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Arrow's impossibility theorem, the general possibility theorem or Arrow's paradox is an impossibility theorem in
social choice theory Social choice theory or social choice is a theoretical framework for analysis of combining individual opinions, preferences, interests, or welfares to reach a ''collective decision'' or ''social welfare'' in some sense.Amartya Sen (2008). "Soci ...
that states that when voters have three or more distinct alternatives (options), no
ranked voting The term ranked voting (also known as preferential voting or ranked choice voting) refers to any voting system in which voters rank their candidates (or options) in a sequence of first or second (or third, etc.) on their respective ballots. Ra ...
electoral system An electoral system or voting system is a set of rules that determine how elections and referendums are conducted and how their results are determined. Electoral systems are used in politics to elect governments, while non-political elections ma ...
can convert the ranked preferences of individuals into a community-wide (complete and transitive) ranking while also meeting the specified set of criteria: '' unrestricted domain'', '' non-dictatorship'', ''
Pareto efficiency Pareto efficiency or Pareto optimality is a situation where no action or allocation is available that makes one individual better off without making another worse off. The concept is named after Vilfredo Pareto (1848–1923), Italian civil engi ...
'', and ''
independence of irrelevant alternatives The independence of irrelevant alternatives (IIA), also known as binary independence or the independence axiom, is an axiom of decision theory and various social sciences. The term is used in different connotation in several contexts. Although it ...
''. The theorem is often cited in discussions of voting theory as it is further interpreted by the
Gibbard–Satterthwaite theorem In social choice theory, the Gibbard–Satterthwaite theorem is a result published independently by philosopher Allan Gibbard in 1973 and economist Mark Satterthwaite in 1975. It deals with deterministic ordinal electoral systems that choose a s ...
. The theorem is named after economist and Nobel laureate
Kenneth Arrow Kenneth Joseph Arrow (23 August 1921 – 21 February 2017) was an American economist, mathematician, writer, and political theorist. He was the joint winner of the Nobel Memorial Prize in Economic Sciences with John Hicks in 1972. In economics ...
, who demonstrated the theorem in his doctoral thesis and popularized it in his 1951 book ''
Social Choice and Individual Values Kenneth Arrow's monograph ''Social Choice and Individual Values'' (1951, 2nd ed., 1963, 3rd ed., 2012) and a theorem within it created modern social choice theory, a rigorous melding of social ethics and voting theory with an economic flavor. ...
''. The original paper was titled "A Difficulty in the Concept of Social Welfare". In short, the theorem states that no rank-order electoral system can be designed that always satisfies these three "fairness" criteria: * If every voter prefers alternative X over alternative Y, then the group prefers X over Y. * If every voter's preference between X and Y remains unchanged, then the group's preference between X and Y will also remain unchanged (even if voters' preferences between other pairs like X and Z, Y and Z, or Z and W change). * There is no "dictator": no single voter possesses the power to always determine the group's preference.
Cardinal voting Cardinal voting refers to any electoral system which allows the voter to give each candidate an independent evaluation, typically a rating or grade. These are also referred to as "rated" (ratings ballot), "evaluative", "graded", or "absolute" ...
electoral systems are not covered by the theorem, as they convey more information than rank orders. However, Gibbard's theorem and the
Duggan–Schwartz theorem The Duggan–Schwartz theorem (named after John Duggan and Thomas Schwartz) is a result about voting systems designed to choose a nonempty set of winners from the preferences of certain individuals, where each individual ranks all candidates in or ...
show that
strategic voting Strategic voting, also called tactical voting, sophisticated voting or insincere voting, occurs in voting systems when a voter votes for another candidate or party than their ''sincere preference'' to prevent an undesirable outcome. For example, ...
remains a problem. The axiomatic approach Arrow adopted can treat all conceivable rules (that are based on preferences) within one unified framework. In that sense, the approach is qualitatively different from the earlier one in voting theory, in which rules were investigated one by one. One can therefore say that the contemporary paradigm of social choice theory started from this theorem. The practical consequences of the theorem are debatable: Arrow has said "Most systems are not going to work badly all of the time. All I proved is that all can work badly at times."


