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Published in: Journal of Economic Interaction and Coordination 1/2017

28-04-2015 | Regular Article

Dynamic patterns in similarity-based cooperation: an agent-based investigation

Authors: Caterina Cruciani, Anna Moretti, Paolo Pellizzari

Published in: Journal of Economic Interaction and Coordination | Issue 1/2017

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Abstract

Understanding what motivates and fosters collective actions has major implications in the governance and management of organizations, in the regulation and design of public policies, and has long attracted the interests of scholars and practitioners in business and economics. This paper deals with how groups of agents emerge in a dynamic contest characterized by lack of formal structure and uncertainty regarding the possible individual outcomes, focusing on the features of the cooperators and on the dynamics emerging among them. Through the development of a stylized agent-based model we start by showing how similarity in values can be a successful driver for cooperation but are also able to highlight the limits of such process, by looking at how and how much agents cooperate with similar others. A second-version of the model, where memory of past interactions has a role, introduces further dynamics and is able to create successful and relatively stable groups.

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Footnotes
1
Cruciani et al. (2013) showed how within this model the convergence of values is able to reduce the effect of potential within-group segregation that kicks in when, for instance, better information is available and agents more quickly learn about potential partnership (through experience). This links the present work and its possible extensions to the literature on social identity, which points out that if subjects have similar values but different endowments, the willingness to support the lower-endowed with the same identity (high similarity) is increased (Klor and Shayo 2010).
 
