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<title>Cardinal utility</title>
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<span id="openzim-page-title" class="mw-page-title-main"><span class="mw-page-title-main">Cardinal utility</span></span>
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<p>In <a href="Economics" title="Economics">economics</a>, a <b>cardinal utility</b> expresses not only which of two outcomes is preferred, but also the <b>intensity of preferences</b>, i.e. <i>how much</i> better or worse one outcome is compared to another.<sup id="cite_ref-1" class="reference"><a href="#cite_note-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup>
</p><p>In <a href="Consumer_choice" title="Consumer choice">consumer choice theory</a>, economists originally attempted to replace cardinal utility with the apparently weaker concept of <a href="Ordinal_utility" title="Ordinal utility">ordinal utility</a>. Cardinal utility appears to impose the assumption that <a href="Interval_scale" class="mw-redirect" title="Interval scale">levels of absolute satisfaction exist</a>, so magnitudes of increments to satisfaction can be compared across different situations. However, economists in the 1940s proved that under mild conditions, ordinal utilities imply cardinal utilities. This result is now known as the <a href="Von_Neumann%E2%80%93Morgenstern_utility_theorem" title="Von Neumann–Morgenstern utility theorem">von Neumann–Morgenstern utility theorem</a>; many similar <a href="Utility_representation_theorem" title="Utility representation theorem">utility representation theorems</a> exist in other contexts.
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<div class="mw-heading mw-heading2"><h2 id="History">History</h2></div>
<p>In 1738, <a href="Daniel_Bernoulli" title="Daniel Bernoulli">Daniel Bernoulli</a> was the first to theorize about the marginal value of money. He assumed that the value of an additional amount is inversely proportional to the pecuniary possessions which a person already owns. Since Bernoulli tacitly assumed that an interpersonal measure for the utility reaction of different persons can be discovered, he was then inadvertently using an early conception of cardinality.<sup id="cite_ref-2" class="reference"><a href="#cite_note-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup>
</p><p>Bernoulli's imaginary <a href="Logarithmic_scale" title="Logarithmic scale">logarithmic</a> utility function and Gabriel Cramer's <span class="texhtml"><i>U</i>&nbsp;=&nbsp;<i>W</i><sup>1/2</sup></span> function were conceived at the time not for a theory of demand but to solve the <a href="St._Petersburg_paradox" title="St. Petersburg paradox">St.&nbsp;Petersburg's game</a>. Bernoulli assumed that "a poor man generally obtains more utility than a rich man from an equal gain"<sup id="cite_ref-3" class="reference"><a href="#cite_note-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> an approach that is more profound than the simple mathematical expectation of money as it involves a law of <i>moral expectation</i>.
</p><p>Early theorists of <a href="Utility" title="Utility">utility</a> considered that it had physically quantifiable attributes. They thought that utility behaved like the magnitudes of distance or time, in which the simple use of a ruler or stopwatch resulted in a distinguishable measure. "Utils" was the name actually given to the units in a utility scale.
</p><p>In the <a href="Victorian_era" title="Victorian era">Victorian era</a> many aspects of life were succumbing to quantification.<sup id="cite_ref-4" class="reference"><a href="#cite_note-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup> The theory of utility soon began to be applied to moral-philosophy discussions. The essential idea in <a href="Utilitarianism" title="Utilitarianism">utilitarianism</a> is to judge people's decisions by looking at their change in utils and measure whether they are better off. The main forerunner of the utilitarian principles since the end of the 18th century was <a href="Jeremy_Bentham" title="Jeremy Bentham">Jeremy Bentham</a>, who believed that utility could be measured by some complex introspective examination and that it should guide the design of social policies and laws. For Bentham a scale of pleasure has as a unit of intensity "the degree of intensity possessed by that pleasure which is the faintest of any that can be distinguished to be pleasure";<sup id="cite_ref-Stigler,_George_1950_5-0" class="reference"><a href="#cite_note-Stigler,_George_1950-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> he also stated that as these pleasures increase in intensity, higher and higher numbers could represent them.<sup id="cite_ref-Stigler,_George_1950_5-1" class="reference"><a href="#cite_note-Stigler,_George_1950-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> In the 18th and 19th centuries utility's measurability received plenty of attention from European schools of political economy, most notably through the work of <a href="Marginalism" title="Marginalism">marginalists</a> (e.g., <a href="William_Jevons" class="mw-redirect" title="William Jevons">William Stanley Jevons</a>,<sup id="cite_ref-6" class="reference"><a href="#cite_note-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> <a href="L%C3%A9on_Walras" title="Léon Walras">Léon Walras</a>, <a href="Alfred_Marshall" title="Alfred Marshall">Alfred Marshall</a>). However, neither of them offered solid arguments to support the assumption of measurability. In Jevon's case he added to the later editions of his work a note on the difficulty of estimating utility with accuracy.<sup id="cite_ref-Stigler,_George_1950_5-2" class="reference"><a href="#cite_note-Stigler,_George_1950-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> Walras, too, struggled for many years before he could even attempt to formalize the assumption of measurability.<sup id="cite_ref-7" class="reference"><a href="#cite_note-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup> Marshall was ambiguous about the measurability of hedonism because he adhered to its psychological-hedonistic properties but he also argued that it was "unrealistical" to do so.<sup id="cite_ref-8" class="reference"><a href="#cite_note-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup>
</p><p>Supporters of cardinal utility theory in the 19th century suggested that market prices reflect utility, although they did not say much about their compatibility (i.e., prices being objective while utility is subjective). Accurately measuring subjective <a href="Pleasure" title="Pleasure">pleasure</a> (or <a href="Pain" title="Pain">pain</a>) seemed awkward, as the thinkers of the time were surely aware. They renamed utility in imaginative ways such as <i>subjective wealth</i>, <i>overall happiness</i>, <i>moral worth</i>, <i>psychic satisfaction</i>, or <span title="French-language text"><i lang="fr">ophélimité</i></span>. During the second half of the 19th century many studies related to this fictional magnitude—utility—were conducted, but the conclusion was always the same: it proved impossible to definitively say whether a good is worth 50, 75, or 125 utils to a person, or to two different people. Moreover, the mere dependence of utility on notions of <a href="Hedonism" title="Hedonism">hedonism</a> led academic circles to be skeptical of this theory.<sup id="cite_ref-9" class="reference"><a href="#cite_note-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup>
