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Characterizations of voting rules based on majority margins

Yifeng Ding, Wesley H. Holliday, Eric Pacuit

TL;DR

This work axiomatizes margin-based (pairwise) voting rules by linking the margin-based invariant property to intuitive normative principles. On the domain of linear profiles, it proves that margin-based rules are exactly those satisfying Preferential Equality and Neutral Reversal, using a McGarvey-style construction to realize margin graphs. Extending to broader domains, the authors show that, under homogeneity, margin-basedness on all profiles is equivalent to Preferential Equality plus Tiebreaking Compensation and Neutral Reversal, with variants for head-to-head rules characterized by Nonlinear Neutral Reversal and Neutral Indifference. The results clarify the normative content of margin-based invariance and illuminate how Condorcet-type rules behave under incomplete rankings or ties, offering a framework for designing robust voting rules with predictable head-to-head implications.

Abstract

In the context of voting with ranked ballots, an important class of voting rules is the class of margin-based rules (also called pairwise rules). A voting rule is margin-based if whenever two elections generate the same head-to-head margins of victory or loss between candidates, then the voting rule yields the same outcome in both elections. Although this is a mathematically natural invariance property to consider, whether it should be regarded as a normative axiom on voting rules is less clear. In this paper, we address this question for voting rules with any kind of output, whether a set of candidates, a ranking, a probability distribution, etc. We prove that a voting rule is margin-based if and only if it satisfies some axioms with clearer normative content. A key axiom is what we call Preferential Equality, stating that if two voters both rank a candidate $x$ immediately above a candidate $y$, then either voter switching to rank $y$ immediately above $x$ will have the same effect on the election outcome as if the other voter made the switch, so each voter's preference for $y$ over $x$ is treated equally.

Characterizations of voting rules based on majority margins

TL;DR

This work axiomatizes margin-based (pairwise) voting rules by linking the margin-based invariant property to intuitive normative principles. On the domain of linear profiles, it proves that margin-based rules are exactly those satisfying Preferential Equality and Neutral Reversal, using a McGarvey-style construction to realize margin graphs. Extending to broader domains, the authors show that, under homogeneity, margin-basedness on all profiles is equivalent to Preferential Equality plus Tiebreaking Compensation and Neutral Reversal, with variants for head-to-head rules characterized by Nonlinear Neutral Reversal and Neutral Indifference. The results clarify the normative content of margin-based invariance and illuminate how Condorcet-type rules behave under incomplete rankings or ties, offering a framework for designing robust voting rules with predictable head-to-head implications.

Abstract

In the context of voting with ranked ballots, an important class of voting rules is the class of margin-based rules (also called pairwise rules). A voting rule is margin-based if whenever two elections generate the same head-to-head margins of victory or loss between candidates, then the voting rule yields the same outcome in both elections. Although this is a mathematically natural invariance property to consider, whether it should be regarded as a normative axiom on voting rules is less clear. In this paper, we address this question for voting rules with any kind of output, whether a set of candidates, a ranking, a probability distribution, etc. We prove that a voting rule is margin-based if and only if it satisfies some axioms with clearer normative content. A key axiom is what we call Preferential Equality, stating that if two voters both rank a candidate immediately above a candidate , then either voter switching to rank immediately above will have the same effect on the election outcome as if the other voter made the switch, so each voter's preference for over is treated equally.
Paper Structure (15 sections, 14 theorems, 10 equations, 4 figures, 2 tables)

This paper contains 15 sections, 14 theorems, 10 equations, 4 figures, 2 tables.

Key Result

Lemma 2.3

If a voting rule $F$ satisfies Preferential Compensation, then $F$ satisfies Preferential Equality. Moreover, if $F$ satisfies Preferential Equality and its domain is rich, then $F$ satisfies Preferential Compensation.

Figures (4)

  • Figure 1: Above: a profile with ties. Below, left: the margin graph of the profile. Below, right: the winning votes graph of the profile.
  • Figure 2: Above: rankings in the 2007 Glasgow City Council election for Ward 5 (Govan), restricted to candidates in the Smith set. Below, left: the margin graph of the profile. Below, right: the winning votes graph of the profile.
  • Figure 3: Above: rankings in the 2021 Minneapolis City Council Ward 2 election, restricted to candidates in the Smith set. Below, left: the margin graph of the profile. Below, right: the winning votes graph of the profile.
  • Figure 4: Implications from head-to-head to C2 to margin-based modulo additional axioms.

Theorems & Definitions (47)

  • Definition 1.1
  • Definition 1.2
  • Definition 2.1
  • Definition 2.2
  • Lemma 2.3
  • proof
  • Lemma 2.4
  • proof
  • Definition 2.7
  • Theorem 2.9
  • ...and 37 more