Statement

The need to aggregate preferences occurs in many disciplines: in
welfare economics Welfare economics is a branch of economics that uses microeconomic techniques to evaluate well-being (welfare) at the aggregate (economy-wide) level. Attempting to apply the principles of welfare economics gives rise to the field of public ec ...
, where one attempts to find an economic outcome which would be acceptable and stable; in
decision theory Decision theory (or the theory of choice; not to be confused with choice theory) is a branch of applied probability theory concerned with the theory of making decisions based on assigning probabilities to various factors and assigning numerical ...
, where a person has to make a rational choice based on several criteria; and most naturally in
electoral system An electoral system or voting system is a set of rules that determine how elections and referendums are conducted and how their results are determined. Electoral systems are used in politics to elect governments, while non-political elections ma ...
s, which are mechanisms for extracting a governance-related decision from a multitude of voters' preferences. The framework for Arrow's theorem assumes that we need to extract a preference order on a given set of options (outcomes). Each individual in the society (or equivalently, each decision criterion) gives a particular order of preferences on the set of outcomes. We are searching for a
ranked voting The term ranked voting (also known as preferential voting or ranked choice voting) refers to any voting system in which voters rank their candidates (or options) in a sequence of first or second (or third, etc.) on their respective ballots. Ra ...
electoral system, called a ''social welfare function'' (''preference aggregation rule''), which transforms the set of preferences (''profile'' of preferences) into a single global societal preference order. Arrow's theorem says that if the decision-making body has at least two members and at least three options to decide among, then it is impossible to design a social welfare function that satisfies all these conditions (assumed to be a reasonable requirement of a fair electoral system) at once: ; Non-dictatorship: The social welfare function should account for the wishes of multiple voters. It cannot simply mimic the preferences of a single voter. ; Unrestricted domain, or universality: For any set of individual voter preferences, the social welfare function should yield a unique and complete ranking of societal choices. Thus: ;
Independence of irrelevant alternatives The independence of irrelevant alternatives (IIA), also known as binary independence or the independence axiom, is an axiom of decision theory and various social sciences. The term is used in different connotation in several contexts. Although it ...
(IIA): The social preference between x and y should depend only on the individual preferences between x and y ('' pairwise independence''). More generally, changes in individuals' rankings of ''irrelevant'' alternatives (ones outside a certain subset) should have no impact on the societal ranking of the subset. For example, if candidate ''x'' ranks socially before candidate ''y'', then ''x'' should rank socially before ''y'' even if a third candidate ''z'' is removed from participation. (See Remarks below.) ;
Monotonicity In mathematics, a monotonic function (or monotone function) is a function between ordered sets that preserves or reverses the given order. This concept first arose in calculus, and was later generalized to the more abstract setting of orde ...
, or positive association of social and individual values: If any individual modifies his or her preference order by promoting a certain option, then the societal preference order should respond only by promoting that same option or not changing, never by placing it lower than before. An individual should not be able to hurt an option by ranking it ''higher''. ; Non-imposition, or citizen sovereignty: Every possible societal preference order should be achievable by some set of individual preference orders. This means that the social welfare function is surjective: It has an unrestricted target space. A later (1963) version of Arrow's theorem replaced the monotonicity and non-imposition criteria with: ;
Pareto efficiency Pareto efficiency or Pareto optimality is a situation where no action or allocation is available that makes one individual better off without making another worse off. The concept is named after Vilfredo Pareto (1848–1923), Italian civil engi ...
, or unanimity: If every individual prefers a certain option to another, then so must the resulting societal preference order. This, again, is a demand that the social welfare function will be minimally sensitive to the preference profile. This later version is more general, having weaker conditions. The axioms of monotonicity, non-imposition, and IIA together imply Pareto efficiency, whereas Pareto efficiency (itself implying non-imposition) and IIA together do not imply monotonicity.


Independence of irrelevant alternatives (IIA)

The IIA condition has three purposes (or effects): ;Normative: Irrelevant alternatives should not matter. ;Practical: Use of minimal information. ;Strategic: Providing the right incentives for the truthful revelation of individual preferences. Though the strategic property is conceptually different from IIA, it is closely related. Arrow's death-of-a-candidate example (1963, page 26) suggests that the agenda (the set of feasible alternatives) shrinks from, say, X = to S = because of the death of candidate c. This example is misleading since it can give the reader an impression that IIA is a condition involving ''two'' agenda and ''one'' profile. The fact is that IIA involves just ''one'' agendum ( in case of pairwise independence) but ''two'' profiles. If the condition is applied to this confusing example, it requires this: Suppose an aggregation rule satisfying IIA chooses b from the agenda when the profile is given by (cab, cba), that is, individual 1 prefers c to a to b, 2 prefers c to b to a. Then, it must still choose b from if the profile were, say: (abc, bac); (acb, bca); (acb, cba); or (abc, cba). In different words, Arrow defines IIA as saying that the social preferences between alternatives x and y depend only on the individual preferences between x and y (not on those involving other candidates).


