de Los Reyes V Aurelio A, Escaner Jose Maria L
a Institute of Mathematics , University of the Philippines Diliman , Quezon City , Philippines.
J Biol Dyn. 2018 Dec;12(1):894-912. doi: 10.1080/17513758.2018.1535096.
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.
登革热在菲律宾呈地方性流行,给该国带来了沉重的经济负担。在这项研究中,开发了一个包含寻求医疗保健人群类别的 compartmentalized 模型。通过确定繁殖数来研究影响传播的关键参数。采用偏秩相关系数(PRCC)技术来探讨特定参数的变化如何影响模型输出,而不考虑其余参数的不确定性。结果表明,蚊子叮咬率、蚊子到人的传播概率、人到蚊子的传播概率以及发病初期寻求医疗保健的个体比例,均呈现出较高的 PRCC 值。为了获得所需参数的值,使用了菲律宾 2014 年和 2015 年按发病周报告的登革热病例。然后通过参数自举法验证参数的可靠性。