lpetrich
Contributor
If The Supreme Court Reads This Study, It Could End Partisan Gerrymandering Forever | ThinkProgress
[1410.8796] Redistricting and the Will of the People
They generated districts randomly, while imposing some constraints on them. They must be contiguous, they must be approximately even splits of the population, and they must be compact. The importance of the first one was absolute, while the relative importances of the second and third ones could be adjusted with a weighting parameter.
They used a division of the state into Voting Tabulation Districts (VTD's) and they found each one's neighbors. They used a random walk to generate the districting. Each step in the walk was to look for a VTD with a neighboring VTD in another electoral district and have that other one annex the first VTD. The step would always be accepted if it improved the constraint satisfaction, and part of the time if it did not. They ran the redistricting first in a "hot" phase, making it wander over the space of possibilities, then in a "cold" phase, to make it home in on a nearby good possibility. After settling on that possibility, they made the system "hot" again to look for a new one. They ran each phase for 20,000 or 50,000 steps, their short and long phases.
They ran their simulation for 100 hot-cold alternations, getting a districting for each cold phase. They then found out for each of them how many Democrats the districts elect. They found that over half of them elect 7 or 8 Democrats and the rest of them elect 6 or 9 Democrats. They hardly ever found a districting that elects only 4 Democrats. That's pretty much what one would expect from the proportion of voters who voted Democratic.
It would be interesting to extend this work to other states, to see how gerrymandered they are.
When a gerrymandering case came before the Supreme Court, the conservative justices refused to get involved on the ground that there seemed to be no good objective way of recognizing gerrymandering. Anthony Kennedy seemed more optimistic than Antonin Scalia that such a way could emerge in the future. This work looks like it could be the beginning of work that Justice Kennedy, at least, might find satisfactory.
Jonathan C. Mattingly and Christy Vaughn considered this question, and they wrote a program that composes lots of random districts that are constrained to be contiguous. Here is the paper that they wrote:For the last decade, the Supreme Court of the United States has openly refused to police partisan gerrymandering even in egregious cases where the state legislature or its congressional delegation bears little resemblance to the will of the people. A new study out of Duke University, however, casts serious doubts on the reasoning of the justices who have thus-far refused to strike down unconstitutional gerrymanders.
In 2012, Democratic U.S. House candidates in North Carolina received 81,190 more votes that Republicans. Republicans received just under half of the votes earned by the two parties. And yet, the GOP walked away with 9 of the state’s 13 congressional districts. So, despite the fact that they earned just over 49 percent of the two-party vote, Republicans won nearly 70 percent of the state’s congressional seats
[1410.8796] Redistricting and the Will of the People
They generated districts randomly, while imposing some constraints on them. They must be contiguous, they must be approximately even splits of the population, and they must be compact. The importance of the first one was absolute, while the relative importances of the second and third ones could be adjusted with a weighting parameter.
They used a division of the state into Voting Tabulation Districts (VTD's) and they found each one's neighbors. They used a random walk to generate the districting. Each step in the walk was to look for a VTD with a neighboring VTD in another electoral district and have that other one annex the first VTD. The step would always be accepted if it improved the constraint satisfaction, and part of the time if it did not. They ran the redistricting first in a "hot" phase, making it wander over the space of possibilities, then in a "cold" phase, to make it home in on a nearby good possibility. After settling on that possibility, they made the system "hot" again to look for a new one. They ran each phase for 20,000 or 50,000 steps, their short and long phases.
They ran their simulation for 100 hot-cold alternations, getting a districting for each cold phase. They then found out for each of them how many Democrats the districts elect. They found that over half of them elect 7 or 8 Democrats and the rest of them elect 6 or 9 Democrats. They hardly ever found a districting that elects only 4 Democrats. That's pretty much what one would expect from the proportion of voters who voted Democratic.
It would be interesting to extend this work to other states, to see how gerrymandered they are.
When a gerrymandering case came before the Supreme Court, the conservative justices refused to get involved on the ground that there seemed to be no good objective way of recognizing gerrymandering. Anthony Kennedy seemed more optimistic than Antonin Scalia that such a way could emerge in the future. This work looks like it could be the beginning of work that Justice Kennedy, at least, might find satisfactory.