The mathematicians who want to save democracy – Nature.com
Jay Baker/CC BY 2.0
Legal battles over the precise borders of voting districts in the United States are common.
Leaning back in his chair, Jonathan Mattingly swings his legs up onto his desk, presses a key on his laptop and changes the results of the 2012 elections in North Carolina. On the screen, flickering lines and dots outline a map of the states 13 congressional districts, each of which chooses one person to send to the US House of Representatives. By tweaking the borders of those election districts, but not changing a single vote, Mattinglys maps show candidates from the Democratic Party winning six, seven or even eight seats in the race. In reality, they won only four despite earning a majority of votes overall.
Mattinglys election simulations cant rewrite history, but he hopes they will help to support democracy in the future in his state and the nation as a whole. The mathematician, at Duke University in Durham, North Carolina, has designed an algorithm that pumps out random alternative versions of the states election maps hes created more than 24,000 so far as part of an attempt to quantify the extent and impact of gerrymandering: when voting districts are drawn to favour or disfavour certain candidates or political parties.
Gerrymandering has a long and unpopular history in the United States. It is the main reason that the country ranked 55th of 158 nations last among Western democracies in a 2017 index of voting fairness run by the Electoral Integrity Project, an academic collaboration between the University of Sydney, Australia, and Harvard Universitys John F. Kennedy School of Government in Cambridge, Massachusetts. Although gerrymandering played no part in the tumultuous 2016 presidential election, it seems to have influenced who won seats in the US House of Representatives that year.
Even if gerrymandering affected just 5 seats out of 435, thats often enough to sway crucial votes, Mattingly says.
The courts intervene when gerrymandering is driven by race. Last month, for example, the Supreme Court upheld a verdict that two North Carolina districts were drawn with racial composition in mind (see Battleground state). But the courts have been much less keen to weigh in on partisan gerrymandering when one political party is favoured over another. One reason is that there has never been a clear and reliable metric to determine when this type of gerrymandering crosses the line from acceptable politicking to a violation of the US Constitution.
Mattingly and several other mathematicians hope to change that. Over the past five years, they have built algorithms and computer models that reveal biases in district borders. And theyre starting to be heard.
In December 2016, a Wisconsin court considered a statistical analysis when ruling against partisan gerrymandering. And Mattingly will serve as an expert witness in a case this summer in North Carolina.
Although such fights have begun to crop up in other countries, such as the United Kingdom and Australia, the stakes are particularly high in the United States. Lawsuits fighting partisan gerrymandering are pending around the country, and a census planned for 2020 is expected to trigger nationwide redistricting. If the mathematicians succeed in laying out their case, it could influence how those maps are drawn.
This is what the courts have been waiting for, says Megan Gall, a social scientist with the Lawyers Committee for Civil Rights Under Law in Washington DC. This is our way to stop it, she says.
In 1812, Massachusetts governor Elbridge Gerry signed a bill that redrew some voting districts to benefit his party. One odd-looking district wrapped around the city of Boston in the shape of a salamander. Political satirists dubbed the new district the 'Gerry-mander'. Since then, this strategy has become a staple of US politics as state legislators redraw voting blocs with tortuous creativity.
The two predominant approaches to gerrymandering are often referred to as packing and cracking. In packing, legislators from the party drawing the map try to pack likely opposition voters into as few political districts as possible. Cracking divides supporters of the rival party into several districts, reducing their ability to elect a representative, and ensuring victory for the party in power (see Packing and cracking).
The Supreme Court historically has not intervened, as long as districts meet four criteria: they are continuous; they are compact; they contain roughly the same number of people; and they give minority groups a chance to elect their own representatives in accordance with the Voting Rights Act of 1965. In the 1986 case Davis v. Bandemer, the court agreed that it had the power to intervene in cases of partisan gerrymandering, but it declined to do so because it lacked a clear measure to indicate when this had occurred.
