age
223Gardner's theory of multiple intelligences
-Belived there was a separate developmental history of each intelligence
-Several proposed types of intelligence (notes)
224Sternberg's component + object/symbol model
Sternberg - Intelligence in terms of intellectual components that "operate on internal representations of objects, symbols":
Component - elementary information process
Object, Symbol - chunk of information thatis handled by components
Differences in intelligence --> variations in speed and accuracy with which people carry out mental operations
225Metacomponents
Executive processes used in planning, monitoring, decision-making in task performance - control execution of other components
226Performance components
Used in execution of a task
-Encoding all aspects of problem situation
-Comparing parts of the problem
-Generating appropriate response
227Knowledge Acquisition components
-processes concerned with learning new info and storing it in memory
-key aspect: filtering out irrelevant information, picking up relevant information
228Sternberg's Triarchic Theory of Intelligence
Intelligent behavior has 3 different types of intelligence:
-Analytical Intelligence: The ability to solve relatively straightforward problems (general intelligence)
-Creative intelligence: Ability to reason using novel concepts
-Practical intelligence: Ability to find problem solutions in real-world, everyday situations
229Creativity and Intelligence possible relations
Sternberg and O'Hara (1999)
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