Garira Winston, Maregere Bothwell
Modelling Health and Environmental Linkages Research Group (MHELRG), Department of Mathematical and Computational Sciences, University of Venda, Private Bag X5050, Thohoyandou, 0950, South Africa.
Infect Dis Model. 2022 Dec 21;8(1):122-144. doi: 10.1016/j.idm.2022.12.001. eCollection 2023 Mar.
Most of the progress in the development of single scale mathematical and computational models for the study of infectious disease dynamics which now span over a century is build on a body of knowledge that has been developed to address particular single scale descriptions of infectious disease dynamics based on understanding disease transmission process. Although this single scale understanding of infectious disease dynamics is now founded on a body of knowledge with a long history, dating back to over a century now, that knowledge has not yet been formalized into a scientific theory. In this article, we formalize this accumulated body of knowledge into a scientific theory called the transmission mechanism theory of disease dynamics which states that at every scale of organization of an infectious disease system, disease dynamics is determined by transmission as the main dynamic disease process. Therefore, the transmission mechanism theory of disease dynamics can be seen as formalizing knowledge that has been inherent in the study of infectious disease dynamics using single scale mathematical and computational models for over a century now. The objective of this article is to summarize this existing knowledge about single scale modelling of infectious dynamics by means of a scientific theory called the transmission mechanism theory of disease dynamics and highlight its aims, assumptions and limitations.
在传染病动力学研究的单尺度数学和计算模型发展方面,目前已有超过一个世纪的进展,这些进展建立在一系列知识之上,这些知识是为基于对疾病传播过程的理解来解决传染病动力学的特定单尺度描述而发展起来的。尽管目前对传染病动力学的这种单尺度理解建立在一个有着悠久历史的知识体系之上,其历史可追溯到一个多世纪以前,但该知识尚未被形式化为一种科学理论。在本文中,我们将这一积累的知识体系形式化为一种科学理论,称为疾病动力学传播机制理论,该理论指出,在传染病系统的每个组织尺度上,疾病动力学由作为主要动态疾病过程的传播所决定。因此,疾病动力学传播机制理论可被视为将一个多世纪以来在传染病动力学研究中一直固有的知识形式化。本文的目的是通过一种称为疾病动力学传播机制理论的科学理论,总结关于传染病动力学单尺度建模的现有知识,并突出其目标、假设和局限性。