</p><p><a href="Francis_Edgeworth" class="mw-redirect" title="Francis Edgeworth">Francis Edgeworth</a> was also aware of the need to ground the theory of utility into the real world. He discussed the quantitative estimates that a person can make of his own pleasure or the pleasure of others, borrowing methods developed in psychology to study hedonic measurement: <a href="Psychophysics" title="Psychophysics">psychophysics</a>. This field of psychology was built on work by <a href="Ernst_H._Weber" class="mw-redirect" title="Ernst H. Weber">Ernst H. Weber</a>, but around the time of World War I, psychologists grew discouraged of it.<sup id="cite_ref-Collander,_David_2007_10-0" class="reference"><a href="#cite_note-Collander,_David_2007-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-11" class="reference"><a href="#cite_note-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup>
</p><p>In the late 19th century, <a href="Carl_Menger" title="Carl Menger">Carl Menger</a> and his followers from the <a href="Austrian_school" class="mw-redirect" title="Austrian school">Austrian school of economics</a> undertook the first successful departure from measurable utility, in the clever form of a theory of ranked uses. Despite abandoning the thought of quantifiable utility (i.e. psychological satisfaction mapped into the set of real numbers) Menger managed to establish a body of hypothesis about decision-making, resting solely on a few axioms of ranked preferences over the possible uses of goods and services. His numerical examples are "illustrative of ordinal, not cardinal, relationships".<sup id="cite_ref-12" class="reference"><a href="#cite_note-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup>
</p><p>However, there are other interpretations of Carl Menger's work. Ivan Moscati and J. Huston McCulloch argue that Menger was a classical cardinalist, as his numerical examples are not merely illustrative but represent explicit arithmetic proportions of value between economic goods.<sup id="cite_ref-13" class="reference"><a href="#cite_note-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-14" class="reference"><a href="#cite_note-14"><span class="cite-bracket">[</span>14<span class="cite-bracket">]</span></a></sup> Arithmetic proportions, sums, and multiplications are inherently cardinal and do not exist in an ordinal paradigm. Menger also explicitly states the following: <i>"Only the satisfaction of our needs has direct and immediate significance to us. In each concrete instance, this significance is measured by the importance of the various satisfactions for our lives and well-being. We next attribute the <b>exact quantitative magnitude</b> of this importance to the specific goods on which we are conscious of being directly dependent for the satisfactions in question"</i><sup id="cite_ref-15" class="reference"><a href="#cite_note-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup>
</p><p>Around the turn of the 19th century <a href="Neoclassical_school_of_economics" class="mw-redirect" title="Neoclassical school of economics">neoclassical economists</a> started to embrace alternative ways to deal with the measurability issue. By 1900, <a href="Vilfredo_Pareto" title="Vilfredo Pareto">Pareto</a> was hesitant about accurately measuring pleasure or pain because he thought that such a self-reported subjective magnitude lacked scientific validity. He wanted to find an alternative way to treat utility that did not rely on erratic perceptions of the senses.<sup id="cite_ref-teaching.ust.hk_16-0" class="reference"><a href="#cite_note-teaching.ust.hk-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup> Pareto's main contribution to ordinal utility was to assume that higher indifference curves have greater utility, but how much greater does not need to be specified to obtain the result of increasing marginal rates of substitution.
</p><p>The works and manuals of Vilfredo Pareto, Francis Edgeworth, <a href="Irving_Fischer" class="mw-redirect" title="Irving Fischer">Irving Fischer</a>, and <a href="Eugene_Slutsky" class="mw-redirect" title="Eugene Slutsky">Eugene Slutsky</a> departed from cardinal utility and served as pivots for others to continue the trend on ordinality. According to Viner,<sup id="cite_ref-17" class="reference"><a href="#cite_note-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup> these economic thinkers came up with a theory that explained the negative slopes of demand curves. Their method avoided the measurability of utility by constructing some abstract <a href="Indifference_curve#Map_and_properties" title="Indifference curve">indifference curve map</a>.
</p><p>During the first three decades of the 20th century, economists from Italy and Russia became familiar with the Paretian idea that utility does not need to be cardinal. According to Schultz,<sup id="cite_ref-18" class="reference"><a href="#cite_note-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup> by 1931 the idea of ordinal utility was not yet embraced by American economists. The breakthrough occurred when a theory of <a href="Ordinal_utility" title="Ordinal utility">ordinal utility</a> was put together by <a href="John_Hicks" title="John Hicks">John Hicks</a> and <a href="R._G._D._Allen" title="R. G. D. Allen">Roy Allen</a> in 1934.<sup id="cite_ref-19" class="reference"><a href="#cite_note-19"><span class="cite-bracket">[</span>19<span class="cite-bracket">]</span></a></sup> In fact pages 54–55 from this paper contain the first use ever of the term "cardinal utility".<sup id="cite_ref-Mos_20-0" class="reference"><a href="#cite_note-Mos-20"><span class="cite-bracket">[</span>20<span class="cite-bracket">]</span></a></sup> The first treatment of a class of utility functions preserved by affine transformations, though, was made in 1934 by Oskar Lange.<sup id="cite_ref-21" class="reference"><a href="#cite_note-21"><span class="cite-bracket">[</span>21<span class="cite-bracket">]</span></a></sup>
</p><p>In 1944 Frank Knight argued extensively for cardinal utility. In the decade of 1960 Parducci studied human judgements of magnitudes and suggested a range-frequency theory.<sup id="cite_ref-22" class="reference"><a href="#cite_note-22"><span class="cite-bracket">[</span>22<span class="cite-bracket">]</span></a></sup> Since the late 20th century economists are having a renewed interest in the measurement issues of <a href="Happiness_economics" title="Happiness economics">happiness</a>.<sup id="cite_ref-23" class="reference"><a href="#cite_note-23"><span class="cite-bracket">[</span>23<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-24" class="reference"><a href="#cite_note-24"><span class="cite-bracket">[</span>24<span class="cite-bracket">]</span></a></sup> This field has been developing methods, surveys and indices to measure happiness.
</p><p>Several properties of cardinal utility functions can be derived using tools from <a href="Measure_theory" class="mw-redirect" title="Measure theory">measure theory</a> and <a href="Set_theory" title="Set theory">set theory</a>.
