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Thinking and Deciding

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250 NORMATIVE THEORY OF CHOICE UNDER UNCERTAINTY<br />

200 <strong>and</strong> 310 in state A just offsets the difference between 100 <strong>and</strong> 0 in state B,<br />

in terms of achieving your goals. This takes into account both your utility for the<br />

money <strong>and</strong> your personal probability for states A <strong>and</strong> B. Likewise, indifference<br />

between W <strong>and</strong> X (lower left) implies that the difference between 400 <strong>and</strong> 540 in<br />

state A just offsets the difference between 100 <strong>and</strong> 0 in state B. If, as assumed,<br />

you are basing these judgments on goal achievement, then we can conclude that the<br />

difference between 200 <strong>and</strong> 310 matters just as much as the difference between 400<br />

<strong>and</strong> 540 in terms of your goals, because they both offset the same thing. We are, in<br />

essence, using the 100–0 difference in B as a measuring stick to mark off units in<br />

state A.<br />

Now suppose that you are indifferent between U ′ <strong>and</strong> V ′ (upper right). This<br />

means that the difference between 205 <strong>and</strong> 100 in state B just offsets the difference<br />

between 200 <strong>and</strong> 310 in state A. So it must also offset the difference between 400<br />

<strong>and</strong> 540 in state A (lower right). You must be indifferent here too. If you are not<br />

indifferent, then we cannot assign utilities to outcomes consistently. If you are, it<br />

turns out, then we can assign probabilities to states <strong>and</strong> utilities to outcomes in a way<br />

that is consistent with expected-utility theory.<br />

Note that we are also assuming that the idea of differences in goal achievement is<br />

meaningful. But it must be meaningful if we are to make such choices at all in terms<br />

of goal achievement. For example, if states A <strong>and</strong> B are equally likely, then any<br />

choice between U <strong>and</strong> V must depend on which difference is larger, the difference<br />

between the outcomes in A (which favor option V ) or the difference between the<br />

outcomes in B (which favor U). It makes sense to say that the difference between<br />

200 to 310 has as much of an effect on the achievement of your goals as the difference<br />

between 0 <strong>and</strong> 100.<br />

The utility of money<br />

Let us apply expected-utility theory to gambles that involve money. In analyzing<br />

money gambles, we may think that we ought to choose on the basis of expected<br />

(monetary) value, for we may assume that the utility of money is the same as its<br />

monetary value. This, as we shall see, is not true, since it neglects an important<br />

factor; but let us assume, for the moment, that the expected utility of a gamble is<br />

simply its expected value.<br />

If I offer you a chance to win $4 if a coin comes up heads on two out of two<br />

tosses, the expected value of this gamble is $1 (since there is a .25 probability that<br />

both tosses will be heads, <strong>and</strong> .25 · $4 is $1). Therefore, you ought to have no<br />

preference between $1 <strong>and</strong> this gamble. Taking this argument one step farther, you<br />

even ought to be willing to pay me any amount less than $1 for a chance to play the<br />

gamble. If you have a ticket allowing you to play the gamble, you ought to be willing<br />

to sell it for any amount over $1.<br />

Most people would not pay anything close to $1 to play this game, <strong>and</strong> many<br />

would sell it for less than $1, given the chance. It does not seem to be the case that

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