John Graunt and the Birth of Medical Statistics

Dr John Carmody of the Department of Physiology at the University of Sydney, recently appeared on the ABC Radio National program, Occams Razor, speaking about John Graunt, a man many years ahead of his time. For those of you preferring the written to the auditory format, he has kindly provided his talk as a guest post for the Mule.

We become blind to what is familiar.

So dependent is modern medicine on accurate measurement that patients and doctors alike accept the fact without surprise or question, perhaps believing that it is inevitable. Yet the importance of numbers of any sort in medicine, let alone precise ones, is a concept that is little over 350 years old. In physiology, the most basic of medical sciences, this dates only from 1628 when William Harvey published his great book on the circulation, a discovery which he formulated and proved through numerical argument.

Then in London, in 1662, 350 years ago this year, John Graunt published a booklet which we can now understand was the beginning of medical statistics, of epidemiology, of medical demography. In the manner of those times he gave it the formidable title of Natural and political observations, mentioned in a following Index, and made upon the Bills of Mortality, to which he added the supplementary description, “With reference to the Government, Religion, Trade, Growth, Air, Diseases and the several changes of the said City”. His work was, therefore, far wider than establishing a new medical discipline. He was arguing for the necessary interaction of medicine, good government and sensible policy—indeed, perhaps for the discipline of quantitative economics, as well. We can realize how original Graunt’s work was when we remember that the only previous English census was the compilation of the “Domesday Book” in 1086 and that the first official census was not taken until 1801.

Graunt’s genius was to recognize—as none of his contemporaries had done—the immense importance of what we would now call a “database” which had existed in London for about 60 years. These were the so-called “Bills of Mortality” which the administrative clerks of the Church of England parishes in London had been obliged to keep scrupulously since James I became king in 1603. In fact, when James granted a charter to the Company of Parish Clerks in 1611, he legally obliged the members to be far more diligent in their recording than before his accession to the throne. These Bills recorded the christenings and the burials, parish by parish, each week. As well, the burials were accompanied by what Graunt called the “diseases and casualties” which brought about those deaths. He drew on the records of about 97 parishes within the city walls and 16 outside them and in a typical year he would have to deal with 20,000-25,000 burials and supposed causes of death.

He was very concerned with the reliability of those diagnoses which were rarely professionally reported. As he wrote, “When anyone dies, then, either by tolling, or ringing of a Bell, or by bespeaking of a Grave of the Sexton, the same is known to the Searchers corresponding with the said Sexton. The Searchers hereupon (who are ancient matrons, sworn to their office), repair to the place where the dead Corps lies, and by view of the same, and by other enquiries, they examine by what disease or casualty the corps died. Hereupon, they make their report to the Parish-Clerk.” Graunt keenly recognized the flaws in such a system and acknowledged that “I have heard some candid physicians complain of the darkness, which they themselves were in hereupon”. He also saw the possibility of corruption, the temptation, as he put it, for “the old-women searchers after the mist of a cup of ale and the bribe of a two-groat fee” to report, say, “Consumption” instead of the more shaming “infection of the spermatick parts”. In fact, he was convinced that syphilis, or the “French pox” was substantially under-reported.

Nevertheless, he decided that the incidence of such problems probably had changed little over the period which he was examining, so errors of those kinds were likely to be fairly consistent. “The ignorance of the Searchers is no impediment to the keeping of sufficient and usefull Accompts”. However, he saw other potential flaws in his data. Whereas corpses had to be disposed of for obvious reasons of health and amenity, and therefore burials provided a pretty reliable index of deaths, christenings did not reliably count births. This was because Catholics and Puritans, in particular, were reluctant to have their offspring baptized into a faith which they opposed. Furthermore, from 1649, when Charles I was executed, until 1660, when his son was restored to the Throne, the government of England was dominated by the Puritans, so many people were more confident to flout Anglican authority. Graunt was therefore obliged to make some corrections to his figures. Then, in attempting to make comparisons of births, deaths and diseases between London and the country, he had to deal with population disparities and calculate per capita rates in the absence of any census information. Another source of error, which was especially nettlesome during outbreaks of plague, was under-reporting of that disease—either because the affected households simply threw bodies into the streets, or because the “Searchers” were unwilling to inspect the bodies closely for fear of contracting the disease themselves. This meant, as Graunt recognized, that plague deaths were under-reported and the counts attributed to other causes were inflated.

Not content with simply aggregating and analyzing his data, Graunt drew up a synoptic list of 106 points in what he called his “Index”, several of which were recommendations for social and health policy.

He asserted, for example, that it would be “better to maintain all Beggars at the publick charge, though earning nothing, then to let them beg about the streets; and that employing them without discretion, may do more harm, than good”. He also found that “not one in two thousand are murthered in London”—a statistical finding which could be considered the birth of serious criminology. Even more importantly, he found that “the Rickets is a new disease, both as to name, and thing”. That diagnosis, he realized, did not appear at all in the Bills until 1634 and even then there were only 14 cases in that year; but by 1658 there were 476 cases. He seriously considered the possibility that previously it had been misdiagnosed but used his data to disprove that hypothesis. This is a remarkable reflection of the approach of William Harvey who had also used numbers to falsify arguments against his concept of the circulation of the blood.