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<div class="mw-heading mw-heading3"><h3 id="Measurability">Measurability</h3></div>
<p>A utility function is considered to be measurable, if the strength of preference or intensity of liking of a good or service is determined with precision by the use of some objective criteria. For example, suppose that eating an apple gives to a person exactly half the pleasure of that of eating an orange. This would be a measurable utility if and only if the test employed for its direct measurement is based on an objective criterion that could let any external observer repeat the results accurately.<sup id="cite_ref-25" class="reference"><a href="#cite_note-25"><span class="cite-bracket">[</span>25<span class="cite-bracket">]</span></a></sup> One hypothetical way to achieve this would be by the use of a <a href="Hedonometer" title="Hedonometer">hedonometer</a>, which was the instrument suggested by Edgeworth to be capable of registering the height of pleasure experienced by people, diverging according to a law of errors.<sup id="cite_ref-Collander,_David_2007_10-1" class="reference"><a href="#cite_note-Collander,_David_2007-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup>
</p><p>Before the 1930s, the measurability of utility functions was erroneously labeled as cardinality by economists. A different meaning of cardinality was used by economists who followed the formulation of Hicks-Allen, where two cardinal utility functions are considered the same if they preserve <a href="Preference_(economics)" title="Preference (economics)">preference</a> orderings uniquely up to positive <a href="Affine_transformation" title="Affine transformation">affine transformations</a>.<sup id="cite_ref-Ellsberg,_Daniel_1954_26-0" class="reference"><a href="#cite_note-Ellsberg,_Daniel_1954-26"><span class="cite-bracket">[</span>26<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-27" class="reference"><a href="#cite_note-27"><span class="cite-bracket">[</span>27<span class="cite-bracket">]</span></a></sup> Around the end of the 1940s, some economists even rushed to argue that von Neumann–Morgenstern axiomatization of expected utility had resurrected measurability.<sup id="cite_ref-teaching.ust.hk_16-1" class="reference"><a href="#cite_note-teaching.ust.hk-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup>
</p><p>The confusion between cardinality and measurability was not to be solved until the works of <a href="Armen_Alchian" title="Armen Alchian">Armen Alchian</a>,<sup id="cite_ref-www2.uah.es_28-0" class="reference"><a href="#cite_note-www2.uah.es-28"><span class="cite-bracket">[</span>28<span class="cite-bracket">]</span></a></sup> William Baumol,<sup id="cite_ref-29" class="reference"><a href="#cite_note-29"><span class="cite-bracket">[</span>29<span class="cite-bracket">]</span></a></sup> and John Chipman.<sup id="cite_ref-Chipman,_John_1960_30-0" class="reference"><a href="#cite_note-Chipman,_John_1960-30"><span class="cite-bracket">[</span>30<span class="cite-bracket">]</span></a></sup> The title of Baumol's paper, "The cardinal utility which is ordinal", expressed well the semantic mess of the literature at the time.
</p><p>It is helpful to consider the same problem as it appears in the construction of <a href="Level_of_measurement" title="Level of measurement">scales of measurement</a> in the natural sciences.<sup id="cite_ref-31" class="reference"><a href="#cite_note-31"><span class="cite-bracket">[</span>31<span class="cite-bracket">]</span></a></sup> In the case of <a href="Temperature" title="Temperature">temperature</a> there are two <i>degrees of freedom</i> for its measurement&nbsp;– the choice of unit and the zero. Different temperature scales map its intensity in different ways. In the <a href="Celsius_scale" class="mw-redirect" title="Celsius scale">celsius scale</a> the zero is chosen to be the point where water freezes, and likewise, in cardinal utility theory one would be tempted to think that the choice of zero would correspond to a good or service that brings exactly 0 utils. However this is not necessarily true. The mathematical index remains cardinal, even if the zero gets moved arbitrarily to another point, or if the choice of scale is changed, or if both the scale and the zero are changed. Every measurable entity maps into a cardinal function but not every cardinal function is the result of the mapping of a measurable entity. The point of this example was used to prove that (as with temperature) it is still possible to predict something about the combination of two values of some utility function, even if the utils get transformed into entirely different numbers, as long as it remains a linear transformation.
</p><p>Von Neumann and Morgenstern stated that the question of measurability of physical quantities was dynamic. For instance, temperature was originally a number only up to any monotone transformation, but the development of the ideal-gas-thermometry led to transformations in which the absolute zero and absolute unit were missing. Subsequent developments of thermodynamics even fixed the absolute zero so that the transformation system in thermodynamics consists only of the multiplication by constants. According to Von Neumann and Morgenstern (1944, p.&nbsp;23), "For utility the situation seems to be of a similar nature [to temperature]".
</p><p>The following quote from Alchian served to clarify once and for all the real nature of utility functions:
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</style><blockquote class="templatequote"><p>Can we assign a set of numbers (measures) to the various entities and predict that the entity with the largest assigned number (measure) will be chosen? If so, we could christen this measure "utility" and then assert that choices are made so as to maximize utility. It is an easy step to the statement that "you are maximizing your utility", which says no more than that your choice is predictable according to the size of some assigned numbers. For analytical convenience it is customary to postulate that an individual seeks to maximize something subject to some constraints. The thing &nbsp;– or numerical measure of the "thing"&nbsp;– which he seeks to maximize is called "utility". Whether or not utility is of some kind glow or warmth, or happiness, is here irrelevant; all that counts is that we can assign numbers to entities or conditions which a person can strive to realize. Then we say the individual seeks to maximize some function of those numbers. Unfortunately, the term "utility" has by now acquired so many connotations, that it is difficult to realize that for present purposes utility has no more meaning than this.</p></blockquote><div class="templatequotecite"><p style="display: inline; padding-left: 2.3em;">— <a href="Armen_Alchian" title="Armen Alchian">Armen Alchian</a>, The meaning of utility measurement<sup id="cite_ref-www2.uah.es_28-1" class="reference"><a href="#cite_note-www2.uah.es-28"><span class="cite-bracket">[</span>28<span class="cite-bracket">]</span></a></sup></p></div>
<div class="mw-heading mw-heading3"><h3 id="Order_of_preference">Order of preference</h3></div>
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</style><div role="note" class="hatnote navigation-not-searchable">Further information: <a href="Preference_(economics)" title="Preference (economics)">Preference (economics)</a></div>
<p>In 1955 <a href="Patrick_Suppes" title="Patrick Suppes">Patrick Suppes</a> and Muriel Winet solved the issue of the representability of preferences by a cardinal utility function and derived the set of axioms and primitive characteristics required for this utility index to work.<sup id="cite_ref-32" class="reference"><a href="#cite_note-32"><span class="cite-bracket">[</span>32<span class="cite-bracket">]</span></a></sup>
</p><p>Suppose an agent is asked to rank his preferences of <span class="texhtml"><i>A</i></span> relative to <span class="texhtml"><i>B</i></span> and his preferences of <span class="texhtml"><i>B</i></span> relative to <span class="texhtml"><i>C</i></span>. If he finds that he can state, for example, that his degree of preference of <span class="texhtml"><i>A</i></span> to <span class="texhtml"><i>B</i></span> exceeds his degree of preference of <span class="texhtml"><i>B</i></span> to <span class="texhtml"><i>C</i></span>, we could summarize this information by any triplet of numbers satisfying the two inequalities: <span class="texhtml"><i>U<sub>A</sub></i> &gt; <i>U<sub>B</sub></i> &gt; <i>U<sub>C</sub></i></span> and <span class="texhtml"><i>U<sub>A</sub></i> − <i>U<sub>B</sub></i> &gt; <i>U<sub>B</sub></i> − <i>U<sub>C</sub></i></span>.