Formal statement of the theorem

Let be a set of outcomes, a number of voters or decision criteria. We shall denote the set of all full linear orderings of by . A (strict) social welfare function (preference aggregation rule) is a function : F : \mathrm^N \to \mathrm which aggregates voters' preferences into a single preference order on . An -
tuple In mathematics, a tuple is a finite ordered list (sequence) of elements. An -tuple is a sequence (or ordered list) of elements, where is a non-negative integer. There is only one 0-tuple, referred to as ''the empty tuple''. An -tuple is defi ...
of voters' preferences is called a ''preference profile''. In its strongest and simplest form, Arrow's impossibility theorem states that whenever the set of possible alternatives has more than 2 elements, then the following three conditions become incompatible: ; Unanimity, or weak Pareto efficiency: If alternative is ranked strictly higher than for all orderings , then is ranked strictly higher than by . (Unanimity implies non-imposition.) ; Non-dictatorship: There is no individual, whose strict preferences always prevail. That is, there is no such that for all and all and , when is ranked strictly higher than by then is ranked strictly higher than by . ;
Independence of irrelevant alternatives The independence of irrelevant alternatives (IIA), also known as binary independence or the independence axiom, is an axiom of decision theory and various social sciences. The term is used in different connotation in several contexts. Although it ...
: For two preference profiles and such that for all individuals , alternatives and have the same order in as in , alternatives and have the same order in as in .


Proof by the pivotal voter

Proofs using the concept of the pivotal voter originated from. The proof given here is a simplified version based on two proofs published in ''
Economic Theory Economics () is the social science that studies the production, distribution, and consumption of goods and services. Economics focuses on the behaviour and interactions of economic agents and how economies work. Microeconomics analyzes ...
''. We will prove that any social choice system respecting unrestricted domain, unanimity, and independence of irrelevant alternatives (IIA) is a dictatorship. The key idea is to identify a ''pivotal voter'' whose ballot swings the societal outcome. We then prove that this voter is a partial dictator (in a specific technical sense, described below). Finally we conclude by showing that all of the partial dictators are the same person, hence this voter is a
dictator A dictator is a political leader who possesses absolute power. A dictatorship is a state ruled by one dictator or by a small clique. The word originated as the title of a Roman dictator elected by the Roman Senate to rule the republic in tim ...
. For simplicity we have presented all rankings as if there are no ties. A complete proof taking possible ties into account is not essentially different from the one given here, except that one ought to say "not above" instead of "below" or "not below" instead of "above" in some cases. Full details are given in the original articles.


Part one: There is a "pivotal" voter for B over A

Say there are three choices for society, call them A, B, and C. Suppose first that everyone prefers option B the least: everyone prefers A to B, and everyone prefers C to B. By unanimity, society must also prefer both A and C to B. Call this situation ''profile 0''. On the other hand, if everyone preferred B to everything else, then society would have to prefer B to everything else by unanimity. Now arrange all the voters in some arbitrary but fixed order, and for each ''i'' let ''profile i'' be the same as ''profile 0'', but move B to the top of the ballots for voters 1 through ''i''. So ''profile 1'' has B at the top of the ballot for voter 1, but not for any of the others. ''Profile 2'' has B at the top for voters 1 and 2, but no others, and so on. Since B eventually moves to the top of the societal preference, there must be some profile, number ''k'', for which B ''first'' moves ''above'' A in the societal rank. We call the voter ''k'' whose ballot change causes this to happen the ''pivotal voter for B over A''. Note that the pivotal voter for B over A is not,
a priori ("from the earlier") and ("from the later") are Latin phrases used in philosophy to distinguish types of knowledge, justification, or argument by their reliance on empirical evidence or experience. knowledge is independent from current ...
, the same as the pivotal voter for A over B. In part three of the proof we will show that these do turn out to be the same. Also note that by IIA the same argument applies if ''profile 0'' is any profile in which A is ranked above B by every voter, and the pivotal voter for B over A will still be voter ''k''. We will use this observation below.


Part two: The pivotal voter for B over A is a dictator for B over C

In this part of the argument we refer to voter ''k'', the pivotal voter for B over A, as the ''pivotal voter'' for simplicity. We will show that the pivotal voter dictates society's decision for B over C. That is, we show that no matter how the rest of society votes, if ''pivotal voter'' ranks B over C, then that is the societal outcome. Note again that the dictator for B over C is not a priori the same as that for C over B. In part three of the proof we will see that these turn out to be the same too. In the following, we call voters 1 through ''k − 1'', ''segment one'', and voters ''k + 1'' through ''N'', ''segment two''. To begin, suppose that the ballots are as follows: * Every voter in segment one ranks B above C and C above A. * Pivotal voter ranks A above B and B above C. * Every voter in segment two ranks A above B and B above C. Then by the argument in part one (and the last observation in that part), the societal outcome must rank A above B. This is because, except for a repositioning of C, this profile is the same as ''profile k − 1'' from part one. Furthermore, by unanimity the societal outcome must rank B above C. Therefore, we know the outcome in this case completely. Now suppose that pivotal voter moves B above A, but keeps C in the same position and imagine that any number (even all!) of the other voters change their ballots to move B below C, without changing the position of A. Then aside from a repositioning of C this is the same as ''profile k'' from part one and hence the societal outcome ranks B above A. Furthermore, by IIA the societal outcome must rank A above C, as in the previous case. In particular, the societal outcome ranks B above C, even though Pivotal Voter may have been the ''only'' voter to rank B above C. By IIA, this conclusion holds independently of how A is positioned on the ballots, so pivotal voter is a dictator for B over C.


