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The Effect of Incentives and Meta-incentives on the Evolution of Cooperation

Although positive incentives for cooperators and/or negative incentives for free-riders in social dilemmas play an important role in maintaining cooperation, there is still the outstanding issue of who should pay the cost of incentives. The second-order free-rider problem, in which players who do no...

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Autores principales: Okada, Isamu, Yamamoto, Hitoshi, Toriumi, Fujio, Sasaki, Tatsuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4431686/
https://www.ncbi.nlm.nih.gov/pubmed/25974684
http://dx.doi.org/10.1371/journal.pcbi.1004232
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author Okada, Isamu
Yamamoto, Hitoshi
Toriumi, Fujio
Sasaki, Tatsuya
author_facet Okada, Isamu
Yamamoto, Hitoshi
Toriumi, Fujio
Sasaki, Tatsuya
author_sort Okada, Isamu
collection PubMed
description Although positive incentives for cooperators and/or negative incentives for free-riders in social dilemmas play an important role in maintaining cooperation, there is still the outstanding issue of who should pay the cost of incentives. The second-order free-rider problem, in which players who do not provide the incentives dominate in a game, is a well-known academic challenge. In order to meet this challenge, we devise and analyze a meta-incentive game that integrates positive incentives (rewards) and negative incentives (punishments) with second-order incentives, which are incentives for other players’ incentives. The critical assumption of our model is that players who tend to provide incentives to other players for their cooperative or non-cooperative behavior also tend to provide incentives to their incentive behaviors. In this paper, we solve the replicator dynamics for a simple version of the game and analytically categorize the game types into four groups. We find that the second-order free-rider problem is completely resolved without any third-order or higher (meta) incentive under the assumption. To do so, a second-order costly incentive, which is given individually (peer-to-peer) after playing donation games, is needed. The paper concludes that (1) second-order incentives for first-order reward are necessary for cooperative regimes, (2) a system without first-order rewards cannot maintain a cooperative regime, (3) a system with first-order rewards and no incentives for rewards is the worst because it never reaches cooperation, and (4) a system with rewards for incentives is more likely to be a cooperative regime than a system with punishments for incentives when the cost-effect ratio of incentives is sufficiently large. This solution is general and strong in the sense that the game does not need any centralized institution or proactive system for incentives.
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spelling pubmed-44316862015-05-27 The Effect of Incentives and Meta-incentives on the Evolution of Cooperation Okada, Isamu Yamamoto, Hitoshi Toriumi, Fujio Sasaki, Tatsuya PLoS Comput Biol Research Article Although positive incentives for cooperators and/or negative incentives for free-riders in social dilemmas play an important role in maintaining cooperation, there is still the outstanding issue of who should pay the cost of incentives. The second-order free-rider problem, in which players who do not provide the incentives dominate in a game, is a well-known academic challenge. In order to meet this challenge, we devise and analyze a meta-incentive game that integrates positive incentives (rewards) and negative incentives (punishments) with second-order incentives, which are incentives for other players’ incentives. The critical assumption of our model is that players who tend to provide incentives to other players for their cooperative or non-cooperative behavior also tend to provide incentives to their incentive behaviors. In this paper, we solve the replicator dynamics for a simple version of the game and analytically categorize the game types into four groups. We find that the second-order free-rider problem is completely resolved without any third-order or higher (meta) incentive under the assumption. To do so, a second-order costly incentive, which is given individually (peer-to-peer) after playing donation games, is needed. The paper concludes that (1) second-order incentives for first-order reward are necessary for cooperative regimes, (2) a system without first-order rewards cannot maintain a cooperative regime, (3) a system with first-order rewards and no incentives for rewards is the worst because it never reaches cooperation, and (4) a system with rewards for incentives is more likely to be a cooperative regime than a system with punishments for incentives when the cost-effect ratio of incentives is sufficiently large. This solution is general and strong in the sense that the game does not need any centralized institution or proactive system for incentives. Public Library of Science 2015-05-14 /pmc/articles/PMC4431686/ /pubmed/25974684 http://dx.doi.org/10.1371/journal.pcbi.1004232 Text en © 2015 Okada et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Okada, Isamu
Yamamoto, Hitoshi
Toriumi, Fujio
Sasaki, Tatsuya
The Effect of Incentives and Meta-incentives on the Evolution of Cooperation
title The Effect of Incentives and Meta-incentives on the Evolution of Cooperation
title_full The Effect of Incentives and Meta-incentives on the Evolution of Cooperation
title_fullStr The Effect of Incentives and Meta-incentives on the Evolution of Cooperation
title_full_unstemmed The Effect of Incentives and Meta-incentives on the Evolution of Cooperation
title_short The Effect of Incentives and Meta-incentives on the Evolution of Cooperation
title_sort effect of incentives and meta-incentives on the evolution of cooperation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4431686/
https://www.ncbi.nlm.nih.gov/pubmed/25974684
http://dx.doi.org/10.1371/journal.pcbi.1004232
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