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Spillover modes in multiplex games: double-edged effects on cooperation and their coevolution.
Tommy Khoo1, Feng Fu2,3, Scott Pauls2
1Department of Mathematics, Dartmouth College, Hanover, NH, 03755, USA. tommy.za.khoo@gmail.com.
Spillover between social contexts has mixed effects on cooperation in multiplex networks. Moderate spillover can boost cooperation, but excessive spillover is detrimental, with outcomes depending on initial cooperation levels.
Area of Science:
- Evolutionary Game Theory
- Network Science
- Social Dynamics
Background:
- Growing interest in games on multiplex networks.
- Limited understanding of cross-context strategy interference (spillover) on cooperation.
- Need to quantify spillover effects in linked social contexts.
Purpose of the Study:
- To investigate the impact of three plausible spillover modes on cooperation evolution.
- To analyze how cross-layer strategy transfer and implementation errors affect cooperation.
- To compare the co-evolutionary dynamics of strategies under different spillover conditions.
Main Methods:
- Modeling social interactions on two network layers: lattice and random.
- Utilizing extended pair approximation for analytical results.
- Conducting extensive simulations to validate analytical findings.
Main Results:
- Spillover exhibits double-edged effects: promoting cooperation when favored in one layer, but hindering it at high intensities.
- Discovered bistability: spillover's impact (hindering or promoting cooperation) depends on initial cooperation frequencies.
- Identified distinct co-evolutionary dynamics for strategies across different spillover modes.
Conclusions:
- Spillover's influence on cooperation is complex and context-dependent.
- Results offer testable predictions for future research on human cooperation.
- Findings illuminate cooperation dynamics across diverse social domains.
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What is a Mode?
There can be more than one mode in a data set if multiple values have the same highest frequency. For instance, suppose that the Statistics exam scores of 20 students are: 50; 53; 59; 59; 63; 63; 72; 72; 72; 72; 72; 76; 78; 81; 83; 84; 84; 84; 90; 93. Here, the mode is 72, as it occurs most frequently, five times.
A data set with two modes is called bimodal. For example,...

