Riehl, Emily. 2026. “To Defeat Gerrymandering, We Must Go Back to the Drawing Board.” Science 392(6797): eaeg4298. doi:10.1126/science.aeg4298.
- May 2026
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www.science.org www.science.org
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minority “communities of interest” have historically only been guaranteed representation through the practice of “racial gerrymandering,” a practice ruled unconstitutional in the recent US Supreme Court’s decision in Louisiana v. Callais.
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the Massachusetts House delegation has been entirely Democratic for the past three decades, despite a significant Republican vote share due to the relatively uniform distribution of Republican voters in the state.
see underlying: https://journals.sagepub.com/doi/10.1089/elj.2018.0537
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Unfortunately, the Supreme Court did not find this argument to be persuasive, ruling instead that the question of partisan gerrymandering is “nonjusticiable”—outside their jurisdiction. Subsequent rulings, such as Abbott v. League of United Latin American Citizens, give little hope that the Supreme Court will impede future gerrymandering.
The Supreme Court in Rucho v. Common Cause (2019) found that Markov chain Monte Carlo sampling wasn't persuasive and found that gerrymandering is "nonjusticable".
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A much better mathematical method to detect gerrymandering, known as Markov chain Monte Carlo (MCMC) sampling, has been percolating throughout the research literature, and was brought before the Supreme Court in the 2019 case Rucho v. Common Cause. Although it is not possible to compare a contested map against all possible maps, MCMC uses a computational technique called a “random walk” to generate a representative sample of legal electoral district maps by repeatedly making small arbitrary changes to possible district boundaries. Mathematicians, serving as expert witnesses for the plaintiffs and weighing in as amicus curie, argued that if a specific map is an outlier from the rest of samples in terms of political advantage, it indicates possible gerrymandering. The mathematicians found that maps proposed by the 2012 and 2016 North Carolina legislatures fell at the extreme ends of bell curves generated from MCMC-sampled maps, based on measures such as the number of Democrats elected and the number of Democratic voters in specific districts.
brief description of Markov chain Monte Carlo sampling with respect to gerrymandering and it's application in the courts so far
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A redistricting plan proposed by Republican legislators in Wisconsin in 2011 was overturned by a lower court based in part on the magnitude of the efficiency gap, although this ruling was overturned in 2018 by the US Supreme Court in Gill v. Whitford. In oral arguments, Chief Justice John Roberts dismissed this metric as “sociological gobbledygook.” Roberts’ critique is unfair in substance because the efficiency gap is a mathematical formula, not nonsense. But it is not entirely wrong in spirit. Some mathematicians have argued that these metrics do not accurately reflect “common-sense understanding of political unfairness.”
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How can we identify gerrymandered maps if not by sight? Numerical metrics such as the Polsby–Popper test attempt to measure the “compactness” of an electoral district (the ratio of its area to the square of its perimeter), while the efficiency gap calculates the number of “wasted” votes by computing the proportion of votes that are not used to elect a winner.
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These techniques are traditionally thought to create weirdly shaped districts, such as the “praying mantis” district in Maryland, the “Goofy kicking Donald Duck” district in Pennsylvania, and the “earmuffs” district in Illinois. But some heavily gerrymandered maps, such as North Carolina’s, look normal to the naked eye.
Examples of odd shapes made by gerrymandering (or not) as well as a counter-example in North Carolina which doesn't look "odd" despite being heavily gerrymandered.
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However, Texas, California, Missouri, North Carolina, and Virginia have recently approved unusual mid-decade redistricting plans in advance of the upcoming US House of Representatives election in November 2026, approving new maps designed to advantage either the Democratic or Republican party. Pending decisions by courts, legislatures, and voters may potentially extend these practices to other states such as Louisiana and Florida.
States who are actively redistricting or considering it.
Mississippi should also potentially be on the list with Ohio and Utah for court intervention: https://mississippitoday.org/2026/05/18/legislative-redistricting-mississippi/
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What questions should stakeholders ask when evaluating proposed district maps or charting a course for future elections?