</p><p>If <span class="texhtml mvar" style="font-style:italic;">A</span> and <span class="texhtml mvar" style="font-style:italic;">B</span> were sums of money, the agent could vary the sum of money represented by <span class="texhtml mvar" style="font-style:italic;">B</span> until he could tell us that he found his degree of preference of <span class="texhtml mvar" style="font-style:italic;">A</span> over the revised amount <span class="texhtml"><i>B</i>′</span> equal to his degree of preference of <span class="texhtml"><i>B</i>′</span> over <span class="texhtml mvar" style="font-style:italic;">C</span>. If he finds such a <span class="texhtml"><i>B</i>′</span>, then the results of this last operation would be expressed by any triplet of numbers satisfying the relationships <span class="texhtml"><i>U<sub>A</sub></i> &gt; <i>U</i><sub><i>B</i>′</sub> &gt; <i>U<sub>C</sub></i> </span> and <span class="texhtml"><i>U<sub>A</sub></i> − <i>U</i><sub><i>B</i>′</sub> = <i>U</i><sub><i>B</i>′</sub> − <i>U<sub>C</sub></i></span>. Any two triplets obeying these relationships must be related by a linear transformation; they represent utility indices differing only by scale and origin. In this case, "cardinality" means nothing more being able to give consistent answers to these particular questions. This experiment does not require measurability of utility. <a href="Itzhak_Gilboa" title="Itzhak Gilboa">Itzhak Gilboa</a> gives a sound explanation of why measurability can never be attained solely by <a href="Introspection" title="Introspection">introspection</a>:
</p>
<blockquote class="templatequote"><p>It might have happened to you that you were carrying a pile of papers, or clothes, and didn't notice that you dropped a few. The decrease in the total weight you were carrying was probably not large enough for you to notice. Two objects may be too close in terms of weight for us to notice the difference between them. This problem is common to perception in all our senses. If I ask whether two rods are of the same length or not, there are differences that will be too small for you to notice. The same would apply to your perception of sound (volume, pitch), light, temperature, and so forth...</p></blockquote><div class="templatequotecite"><p style="display: inline; padding-left: 2.3em;">— Itzhak Gilboa, Theory of decision under uncertainty<sup id="cite_ref-33" class="reference"><a href="#cite_note-33"><span class="cite-bracket">[</span>33<span class="cite-bracket">]</span></a></sup></p></div>
<p>According to this view, those situations where a person just cannot tell the difference between <span class="texhtml mvar" style="font-style:italic;">A</span> and <span class="texhtml mvar" style="font-style:italic;">B</span> will lead to indifference not because of a consistency of preferences, but because of a misperception of the senses. Moreover, human senses adapt to a given level of stimulation and then register changes from that baseline.<sup id="cite_ref-34" class="reference"><a href="#cite_note-34"><span class="cite-bracket">[</span>34<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="Construction">Construction</h2></div>
<p>Suppose a certain agent has a preference ordering over random outcomes (lotteries). If the agent can be queried about his preferences, it is possible to construct a cardinal utility function that represents these preferences. This is the core of the <a href="Von_Neumann%E2%80%93Morgenstern_utility_theorem#construction" title="Von Neumann–Morgenstern utility theorem">von Neumann–Morgenstern utility theorem</a>.
</p>
<div class="mw-heading mw-heading2"><h2 id="Applications">Applications</h2></div>
<div class="mw-heading mw-heading3"><h3 id="Welfare_economics">Welfare economics</h3></div>
<p>Among welfare economists of the utilitarian school it has been the general tendency to take satisfaction (in some cases, pleasure) as the unit of welfare. If the function of welfare economics is to contribute data which will serve the social philosopher or the statesman in the making of welfare judgments, this tendency leads perhaps, to a hedonistic ethics.<sup id="cite_ref-35" class="reference"><a href="#cite_note-35"><span class="cite-bracket">[</span>35<span class="cite-bracket">]</span></a></sup>
</p><p>Under this framework, actions (including production of goods and provision of services) are judged by their contributions to the subjective wealth of people. In other words, it provides a way of judging the "greatest good to the greatest number of persons". An act that reduces one person's utility by 75 utils while increasing two others' by 50 utils each has increased overall utility by 25 utils and is thus a positive contribution; one that costs the first person 125 utils while giving the same 50 each to two other people has resulted in a net loss of 25 utils.
