THIS EXPLANATION
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GOV·11 Government, Law & Civics 6 MIN · 8 STATIONS

District boundaries

A Socratic walk-through of district boundaries — reasoned out one step at a time, not lectured.

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a

The question we started with

THE QUESTION #

Why can the drawing of district lines settle an election before any vote is cast?

We treat the count as the thing that decides an election. But under single-member districts the votes are not counted once — they are counted separately inside boundaries someone drew beforehand. So here is the question worth sitting with: if every vote in a territory were fixed in advance, how much freedom would the mapmaker still have over the result?

b

Reasoning it through

REASONING #

Let us make it small enough to check by hand. A territory of 100 voters, five districts of 20 each, one seat per district on a simple majority — so 11 votes takes a seat. Party A has 60 supporters, party B has 40. Those totals never change; only the lines do.

Map one. Spread B's voters evenly: every district holds 12 A and 8 B. A wins all five. Sixty per cent of the vote, all of the seats.

Map two. Concentrate B: two districts of 18 B and 2 A, then the remaining sixty voters — 56 A and 4 B — split 19/1, 19/1 and 18/2. B wins two, A wins three, which is exactly A's 60 per cent.

Map three. Now let B draw. B has only 40 voters but needs just 11 per district, so three districts of 11 B and 9 A give B three seats. That uses 33 of B's voters and 27 of A's, leaving 7 B and 33 A for the last two — say one of 20 A, and one of 13 A with 7 B, both won by A. Final: B takes three seats of five with 40 per cent of the vote.

The totals are 60 and 40 in all three. The same voters, living in the same places, yield A five seats, three, or two — and no fraud occurred anywhere in it.

What were the two moves? Map three used them both. Packing puts an opponent's voters into a few districts they win overwhelmingly, so the surplus elects nobody. Cracking splits the rest across districts where they are a permanent minority, so those votes elect nobody either. Every vote above the number needed to win, and every vote cast in a district lost, buys nothing. A mapmaker is not adding votes to their own side; they are arranging for the other side's votes to be spent wastefully.

That suggests a measure, and the efficiency gap is the best-known attempt at one. Count each party's wasted votes — surplus above the winning threshold in seats it won, plus everything cast in seats it lost — take the difference and divide by total votes. In map one, A wastes 1 per district and B wastes 8, so the gap is (40 - 5) / 100, or 35 points in A's favour. In map three it runs the other way: A wastes 38, B wastes 7, a gap of 31 points favouring B. The numbers do capture what our eyes saw.

But the objections are real. The measure builds in a particular assumed relationship between vote share and seat share, so a map can score badly for reasons the mapmaker did not create. It is unstable: a modest swing can move a district from one column to the other and flip the sign, so one election's figure is weak evidence about intent. It counts a surplus in a safe seat as waste, penalising support that is naturally concentrated. And in Rucho v. Common Cause in 2019 the US Supreme Court held partisan gerrymandering claims non-justiciable in federal courts on the ground that no such standard is judicially manageable — so it remains an analytical tool, not a legal test.

Then the complication that most deserves stating plainly: some packing happens with nobody intending it. Voters are not distributed at random. In many countries one party's support is concentrated in dense urban areas where it wins by enormous margins, while the other's is spread thinly across suburbs and countryside — and compact, contiguous, entirely innocent districts drawn over that geography will pack the urban party by accident. Chen and Rodden's work on simulated neutral maps is the standard demonstration. So an unequal seats-to-votes outcome is not by itself proof of manipulation; you have to compare the real map against what neutral maps of the same territory produce.

c

The analogy

THE ANALOGY #
THE FIGURE

Sorting marbles into bags, where each bag is decided by its majority colour. With sixty red and forty blue you can produce almost any bag-count you like, without ever changing a marble's colour, purely by choosing which marbles share a bag.

WHERE IT BREAKS DOWN

Marbles go anywhere, but voters live where they live, and districts must be contiguous and roughly equal in population — so a mapmaker solves a constrained puzzle rather than allocating freely. Marbles also do not change colour, whereas voters shift between elections, which is why an aggressive map spread thin can collapse in a swing and hand its author the losses it engineered for the other side.

d

Clarifying the model

THE MODEL #

Three refinements worth keeping.