Three years later, at the end of 1665, Graunt published, London’s dreadful visitation, or, A collection of all the Bills of Mortality for this present year, in which he applied the same analytical techniques to the demographic consequences of the “Great Plague of London”. Even today it is amazing and chilling reading: week by week, parish by parish, it documents the relentless surge of that awful disease from its first real appearance in May when 28 cases were recorded. Thereafter, the fatalities increased horrifyingly: about 340 in June; 4400 in July; 13,000 in August; 32,300 in September; 13,300 in October; 4,100 in November and 1,060 in December—a recorded total for that year of 68,600 deaths. And remember: in his earlier book, Graunt had decided that plague was, in such circumstances, seriously under-reported.

Its effects can be put into perspective by this contrast. For example, in the week from 29 August to 5 September, the Bills of Mortality reported 6,988 deaths from plague out of 8,252 burials recorded in the London parishes for that week, and in those 7 days a mere 167 christenings were recorded. Altogether, there were 9,967 christenings in that year and 97,306 burials—an almost 10-fold difference compared with the more usual disparity of less than two-fold and, according to Graunt’s estimates, those burials represented more than 22% of the population of London.

This catastrophic effect on the population of the capital could hardly be replenished by the usual birthrate because even in the first part of 1665 the christenings had been only 57% of the number of burials. In his earlier book, though, Graunt had found that there was substantial nett loss of population from the country to London. The result was that by 1675 the population of the capital was back to pre-plague levels.

In 1663, between the publication of Graunt’s extraordinary books, he had been elected as a Fellow of the Royal Society of London, though this seems not to have been an entirely straightforward matter. By profession, this genius was a haberdasher, whereas, according to the first history of the Royal Society, its membership was comprised principally of “gentlemen, free, and unconfin’d”. That self-congratulatory but diplomatic history which Thomas Sprat published in 1667, only 6 years after King Charles II had joined the society, says of Graunt’s election, “it is the recommendation which the King himself was pleased to make” adding that “his Majesty gave this particular charge to His Society, that if they found any more such Tradesmen, they should be sure to admit them all, without any more ado”. Those last words suggest to me that the “Gentlemen” of the Society required a little Royal “persuasion” which, the King seemed to be hinting, he did not wish to exert a second time.

Graunt was moderately active in the affairs of the Royal Society for a few years, but in the late 1660s he fell onto hard financial times, principally, I think, on account of his conversion to Catholicism. Certainly, this required him to relinquish his military commission as a Major and doubtless had adverse effects on his professional activities. He was eventually bankrupted and died in 1674.

His fading fame was not the only thing which then disappeared. So did some important records of the Worshipful Company of Parish Clerks. In his History of London, William Maitland noted, in 1739, that he had access to the Bills of Mortality only from 1664, stating that the Company “were of the opinion that the same was lent to Graunt…..but by some accident never returned”. He was neither the first nor the last scholar to forget to return borrowed materials to their owners. Nevertheless, the world of medicine remains forever in his debt. Graunt taught doctors that, for all of the importance of their focus on each individual patient, they must also shift their attention to understand what is happening to the whole population and to do so with the aid of the best possible statistics. The world is also in debt to King James, not only for the Bible which he commissioned, but for his insistence that the Parish Clerks should keep those good statistics. It is an unusual example of a beneficial combination of science and religion.

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6 thoughts on “John Graunt and the Birth of Medical Statistics

  1. Magpie

    The data sources used by Graunt have been used in demographic studies, too.

    If memory serves, Sidney Coontz’s “Population Theories and the Economic Interpretation” employed church registries data as well. Perhaps this reference would be of some interest?


    One question: “Graunt had found that there was substantial nett loss of population from the country to London.”

    Since we are talking about mid 17th century, I think it’s too early to be attributed to the Industrial Revolution.

    What could have caused this rural-urban migration?

  2. JJC

    Thank you for this response. I should, I agree, look at the Coontz book. I was, of course, taking a strictly historical perspective. The renowned medical statistician, Professor HO Lancaster, published an article about Graunt in the “Medical Journal of Australia” 50 years ago to mark the 300th anniversary of Graunt’s influential and original book. [i confess that I didn’t know about that until well after I’d recorded the broadcast — which, incidentally, was in April].
    There seems to have been a steady flow of population from the country to London well before the Industrial Revolution: that seems simply have greatly accelerated a long-established practice — doubtless the availability of employment has always been a factor driving such population changes. Look at the growth of Canberra

  3. Zebra

    Great piece and well written too. It was good to see a time when statistics was used for unequivocal good and not just to push agendas.

  4. Jennifer

    Great article. I’ve always been fascinated by the early demographers, but you’ve reminded me he was so much more Than that. Next stop Edmond Halley?

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