Class 9: Decision Making Flashcards
What is bounded rationality?
Bounded rationality is a concept introduced by Herbert A. Simon, which suggests that human decision-making is limited by the cognitive capacity of the decision-maker and the information available to them. It posits that individuals make decisions based on a limited understanding of the situation and their own cognitive constraints, rather than perfect rationality.
True or false? Perception is reference-dependent.
True! The perceived attributes of a focal stimulus reflect the contrast between that stimulus and a context of prior and concurrent stimuli. The reference value to which current stimulation is compared also reflects the history of adaptation to prior stimulation.
How is AI being used in the financial industry?
AI is being used in the financial industry for a variety of applications, including fraud detection, risk management, algorithmic trading, and customer service. AI algorithms can analyze large amounts of financial data quickly and accurately, enabling financial institutions to make better decisions and improve their services.
In the Article ‘A Perspective on Judgment and Choice’, What did Tversky and Kahneman restrict the definition of framing effects to?
Discrepancies between choice problems that decision-makers, upon reflection, consider effectively identical.
How is accessibility of thought determined?
Accessibility is determined by the characteristics of the cognitive mechanisms that produce the thought in conjunction with the characteristics of the stimuli and events that evoke it.
What does the “rose-tinted spectacles” view of the past refer to?
The phenomenon that we tend to more easily and quickly recollect good decisions, rather than poor decisions.
according to kahneman 2003, what is a core property of intuitive thoughts?
they come to mind spontaneously and effortlessly, under the appropriate circumstances
What is the difference between the representativeness heuristic and the base rate fallacy? a) The representativeness heuristic is a cognitive shortcut that involves making decisions based on stereotypes, while the base rate fallacy involves ignoring general information about a population in favor of individual case-specific information. b) The representativeness heuristic involves making decisions based on probability, while the base rate fallacy involves ignoring probability in favor of anecdotal evidence. c) The representativeness heuristic involves making decisions based on the similarity between a particular case and a stereotype or prototype, while the base rate fallacy involves ignoring the overall frequency or probability of a particular event or group.
c) The representativeness heuristic involves making decisions based on the similarity between a particular case and a stereotype or prototype, while the base rate fallacy involves ignoring the overall frequency or probability of a particular event or group. The representativeness heuristic can be useful, but can also lead to errors if the similarity between a case and a prototype is given too much weight. The base rate fallacy can lead to errors if the overall frequency or probability of a particular event or group is ignored in favor of individual case-specific information.
Accessibility is
The ease or effort at which mental content comes to mind
What is transitivity?
Transitivity is the transference of an opinion (e.g. I prefer A to B and B to C, therefore I prefer A to C)
Fill in the blank The experimental evidence shows that most people reject a gamble with even chances to win and lose unless the possible win is at least _ the size of the possible loss
Twice
What does the term “loss aversion” refer to?
a phenomenon where losses are perceived as psychologically or emotionally more severe than an equivalent gains.
What does prospect theory suggest?
people do not always make rational decisions based on maximizing expected utility, but instead make decisions based on subjective perceptions of gains and losses relative to a reference point,, rather than in absolute terms.
____________ is a cognitive bias that describes people’s tendency to overvalue the likelihood of a small probability of an event to occur.
The possibility effect
What is an example of attribute substitution?
Let’s say you’re trying to decide which type of pizza to order. You know you like pepperoni pizza, but you need to figure out which toppings would be best. In this case, you might use attribute substitution by assessing the pizza’s overall tastiness based on a related heuristic attribute that is more easily accessible in your mind, such as the restaurant’s reputation. You may assume that a highly-rated pizza restaurant will make a delicious pepperoni pizza, even though the restaurant’s overall rating may not be a direct measure of the pizza’s taste. This heuristic attribute of restaurant reputation becomes a substitute for the more complex and specific attribute of pizza toppings, which may require more effort to evaluate. By using this attribute substitution, you simplify the decision-making process and make a quick judgment based on a related, more easily accessible attribute.
What are some of the key heuristics and biases that the paper discusses as examples of how human judgment can be influenced by factors outside of rational decision making?
availability heuristic, the representativeness heuristic, confirmation bias, and loss aversion (the tendency to weigh losses more heavily than gains).
True / False : Framing effects are only restricted to desicion making.
FALSE
What is the difference between satisficing and optimizing, and how do they relate to bounded rationality?
Satisficing involves finding a satisfactory solution that is good enough, while optimizing aims to find the best solution possible, with bounded rationality favoring the former.
How can we test for System 1 or System 2 cognitive processes?
Since System 2 processes require effort and System 1 processes do not, coupled with the fact that we have limited mental capacities, we can disrupt System 2 processes by having participants do 2 mentally demanding tasks at the same time
What does transitivity mean in rational decision making?
If a rational decision maker prefers A to B and B to C then they should prefer A to C.
In Kahneman & Tversky early studies, what two related concepts were their research in Intuitive Judgment and Decision-Making based on?
Accessibility (ease of which thoughts came to mind) and Distinction between Effortless Intuition & Deliberate Reasoning.
Fill in the blank: Loss aversion contributed to ______ bias.
Status-quo bias! Kahneman (2003) stated, “The reference point is usually the status quo, the properties of alternative options are evaluated as advantages or disadvantages relative to the current situation, and the disadvantages of the alternatives loom larger than their advantages”.
True or False: The article argues that individuals have a limited capacity to process information, and are prone to cognitive biases and heuristics that can lead to suboptimal decisions.
True. This is one of the key arguments made in the article, which is based on the concept of “bounded rationality.”
What is the framing effect?
The framing effect is a phenomenon where people’s decisions and judgments are influenced by the way information is presented or framed. For example, people may be more likely to choose a product that is described as 90% fat-free than one that is described as 10% fat, even though the descriptions are equivalent.