MisleadingCharts
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The Titanic crew who ranked last, and ahead of third class among both sexes

Showing the misleading chart

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A museum-style panel we drew from the Board of Trade’s Titanic counts ranks survival by class, and the crew come last: 24.0% against third class’s 25.2%. Split the same 2,201 people by sex and the crew are ahead among the men (22.3% v 17.3%) and among the women (87.0% v 45.9%). They lose the total because 97% of them were men, and the men’s rate is what their total mostly records.

01The claim

The crew fared worst of anyone aboard the Titanic. On a zero-based ranking of survival by where people belonged on the ship, 62.5% of first class survived, 41.4% of second, 25.2% of third and 24.0% of the crew, last of all, below even the passengers in steerage. (A gallery panel of the kind a maritime exhibition might hang, which we drew from the Board of Trade counts.)

02The trick

Nothing on the panel is miscounted: the axis starts at zero and all 2,201 people the inquiry counted are in it. What the ranking leaves out is the one thing that mattered most to who survived that night: whether the person was a man or a woman. Across the ship 73.2% of women survived (344 of 470) and 21.2% of men (367 of 1,731). And the four groups were made of very different mixes of the two. Of the 885 crew, 862 were men, 97.4%. Of the 706 people in third class, 510 were men, 72.2%, and the other 196 were women and girls. Compare like with like and the order flips. Among men, 22.3% of the crew survived (192 of 862) against 17.3% of third class (88 of 510), putting crewmen second of the four groups, behind only first class. Among women, 87.0% of the crew survived (20 of 23) against 45.9% of third class (90 of 196), a gap of 41.0 points. The crew are ahead in both halves and behind on the total. Nothing is miscounted: each group’s total is just its men’s rate and its women’s rate averaged by how many of each it carried. The crew’s average is weighted almost entirely to the men, so it lands at 24.0, close to their men’s 22.3. Third class carried enough women to pull its average up to 25.2, even though its women fared badly. The pooled ranking mostly records who was in each group. (Its “lowest rate of any group” is also only true at this grain: second-class men, at 14.0%, fared worse than any of the four totals.) That is Simpson’s paradox: a comparison that reverses when you split it by something that differs between the groups and also drives the outcome. (This is our own demonstration. We are not reproducing any published chart or exhibit.)

03The fix

Put sex back on the chart. Two dot plots, one for men and one for women, with all four groups on the same zero-based scale, make the reversal plain: the crew are ahead of third class by 5.0 points among the men and by 41.0 among the women. The panel worth borrowing for any reversal like this one shows where each total comes from: a line from a group’s men’s rate to its women’s rate, with the total sitting along it in proportion to the share of women. The crew’s total sits 2.6% of the way along; third class’s sits 27.8% of the way. If one number per group is needed, standardise: score both groups on the same mix of men and women. Apply the crew’s rates to third class’s own 510 men and 196 women and the crew come out at 40.2%, (510 × 192/862 + 196 × 20/23) ÷ 706, against 25.2%; at the whole ship’s mix, 78.6% men, it is 36.1% against 23.4%. Then say what the split does not settle. It removes one recorded difference, not every one. Third class carried 79 children and the crew none, but adults alone still put the crew ahead (22.3% v 16.2% of men, 87.0% v 46.1% of women). Some surviving crewmen were seamen sent to row and steer the lifeboats, so their higher rate partly reflects the jobs they were given that night: the split shows that the ranking reverses, not why. The panels also count boys with the men and girls with the women (64 boys and 45 girls in all), as the inquiry’s table allows. The 23 women of the crew are too few for a precise rate: two more deaths among them would move it almost nine points. And the primary sources disagree on exactly how many were aboard and how many were saved; these are the Board of Trade’s figures as Dawson tabulated them.