Part three: There exists a dictator

In this part of the argument we refer back to the original ordering of voters, and compare the positions of the different pivotal voters (identified by applying parts one and two to the other pairs of candidates). First, the pivotal voter for B over C must appear earlier (or at the same position) in the line than the dictator for B over C: As we consider the argument of part one applied to B and C, successively moving B to the top of voters' ballots, the pivot point where society ranks B above C must come at or before we reach the dictator for B over C. Likewise, reversing the roles of B and C, the pivotal voter for C over B must be at or later in line than the dictator for B over C. In short, if ''k''X/Y denotes the position of the pivotal voter for X over Y (for any two candidates X and Y), then we have shown :''k''B/C ≤ kB/A ≤ ''k''C/B. Now repeating the entire argument above with B and C switched, we also have :''k''C/B ≤ ''k''B/C. Therefore, we have :''k''B/C = kB/A = ''k''C/B and the same argument for other pairs shows that all the pivotal voters (and hence all the dictators) occur at the same position in the list of voters. This voter is the dictator for the whole election.


Proof by decisive coalitions

The above proof using pivotal voters is a newer proof. Arrow's proof used the concept of "decisive coalitions". Definition: * A subset of voters is a coalition. * A coalition is decisive over an ordered pair (x, y) iff when everyone in the coalition ranks x \succ_i y, then x \succ y overall. * A coalition is decisive iff it is decisive over all ordered pairs. The following proof is a simplification taken from (Sen, 2014) and (Rubinstein, 2012). The simplified proof uses an addition concept: * A coalition is weakly decisive over (x, y) iff when every voter i in the coalition ranks x \succ_i y, ''and'' every voter j outside the coalition ranks y \succ_i x, then x \succ y. Thenceforth assume that the social choice system satisfies unrestricted domain, Pareto efficiency, and IIA. By Pareto, the entire set of voters is decisive, thus when there are at least 3 distinct outcomes, by Group Contraction Lemma, there is a size-one decisive coalition — a dictator.


Interpretations

Although Arrow's theorem is a mathematical result, it is often expressed in a non-mathematical way with a statement such as ''no voting method is fair'', ''every ranked voting method is flawed'', or ''the only voting method that is not flawed is a dictatorship''. These statements are simplifications of Arrow's result which are not universally considered to be true. What Arrow's theorem does state is that a deterministic preferential voting mechanism—that is, one where a preference order is the only information in a vote, and any possible set of votes gives a unique result—cannot comply with all of the conditions given above simultaneously. Various theorists have suggested weakening the IIA criterion as a way out of the paradox. Proponents of ranked voting methods contend that the IIA is an unreasonably strong criterion. It is the one breached in most useful
electoral system An electoral system or voting system is a set of rules that determine how elections and referendums are conducted and how their results are determined. Electoral systems are used in politics to elect governments, while non-political elections ma ...
s. Advocates of this position point out that failure of the standard IIA criterion is trivially implied by the possibility of cyclic preferences. If voters cast ballots as follows: * 1 vote for A > B > C * 1 vote for B > C > A * 1 vote for C > A > B then the pairwise majority preference of the group is that A wins over B, B wins over C, and C wins over A: these yield
rock-paper-scissors Rock paper scissors (also known by other orderings of the three items, with "rock" sometimes being called "stone," or as Rochambeau, roshambo, or ro-sham-bo) is a hand game originating in China, usually played between two people, in which each p ...
preferences for any pairwise comparison. In this circumstance, ''any'' aggregation rule that satisfies the very basic majoritarian requirement that a candidate who receives a majority of votes must win the election, will fail the IIA criterion, if social preference is required to be transitive (or acyclic). To see this, suppose that such a rule satisfies IIA. Since majority preferences are respected, the society prefers A to B (two votes for A > B and one for B > A), B to C, and C to A. Thus a cycle is generated, which contradicts the assumption that social preference is transitive. So, what Arrow's theorem really shows is that any majority-wins electoral system is a non-trivial game, and that game theory should be used to predict the outcome of most voting mechanisms. This could be seen as a discouraging result, because a game need not have efficient equilibria; e.g., a ballot could result in an alternative nobody really wanted in the first place, yet everybody voted for.


