Ferguson has used mathematical modelling to provide data on several disease outbreaks including the 2001 United Kingdom foot-and-mouth outbreak, the swine flu outbreak in 2009 in the UK, the 2012 Middle East respiratory syndrome coronavirus outbreak and the ebola epidemic in Western Africa in 2016. His work has also included research on mosquito-borne diseases including zika fever, yellow fever, dengue fever and malaria.