As a specialist in statistics and probability, Mattingly had never given much professional thought to the issue. But his general interest in the political process led him to attend a public meeting in 2013, where he heard a speaker rail against North Carolina's 2012 election outcomes. For about a decade, the state had had a relatively even split in its 13 electoral districts. Sometimes Democrats took six seats, sometimes seven. But Republican redistricting before the 2012 election packed Democrats into three districts, putting the party at a severe disadvantage. Even though its candidates won 50.3% of the votes, the party captured only four seats.
Mattingly was struck both by the passion of the rant and the puzzle it posed. If it really was unfair, there should be a way to show that mathematically, he says. I wanted to move beyond he said, she said and create something more objective. Reading around the issue, he realized he had a chance to create the metric that judges had been looking for.
Packing and cracking result in some telltale signs of interference: the opposition party tends to win by a landslide in packed districts, but lose by a narrow margin in cracked ones. And heavily gerrymandered districts are more likely to be geographically spread out and of unusual shape. With a student, Christy Graves, Mattingly got to work to combine these measures into a single, quantitative Gerrymandering Index for North Carolina.
Reporter Shamini Bundell finds out how scientists are helping get to the bottom of gerrymandering.
You may need a more recent browser or to install the latest version of the Adobe Flash Plugin.
The duo began with the states 2012 election districts and public data that broke down voting by neighbourhood. They then made thousands of tiny shifts to the boundaries of the districts, essentially testing every iteration that would meet the four Supreme Court criteria.
Ensuring continuity and that each district varied in population size by only 0.1% was relatively straightforward. So was guaranteeing that the map included a representative number of African American and Hispanic-majority districts to comply with the Voting Rights Act.
But evaluating compactness was a challenge. One problem was that its difficult to analyse mathematically whether a district meets a rather vague written criterion of being compact. For another, mathematicians have more than 30 different ways to calculate a shapes compactness, each of which gives slightly different results. There is no consensus on which is the best for voting districts. Mathematician Moon Duchin at Tufts University in Medford, Massachusetts, has spent the past few years trying to devise a compactness metric for gerrymandering. But the field is a giant mess, she says.
Complicating the issue even further, many districts have odd shapes owing to rivers and other natural boundaries. Mattingly and Graves developed a compactness score calculated as the length of a districts perimeter squared divided by its area, a version of what's known as the PolsbyPopper measure (see Compact division). A circle has the lowest ratio of perimeter to area; but as borders meander to include and exclude specific areas, the perimeter expands, giving a higher ratio.
With thousands of maps and their resulting voting outcomes in hand, Mattingly and Graves could begin to analyse just how gerrymandered the North Carolina voting districts were. Three of the 13 districts for the 2012 elections were more than three-quarters Democrat, much more packed than in any of the teams randomly drawn maps, even for their bluest-of-blue Democratic districts. More telling, however, was the impact on election outcomes. Using the randomly drawn maps, 7.6 seats went to Democrats on average, compared with the 4 they actually won (J. Mattingly and C. Vaughn Preprint at http://arxiv.org/abs/1410.8796; 2014). The more you learn, the more infuriating it gets, Mattingly says.
Their analysis of data from other states revealed a partisan gerrymander in Maryland perpetrated by the Democrat-controlled legislature to freeze out its conservative rivals. States such as Arizona and Iowa, which have independent or bipartisan commissions that oversee the creation of voting districts, fared much better. In a separate analysis, Daniel McGlone, a geographic-information-system data analyst at the technology firm Azavea in Philadelphia, Pennsylvania, ranked each states voting districts for compactness as a measure of gerrymandering, and found that Maryland had the most-gerrymandered districts. North Carolina came second. Nevada, Nebraska and Indiana were the least gerrymandered.
In the summer of 2016, a bipartisan panel of retired judges met to see whether they could create a more representative set of voting districts for North Carolina. Their maps gave Mattingly a chance to test his index. The judges districts, he found, were less gerrymandered than in 75% of the computer-generated models a sign of a well-drawn, representative map. By comparison, every one of the 24,000 computer-drawn districts was less gerrymandered than either the 2012 or 2016 voting districts drawn by state legislators, which Mattingly, Graves and their colleagues reported in April 2017 (S. Bangia et al. Preprint at http://arxiv.org/abs/1704.03360; 2017).
