Through her work as a nurse in the Crimean War, Florence Nightingale was a pioneer in establishing the importance of sanitation in hospitals. She meticulously gathered data on relating death tolls in hospitals to cleanliness, and, because of her novel methods of communicating this data, she was also a pioneer in applied statistics. We explore the work of Nightingale, and in particular focus on her use of certain graphs which, following misreading of her work, are now commonly known as 'coxcombs'.

In March 1854 war broke out between France, Great Britain, Sardinia, and the Ottoman Empire on one side, and Russia on the other side. Most of the fighting in the war occurred on the Crimean Peninsula, in the south of Ukraine, but wounded British troops were shipped across the Black Sea to hospitals in Turkey. The sanitary conditions of these hospitals were awful, and many more people died from diseases than from wounds.

Florence Nightingale arrived in Turkey in October 1854 with a group of women to work as voluntary nurses in the hospitals. They were initially denied entry to the wards, and it was not until the hospitals had reached a critical state in March 1855 that Nightingale and her fellow nurses were allowed proper access to the patients.

Nightingale realised that soldiers were dying needlessly from malnutrition, poor sanitation, and lack of activity. She strove to improve living conditions for the wounded troops, and kept meticulous records of the death toll in the hospitals as evidence of the importance of patient welfare.

After the war, Nightingale returned to Great Britain and continued to fight for better conditions in hospitals. She created graphs, which are often described as roses or coxcombs (although she did not refer to them as such), to highlight the death toll from diseases above the death toll from wounds in the Crimean War. One of her original graphs is shown in the following image.





Below is an interactive reproduction of this pair of coxcombs. Switch to Full Screen mode to get a better view of the animation.





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The data used to generate the Diagram of the Causes of Mortality in the Army in the East can be found in Mathematics of the Coxcombs.

There are two more articles on Florence Nightingale, the Crimean War, and coxcombs in this series

To learn more about the history of the Crimean War, and Nightingale's role in the war, read Florence Nightingale and the Crimean War.

To learn more about the mathematics of Nightingale's coxcombs, read Mathematics of the Coxcombs.

We recommend the following external works on Nightingale and coxcombs.