</p><p>If a class of utility functions is cardinal, intrapersonal comparisons of utility differences are allowed. If, in addition, some comparisons of utility are meaningful interpersonally, the linear transformations used to produce the class of utility functions must be restricted across people. An example is cardinal unit comparability. In that information environment, admissible transformations are increasing affine functions and, in addition, the scaling factor must be the same for everyone. This information assumption allows for interpersonal comparisons of utility differences, but utility levels cannot be compared interpersonally because the intercept of the affine transformations may differ across people.<sup id="cite_ref-36" class="reference"><a href="#cite_note-36"><span class="cite-bracket">[</span>36<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Marginalism">Marginalism</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Further information: <a href="Marginal_utility" title="Marginal utility">Marginal utility</a></div>
<ul><li>Under cardinal utility theory, the <i>sign</i> of the marginal utility of a good is the same for all the numerical representations of a particular preference structure.</li>
<li>The <i>magnitude</i> of the marginal utility is not the same for all cardinal utility indices representing the same specific preference structure.</li>
<li>The <i>sign</i> of the second <a href="Derivative" title="Derivative">derivative</a> of a differentiable utility function that is cardinal, is the same for all the numerical representations of a particular preference structure. Given that this is usually a negative sign, there is room for a <i>law of diminishing marginal utility</i> in cardinal utility theory.</li>
<li>The <i>magnitude</i> of the second derivative of a differentiable utility function is not the same for all cardinal utility indices representing the same specific preference structure.</li></ul>
<div class="mw-heading mw-heading3"><h3 id="Expected_utility_theory">Expected utility theory</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Further information: <a href="Expected_utility_theory" class="mw-redirect" title="Expected utility theory">Expected utility theory</a></div>
<p>This type of indices involves choices under risk. In this case, <span class="texhtml"><i>A</i>, <i>B</i></span>, and <span class="texhtml"><i>C</i></span>, are <a href="Lottery_(probability)" class="mw-redirect" title="Lottery (probability)">lotteries</a> associated with outcomes. Unlike cardinal utility theory under certainty, in which the possibility of moving from preferences to quantified utility was almost trivial, here it is paramount to be able to map preferences into the set of real numbers, so that the operation of mathematical expectation can be executed. Once the mapping is done, the introduction of additional assumptions would result in a consistent behavior of people regarding fair bets. But fair bets are, by definition, the result of comparing a gamble with an expected value of zero to some other gamble. Although it is impossible to model attitudes toward risk if one doesn't quantify utility, the theory should not be interpreted as measuring strength of preference under certainty.<sup id="cite_ref-37" class="reference"><a href="#cite_note-37"><span class="cite-bracket">[</span>37<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Construction_of_the_utility_function">Construction of the utility function</h3></div>
<p>Suppose that certain outcomes are associated with three states of nature, so that <i>x</i><sub>3</sub> is preferred over <i>x</i><sub>2</sub> which in turn is preferred over <i>x</i><sub>1</sub>; this set of outcomes, <span class="texhtml"><i>X</i></span>, can be assumed to be a calculable money-prize in a controlled game of chance, unique up to one positive proportionality factor depending on the currency unit.
</p><p>Let <span class="texhtml"><i>L</i><sub>1</sub></span> and <span class="texhtml"><i>L</i><sub>2</sub></span> be two lotteries with probabilities <i>p</i><sub>1</sub>, <i>p</i><sub>2</sub>, and <i>p</i><sub>3</sub> of <i>x</i><sub>1</sub>, <i>x</i><sub>2</sub>, and <i>x</i><sub>3</sub> respectively being
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle L_{1}=(0.6,0,0.4),}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>L</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>1</mn>
</mrow>
</msub>
<mo>=</mo>
<mo stretchy="false">(</mo>
<mn>0.6</mn>
<mo>,</mo>
<mn>0</mn>
<mo>,</mo>
<mn>0.4</mn>
<mo stretchy="false">)</mo>
<mo>,</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle L_{1}=(0.6,0,0.4),}</annotation>
</semantics>
</math></span><img src="./984ae9c04c1f34dee5681b55793d1794760dff96.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:17.366ex; height:2.843ex;" alt="{\displaystyle L_{1}=(0.6,0,0.4),}" loading="lazy"></span></dd>
<dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle L_{2}=(0,1,0)\ .}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>L</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msub>
<mo>=</mo>
<mo stretchy="false">(</mo>
<mn>0</mn>
<mo>,</mo>
<mn>1</mn>
<mo>,</mo>
<mn>0</mn>
<mo stretchy="false">)</mo>
<mtext>&nbsp;</mtext>
<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle L_{2}=(0,1,0)\ .}</annotation>
</semantics>
</math></span><img src="./bff9fb059bb80000f76b02a7861cf4fbf2ac7821.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:14.328ex; height:2.843ex;" alt="{\displaystyle L_{2}=(0,1,0)\ .}" loading="lazy"></span></dd></dl>
<p>Assume that someone has the following preference structure under risk:
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle L_{1}\succ L_{2},}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msub>
<mi>L</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>1</mn>
</mrow>
</msub>
<mo>≻<!-- ≻ --></mo>
<msub>
<mi>L</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msub>
<mo>,</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle L_{1}\succ L_{2},}</annotation>
</semantics>
</math></span><img src="./0ebc57cfd90c539e7cc2c978e0d61f5347495c1a.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.671ex; width:9.019ex; height:2.509ex;" alt="{\displaystyle L_{1}\succ L_{2},}" loading="lazy"></span></dd></dl>
<p>meaning that <span class="texhtml"><i>L</i><sub>1</sub></span> is preferred over <span class="texhtml"><i>L</i><sub>2</sub></span>. By modifying the values of <span class="texhtml"><i>p</i><sub>1</sub></span> and <span class="texhtml"><i>p</i><sub>3</sub></span> in <span class="texhtml"><i>L</i><sub>1</sub></span>, eventually there will be some appropriate values (<span class="texhtml"><i>L</i><sub>1'</sub></span>) for which she is found to be indifferent between it and <span class="texhtml"><i>L</i><sub>2</sub></span>—for example
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle L_{1}'=(0.5,0,0.5).}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<msubsup>
<mi>L</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>1</mn>
</mrow>
<mo>′</mo>
