Open-minded imitation can achieve near-optimal vaccination coverage
Ying Xin1,2, David Gerberry3, Winfried Just4,5
1Department of Mathematics, Ohio University, Athens, OH, 45701, USA.
Journal of Mathematical Biology
|July 22, 2019
Summary
This study introduces "open-mindedness" into vaccination models, showing it can increase voluntary vaccination rates. Higher open-mindedness, modeled mathematically, can achieve near-optimal public health coverage.
Area of Science:
- Mathematical modeling
- Epidemiology
- Behavioral economics
Background:
- Game theory predicts suboptimal voluntary vaccination coverage due to self-interest.
- Imitation strategies often lead to even lower vaccination rates than the Nash equilibrium.
- Existing models rely on Fermi functions for strategy switching probabilities.
Purpose of the Study:
- To investigate the impact of a generalized switching probability on vaccination coverage.
- To introduce and analyze the concept of
- open-mindedness
- in vaccination decision-making.
- To determine if increased open-mindedness can improve societal vaccination levels.
Main Methods:
- Developed a game-theoretic model with a generalized Fermi function incorporating an
- open-mindedness
- parameter (denoted as
- beta
- ).
- Performed mathematical analysis of the model's dynamics and equilibria.
- Conducted numerical simulations to validate analytical findings.
Main Results:
- The generalized switching probability, reflecting
- open-mindedness
- , significantly alters vaccination dynamics.
- Sufficiently high levels of
- open-mindedness
- drive equilibrium vaccination coverage above the Nash equilibrium.
- Achieved vaccination coverage arbitrarily close to the societal optimum with high
- open-mindedness
- levels.
Conclusions:
- The parameter
- beta
- , representing
- open-mindedness
- , is crucial for understanding voluntary vaccination.
- Incorporating psychological realism via generalized switching probabilities can lead to more effective public health strategies.
- Promoting
- open-mindedness
- could be a viable strategy to increase vaccination coverage towards optimal levels.
Related Concept Videos
Vaccinations
51.3K
Overview
51.3K
Cancer Vaccines
984
Cancer treatment vaccines are a rapidly evolving field that offers a promising approach to immunotherapy. Unlike traditional vaccines that prevent diseases, cancer treatment vaccines are designed to treat existing cancers by stimulating the immune system to recognize and attack cancer cells.
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...
984
Optimal Foraging
13.7K
How animals obtain and eat their food is called foraging behavior. Foraging can include searching for plants and hunting for prey and depends on the species and environment.
13.7K
Secondary Motives: Power Motivation and Achievement Motivation
538
Power motivation and achievement motivation are two essential social motives identified by psychologist David McClelland. These motives influence behavior in various personal and professional contexts, shaping how individuals interact with others and pursue their goals.
Power motivation is characterized by the desire to influence, control, or have an impact on others. It is shaped by an individual's experiences, social environment, and cultural context. People with high power motivation are...
Power motivation is characterized by the desire to influence, control, or have an impact on others. It is shaped by an individual's experiences, social environment, and cultural context. People with high power motivation are...
538
Optimization Problems
45
Optimization problems often involve identifying maximum or minimum values under specific constraints. A well-known example is determining the longest horizontal pipe that can be moved around a right-angled corner, where a 3-meter-wide hallway meets a 2-meter-wide hallway. This scenario, common in architectural design and industrial transport, can be understood conceptually through geometric and trigonometric reasoning.To visualize the problem, consider the pipe as a straight line that touches...
45
Optimal Arousal Theory
788
The optimal arousal theory suggests that performance is maximized when an individual experiences a moderate level of arousal. This theory is closely tied to the Yerkes-Dodson law, which illustrates an inverted U-shaped relationship between arousal and performance. The law, formulated by psychologists Robert Yerkes and John Dodson, implies an ideal arousal level for optimal performance, and deviations from this level can lead to declines in effectiveness.
Inverted U-Shaped Performance Curve
The...
Inverted U-Shaped Performance Curve
The...
788


