The iconic cloaked and beaked plague doctor is often associated with Venice, but there is no documentation that the figure ever existed in Venice.
Quarantine was the main method of prevention of the black plague in Venice, and the lazzaretti served that purpose.
Bad air was believed to be a major cause of sickness in the past, based on Aristotle’s idea of miasma as the cause of disease.