This is the result that I hope gets traction, Mattingly says. It shows that the election results really didnt represent the will of the people. When representatives from Common Cause, a pro-democracy advocacy group based in Washington DC, saw the work, they asked Mattingly to serve as an expert witness in a North Carolina partisan-gerrymandering case coming up this summer. The question for researchers and judges, however, is whether Mattinglys approach is the best.
The election results really didn't represent the will of the people.
Mathematicians in other states have also been developing methods for evaluating gerrymandering. At the University of Illinois UrbanaChampaign, political statistician Wendy Tam Cho has designed algorithms to draw district maps that use the criteria mandated by state law, but do not include partisan information such as an areas voting history. By altering the importance of the compactness score, or how equal the different populations in each district need to be, she can generate a new set of districts. Cho measures how closely a states existing legislative districts line up with billions of non-partisan maps drawn by her supercomputing cluster. If they diverge significantly, then the people who drew the districts probably had partisan motives for placing the lines where they did, Cho says.
Chos approach creates more maps than Mattinglys, which she says gives it an advantage. But Mattingly argues that his algorithms are more transparent and so can be used to calculate a score that judges might prefer. Both strategies are highly technical and require professional expertise to implement and interpret, says Sam Wang, a neuroscientist at Princeton University, New Jersey, who analyses elections and voting in his spare time at the blog Princeton Election Consortium. The Supreme Court has said it is looking for a manageable standard. For constitutional questions, judges might find it more manageable to avoid having to call upon outside experts, Wang says.
Political scientist Nicholas Stephanopoulos at the University of Chicago, Illinois, takes a much simpler approach to measuring gerrymandering. He has developed what he calls an efficiency gap, which measures a states wasted votes: all those cast for a losing candidate in each district, and all those for the victor in excess of the proportion needed to win. If one party has lots of landslide victories and crushing losses compared with its rivals, this can be a sign of gerrymandering. The simplicity of this metric is a strength, says Wang.
But Duchin argues that methods that analyse only one aspect of gerrymandering, whether its lopsided wins or low compactness scores, are less than ideal. She favours a metric, such as Mattinglys, that incorporates the variety of factors that contribute.
Michael McDonald, a political scientist at the University of Florida in Gainesville, questions the validity of all these quantitative metrics, however, because they rely on creating a random sample of all possible voting districts. It is impossible to calculate how random a sample they are looking at, he argues. There are more ways to draw voting districts in the US than there are quarks in the Universe.
There are more ways to draw voting districts in the US than there are quarks in the Universe.
Accusations of gerrymandering have also cropped up in the United Kingdom. Until 20 years ago, the creation of voting districts by the independent Boundary Commissions was a largely apolitical process, according to geographer Ron Johnston at the University of Bristol, UK. In the 1990s, supporters of the Labour party, then in opposition, realized that they could influence the creation of parliamentary constituencies by submitting their own maps to the Boundary Commissions for consideration, which opened the door to all parties jockeying for power, Johnston says. An overhaul of UK constituencies currently under way could cut the number of Members of Parliament by 50; the final result of the Boundary Commissions' review is expected in 2018. Political parties are expected to try to shift the results in their favour, but quantitative solutions could help to depoliticize the process.
US legislators have been reluctant to embrace a mathematical solution to gerrymandering. But current court cases show that pressure to do so is mounting, Gall says. In the Wisconsin case Whitford v. Gill, federal judges used the efficiency gap to rule that the states voting districts represented an unconstitutional partisan gerrymander. The case could end up before the Supreme Court later this year.
If judges are to accept a mathematical test for gerrymandering, they will need testimony from expert witnesses such as Mattingly to explain how and why these tests work. But the handful of mathematicians researching the subject will not be enough for the countrys pending lawsuits. Even if the courts settle on a standard metric, judges might need an expert in each case. Thats why Duchin is organizing a week-long summer camp to help mathematicians learn the underlying subtleties of the various gerrymandering models and how to apply and explain them. Duchin expected 50 people to sign up; more than 1,000 have applied. The response blew us out of the water, she says, and several camps will now be held.
