Projects per year
Abstract
In this study we present a dynamical agent-based model to investigate the interplay between the socio-economy of and SEIRS-type epidemic spreading over a geographical area, divided to smaller area districts and further to smallest area cells. The model treats the populations of cells and authorities of districts as agents, such that the former can reduce their economic activity and the latter can recommend economic activity reduction both with the overall goal to slow down the epidemic spreading. The agents make decisions with the aim of attaining as high socio-economic standings as possible relative to other agents of the same type by evaluating their standings based on the local and regional infection rates, compliance to the authorities’ regulations, regional drops in economic activity, and efforts to mitigate the spread of epidemic. We find that the willingness of population to comply with authorities’ recommendations has the most drastic effect on the epidemic spreading: periodic waves spread almost unimpeded in non-compliant populations, while in compliant ones the spread is minimal with chaotic spreading pattern and significantly lower infection rates. Health and economic concerns of agents turn out to have lesser roles, the former increasing their efforts and the latter decreasing them.
Original language | English |
---|---|
Article number | 127696 |
Pages (from-to) | 1-12 |
Number of pages | 12 |
Journal | Physica A: Statistical Mechanics and its Applications |
Volume | 604 |
DOIs | |
Publication status | Published - 15 Oct 2022 |
MoE publication type | A1 Journal article-refereed |
Keywords
- Agent based modelling
- Compartmental epidemic modelling
- Economic modelling
- Social simulation
Fingerprint
Dive into the research topics of 'Modelling the interplay between epidemics and regional socio-economics'. Together they form a unique fingerprint.-
NorfNet/Lampinen: The Network Dynamics of Ethnic Integration
Bhattacharya, K. (Project Member), Roy, C. (Project Member), Kaski, K. (Project Member) & Raitio, R. (Principal investigator)
01/03/2021 → 31/03/2026
Project: Other external funding: Other foreign funding
-
SoBigDataPlusPlus: Integrated Infrastructure for Social Mining and Big Data Analytics
Lampinen, J. (Principal investigator), Roy, C. (Project Member) & Bhattacharya, K. (Project Member)
01/01/2020 → 31/12/2024
Project: EU: Framework programmes funding
-
UniSDyn: Building up a Unified Theory of Stellar Dynamos
Korpi-Lagg, M. (Principal investigator), Pekkilä, J. (Project Member), Rheinhardt, M. (Project Member), Weigt, D. (Project Member), Gent, F. (Project Member) & Gozaliasl, G. (Project Member)
01/01/2020 → 30/04/2024
Project: EU: ERC grants