Remark: Scalar rankings from a vector of attributes and the IIA property

The IIA property might not be satisfied in human decision-making of realistic complexity because the ''scalar'' preference ranking is effectively derived from the weighting—not usually explicit—of a ''vector'' of attributes (one book dealing with the Arrow theorem invites the reader to consider the related problem of creating a scalar measure for the track and field decathlon event—e.g. how does one make scoring 600 points in the discus event "commensurable" with scoring 600 points in the 1500 m race) and this scalar ranking can depend sensitively on the weighting of different attributes, with the tacit weighting itself affected by the context and contrast created by apparently "irrelevant" choices. Edward MacNeal discusses this sensitivity problem with respect to the ranking of "most livable city" in the chapter "Surveys" of his book ''MathSemantics: making numbers talk sense'' (1994).


Alternatives based on functions of preference profiles

In an attempt to escape from the negative conclusion of Arrow's theorem, social choice theorists have investigated various possibilities ("ways out"). This section includes approaches that deal with * aggregation rules (functions that map each preference profile into a social preference), and * other functions, such as functions that map each preference profile into an alternative. Since these two approaches often overlap, we discuss them at the same time. What is characteristic of these approaches is that they investigate various possibilities by eliminating or weakening or replacing one or more conditions (criteria) that Arrow imposed.


Infinitely many individuals

Several theorists (e.g., Fishburn and Kirman and Sondermann) point out that when one drops the assumption that there are only finitely many individuals, one can find aggregation rules that satisfy all of Arrow's other conditions. However, such aggregation rules are practically of limited interest, since they are based on
ultrafilter In the mathematical field of order theory, an ultrafilter on a given partially ordered set (or "poset") P is a certain subset of P, namely a maximal filter on P; that is, a proper filter on P that cannot be enlarged to a bigger proper filter o ...
s, highly non-constructive mathematical objects. In particular, Kirman and Sondermann argue that there is an "invisible dictator" behind such a rule. Mihara Reprinted in shows that such a rule violates algorithmic computability. These results can be seen to establish the robustness of Arrow's theorem. On the other hand, the ultrafilters (indeed, constructing them in an infinite model relies on the
axiom of choice In mathematics, the axiom of choice, or AC, is an axiom of set theory equivalent to the statement that ''a Cartesian product of a collection of non-empty sets is non-empty''. Informally put, the axiom of choice says that given any collection ...
) are inherent in finite models as well (with no need of the axiom of choice). They can be interpreted as decisive hierarchies, with the only difference that the hierarchy's top level - Arrow's dictator - always exists in a finite model but can be unattainable (= missing) in an infinite hierarchy. In the latter case, the "invisible dictator" is nothing else but the infinite decisive hierarchy itself. If desired, it can be complemented with a limit point, which then becomes a "visible dictator". Since dictators are inseparable from decisive hierarchies, the Dictatorship prohibition automatically prohibits decisive hierarchies, which is much less self-evident than the Dictatorship prohibition. See also paragraph "Relaxing the Dictatorship prohibition".


Limiting the number of alternatives

When there are only two alternatives to choose from,
May's theorem In social choice theory, May's theorem states that simple majority voting is the only anonymous, neutral, and positively responsive social choice function between two alternatives. Further, this procedure is resolute when there are an odd number o ...
shows that only simple majority rule satisfies a certain set of criteria (e.g., equal treatment of individuals and of alternatives; increased support for a winning alternative should not make it into a losing one). On the other hand, when there are at least three alternatives, Arrow's theorem points out the difficulty of collective decision making. Why is there such a sharp difference between the case of less than three alternatives and that of at least three alternatives? ''Nakamura's theorem'' (about the core of simple games) gives an answer more generally. It establishes that if the number of alternatives is less than a certain integer called the
Nakamura number In cooperative game theory and social choice theory, the Nakamura number measures the degree of rationality of preference aggregation rules (collective decision rules), such as voting rules. It is an indicator of the extent to which an aggregation ...
, then the rule in question will identify "best" alternatives without any problem; if the number of alternatives is greater or equal to the Nakamura number, then the rule will not always work, since for some profile a voting paradox (a cycle such as alternative A socially preferred to alternative B, B to C, and C to A) will arise. Since the Nakamura number of majority rule is 3 (except the case of four individuals), one can conclude from Nakamura's theorem that majority rule can deal with up to two alternatives rationally. Some super-majority rules (such as those requiring 2/3 of the votes) can have a Nakamura number greater than 3, but such rules violate other conditions given by Arrow.


