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Beal Cohen AA, Muneepeerakul R, Kiker G. Intra-group decision-making in agent-based models. Sci Rep 2021; 11:17709. [PMID: 34489484 PMCID: PMC8421336 DOI: 10.1038/s41598-021-96661-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 08/10/2021] [Indexed: 11/09/2022] Open
Abstract
Many agent-based models (ABMs) try to explain large-scale phenomena by reducing them to behaviors at lower scales. At these scales in social systems are functional groups such as households, religious congregations, coops and local governments. The intra-group dynamics of functional groups often generate inefficient or unexpected behavior that cannot be predicted by modeling groups as basic units. We introduce a framework for modeling intra-group decision-making and its interaction with social norms, using the household as our focus. We select phenomena related to women’s empowerment in agriculture as examples influenced by both intra-household dynamics and gender norms. Our framework proves more capable of replicating these phenomena than two common types of ABMs. We conclude that it is not enough to build multi-scale models; explaining social behaviors entails modeling intra-scale dynamics.
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Affiliation(s)
- Allegra A Beal Cohen
- Department of Agricultural and Biological Engineering, University of Florida, 1741 Museum Road, PO Box 110570, Gainesville, FL, 32611-0570, USA.
| | - Rachata Muneepeerakul
- Department of Agricultural and Biological Engineering, University of Florida, 1741 Museum Road, PO Box 110570, Gainesville, FL, 32611-0570, USA
| | - Gregory Kiker
- Department of Agricultural and Biological Engineering, University of Florida, 1741 Museum Road, PO Box 110570, Gainesville, FL, 32611-0570, USA
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Santos JI, Pereda M, Zurro D, Álvarez M, Caro J, Galán JM, Briz i Godino I. Effect of resource spatial correlation and hunter-fisher-gatherer mobility on social cooperation in Tierra del Fuego. PLoS One 2015; 10:e0121888. [PMID: 25853728 PMCID: PMC4390331 DOI: 10.1371/journal.pone.0121888] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Accepted: 02/04/2015] [Indexed: 11/19/2022] Open
Abstract
This article presents an agent-based model designed to explore the development of cooperation in hunter-fisher-gatherer societies that face a dilemma of sharing an unpredictable resource that is randomly distributed in space. The model is a stylised abstraction of the Yamana society, which inhabited the channels and islands of the southernmost part of Tierra del Fuego (Argentina-Chile). According to ethnographic sources, the Yamana developed cooperative behaviour supported by an indirect reciprocity mechanism: whenever someone found an extraordinary confluence of resources, such as a beached whale, they would use smoke signals to announce their find, bringing people together to share food and exchange different types of social capital. The model provides insight on how the spatial concentration of beachings and agents' movements in the space can influence cooperation. We conclude that the emergence of informal and dynamic communities that operate as a vigilance network preserves cooperation and makes defection very costly.
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Affiliation(s)
- José Ignacio Santos
- INSISOC, Universidad de Burgos, Escuela Politécnica Superior, Edif. “La Milanera”, Burgos, Spain
- * E-mail:
| | - María Pereda
- INSISOC, Universidad de Burgos, Escuela Politécnica Superior, Edif. “La Milanera”, Burgos, Spain
| | - Débora Zurro
- CaSEs, Department of Archaeology and Anthropology, IMF-CSIC, Barcelona, Spain
| | - Myrian Álvarez
- CONICET-CADIC, Bernardo Houssay, 200, Ushuaia, Argentina
| | - Jorge Caro
- CaSEs, GSADI, Department of Sociology, Universitat Autònoma de Barcelona, Barcelona, Spain
- BSC-CNS, Barcelona Supercomputing Center, Nexus I. C/ Gran Capità, 2–4, Barcelona, Spain
| | - José Manuel Galán
- INSISOC, Universidad de Burgos, Escuela Politécnica Superior, Edif. “La Milanera”, Burgos, Spain
| | - Ivan Briz i Godino
- CONICET-CADIC, Bernardo Houssay, 200, Ushuaia, Argentina
- Department of Archaeology, University of York, York, United Kingdom
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Abstract
Metanorms is a mechanism proposed to promote cooperation in social dilemmas. Recent experimental results show that network structures that underlie social interactions influence the emergence of norms that promote cooperation. We generalize Axelrod's analysis of metanorms dynamics to interactions unfolding on networks through simulation and mathematical modeling. Network topology strongly influences the effectiveness of the metanorms mechanism in establishing cooperation. In particular, we find that average degree, clustering coefficient and the average number of triplets per node play key roles in sustaining or collapsing cooperation.
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Affiliation(s)
- José M Galán
- Área de Organización de Empresas, Departamento de Ingeniería Civil, Universidad de Burgos, Burgos, Spain.
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