Literature
go back to reference Akerlof GA, Kranton RE (2000) Economics and identity. Q J Econ 115(3):715–753CrossRef Akerlof GA, Kranton RE (2000) Economics and identity. Q J Econ 115(3):715–753CrossRef
go back to reference Alesina A, La Ferrara E (2000) Participation in heterogeneous communities. Q J Econ 115(3):847–904CrossRef Alesina A, La Ferrara E (2000) Participation in heterogeneous communities. Q J Econ 115(3):847–904CrossRef
go back to reference Axelrod R (1984) The evolution of cooperation. Basic Books Inc, New York Axelrod R (1984) The evolution of cooperation. Basic Books Inc, New York
go back to reference Axelrod R, Dion D (1988) The further evolution of cooperation. Science 242(4884):1385–1390CrossRef Axelrod R, Dion D (1988) The further evolution of cooperation. Science 242(4884):1385–1390CrossRef
go back to reference Berg J, Dickhaut J, McCabe K (1995) Trust, reciprocity and social history. Games Econ Behav X:122–142CrossRef Berg J, Dickhaut J, McCabe K (1995) Trust, reciprocity and social history. Games Econ Behav X:122–142CrossRef
go back to reference Chen Y, Li SX (2009) Group identity and social preferences. Am Econ Rev 99(1):431–457CrossRef Chen Y, Li SX (2009) Group identity and social preferences. Am Econ Rev 99(1):431–457CrossRef
go back to reference Cohen MD, Riolo RL, Axelrod R (2001) The role of social structure in the maintenance of cooperative regimes. Ration Soc 31(1):5–32CrossRef Cohen MD, Riolo RL, Axelrod R (2001) The role of social structure in the maintenance of cooperative regimes. Ration Soc 31(1):5–32CrossRef
go back to reference Cruciani C, Moretti A, Pellizzari P (2013) Sense making and information in an agent-based model of cooperation. Manag Market Complex Approach Artif Econ 662:127–140CrossRef Cruciani C, Moretti A, Pellizzari P (2013) Sense making and information in an agent-based model of cooperation. Manag Market Complex Approach Artif Econ 662:127–140CrossRef
go back to reference Edmonds B (2006) The emergence of symbiotic groups resulting from skill-differentiation and tags. J Artif Soc Soc Simul 9(1):10 Edmonds B (2006) The emergence of symbiotic groups resulting from skill-differentiation and tags. J Artif Soc Soc Simul 9(1):10
go back to reference Guth W, Schmittberger R, Schwarze B (1982) An experimental analysis of ultimatium bargaining. J Econ Behav Organ III:367–388CrossRef Guth W, Schmittberger R, Schwarze B (1982) An experimental analysis of ultimatium bargaining. J Econ Behav Organ III:367–388CrossRef
go back to reference Hegselmann R (1994) Humboldt’s argument against the welfare state: a reconstruction in terms of game theory. Vienna Circ Inst Yearb 2:229–243CrossRef Hegselmann R (1994) Humboldt’s argument against the welfare state: a reconstruction in terms of game theory. Vienna Circ Inst Yearb 2:229–243CrossRef
go back to reference Huston T, Levinger G (1978) Interpersonal attraction and relationships. Ann Rev Psychol 29:115–156CrossRef Huston T, Levinger G (1978) Interpersonal attraction and relationships. Ann Rev Psychol 29:115–156CrossRef
go back to reference Kandel E, Lazear EP (1992) Peer pressure and partnerships. J Polit Econ 100(4):801–817CrossRef Kandel E, Lazear EP (1992) Peer pressure and partnerships. J Polit Econ 100(4):801–817CrossRef
go back to reference Kim J-W (2010) A tag-based evolutionary prisoner’s dilemma game on networks with different topologies. J Artif Soc Soc Simul 13(3):2 Kim J-W (2010) A tag-based evolutionary prisoner’s dilemma game on networks with different topologies. J Artif Soc Soc Simul 13(3):2
go back to reference Klor EF, Shayo M (2010) Social identity and preferences over redistribution. J Public Econ 94(34):269–278CrossRef Klor EF, Shayo M (2010) Social identity and preferences over redistribution. J Public Econ 94(34):269–278CrossRef
go back to reference Ledyard J (1995) Public goods: a survey of experimental research. In: Roth A, Kagel J (eds) Handbook of experimental economics. Princeton University Press, Princeton Ledyard J (1995) Public goods: a survey of experimental research. In: Roth A, Kagel J (eds) Handbook of experimental economics. Princeton University Press, Princeton
go back to reference Lidenberg S (1982) Sharing groups: theory and suggested applications. J Math Sociol 9(1):33–62CrossRef Lidenberg S (1982) Sharing groups: theory and suggested applications. J Math Sociol 9(1):33–62CrossRef
go back to reference Lincoln J, Miller J (1979) Work and friendship ties in organizations: a comparative analysis of relational networks. Adm Sci Q 24:181–199CrossRef Lincoln J, Miller J (1979) Work and friendship ties in organizations: a comparative analysis of relational networks. Adm Sci Q 24:181–199CrossRef
go back to reference Lomborg B (1996) Nucleus and shield: the evolution of social structure in the iterated prisoner’s dilemma. Am Soc Rev 61(2):278–307CrossRef Lomborg B (1996) Nucleus and shield: the evolution of social structure in the iterated prisoner’s dilemma. Am Soc Rev 61(2):278–307CrossRef
go back to reference McPherson M, Smith-Lovin L, Cook JM (2001) Birds of a feather: homophily in social networks. Ann Rev Sociol 27:415–444CrossRef McPherson M, Smith-Lovin L, Cook JM (2001) Birds of a feather: homophily in social networks. Ann Rev Sociol 27:415–444CrossRef
go back to reference Mesterton-Gibbons M, Gavrilets S, Gravner J, Akay E (2011) Models of coalition or alliance formation. J Theor Biol 274(1):187–204CrossRef Mesterton-Gibbons M, Gavrilets S, Gravner J, Akay E (2011) Models of coalition or alliance formation. J Theor Biol 274(1):187–204CrossRef
go back to reference Molinas J (1998) The impact of inequality, gender, external assistance and social capital on local-level cooperation. World Dev 26(3):413–431CrossRef Molinas J (1998) The impact of inequality, gender, external assistance and social capital on local-level cooperation. World Dev 26(3):413–431CrossRef
go back to reference Nowak MA, Sigmund K (1998) The dynamics of indirect reciprocity. J Theor Biol 194(4):561–574CrossRef Nowak MA, Sigmund K (1998) The dynamics of indirect reciprocity. J Theor Biol 194(4):561–574CrossRef
go back to reference Poortinga W, Pidgeon NF (2006) Exploring the structure of attitudes toward genetically modified food. Risk Anal 26(6):1707–1719CrossRef Poortinga W, Pidgeon NF (2006) Exploring the structure of attitudes toward genetically modified food. Risk Anal 26(6):1707–1719CrossRef
go back to reference Riolo RL, Cohen MD, Axelrod R (2001) Evolution of cooperation without reciprocity. Nature 414:441–443CrossRef Riolo RL, Cohen MD, Axelrod R (2001) Evolution of cooperation without reciprocity. Nature 414:441–443CrossRef
go back to reference Siegrist M, Cvetkovich G, Roth C (2000) Salient value similarity, social trust, and risk/benefit perception. Risk Anal 20(3):353–362CrossRef Siegrist M, Cvetkovich G, Roth C (2000) Salient value similarity, social trust, and risk/benefit perception. Risk Anal 20(3):353–362CrossRef
go back to reference Sosis R, Ruffle B (2006) Cooperation and the in-group-out-group bias: a field test on Israeli kibbutz members and city residents. Artefactual field experiments 0075, The field experiments website Sosis R, Ruffle B (2006) Cooperation and the in-group-out-group bias: a field test on Israeli kibbutz members and city residents. Artefactual field experiments 0075, The field experiments website
go back to reference Verbrugge L (1977) The structure of adult friendship choices. Soc Forces 56:576–597CrossRef Verbrugge L (1977) The structure of adult friendship choices. Soc Forces 56:576–597CrossRef
Metadata
Title
Dynamic patterns in similarity-based cooperation: an agent-based investigation
Authors
Caterina Cruciani
Anna Moretti
Paolo Pellizzari
Publication date
28-04-2015
Publisher
Springer Berlin Heidelberg
Published in
Journal of Economic Interaction and Coordination / Issue 1/2017
Print ISSN: 1860-711X
Electronic ISSN: 1860-7128
DOI
https://doi.org/10.1007/s11403-015-0155-7

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