An individual-based model of hepatitis A transmission |
| |
Authors: | Marco Ajelli Stefano Merler |
| |
Affiliation: | a Fondazione Bruno Kessler, via Sommarive 18, I-38123 Trento Povo, Italy b Information Engineering and Computer Science Department, University of Trento, Italy |
| |
Abstract: | Viral hepatitis A, as other endemic diseases, represents a public health priority worldwide. To study long-time scale human pathogens through individual-based simulations, the development of a dynamic network of contacts is required. In this work, we introduce an individual-based model accounting for the birth and death of the individuals, the generation of new households, and the educational career of the individuals, in order to investigate viral hepatitis A dynamics in the most affected Italian areas. Intervention options such as targeted vaccination, social distancing measures (e.g., closure of day care centers and kindergartens) and improvements in standards of living and hygiene are evaluated. Results show that a very low vaccination coverage is sufficient to control hepatitis A in Italy, while its elimination is not possible since new cases are continuously imported from high endemicity areas outside the country. Finally, the considered social distancing measures can be counterproductive since the fraction of recovered individuals does not decline while the age at infection increases, thus augmenting the probability of developing acute symptoms. |
| |
Keywords: | Mathematical modeling Computer simulations Disease transmission Endemic diseases |
本文献已被 ScienceDirect 等数据库收录! |
|