| Literature DB >> 30353774 |
Aurelio A de Los Reyes V1, Jose Maria L Escaner1.
Abstract
Dengue is endemic in the Philippines and poses a substantial economic burden in the country. In this work, a compartmentalized model which includes healthcare-seeking class is developed. The reproduction number is determined to investigate critical parameters influencing transmission. Partial rank correlation coefficient (PRCC) technique is performed to address how the model output is affected by changes in a specific parameter disregarding the uncertainty over the rest of the parameters. Results show that mosquito biting rate, transmission probability from mosquito to human, respectively, from human to mosquito, and fraction of individuals who seek healthcare at the onset of the disease, posted high PRCC values. In order to obtain the values for the desired parameters, the reported dengue cases by morbidity week in the Philippines for the year 2014 and 2015 are used. The reliability of parameters is then verified via parametric bootstrap.Entities:
Keywords: Dengue model; basic reproduction number; model identification; parameter estimation; sensitivity analysis
Mesh:
Year: 2018 PMID: 30353774 DOI: 10.1080/17513758.2018.1535096
Source DB: PubMed Journal: J Biol Dyn ISSN: 1751-3758 Impact factor: 2.179