The frequency of negative response will depend on the electoral method, the candidates, and the distribution of outcomes.
Empirical analysis In the US, a 2021 analysis of
instant-runoff elections in California between 2008 and 2016, as well as the
2009 Burlington, Vermont mayoral election, found an upward monotonicity anomaly rate of 0.74% (1/135) in all elections, 2.71% (1/37) when limited to elections going to a second round of counting and 7.7% (1/13) of elections with three competitive candidates. Two of those elections are also noted as specific examples below.
Semi-empirical Some empirical research do not have access to full ballot preference data, and thus make probabilistic estimates of transfer patterns. A 2013 survey of Irish elections using IRV and
PR-STV found plausible non-monotonicity in 20 out of 1326 elections between 1922 and 2011. Data from the five UK general elections between 1992 and 2010 showed 2642 three candidate elections in English constituencies. With second preferences imputed from survey data, 1.7% of all elections appeared vulnerable to monotonicity anomalies (1.4% upward, 0.3% downward), significantly lower than simulated datasets from the same paper. However, when limited to the 4.2% of elections considered three-way competitive25% but might need to check that, also probably get consensus that it's correct per CALC-->, 40.2% appeared vulnerable (33% upward, 7.1% downward), and further increasing with closer competition, a result closer to the simulations. A 2022 analysis out of the 10 French presidential elections (conducted under the
two-round system) 2 had results where monotonicity violations were not mathematically possible, another 6 where violations were unlikely given the evidence, leaving 2 elections (
2002 and
2007) where an upward monotonicity violation was probable and likely respectively.
Theoretical models Results using the
impartial culture model predict violations in about 15% of IRV elections with 3 candidates; A 2013 study using a two-dimensional
spatial model of voting estimated at least 15% of IRV elections would be non-monotonic in the best-case scenario (with only three equally-competitive candidates). The researchers concluded that "three-way competitive races will exhibit unacceptably frequent monotonicity failures" and "In light of these results, those seeking to implement a fairer multi-candidate election system should be wary of adopting IRV."
Burlington, Vermont In
Burlington's second IRV election, incumbent
Bob Kiss was re-elected, despite losing in a head-to-head matchup with Democrat Andy Montroll (the
Condorcet winner). However, if Kiss had gained more support from Wright voters, Kiss would have lost.
2005 German election in Dresden In the
2005 German federal election,
CDU supporters in
Dresden were instructed to vote for the
FDP, a strategy that allowed the CDU to win an additional seat. This led the
Federal Constitutional Court to rule that negative responsiveness violates the
German constitution's guarantee of
equal and direct suffrage. == See also ==