This paper. is founded on a tutorial session given to the School on Modern
Statistical Methods in Medical Research which was held at the International
Centre for Theoretical Physics, Trieste in September 1999. We review the a
ims, scope and purposes of infectious disease surveillance including determ
ining transmission information to underpin model structure and parameteriza
tion in epidemic modelling. The practical problems inherent in collecting s
urveillance data are illustrated by a study of HIV/AIDS in Cambodia. We als
o review the basic elements of mathematical models developed to represent t
he transmission dynamics of infectious diseases, and discuss reasons for th
e gap between mathematical epidemic models and available data.