Pairwise voting

A common way "around" Arrow's paradox is limiting the alternative set to two alternatives. Thus, whenever more than two alternatives should be put to the test, it seems very tempting to use a mechanism that pairs them and votes by pairs. As tempting as this mechanism seems at first glance, it is generally far from satisfying even
Pareto efficiency Pareto efficiency or Pareto optimality is a situation where no action or allocation is available that makes one individual better off without making another worse off. The concept is named after Vilfredo Pareto (1848–1923), Italian civil engi ...
, not to mention IIA. The specific order by which the pairs are decided strongly influences the outcome. This is not necessarily a bad feature of the mechanism. Many sports use the tournament mechanism—essentially a pairing mechanism—to choose a winner. This gives considerable opportunity for weaker teams to win, thus adding interest and tension throughout the tournament. This means that the person controlling the order by which the choices are paired (the agenda maker) has great control over the outcome. In any case, when viewing the entire voting process as one game, Arrow's theorem still applies.


Domain restrictions

Another approach is relaxing the universality condition, which means restricting the domain of aggregation rules. The best-known result along this line assumes "single peaked" preferences.
Duncan Black Duncan Black, FBA (23 May 1908 – 14 January 1991) was a Scottish economist who laid the foundations of social choice theory. In particular he was responsible for unearthing the work of many early political scientists, including Charles Lutw ...
has shown that if there is only one dimension on which every individual has a "single-peaked" preference, then all of Arrow's conditions are met by
majority rule Majority rule is a principle that means the decision-making power belongs to the group that has the most members. In politics, majority rule requires the deciding vote to have majority, that is, more than half the votes. It is the binary deci ...
. Suppose that there is some predetermined linear ordering of the alternative set. An individual's preference is ''single-peaked'' with respect to this ordering if he has some special place that he likes best along that line, and his dislike for an alternative grows larger as the alternative goes further away from that spot (i.e., the graph of his utility function has a single peak if alternatives are placed according to the linear ordering on the horizontal axis). For example, if voters were voting on where to set the volume for music, it would be reasonable to assume that each voter had their own ideal volume preference and that as the volume got progressively too loud or too quiet they would be increasingly dissatisfied. If the domain is restricted to profiles in which every individual has a single peaked preference with respect to the linear ordering, then ''simple'' aggregation rules, which include majority rule, have an ''acyclic'' (defined below) social preference, hence "best" alternative. In particular, when there are odd number of individuals, then the social preference becomes transitive, and the socially "best" alternative is equal to the median of all the peaks of the individuals (Black's
median voter theorem The median voter theorem is a proposition relating to ranked preference voting put forward by Duncan Black in 1948.Duncan Black, "On the Rationale of Group Decision-making" (1948). It states that if voters and policies are distributed along a one-d ...
). Under single-peaked preferences, the majority rule is in some respects the most natural voting mechanism. One can define the notion of "single-peaked" preferences on higher-dimensional sets of alternatives. However, one can identify the "median" of the peaks only in exceptional cases. Instead, we typically have the destructive situation suggested by McKelvey's Chaos Theorem: for any ''x'' and ''y'', one can find a sequence of alternatives such that ''x'' is beaten by ''x1'' by a majority, ''x1'' by ''x2'', up to ''xk'' by ''y''.


Relaxing transitivity

By relaxing the transitivity of social preferences, we can find aggregation rules that satisfy Arrow's other conditions. If we impose ''neutrality'' (equal treatment of alternatives) on such rules, however, there exists an individual who has a "veto". So the possibility provided by this approach is also very limited. First, suppose that a social preference is ''quasi-transitive'' (instead of transitive); this means that the strict preference \succ ("better than") is transitive: if x \succ y and y \succ z, then x \succ z. Then, there do exist non-dictatorial aggregation rules satisfying Arrow's conditions, but such rules are ''oligarchic''. This means that there exists a coalition L such that L is ''decisive'' (if every member in L prefers x to y, then the society prefers x to y), and each member in L ''has a veto'' (if she prefers x to y, then the society cannot prefer y to x). Second, suppose that a social preference is ''acyclic'' (instead of transitive): there do not exist alternatives x_1, \ldots, x_k that form a ''cycle'' (x_1 \succ x_2, \; x_2 \succ x_3, \; \ldots, \; x_ \succ x_k, \; x_k \succ x_1). Then, provided that there are at least as many alternatives as individuals, an aggregation rule satisfying Arrow's other conditions is ''collegial''. This means that there are individuals who belong to the intersection ("collegium") of all decisive coalitions. If there is someone who has a veto, then he belongs to the collegium. If the rule is assumed to be neutral, then it does have someone who has a veto. Finally, Brown's theorem left open the case of acyclic social preferences where the number of alternatives is less than the number of individuals. One can give a definite answer for that case using the ''Nakamura number''. See limiting the number of alternatives.


Relaxing assumption IIA

There are numerous examples of aggregation rules satisfying Arrow's conditions except IIA. The Borda rule is one of them. These rules, however, are susceptible to ''strategic manipulation'' by individuals. See also Interpretations of the theorem above.


