Perception Effect in Evolutionary Vaccination Game Under Prospect-Theoretic Approach
Bibliographic Data
| ID | 22108239 |
|---|---|
| Authors | Li Xiao-Jie (0000-0003-3497-0593, Fudan University), Xiang Li (0000-0001-6509-2709, Fudan University) |
| Year | 2020 |
| Volume | 7 |
| Issue | 2 |
| Pages | 329-338 |
| Publication date | 2020-04-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | IEEE Transactions on Computational Social Systems (JOURNAL) |
| Journal identifiers | ISSN: 2329-924X • E-ISSN: 2373-7476 |
| Publisher | Institute of Electrical and Electronics Engineers (IEEE) (PUBLISHER) |
| DOI | 10.1109/tcss.2019.2960818 |
| OpenAlex | W3001348173 |
| Language | EN |
| Citations received | 6 |
| References cited | 48 |
Vaccination is one of the most effective strategies against epidemics. Traditionally, the evolutionary game theory focuses on individual behaviors, rather than psychological cognition behind which reflects individual risk attitude. How does individual perception impact the collective decision and performance of vaccination? To explore this question, we propose an evolutionary vaccination game model by integrating the prospect theory (PT), which accounts for individual subjective perception under uncertainty. In this article, the uncertainty stems from the interactions of individuals in the potential infection process. After analyzing the evolutionary vaccination dynamics, we compare the vaccination equilibrium under the PT and the expected utility theory (EUT) and highlight the role of perceptions on promoting vaccination. In addition, we find that the performance of different perceptions captured by the weighting effect (WE) and the framing effect in epidemic control depends on the vaccination cost. Specifically, both the fraction of infected individuals and the social cost decrease with the decrease of the rationality coefficient under the WE when the vaccination cost is relatively small. The dependence reveals that risk-averse and loss aversion dominate individual vaccination behavior. The numerical simulations verify the effect of perception and the effectiveness of vaccinating the network epidemics
Biology · Cognition · Cognitive psychology · Economics · Evolutionarily stable strategy · Evolutionary game theory · Game theory · Microeconomics · Perception · Prospect theory · Risk perception · Vaccination · Weighting · Computer Science · COVID-19 epidemiological studies · Evolution and Genetic Dynamics · Evolutionary Game Theory and Cooperation · Medicine · Psychology · Social Psychology · Immunology
On Evolutionary Vaccination Game in Activity-Driven Networks
Epidemic-Behavior Coevolutionary Vaccination Game Dynamics Under Prospect Theory
An Individual Evolutionary Game Model Guided by Global Evolutionary Optimization for Vehicle Energy Station Distribution
Imperfect Vaccination Evolutionary Game Incorporating Individual Social Difference and Subjective Perception
Open Data in the Digital Economy
Toward Humanistic Algorithmic Management
Social heuristics shape intuitive cooperation
The Probability Weighting Function
Five Rules for the Evolution of Cooperation
Cooperation, Fast and Slow
Curvature of the Probability Weighting Function
Weighing risk and uncertainty.
Advances in prospect theory
Risk, Ambiguity, and the Savage Axioms
Prospect Theory
Evolutionary Dynamics
A Behavioral Model of Rational Choice
| Citations per year | 1.5 |
|---|---|
| Citation span | 2022 - 2026 (5) |
| Highly cited | No |