</msubsup>
<mo>=</mo>
<mo stretchy="false">(</mo>
<mn>0.5</mn>
<mo>,</mo>
<mn>0</mn>
<mo>,</mo>
<mn>0.5</mn>
<mo stretchy="false">)</mo>
<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle L_{1}'=(0.5,0,0.5).}</annotation>
</semantics>
</math></span><img src="./bf730aa3278fe1389355b29996c764c03f9f8cda.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.005ex; width:17.366ex; height:3.009ex;" alt="{\displaystyle L_{1}'=(0.5,0,0.5).}" loading="lazy"></span></dd></dl>
<p>Expected utility theory tells us that
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle EU(L_{1}')=EU(L_{2})}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>E</mi>
<mi>U</mi>
<mo stretchy="false">(</mo>
<msubsup>
<mi>L</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>1</mn>
</mrow>
<mo>′</mo>
</msubsup>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mi>E</mi>
<mi>U</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>L</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msub>
<mo stretchy="false">)</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle EU(L_{1}')=EU(L_{2})}</annotation>
</semantics>
</math></span><img src="./3779282a65e57e1cd70f7ccccaedb487b92e20bf.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -1.005ex; width:19.108ex; height:3.009ex;" alt="{\displaystyle EU(L_{1}')=EU(L_{2})}" loading="lazy"></span></dd></dl>
<p>and so
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle (0.5)\times u(x_{1})+(0.5)\times u(x_{3})=1\times u(x_{2}).}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mo stretchy="false">(</mo>
<mn>0.5</mn>
<mo stretchy="false">)</mo>
<mo>×<!-- × --></mo>
<mi>u</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>x</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>1</mn>
</mrow>
</msub>
<mo stretchy="false">)</mo>
<mo>+</mo>
<mo stretchy="false">(</mo>
<mn>0.5</mn>
<mo stretchy="false">)</mo>
<mo>×<!-- × --></mo>
<mi>u</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>x</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>3</mn>
</mrow>
</msub>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mn>1</mn>
<mo>×<!-- × --></mo>
<mi>u</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>x</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>2</mn>
</mrow>
</msub>
<mo stretchy="false">)</mo>
<mo>.</mo>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle (0.5)\times u(x_{1})+(0.5)\times u(x_{3})=1\times u(x_{2}).}</annotation>
</semantics>
</math></span><img src="./2ec62752c1a7c200a15258340b17e4ab96dccd42.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:42.4ex; height:2.843ex;" alt="{\displaystyle (0.5)\times u(x_{1})+(0.5)\times u(x_{3})=1\times u(x_{2}).}" loading="lazy"></span></dd></dl>
<p>In this example from Majumdar<sup id="cite_ref-38" class="reference"><a href="#cite_note-38"><span class="cite-bracket">[</span>38<span class="cite-bracket">]</span></a></sup> fixing the zero value of the utility index such that the utility of <span class="texhtml"><i>x</i><sub>1</sub></span> is 0, and by choosing the scale so that the utility of <span class="texhtml"><i>x</i><sub>2</sub></span> equals 1, gives
</p>
<dl><dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle (0.5)\times u(x_{3})=1.}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mo stretchy="false">(</mo>
<mn>0.5</mn>
<mo stretchy="false">)</mo>
<mo>×<!-- × --></mo>
<mi>u</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>x</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>3</mn>
</mrow>
</msub>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mn>1.</mn>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle (0.5)\times u(x_{3})=1.}</annotation>
</semantics>
</math></span><img src="./3bf0dd2bc4e085876a90f1ebc5a3f96ee4345a64.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:18.052ex; height:2.843ex;" alt="{\displaystyle (0.5)\times u(x_{3})=1.}" loading="lazy"></span></dd>
<dd><span class="mwe-math-element mwe-math-element-inline"><span class="mwe-math-mathml-inline mwe-math-mathml-a11y" style="display: none;"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{\displaystyle u(x_{3})=2.}">
<semantics>
<mrow class="MJX-TeXAtom-ORD">
<mstyle displaystyle="true" scriptlevel="0">
<mi>u</mi>
<mo stretchy="false">(</mo>
<msub>
<mi>x</mi>
<mrow class="MJX-TeXAtom-ORD">
<mn>3</mn>
</mrow>
</msub>
<mo stretchy="false">)</mo>
<mo>=</mo>
<mn>2.</mn>
</mstyle>
</mrow>
<annotation encoding="application/x-tex">{\displaystyle u(x_{3})=2.}</annotation>
</semantics>
</math></span><img src="./ca3d2c8b0caa6656adecff761938dff406aaf9e5.svg" class="mwe-math-fallback-image-inline mw-invert skin-invert" aria-hidden="true" style="vertical-align: -0.838ex; width:10.431ex; height:2.843ex;" alt="{\displaystyle u(x_{3})=2.}" loading="lazy"></span></dd></dl>
<div class="mw-heading mw-heading3"><h3 id="Intertemporal_utility">Intertemporal utility</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Further information: <a href="Intertemporal_choice" title="Intertemporal choice">Intertemporal choice</a></div>
<p>Models of utility with several periods, in which people discount future values of utility, need to employ cardinalities in order to have well-behaved utility functions. According to Paul Samuelson the maximization of the discounted sum of future utilities implies that a person can rank utility differences.<sup id="cite_ref-FOOTNOTEMoscati201220_39-0" class="reference"><a href="#cite_note-FOOTNOTEMoscati201220-39"><span class="cite-bracket">[</span>39<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="Controversies">Controversies</h2></div>
<p>Some authors have commented on the misleading nature of the terms "cardinal utility" and "ordinal utility", as used in economic jargon:
</p>
<blockquote class="templatequote"><p>These terms, which seem to have been introduced by Hicks and Allen (1934), bear scant if any relation to the mathematicians' concept of ordinal and cardinal numbers; rather they are euphemisms for the concepts of order-homomorphism to the real numbers and group-homomorphism to the real numbers.</p></blockquote><div class="templatequotecite"><p style="display: inline; padding-left: 2.3em;">— John Chipman, The foundations of utility<sup id="cite_ref-Chipman,_John_1960_30-1" class="reference"><a href="#cite_note-Chipman,_John_1960-30"><span class="cite-bracket">[</span>30<span class="cite-bracket">]</span></a></sup></p></div>
<p>There remain economists who believe that utility, if it cannot be measured, at least can be approximated somewhat to provide some form of measurement, similar to how prices, which have no uniform unit to provide an actual price level, could still be indexed to provide an "inflation rate" (which is actually a level of change in the prices of weighted indexed products). These measures are not perfect but can act as a proxy for the utility. Lancaster's<sup id="cite_ref-40" class="reference"><a href="#cite_note-40"><span class="cite-bracket">[</span>40<span class="cite-bracket">]</span></a></sup> characteristics approach to consumer demand illustrates this point.
