By most accounts, the first significance test was published in 1710 by the Scottish mathematician, physician, and author John Arbuthnot. He believed that, because males were subject to more external accidents than females, they enjoyed an advantage of a higher birthrate. Arbuthnot calculated the expectation, or the probability, of the data from 82 years of birth records in London given a chance hypothesis of equal birthrates for both sexes.