Mattingly and his model will have their day in court this summer. Even if his algorithms dont become the standard, Mattingly hopes that the judicial system will find a way to curb gerrymandering and restore his faith in the electoral system. Im a citizen, too, he says.
Continued here:
The mathematicians who want to save democracy - Nature.com
- West Bengal, India: The worlds biggest democracy has purged electoral rolls, leaving many without a vote - CNN - May 1st, 2026 [May 1st, 2026]
- In Trumps America, It Takes a King to Praise Democracy - The New Yorker - May 1st, 2026 [May 1st, 2026]
- No School, No Work, No Shopping: Workers, Immigrants to Lead Thousands of May Day Protests - Democracy Now! - May 1st, 2026 [May 1st, 2026]
- Democracy Forward Adds Five New Litigators to Growing Team as Legal Docket Soars - Democracy Forward - May 1st, 2026 [May 1st, 2026]
- Three female legal scholars discuss confidence, the state of democracy and the importance of voting in Rockefeller Center event - The Dartmouth - May 1st, 2026 [May 1st, 2026]
- Supreme Court Guts Key Protections of the Voting Rights Act, Deals Blow to American Democracy - Democracy Forward - May 1st, 2026 [May 1st, 2026]
- Letters to the Editor: Trumps vanity is threatening the very soul of our democracy - Los Angeles Times - May 1st, 2026 [May 1st, 2026]
- Louisiana governor suspends active election to allow for gerrymander - Democracy Docket - May 1st, 2026 [May 1st, 2026]
- Political donations are poison to our democracy but theres an easy antidote to that | George Monbiot - The Guardian - May 1st, 2026 [May 1st, 2026]
- Zambias cancellation of RightsCon sparks alarm and condemnation - Democracy Without Borders - May 1st, 2026 [May 1st, 2026]
- The Democracy of the Strongest Is Always the Best: The Eighteenth Newsletter (2026) - Tricontinental: Institute for Social Research - May 1st, 2026 [May 1st, 2026]
- With green light from Supreme Court, heres where the GOP can gerrymander before the midterms - Democracy Docket - May 1st, 2026 [May 1st, 2026]
- The Supreme Court just turbocharged the gerrymandering war. It was already to blame for unleashing it - Democracy Docket - May 1st, 2026 [May 1st, 2026]
- The Supreme Courts endless war on southern democracy and voting rights - News From The States - May 1st, 2026 [May 1st, 2026]
- This Is Not Democracy: What The Supreme Courts Louisiana Redistricting Ruling Really Means For Black Voting Power - Yahoo - May 1st, 2026 [May 1st, 2026]
- This week at Democracy Docket: Flooding the zone on Virginia - Democracy Docket - May 1st, 2026 [May 1st, 2026]
- Top Trump appointee on key federal election panel to resign - Democracy Docket - May 1st, 2026 [May 1st, 2026]
- AI is bad for equality, the working class, and democracy - CTech - April 27th, 2026 [April 27th, 2026]
- Democracy Now!s 30th Anniversary: Steal This Story Please! - Institute for Policy Studies - April 27th, 2026 [April 27th, 2026]
- The greatest threat to American democracy might not be who you think - Daily Herald - April 27th, 2026 [April 27th, 2026]
- Walcott: Dont fall for it. Direct democracy is being weaponized against you. - LiveWire Calgary - April 27th, 2026 [April 27th, 2026]
- African Union Commends Moroccos Strategic Contribution to Peace, Security and Governance in Africa While Jointly Advancing Electoral Integrity and... - April 27th, 2026 [April 27th, 2026]
- Barack Obama Calls For Rejection Of Idea That Violence Has 'Any Place' In Democracy, Sanders, Cruz Condem - Benzinga - April 27th, 2026 [April 27th, 2026]
- This week at Democracy Docket: Blue states are Trump-proofing their elections, while red ones are restricting voting - Democracy Docket - April 12th, 2026 [April 12th, 2026]