Relaxing the Pareto criterion

Wilson (1972) shows that if an aggregation rule is non-imposed and non-null, then there is either a dictator or an inverse dictator, provided that Arrow's conditions other than Pareto are also satisfied. Here, an ''inverse dictator'' is an individual ''i'' such that whenever ''i'' prefers ''x'' to ''y'', then the society prefers ''y'' to ''x''.
Amartya Sen Amartya Kumar Sen (; born 3 November 1933) is an Indian economist and philosopher, who since 1972 has taught and worked in the United Kingdom and the United States. Sen has made contributions to welfare economics, social choice theory, econom ...
offered both relaxation of transitivity and removal of the Pareto principle. He demonstrated another interesting impossibility result, known as the "impossibility of the Paretian Liberal" (see
liberal paradox The liberal paradox, also Sen paradox or Sen's paradox, is a logical paradox proposed by Amartya Sen which shows that no means of aggregating individual preferences into a single, social choice, can simultaneously fulfill the following, seemingly ...
for details). Sen went on to argue that this demonstrates the futility of demanding Pareto optimality in relation to voting mechanisms.


Relaxing the dictatorship prohibition

Andranik Tangian Andranik Semovich Tangian (Melik-Tangyan) (Russian: Андраник Семович Тангян (Мелик-Тангян)); born March 29, 1952) is a Soviet Armenian-German mathematician, political economist and music theorist. Tangian is known ...
(2010) introduced measures of dictator's "representativeness", for instance, the "popularity index" defined as the average size of the social group whose pairwise preferences are shared (that is, represented) by the dictator, averaged over all pairs of alternatives and all preference profiles. It was shown that there always exist "good" Arrow's dictators who on the average represent a majority. Since they are rather representatives of the society - like democratically elected presidents - there are no self-evident reasons to prohibit them. Restricting the notion of dictator to "bad" ones only, i.e. those who on the average represent a minority, Arrow's axioms were proven to be consistent.


Social choice instead of social preference

In social decision making, to rank all alternatives is not usually a goal. It often suffices to find some alternative. The approach focusing on choosing an alternative investigates either ''social choice functions'' (functions that map each preference profile into an alternative) or ''social choice rules'' (functions that map each preference profile into a subset of alternatives). As for social choice functions, the
Gibbard–Satterthwaite theorem In social choice theory, the Gibbard–Satterthwaite theorem is a result published independently by philosopher Allan Gibbard in 1973 and economist Mark Satterthwaite in 1975. It deals with deterministic ordinal electoral systems that choose a s ...
is well-known, which states that if a social choice function whose range contains at least three alternatives is strategy-proof, then it is dictatorial. As for social choice rules, we should assume there is a social preference behind them. That is, we should regard a rule as choosing the maximal elements ("best" alternatives) of some social preference. The set of maximal elements of a social preference is called the ''core''. Conditions for existence of an alternative in the core have been investigated in two approaches. The first approach assumes that preferences are at least ''acyclic'' (which is necessary and sufficient for the preferences to have a maximal element on any ''finite'' subset). For this reason, it is closely related to relaxing transitivity. The second approach drops the assumption of acyclic preferences. Kumabe and Mihara adopt this approach. They make a more direct assumption that individual preferences have maximal elements, and examine conditions for the social preference to have a maximal element. See
Nakamura number In cooperative game theory and social choice theory, the Nakamura number measures the degree of rationality of preference aggregation rules (collective decision rules), such as voting rules. It is an indicator of the extent to which an aggregation ...
for details of these two approaches.