</p>
<div class="mw-heading mw-heading2"><h2 id="Comparison_between_ordinal_and_cardinal_utility_functions">Comparison between ordinal and cardinal utility functions</h2></div>
<p>The following table compares the two types of utility functions common in economics:
</p>
<table class="wikitable">

<tbody><tr>
<th></th>
<th><a href="Level_of_measurement" title="Level of measurement">Level of measurement</a></th>
<th>Represents <a href="Preference_(economics)" title="Preference (economics)">preferences</a> on</th>
<th>Unique up to</th>
<th>Existence proved by</th>
<th>Mostly used in
</th></tr>
<tr>
<td><a href="Ordinal_utility" title="Ordinal utility">Ordinal utility</a></td>
<td>Ordinal scale</td>
<td>Sure outcomes</td>
<td>Increasing <a href="Monotone_transformation" class="mw-redirect" title="Monotone transformation">monotone transformation</a></td>
<td><a href="Debreu_theorems" class="mw-redirect" title="Debreu theorems">Debreu (1954)</a></td>
<td><a href="Consumer_theory" class="mw-redirect" title="Consumer theory">Consumer theory</a> under certainty
</td></tr>
<tr>
<td>Cardinal utility</td>
<td>Interval scale</td>
<td>Random outcomes (lotteries)</td>
<td>Increasing monotone <a href="Linear_function" title="Linear function">linear transformation</a></td>
<td><a href="Von_Neumann%E2%80%93Morgenstern_utility_theorem" title="Von Neumann–Morgenstern utility theorem">Von Neumann and Morgenstern (1947)</a></td>
<td><a href="Game_theory" title="Game theory">Game theory</a>, <a href="Expected_utility_hypothesis" title="Expected utility hypothesis">choice under uncertainty</a>
</td></tr></tbody></table>
<div class="mw-heading mw-heading2"><h2 id="See_also">See also</h2></div>
<ul><li><a href="Expected_utility_theory" class="mw-redirect" title="Expected utility theory">Expected utility theory</a></li>
<li><a href="Level_of_measurement" title="Level of measurement">Level of measurement</a></li>
<li><a href="Marginal_utility" title="Marginal utility">Marginal utility</a></li>
<li><a href="Multi-attribute_utility" title="Multi-attribute utility">Multi-attribute utility</a></li>
<li><a href="Utility" title="Utility">Utility</a></li>
<li><a href="Arrow's_impossibility_theorem" title="Arrow's impossibility theorem">Arrow's impossibility theorem</a></li>
<li><a href="Majority_rule" title="Majority rule">Majority rule</a></li>
<li><a href="Storable_voting" class="mw-redirect" title="Storable voting">Storable voting</a></li></ul>
<div class="mw-heading mw-heading2"><h2 id="References">References</h2></div>
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<li id="cite_note-25"><span class="mw-cite-backlink"><b><a href="#cite_ref-25">^</a></b></span> <span class="reference-text"><cite id="CITEREFBernadelli1938" class="citation journal cs1">Bernadelli, H. (May 1938). "The End of the Marginal Utility Theory?". <i>Economica</i>. <b>5</b> (18): 196. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.2307%2F2549021">10.2307/2549021</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/2549021">2549021</a>.</cite></span>
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<li id="cite_note-Ellsberg,_Daniel_1954-26"><span class="mw-cite-backlink"><b><a href="#cite_ref-Ellsberg,_Daniel_1954_26-0">^</a></b></span> <span class="reference-text"><cite id="CITEREFEllsberg1954" class="citation journal cs1">Ellsberg, Daniel (1954). "Classic and Current Notions of 'Measurable Utility'". <i>Economic Journal</i>. <b>64</b> (255): <span class="nowrap">528–</span>556. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.2307%2F2227744">10.2307/2227744</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/2227744">2227744</a>.</cite></span>
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<li id="cite_note-27"><span class="mw-cite-backlink"><b><a href="#cite_ref-27">^</a></b></span> <span class="reference-text"><cite id="CITEREFStrotz1953" class="citation journal cs1">Strotz, Robert (1953). "Cardinal Utility". <i>American Economic Review</i>. <b>43</b> (2): <span class="nowrap">384–</span>397.</cite></span>
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<li id="cite_note-www2.uah.es-28"><span class="mw-cite-backlink">^ <a href="#cite_ref-www2.uah.es_28-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-www2.uah.es_28-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><cite id="CITEREFAlchian1953" class="citation journal cs1">Alchian, Armen A. (March 1953). <a rel="nofollow" class="external text" href="https://web.archive.org/web/20120321224736/http://www2.uah.es/econ/MicroDoct/Alchian-Utility%20Measurement_1953.pdf">"The Meaning of Utility Measurement"</a> <span class="cs1-format">(PDF)</span>. <i>American Economic Review</i>. <b>43</b> (1): <span class="nowrap">26–</span>50. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/1810289">1810289</a>. Archived from <a rel="nofollow" class="external text" href="http://www2.uah.es/econ/MicroDoct/Alchian-Utility%20Measurement_1953.pdf">the original</a> <span class="cs1-format">(PDF)</span> on 2012-03-21<span class="reference-accessdate">. Retrieved <span class="nowrap">2010-03-21</span></span>.</cite></span>
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<li id="cite_note-29"><span class="mw-cite-backlink"><b><a href="#cite_ref-29">^</a></b></span> <span class="reference-text"><cite id="CITEREFBaumol1958" class="citation journal cs1">Baumol, William (December 1958). "The Cardinal Utility Which is Ordinal". <i>Economic Journal</i>. <b>68</b> (272): <span class="nowrap">665–</span>672. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.2307%2F2227278">10.2307/2227278</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/2227278">2227278</a>.</cite></span>
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<li id="cite_note-Chipman,_John_1960-30"><span class="mw-cite-backlink">^ <a href="#cite_ref-Chipman,_John_1960_30-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-Chipman,_John_1960_30-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><cite id="CITEREFChipman1960" class="citation journal cs1">Chipman, John (April 1960). "The Foundations of Utility". <i>Econometrica</i>. <b>28</b> (2): <span class="nowrap">215–</span>216. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.2307%2F1907717">10.2307/1907717</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/1907717">1907717</a>.</cite></span>
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<li id="cite_note-31"><span class="mw-cite-backlink"><b><a href="#cite_ref-31">^</a></b></span> <span class="reference-text"><cite id="CITEREFAllen1935" class="citation journal cs1">Allen, Roy (February 1935). "A Note on the Determinateness of the Utility Function". <i>Review of Economic Studies</i>. <b>2</b> (2): <span class="nowrap">155–</span>158. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.2307%2F2967563">10.2307/2967563</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/2967563">2967563</a>.</cite></span>