- Viktor Orbn spent 16 years building Hungary's 'illiberal' democracy. On Sunday, he may be voted out - CBC - April 12th, 2026 [April 12th, 2026]
- To stop Australian democracy going the way of the US, heres what we need to do - The Conversation - April 12th, 2026 [April 12th, 2026]
- TV pundit, an Allentown native, to speak at TED Democracy event in Philadelphia - LehighValleyLive.com - April 12th, 2026 [April 12th, 2026]
- How Trump's New Executive Order Turns the USPS into a Partisan Weapon Against Mail-In Voting and Democracy - The Fulcrum - April 12th, 2026 [April 12th, 2026]
- A Failed U.S. Attempt to Opt Out of Democracy Talk - Council on Foreign Relations - April 12th, 2026 [April 12th, 2026]
- A Tale of Two Pandemics: Public Health and Democracy from H1N1 to COVID-19 and Beyond - The Fulcrum - April 12th, 2026 [April 12th, 2026]
- Another MP jumps to Carneys Liberals, igniting concerns about the health of Canadas democracy - The Conversation - April 12th, 2026 [April 12th, 2026]
- 10 Steps to Resist Fascism and Defend Democracy - Charlie Angus / The Resistance | Substack - April 12th, 2026 [April 12th, 2026]
- Jordan And Incremental Democracy: Liberalization, Authoritarianism, And The Limits Of Managed Reform Analysis - Eurasia Review - April 12th, 2026 [April 12th, 2026]
- 'The price that we pay for democracy:' Texas House member facing fine also faced threats - Yahoo - April 12th, 2026 [April 12th, 2026]
- Results from Hungary Elections - Orbn loses, Democracy Wins (Updated) - Daily Kos - April 12th, 2026 [April 12th, 2026]
- Opinion | Tyrants thrive when people are functionally illiterate about democracy - Times-Standard - April 12th, 2026 [April 12th, 2026]
- McKenzie: Democracy and information overload - Dallas News - April 12th, 2026 [April 12th, 2026]
- The Sound of Democracy sing-along protest returns to Portland ICE facility this weekend - Your Oregon News - April 12th, 2026 [April 12th, 2026]
- Steal This Story Please! The Urgency and The Humanity of Democracy Now!'s Amy Goodman - Splash Magazines Worldwide - April 12th, 2026 [April 12th, 2026]
- Democracy is a matter of trust: Chief Whip - Bangladesh Sangbad Sangstha (BSS) - April 12th, 2026 [April 12th, 2026]
- Can democracy cope with an age of impatience? - Engelsberg Ideas - April 10th, 2026 [April 10th, 2026]
- EU poised to slash up to 1.5B in funding to Serbia over democracy fears - politico.eu - April 10th, 2026 [April 10th, 2026]
- The liberal fantasy that the courts will save Israel's democracy - Haaretz - April 10th, 2026 [April 10th, 2026]
- How artificial intelligence is transforming democracy | D+C - Development + Cooperation - Dandc.eu - April 10th, 2026 [April 10th, 2026]
- Democracy Index 2025the pause in democratic decline and what it means for business risk - Economist Intelligence Unit - April 10th, 2026 [April 10th, 2026]
- NALC to participate in House field hearing on protecting democracy and vote-by-mail - National Association of Letter Carriers - April 10th, 2026 [April 10th, 2026]
- Democracy stabilizes globally after eight years of decline, EIU says - Democracy Without Borders - April 10th, 2026 [April 10th, 2026]
- Democracy is about people: Are we paying enough attention to the brain? - International IDEA - April 10th, 2026 [April 10th, 2026]
- Hall Center to host conversation on Langston Hughes, democracy featuring former KU professors - KU News - April 10th, 2026 [April 10th, 2026]
- Women, News, Democracy, and Power Ahead of the 2026 Local Elections - Nelson Mandela Foundation - April 10th, 2026 [April 10th, 2026]
- Acting CDC Head Blocks Publication of Research Showing COVID Vaccine Benefits - Democracy Now! - April 10th, 2026 [April 10th, 2026]