Other alternatives

Arrow originally rejected
cardinal utility In economics, a cardinal utility function or scale is a utility index that preserves preference orderings uniquely up to positive affine transformations. Two utility indices are related by an affine transformation if for the value u(x_i) of one i ...
as a meaningful tool for expressing social welfare, and so focused his theorem on preference rankings, but later stated that a cardinal score system with three or four classes "is probably the best". Arrow's framework assumes that individual and social preferences are "orderings" (i.e., satisfy completeness and transitivity) on the set of alternatives. This means that if the preferences are represented by a
utility function As a topic of economics, utility is used to model worth or value. Its usage has evolved significantly over time. The term was introduced initially as a measure of pleasure or happiness as part of the theory of utilitarianism by moral philosoph ...
, its value is an ''ordinal'' utility in the sense that it is meaningful so far as the greater value indicates the better alternative. For instance, having ordinal utilities of 4, 3, 2, 1 for alternatives a, b, c, d, respectively, is the same as having 1000, 100.01, 100, 0, which in turn is the same as having 99, 98, 1, .997. They all represent the ordering in which a is preferred to b to c to d. The assumption of ''ordinal'' preferences, which precludes ''interpersonal comparisons'' of utility, is an integral part of Arrow's theorem. For various reasons, an approach based on
cardinal utility In economics, a cardinal utility function or scale is a utility index that preserves preference orderings uniquely up to positive affine transformations. Two utility indices are related by an affine transformation if for the value u(x_i) of one i ...
, where the utility has a meaning beyond just giving a ranking of alternatives, is not common in contemporary economics. However, once one adopts that approach, one can take intensities of preferences into consideration, or one can compare (i) gains and losses of utility or (ii) levels of utility, across different individuals. In particular, Harsanyi (1955) gives a justification of
utilitarianism In ethical philosophy, utilitarianism is a family of normative ethical theories that prescribe actions that maximize happiness and well-being for all affected individuals. Although different varieties of utilitarianism admit different chara ...
(which evaluates alternatives in terms of the sum of individual utilities), originating from
Jeremy Bentham Jeremy Bentham (; 15 February 1748 Old_Style_and_New_Style_dates">O.S._4_February_1747.html" ;"title="Old_Style_and_New_Style_dates.html" ;"title="nowiki/>Old Style and New Style dates">O.S. 4 February 1747">Old_Style_and_New_Style_dates.htm ...
. Hammond (1976) gives a justification of the
maximin principle Minimax (sometimes MinMax, MM or saddle point) is a decision rule used in artificial intelligence, decision theory, game theory, statistics, and philosophy for ''mini''mizing the possible loss for a worst case (''max''imum loss) scenario. When de ...
(which evaluates alternatives in terms of the utility of the worst-off individual), originating from
John Rawls John Bordley Rawls (; February 21, 1921 – November 24, 2002) was an American moral, legal and political philosopher in the liberal tradition. Rawls received both the Schock Prize for Logic and Philosophy and the National Humanities Medal in ...
. Not all voting methods use, as input, only an ordering of all candidates. Methods which do not, often called "rated" or "cardinal" (as opposed to "ranked", "ordinal", or "preferential") electoral system, can be viewed as using information that only cardinal utility can convey. In that case, it is not surprising if some of them satisfy all of Arrow's conditions that are reformulated. Range voting is such a method. Whether such a claim is correct depends on how each condition is reformulated. Other rated electoral system which pass certain generalizations of Arrow's criteria include approval voting and
majority judgment Majority judgment (MJ) is a single-winner voting system proposed in 2007 by Michel Balinski and Rida Laraki. It is a highest median rule, i.e., a cardinal voting system that elects the candidate with the highest median rating. Unlike other v ...
. Note that Arrow's theorem does not apply to single-winner methods such as these, but Gibbard's theorem still does: no non-defective electoral system is fully strategy-free, so the informal dictum that "no electoral system is perfect" still has a mathematical basis. Finally, though not an approach investigating some kind of rules, there is a criticism by
James M. Buchanan James McGill Buchanan Jr. (; October 3, 1919 – January 9, 2013) was an American economist known for his work on public choice theory originally outlined in his most famous work co-authored with Gordon Tullock in 1962, ''The Calculus of Consen ...
, Charles Plott, and others. It argues that it is silly to think that there might be ''social'' preferences that are analogous to ''individual'' preferences. Arrow (1963, Chapter 8) answers this sort of criticism seen in the early period, which come at least partly from misunderstanding.


See also

*
Condorcet paradox The Condorcet paradox (also known as the voting paradox or the paradox of voting) in social choice theory is a situation noted by the Marquis de Condorcet in the late 18th century, in which collective preferences can be cyclic, even if the prefer ...
* Gibbard's theorem * Holmström's theorem *
Market failure In neoclassical economics, market failure is a situation in which the allocation of goods and services by a free market is not Pareto efficient, often leading to a net loss of economic value. Market failures can be viewed as scenarios where indi ...
*
Voting paradox The Condorcet paradox (also known as the voting paradox or the paradox of voting) in social choice theory is a situation noted by the Marquis de Condorcet in the late 18th century, in which collective preferences can be cyclic, even if the prefer ...
*
Comparison of electoral systems Electoral systems are the rules for conducting elections, a main component of which is the algorithm for determining the winner (or several winners) from the ballots cast. This article discusses methods and results of comparing different electora ...


References


Further reading

* Surveys many of approaches discussed in #Approaches investigating functions of preference profiles. *
preprint
* * . The chapter "Defining Rationality: Personal and Group Decision Making" has a detailed discussion of the Arrow Theorem, with proof. * Gives explicit examples of preference rankings and apparently anomalous results under different electoral system. States but does not prove Arrow's theorem. * * *


External links

*
A proof by Terence Tao, assuming a much stronger version of non-dictatorship
{{DEFAULTSORT:Arrow's General Possibility Theorem Voting theory Economics theorems Paradoxes in economics Theorems in discrete mathematics Decision-making paradoxes Social choice theory