Class 4: Thinking fast and slow Flashcards
This class focuses on the topics of dual-process theories of higher cognition and the conditions for intuitive expertise. These theories explore how our minds process information and make decisions using two distinct systems.
True or False: According to the study of Kahneman and Klein, expert intuition is the result of various experience and complex heuristics and biases, while novice intuition is based on limited experience and relies on simple heuristics and biases.
False. Expert intuition is the result of extensive experience and practice in a particular domain, while novice intuition is based on limited experience and relies on simple heuristics and biases.
According to Daniel Kahneman, how does System 1 generate answers to difficult questions?
To answer difficult questions, we substitute the difficult question for a related question that is easy to answer. For example, when deciding how much to pay for insurance we base our answer on how afraid we are.
Out of the tasks below, which is NOT an example of a Type 2 process: 1. Solving a complex math problem 2. Resisting temptation 3. Recognising a familiar face
Answer: Option 3 (recognising a familiar face) Reasoning: - When we see a familiar face (option 3), we typically recognise it automatically, without much conscious effort. Although facial recognition can involve some cognitive processes such as attention and perception, it does not typically require deliberate, effortful mental processes like those involved in Type 2 thinking. - Contrastingly, solving a complex math problem (option 1) requires deliberate, effortful mental processes that involve reflective reasoning, working memory, and executive functions. - Similarly, resisting temptation (option 2) also involves deliberate, conscious mental processes that override automatic, impulsive responses.
What is the perspective of Daniel Kahneman and Gary Klein on the role of intuition in decision-making, and how does this relate to the need for analysis and reflection?
Daniel Kahneman and Gary Klein argue that intuition plays a critical role in decision-making, particularly in complex and ambiguous situations where it can be difficult to use analytical methods. However, intuition can also be influenced by cognitive biases, and is more effective when it is informed by experience and knowledge. Therefore, Kahneman and Klein suggest that intuition should be combined with analysis and reflection to improve decision-making outcomes
True or False: The most common method for defining expertise in HB (heuristics and biases) research is to rely on peer judgements.
FALSE: NDM research relies on peer judgement
Define Dual Types
Terminology that implies that the dual processes are qualitatively distinct. Type 1 processes are (broadly) intuitive and Type 2 processes reflective.
How does the Heuristics and Biases (HB) approach differ to the Naturalistic Decision Making (NDM) approach when it came to expert judgement?
The HB approach favors skepticism towards expertise and expert judgement, in contrast to the NDM approach of studying and learning from expert professionals.
How do dual-process theories relate to the concept of rationality?
Dual-process theories suggest that rationality involves balancing intuitive and reflective processes in order to make accurate judgments and decisions. Rationality requires not only the ability to use reflective processes effectively, but also the ability to recognize when and how to override intuitive processes that may lead to bias or error.
Relating to Daniel Kahneman - Two Systems in the Mind video: What mental operation system is used when automatic response is thought of when provided with a stimulus?
System 1 provides an automatic response to stimuli. For example, when I say the word vomit, most people would automatically think of the feeling disgust.
What are the two approaches to intuition and expertise discussed in the article by Daniel Kahneman & Gary Klein?
Heuristics and biases (HB) and naturalistic decision making
Define System 1 thinking and provide an example.
System 1 thinking is fast and automatic, and it happens without conscious effort. An example of System 1 thinking is when you automatically flinch or move your hand away from something hot or dangerous.
Human thinking involves two distinct systems: System 1: a fast, intuitive, and automatic system. System 2: a slower, more deliberative, and effortful system. Judging whether it is right or wrong.
It is right. Reference: Dual-process theories of higher cognition: Advancing the debate. Perspectives on Psychological Science
According to Kahneman and Klein’s (2009) article, what two conditions must be satisfied to develop skilled intuition?
1) an environment that is sufficiently regular to be predictable, and 2) an opportunity to learn these regularities through prolonged practice and feedback. In other words, to develop skilled intuition, individuals must have exposure to a consistent and reliable environment, and they must engage in deliberate practice and receive feedback over an extended period of time.
Fill in the Blanks - ___________ processing is defined by its minimal demand on ___________ resources and tends to be rapid in nature.
Type 1; working memory
True or False: Skilled judges are aware of the cues and biases that guide them.
False, Skilled judges are UNAWARE of the cues and biases that guide them
Can we fully trust the intuition of experts/professionals?
No, although they are highly experienced in their fields, they can still have inappropriate applications of the heuristic processes.
True or False: While doing type 2 thinking, you typically cannot carry out something else that is demanding of attention.
True. Attention is needed to perform type 2 thinking, and you have little attention left to perform other tasks.
Which of the following is NOT a characteristic of System 2 thinking: a) slow b) deliberate c) automatic d) effortful
d) automatic
What can happen to individuals who make successful judgments and decisions by chance?
They may become susceptible to an illusion of skill and overconfidence.
Define Cognitive Reflection
The ability to recognize and override automatic or intuitive responses generated by System 1 in favor of more reflective and deliberate responses generated in System 2
What two conditions must be satisfied for intuitive judgement to have occurred, under the recognition model?
First, the environment must provide adequate cues to the nature of a given situation, and then, people must have the opportunity to learn relevant cues.
T or F: the most effective cognitive strategies are analytical.
F, the most effective cognitive strategies involve a balance between intuitive and analytical processes.
What is the distinction between two kinds of thinking
one fast and intuitive and the other slow and delibrative.
Two conditions must be satisfied for skilled intuition to develop. These two conditions are?
1: An environment of sufficiently high validity. 2: Adequate opportunity to practice the skill.