- Whos afraid of women at work? Democracy and society - ips-journal.eu - April 10th, 2026 [April 10th, 2026]
- Nevadas top cop is the right choice to lead the national fight to protect democracy - Las Vegas Sun - April 10th, 2026 [April 10th, 2026]
- Gulf Coast Jazz Collective performing 'Democracy Suite!' in tribute to America250 - WGCU - April 10th, 2026 [April 10th, 2026]
- Dick Polman: Tyrants thrive when people are functionally illiterate about democracy - Daily Freeman - April 10th, 2026 [April 10th, 2026]
- I was an Election Inspector: 15 hours of nonstop democracy - Milwaukee Record - April 10th, 2026 [April 10th, 2026]
- Turns Out The Elites Like The Administrative State Better Than Democracy OpEd - Eurasia Review - April 10th, 2026 [April 10th, 2026]
- TRADERS MADE MILLIONS ON SUSPICIOUSLY TIMED BETS ON VENEZUELA AND IRAN EVENTS. THIS WARRANTS AN INVESTIGATION. - Democracy Defenders Fund - April 10th, 2026 [April 10th, 2026]
- These 30 cases will determine the future of our elections - Democracy Docket - April 10th, 2026 [April 10th, 2026]
- King and Robeson at the No Kings Demonstrations: Defending Democracy and the Different and Vulnerable - Los Angeles Sentinel - April 10th, 2026 [April 10th, 2026]
- Opinion - James Orlick: Democracy cannot function without independent universities - the public must respond - Northern Kentucky Tribune - April 10th, 2026 [April 10th, 2026]
- PHOTO GALLERY | Democracy Bowl | University of Pittsburgh at Johnstown - The Tribune-Democrat - April 10th, 2026 [April 10th, 2026]
- This time, things are different Democracy and society - ips-journal.eu - April 10th, 2026 [April 10th, 2026]
- Global democracy is in better shape than you think - The Economist - April 8th, 2026 [April 8th, 2026]
- Pashinyan jokes with Putin in the Kremlin: Armenia has too much democracy - The Armenian Weekly - April 8th, 2026 [April 8th, 2026]
- A Table Down the Street: Democracy of the Slice - Alexandria Living Magazine - April 8th, 2026 [April 8th, 2026]
- Answering the Call for a Healthy, Inclusive Democracy - Robert Wood Johnson Foundation | RWJF - April 8th, 2026 [April 8th, 2026]
- Knowledge, Democracy, and the Institutions That Sustain Them - law.uchicago.edu - April 8th, 2026 [April 8th, 2026]
- Letter: Consolidation of power and the death of democracy - Decorah Leader - April 8th, 2026 [April 8th, 2026]
- Nothing lasts forever Future of social democracy - ips-journal.eu - April 8th, 2026 [April 8th, 2026]
- Architects of equality: Advancing inclusive democracy in Malaysia - International IDEA - April 8th, 2026 [April 8th, 2026]
- Middle Aisle: Fear of public service isnt healthy for democracy in Minnesota - MinnPost - April 8th, 2026 [April 8th, 2026]
- Israeli Peace Activist: Gaza, Iran & Lebanon Are All Part of One Forever War That Must End - Democracy Now! - April 8th, 2026 [April 8th, 2026]
- Democracy Needs You: 5 Steps Nonprofits Can Take to Support Free and Fair Elections - Nonprofit Quarterly - April 8th, 2026 [April 8th, 2026]
- The future of Burkina Fasos democracy is in question - theworld.org - April 8th, 2026 [April 8th, 2026]
- PP102: Democracy and its discontented: What drives demand for democracy in South Africa? - Afrobarometer - April 8th, 2026 [April 8th, 2026]
- The Life and Career of Democracy Now! Founder Amy Goodman - The Progressive - April 8th, 2026 [April 8th, 2026]
- Israel's rule of law and democracy are on the brink of collapse - Le Monde.fr - April 8th, 2026 [April 8th, 2026]
- Report from Tehran: Hormuz Is Not a Tool to End the War But How Iran Wins the Aftermath - Democracy Now! - April 8th, 2026 [April 8th, 2026]
- Citizens United: The Supreme Court Decision That Sold American Democracy to the Highest Bidder - Substack - April 8th, 2026 [April 8th, 2026]