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- References
- efficiency gap
- John Roberts
- compactness
- racial gerrymandering
- Massachusetts
- gerrymandering example
- Wisconsin 2011 redistricting
- Supreme Court of the United States
- Emily Riehl
- Markov Chain Monte Carlo sampling
- read
- redistricting
- structural racism
- Louisiana gerrymandering example
- definitions
- Rucho v. Common Cause
- wasted votes
- mathematics
- Gill v. Whitford (2018)
- open questions
- voting
- Abbott v. League of United Latin American Citizens
- Polsby-Popper test
- gerrymandering
- Wisconsin politics
- Louisiana v. Callais
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The political calculus—and actual math—of gerrymandering<br /> by [[Rachel Wallach]] in Johns Hopkins University Hub<br /> accessed on 2026-05-19T15:14:23
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- Aug 2025
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www.theguardian.com www.theguardian.com
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Newsom says California will draw new electoral maps after Trump ‘missed’ deadline<br /> by [[Guardian staff]] in The Guardian<br /> accessed on 2025-08-12T22:38:41
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- Aug 2024
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I wonder if I can use the knowledge shared here to identify Gerrymandering in Guyana.
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- Nov 2023
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dianeravitch.net dianeravitch.net
- Oct 2022
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Local file Local file
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Mosca backs up histhesis with this assertion: It's the power of organization thatenables the minority always to rule. There are organizedminorities and they run things and men. There are unorganizedmajorities and they are run.
In a democracy, is it not just rule by majority, but rule by the most organized that ends up dominating the society?
Perhaps C. Wright Mills' work on the elite has some answers?
The Republican party's use of organization to create gerrymandering is a clear example of using extreme organization to create minority rule. Cross reference: Slay the Dragon in which this issue is laid out with the mention of using a tiny amount of money to careful gerrymander maps to provide outsized influences and then top-down outlines to imprint broad ideas from a central location onto smaller individual constituencies (state and local).
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- Sep 2022
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projects.fivethirtyeight.com projects.fivethirtyeight.com
- Jun 2022
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teachingamericanhistory.org teachingamericanhistory.org
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https://teachingamericanhistory.org/document/patrick-henry-virginia-ratifying-convention-va/
While gerrymandering isn't brought up explicitly here, the underlying principles are railed against heavily.
Some interesting things applicable to the rise of Donald J. Trump hiding in here.
Interesting to read this in its historical context versus our present context. So much can be read into his words from our current context, while others can extract dramatically different views--particularly by Constitutional originalists.
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On examination, you will find this very judiciary oppressively constructed; your jury trial destroyed, and the judges dependent on Congress.
Gerrymandering has provided exactly the idea of "judges dependent on Congress" just as Patrick Henry suggested, though it has been done more circuitously than he imagined.
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A bare majority in these four small states may hinder the adoption of amendments; so that we may fairly and justly conclude that one twentieth part of the American people may prevent the removal of the most grievous inconveniences and oppression, by refusing to accede to amendments. A trifling minority may reject the most salutary amendments. Is this an easy mode of securing the public liberty It is, sir, a most fearful situation, when the most contemptible minority can prevent the alteration of the most oppressive government; for it may, in many respects, prove to be such. Is this the spirit of republicanism?
Patrick Henry railed against the idea that small minorities could hold the country hostage and subject us to "the most oppressive government".
Little did he anticipate that gerrymandering and chicanery of just such a nature would come to pass in American History.
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- Jan 2022
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www.nytimes.com www.nytimes.com
- May 2021
- Feb 2021
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fivethirtyeight.com fivethirtyeight.com
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Democrats won’t be able to use reconciliation to enact the government-reform bill that House Democrats adopted in 2019, which among other things would create two weeks of early voting in all 50 states and put redistricting in the hands of nonpartisan, independent commissions.
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fivethirtyeight.com fivethirtyeight.com
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The idea of bellwether counties seems to be disappearing.
Are there indicators here that could be leveraged to help pull people to the middle rather than being so heavily polarized or to prevent future gerrymandering?
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- Nov 2020
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www.vox.com www.vox.com
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Here’s the grim kicker: The conditions that made Trump and this Republican Party possible are set to worsen. Republicans retained control of enough statehouses to drive the next redistricting effort, too, and their 6-3 majority on the Supreme Court will unleash their map-drawers more fully. The elections analyst G. Elliott Morris estimates that the gap between the popular vote margin and the tipping point-state in the Electoral College will be 4-5 percentage points, and that the GOP’s control of the redistricting process could push it to 6-7 points next time.
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- Jan 2014
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web.law.columbia.edu web.law.columbia.edu
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This map requires Adobe Flash Player.
Get the data and ask them to redraw it using D3.js
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ivn.us ivn.us
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The formula is simple: divide the population by the number of congressional or legislative districts and use the existing geo-political boundaries to come as close to the required number as possible.
How can we get this enacted/mandated?
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