Author:
Orr Mark,Mortveit Henning S.,Lebiere Christian,Pirolli Pete
Abstract
There is little significant work at the intersection of mathematical and computational epidemiology and detailed psychological processes, representations, and mechanisms. This is true despite general agreement in the scientific community and the general public that human behavior in its seemingly infinite variation and heterogeneity, susceptibility to bias, context, and habit is an integral if not fundamental component of what drives the dynamics of infectious disease. The COVID-19 pandemic serves as a close and poignant reminder. We offer a 10-year prospectus of kinds that centers around an unprecedented scientific approach: the integration of detailed psychological models into rigorous mathematical and computational epidemiological frameworks in a way that pushes the boundaries of both psychological science and population models of behavior.
Reference64 articles.
1. “Validating agent-based models of large networked systems,”;Adiga;Proceedings of the 2019 Winter Simulation Conference,2019
2. The theory of planned behavior;Ajzen;Organ. Behav. Hum. Decis. Process.,1991
3. How Can the Human Mind Occur in the Physical Universe?
4. AndersonJ.
ACT-R Publications2022
5. An interaction based composable architecture for building scalable models of large social, biological, information and technical systems;Atkins;CT Watch,2008