CCC week 8 -thinking & reasoning Flashcards
Research in this area is grouped under what headings?
Judgement
Decision making
Problem solving
Reasoning
What is a judgement?
The component of decision making that concerns calculating the likelihood of certain events (if I go to the pub I will not have time to write a good lab report…)
What is decision making?
Selecting one out of a number of potential options (write lab report or go for a drink…)
What is problem solving?
The cognitive processes that take us from recognising that there is a problem through to developing a solution (start and end state & operators - start state things to make a chair, end state the chair, operators are the tools.)
What is reasoning?
The component of problem solving that concerns determining what conclusions can be drawn given various statements (premises) are assumed to be true
What area of the brain/ cognitive system is used for all 4 things (reasoning, decision making, judgement, problem solving) ?
Frontal Cortex!!
Responsible for higher level thinking!
Judgement- under uncertainty
Are we good at estimating the likelihood of things?
What did they say? (Giggerenzer & Hoffrage (1999)
We are not good!!
We are simply not “wired” to understand percentages, fractions, probabilities etc
Judgement- under uncertainty
What is a better way for us to estimate things?
We are better if the question is rephrased so that it emphasizes frequencies rather than probabilities
Around 75% of people get this right!
But reframing problems in terms of frequencies may just make the underlying structure of the problem easier to understand
– we’re still pretty bad at judging frequencies
Judgement- under uncertainty
What did Kahneman & Tversky come up with?
3 types of heuristics
Due to cognitive / time limitations we employ heuristics when making judgments
Availability
Representativeness
Anchoring and adjustment
What are the 3 heuristics?
Availability
Representativeness
Anchoring & Adjustment
What are heuristics?
Heuristics are mental shortcuts for solving problems in a quick way that delivers a result that is sufficient enough to be useful given time constraints.
What is availability heuristic?
An availability heuristic is a mental shortcut that relies on immediate examples that come to a given person’s mind when evaluating a specific topic, concept, method, or decision.
As follows, people tend to use a readily available fact to base their beliefs on a comparably distant concept.
What is representativness heuristic?
Mental shortcut that we use when estimating probabilities.
When we’re trying to assess how likely a certain event is, we often make our decision by assessing how similar it is to an existing MENTAL PROTOTYPE
e.g. if you have a man who looked like a computer geek- and you have to guess what he graduated in- you are likely to think it will be in computer science.
What is a base rate?
The naturally occurring frequency of a phenomenon in a population.
Often when making judgements- we ignore this.
What is anchoring and adjustement?
An anchoring bias is a faulty heuristic which occurs when you focus on one piece of information when making a decision or solving a problem.
People make inaccurate final estimates due to inaccurate adjustments from an initial value.
Anchoring & adjustement
Tversky & Kahneman (1974)- What was their study?
2) Is percentage of African countries in UN smaller or greater than number produced by wheel of fortune? (filler question)
What is likelihood that a country selected at random from UN is from Africa? (real question) You are affected by the number from the first unrelated question
When stage 1 number was 65, average estimate was 45%
When stage 1 number was 10, average estimate was 25%
What is utility theory?
Determining which of several options is “best” is very difficult.
Utility Theory: We should choose the option which has the greatest utility (value to us).
What theory did Khaneman & Tversky (1984) develop?
Developed “prospect theory”
Behavioral model that shows how people decide between alternatives that involve risk and uncertainty (e.g. % likelihood of gains or losses).
It demonstrates that people think in terms of expected utility relative to a reference point (e.g. current wealth) rather than absolute outcomes.
At its heart is the assertion that we are “loss averse” – we pay more attention to potential losses than potential gains.
Prospect theory can explain what effect?
The framing effect
What is the framing effect?
A cognitive bias where people decide on options based on whether the options are presented with positive or negative connotations; e.g. as a loss or as a gain.
People tend to avoid risk when a positive frame is presented but seek risks when a negative frame is presented.
Example:A bird flue epidemic is expected to kill 600 people.
(Tversky & Khaneman, 1987)
You can choose one of two treatment strategies:
Will save 200 people
Has a 33.3% chance of saving everyone, but a 66.6% chance of saving no-one.
Option B Emphasises losses, so people tend to choose A (despite the fact that the two options are “equivalent”).
What is the Somatic Marker Hypothesis (Damasio) ?
In the real world conscious deliberation is supplemented by a more unconscious process based on “gut feelings”.
Associations between possible routes of action and the emotional state they (or similar courses of action) resulted in on previous occasions are stored.
These “somatic markers” are reinstated (physiologically) and used to bias attention towards the most appropriate decision
What are somatic markers?
The somatic marker hypothesis, formulated by Antonio Damasio and associated researchers, proposes that emotional processes guide behavior, particularly decision-making.
“Somatic markers” are feelings in the body that are associated with emotions, such as the association of rapid heartbeat with anxiety or of nausea with disgust.
What three aspects does problem solving have?
It is goal directed (how do I make the graphs for my lab report)
An immediate solution is not available (the graph doesn’t exist)
It involves conscious cognitive processes (it isn’t going to happen if you think about whether everyone else is having fun at the pub…)
Problem solving
What are the three parts of the problem?
If you are clear about all parts- what is the problem referred to as?
The problem Itself (the start state)
The things you might do (the operators)
The solution (the goal state)
well-specified