First, this is a property of single-member districts as such, not evidence of wrongdoing in any particular case. Any winner-take-all division converts votes into seats non-proportionally; drawing the lines merely chooses which distortion.

Second, distinguish the map from the intent. The same seat outcome can come from deliberate packing, from innocent compactness over clustered voters, or from both — and the honest way to tell them apart is comparison against a large ensemble of neutrally generated maps, not inspection of a district's shape. Odd shapes are suggestive and nothing more; some are required by rivers, coastlines or rules protecting minority representation.

Third, the criteria pull against each other. Compactness, respect for municipal boundaries, competitiveness, proportionality, and districts in which a minority group can elect its preferred candidate cannot all be maximised at once. A commission choosing among them makes a contested value judgement rather than applying a neutral rule — which is why "just draw fair districts" is an instruction with no single meaning.

e

A picture of it

THE PICTURE #
District boundaries
District boundaries This is map three, the one B drew, and every ribbon is a number of actual voters, so the widths are the argument. On the left, party A's 60 supporters and party B's 40 flow into five districts of 20 each. Follow B's ribbons: they arrive in elevens, just enough to carry districts one to three, with almost nothing left over. Now follow A's: nine, nine and nine land in districts A cannot win, while twenty and thirteen pile into districts A wins far more heavily than it needs to -- cracking and packing, drawn to scale. On the far side the district-to-seat ribbons are all the same width, because a seat is a seat however it was won: A's larger river of votes ends in fewer of them. {"generator":"[email protected]","source":"../Socrates/.diagram-cache/_src/district-boundaries.md","sourceIndex":1,"sourceLine":4,"sourceHash":"67a0907b946ed44607fb442c2d09252a8e7bd4fdee6404a168a13be35a4bb82c","diagramType":"sankey","layoutVariant":"source","repairedDuplicateIds":[],"motion":"entrance-with-reduced-motion-fallback","presentation":"editorial","attempt":1,"viewBox":{"x":0,"y":0,"width":720,"height":562},"qa":{"passed":true,"findings":[]}} PartyAvotes · 60 District1 · 20 District2 · 20 District3 · 20 District4 · 20 District5 · 20 PartyBvotes · 40 SeatstoB · 60 SeatstoA · 40

How to readThis is map three, the one B drew, and every ribbon is a number of actual voters, so the widths are the argument. On the left, party A's 60 supporters and party B's 40 flow into five districts of 20 each. Follow B's ribbons: they arrive in elevens, just enough to carry districts one to three, with almost nothing left over. Now follow A's: nine, nine and nine land in districts A cannot win, while twenty and thirteen pile into districts A wins far more heavily than it needs to — cracking and packing, drawn to scale. On the far side the district-to-seat ribbons are all the same width, because a seat is a seat however it was won: A's larger river of votes ends in fewer of them.

f

What became clearer

WHAT CLEARED #
WHAT CLEARED

Districting converts votes into seats, and the conversion rate is set by the boundaries rather than the count. Because surplus votes and losing votes both elect nobody, a mapmaker can settle the outcome in advance simply by choosing whose votes are spent wastefully — which is why the same 60-40 split gave anything from five seats to two. The diagnosis, though, is harder than the arithmetic: the efficiency gap is contested, geography packs voters without anyone's help, and a lopsided result is a reason to compare against neutral maps rather than a conclusion on its own.

g

Where to go next

ONWARD #
  • How ensembles of computer-generated neutral maps are used to test a real map for partisan bias.
  • Why proportional and mixed-member systems relocate rather than remove the boundary-drawing problem.
h

Key terms

TERMS #
TermWhat it means
Packingconcentrating opposing voters into few districts so their surplus votes elect no one.
Crackingdividing opposing voters across many districts so they are a minority in each.
Wasted voteany vote cast for a loser, or cast for a winner beyond the number needed to win.
Efficiency gapthe difference between the parties' wasted votes as a share of all votes cast, proposed as a measure of partisan bias.

Every term the collection defines is gathered in the glossary.

Nearby on the shelf

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