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<li id="cite_note-32"><span class="mw-cite-backlink"><b><a href="#cite_ref-32">^</a></b></span> <span class="reference-text"><cite id="CITEREFSuppesWinet1955" class="citation journal cs1">Suppes, Patrick; Winet, Muriel (April 1955). <a rel="nofollow" class="external text" href="https://web.archive.org/web/20100721014253/http://suppes-corpus.stanford.edu/article.html?id=11">"An Axiomatization of Utility Based on the Notion of Utility Differences"</a>. <i>Management Science</i>. <b>1</b> (3/4): <span class="nowrap">259–</span>270. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1287%2Fmnsc.1.3-4.259">10.1287/mnsc.1.3-4.259</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/2627164">2627164</a>. Archived from <span class="id-lock-subscription" title="Paid subscription required"><a rel="nofollow" class="external text" href="http://suppes-corpus.stanford.edu/article.html?id=11">the original</a></span> on 2010-07-21<span class="reference-accessdate">. Retrieved <span class="nowrap">2010-06-10</span></span>.</cite></span>
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<li id="cite_note-33"><span class="mw-cite-backlink"><b><a href="#cite_ref-33">^</a></b></span> <span class="reference-text"><cite id="CITEREFGilboa2009" class="citation book cs1">Gilboa, Itzhak (2009). <a rel="nofollow" class="external text" href="https://web.archive.org/web/20180219002606/http://www.econ.hit-u.ac.jp/~kmkj/uncertainty/Gilboa_Lecture_Notes.pdf"><i>Theory of Decision under Uncertainty</i></a> <span class="cs1-format">(PDF)</span>. Cambridge University Press. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>978-1-1077-8251-8</bdi>. Archived from <a rel="nofollow" class="external text" href="http://www.econ.hit-u.ac.jp/~kmkj/uncertainty/Gilboa_Lecture_Notes.pdf">the original</a> <span class="cs1-format">(PDF)</span> on 2018-02-19<span class="reference-accessdate">. Retrieved <span class="nowrap">2010-03-30</span></span>.</cite></span>
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<li id="cite_note-34"><span class="mw-cite-backlink"><b><a href="#cite_ref-34">^</a></b></span> <span class="reference-text"><cite id="CITEREFPoundstone2010" class="citation book cs1">Poundstone, William (2010). <a rel="nofollow" class="external text" href="https://books.google.com/books?id=xWjTZhw1MiUC&amp;pg=PA39"><i>Priceless: The Myth of Fair Value (and How to Take Advantage of It)</i></a>. New York: Hill and Wang. p.&nbsp;39. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>978-1-4299-4393-2</bdi>.</cite></span>
</li>
<li id="cite_note-35"><span class="mw-cite-backlink"><b><a href="#cite_ref-35">^</a></b></span> <span class="reference-text"><cite id="CITEREFViner1925" class="citation journal cs1">Viner, Jacob (December 1925). "The Utility Concept in Value Theory and Its Critics II". <i>Journal of Political Economy</i>. <b>33</b> (6): <span class="nowrap">638–</span>659. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1086%2F253725">10.1086/253725</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/1822261">1822261</a>. <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a>&nbsp;<a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:222430888">222430888</a>.</cite></span>
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<li id="cite_note-36"><span class="mw-cite-backlink"><b><a href="#cite_ref-36">^</a></b></span> <span class="reference-text"><cite id="CITEREFBlackorbyBossertDonaldson2002" class="citation book cs1">Blackorby, Charles; Bossert, Walter; Donaldson, David (2002). Arrow, Kenneth; Sen, Amartya; Suzumura, Kotaru (eds.). <a rel="nofollow" class="external text" href="https://books.google.com/books?id=rh10cOpltLsC&amp;pg=PA552"><i>Utilitarianism and the Theory of Justice</i></a>. Elsevier. p.&nbsp;552. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>978-0-444-82914-6</bdi>.</cite> <span class="cs1-visible-error citation-comment"><code class="cs1-code">{{cite book}}</code>: </span><span class="cs1-visible-error citation-comment"><code class="cs1-code">|work=</code> ignored (help)</span></span>
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<li id="cite_note-37"><span class="mw-cite-backlink"><b><a href="#cite_ref-37">^</a></b></span> <span class="reference-text"><cite id="CITEREFShoemaker1982" class="citation journal cs1">Shoemaker, Paul (June 1982). "The Expected Utility Model: Its Variants, Purposes, Evidence and Limitations". <i>Journal of Economic Literature</i>. <b>20</b> (2): <span class="nowrap">529–</span>563. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/2724488">2724488</a>.</cite></span>
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<li id="cite_note-38"><span class="mw-cite-backlink"><b><a href="#cite_ref-38">^</a></b></span> <span class="reference-text"><cite id="CITEREFMajumdar1958" class="citation journal cs1">Majumdar, Tapas (February 1958). "Behaviourist Cardinalism in Utility Theory". <i>Economica</i>. <b>25</b> (97): <span class="nowrap">26–</span>33. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.2307%2F2550691">10.2307/2550691</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/2550691">2550691</a>.</cite></span>
</li>
<li id="cite_note-FOOTNOTEMoscati201220-39"><span class="mw-cite-backlink"><b><a href="#cite_ref-FOOTNOTEMoscati201220_39-0">^</a></b></span> <span class="reference-text"><a href="#CITEREFMoscati2012">Moscati (2012)</a>, p.&nbsp;20.</span>
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<li id="cite_note-40"><span class="mw-cite-backlink"><b><a href="#cite_ref-40">^</a></b></span> <span class="reference-text"><cite id="CITEREFLancaster1966" class="citation journal cs1">Lancaster, Kelvin (April 1966). <a rel="nofollow" class="external text" href="http://www.dklevine.com/archive/refs41385.pdf">"A New Approach to Consumer Theory"</a> <span class="cs1-format">(PDF)</span>. <i>Journal of Political Economy</i>. <b>74</b> (2): <span class="nowrap">132–</span>157. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1086%2F259131">10.1086/259131</a>. <a href="JSTOR_(identifier)" class="mw-redirect" title="JSTOR (identifier)">JSTOR</a>&nbsp;<a rel="nofollow" class="external text" href="https://www.jstor.org/stable/1828835">1828835</a>. <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a>&nbsp;<a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:222425622">222425622</a>.</cite></span>
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</ol></div>
<div class="mw-heading mw-heading2"><h2 id="External_links">External links</h2></div>
<ul><li><a rel="nofollow" class="external text" href="http://web.mit.edu/hauser/www/Papers/HauserShuganIntensityOR80.pdf">Intensity Measures of Consumer Preferences</a></li>
<li><a rel="nofollow" class="external text" href="https://mises.org/daily/2205">"Towards a Reconstruction of Utility and Welfare Economics"</a></li></ul></div><!--htdig_noindex--><div><div class="zim-footer">
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