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Chapter 9

Chapter 9

13 Pages
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Department
Psychology
Course Code
PSYB57H3
Professor
Gabriela Ilie

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Chapter 9 - Decision Making
Decision is a choice among possibilities.
Decision making involves assessment of all the courses of action available and determination
of the action to take that will lead to the best consequences.
A decision occurs when a person with an unfulfilled need takes an action to satisfy that need
or desire and often person does that all the relevant information in hand
For all decisions two factors are critical:
i.Value of action to us
ii.The likely outcome
Science of Decision Making
One way to make a decision is to weigh out the pros and cons of each alternative
Normative/Prescriptive theories are the theories that tell us what we SHOULD do. They
also made use of previous actual human behaviour because it is believed that from an
evolutionary point of view humans try to make the best possible rational decision
Descriptive theories focus on how we actually make decisions and not on we should make
them. They work to increase the understanding of decision making. They also help explain
how human behaviour often departs from rationality and help predict the decisions of
humans.
Most research in decision making comes from the area of gambling where one is not sure
about the outcome of the alternatives and strives to choose the best possible alternative that
will maximize the profit
Cognitive activity in decision making involves evaluation of each possible choice (what do I
want) and the determination of the one that makes us most likely to achieve a goal (What are
the pros and cons)
The Decision Tree
Decision Tree is a graphical display that represents the courses of action or options
available, the probability of the outcome and the consequences of each action
Often in decision making one of the alternatives is relatively more risky and there is higher
uncertainty about the outcome
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Decision tree defines alternatives, beliefs (about likelihoods) and consequences – ABCs of
decision:
i.Alternatives are different courses of action, options, choices and strategies available
to the decision maker and they are represented as branches of the tree. Usually there
are large number of alternative but for the sake of decision making, they are narrowed
down as much as possible. The discovery and articulation of the alternatives involves
problem solving
ii.Belief is an estimate of the likelihood that a particular outcome will occur if we
choose a particular alternative. The goal of decision making is to have the decision
make think more rationally, so information about beliefs is added to the tree in the
form of numerical probabilities of the occurrence of an event (payoff)– although in
real life we cannot define exact probability of an event
iii.Consequences are the benefits of losses that you receive or experience from the
choice of a particular alternative and the events that follow from that choice. It is
defined in terms of outcomes, values, or utilities:
a)Outcome is the result
b)Value is its net worth
c)Utility is the desirability of the value to you
Since the evaluation depends on personal goals and values, consequences of a decision
are subjective. It is important to look at the consequences from the decision maker’s point
of view i.e. in terms of utility. Mathematical probability rules do not peoples natural
judgements, therefore, it is important to have psychologically descriptive model e.g.
expected utility model
Rational Decision Making: The Expected Utility Model
Expected utility is the utility (desirability) of a particular outcome weighed by the likelihood
of that outcomes occurring
Expected utility model assumes rational behaviour from a decision maker in
i.Evaluating the likelihoods of alternatives
ii.Assessing the consequences
iii.Assigning utilities (utilities do not have to add up to 1)
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iv.Multiplying utilities by the likelihoods (probabilities that add up to 1)
v.Choosing the option with the highest expected utility
The utility of an outcome is entirely subjective i.e. the objective worth does not matter, what
matters in what is important to the decision maker
How the Model Works
Formal decision theory is the form of (subjective) expected utility model proposed that we:
i. Evaluate each course of action by multiplying utility of consequence and probability
of the occurrence of the consequence which gives the expected utility
Expected utility = p (x) * u (x)
ii. Add the weighted values – the expected utilities – to create a summary of evaluation
of each alternative
Expected utility = p (x) * u (x)
iii. Choose the course of action with the highest expected utility. Maximizing utility is
the core of a rational decision.
In terms of gambling, often there is a penalty if the bet is not won and in that case we must
include the downside i.e.
Expected value = (Probability of winning * Payoff) – (Probability of losing * Amount of loss)
Expected utility Model and Behavioral Research
Expected utility model was tested in context of gambling where alternative were the
monetary gain or losses, likelihood was the probability of losing or winning and
consequences were the payoffs.
Participants were asked to sell the gambles. 3 patterns were observed:
i. As the gamble increased in the amount of payoff, the sellers increased their selling
price since there was a possibility (low that may be but..) of the other person gaining
more from the bet.
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Description
Chapter 9 - Decision Making Decision is a choice among possibilities. Decision making involves assessment of all the courses of action available and determination of the action to take that will lead to the best consequences. A decision occurs when a person with an unfulfilled need takes an action to satisfy that need or desire and often person does that all the relevant information in hand For all decisions two factors are critical: i. Value of action to us ii. The likely outcome Science of Decision Making One way to make a decision is to weigh out the pros and cons of each alternative NormativePrescriptive theories are the theories that tell us what we SHOULD do. They also made use of previous actual human behaviour because it is believed that from an evolutionary point of view humans try to make the best possible rational decision Descriptive theories focus on how we actually make decisions and not on we should make them. They work to increase the understanding of decision making. They also help explain how human behaviour often departs from rationality and help predict the decisions of humans. Most research in decision making comes from the area of gambling where one is not sure about the outcome of the alternatives and strives to choose the best possible alternative that will maximize the profit Cognitive activity in decision making involves evaluation of each possible choice (what do I want) and the determination of the one that makes us most likely to achieve a goal (What are the pros and cons) The Decision Tree Decision Tree is a graphical display that represents the courses of action or options available, the probability of the outcome and the consequences of each action Often in decision making one of the alternatives is relatively more risky and there is higher uncertainty about the outcome 1 www.notesolution.com Decision tree defines alternatives, beliefs (about likelihoods) and consequences ABCs of decision: i. Alternatives are different courses of action, options, choices and strategies available to the decision maker and they are represented as branches of the tree. Usually there are large number of alternative but for the sake of decision making, they are narrowed down as much as possible. The discovery and articulation of the alternatives involves problem solving ii. Belief is an estimate of the likelihood that a particular outcome will occur if we choose a particular alternative. The goal of decision making is to have the decision make think more rationally, so information about beliefs is added to the tree in the form of numerical probabilities of the occurrence of an event (payoff) although in real life we cannot define exact probability of an event iii. Consequences are the benefits of losses that you receive or experience from the choice of a particular alternative and the events that follow from that choice. It is defined in terms of outcomes, values, or utilities: a) Outcome is the result b) Value is its net worth c) Utility is the desirability of the value to you Since the evaluation depends on personal goals and values, consequences of a decision are subjective. It is important to look at the consequences from the decision makers point of view i.e. in terms of utility. Mathematical probability rules do not peoples natural judgements, therefore, it is important to have psychologically descriptive model e.g. expected utility model Rational Decision Making: The Expected Utility Model Expected utility is the utility (desirability) of a particular outcome weighed by the likelihood of that outcomes occurring Expected utility model assumes rational behaviour from a decision maker in i. Evaluating the likelihoods of alternatives ii. Assessing the consequences iii. Assigning utilities (utilities do not have to add up to 1) 2 www.notesolution.com
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