Intra-group decision-making in agent-based models

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 gen...

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Veröffentlicht in:Scientific reports 2021-09, Vol.11 (1), p.17709-17709, Article 17709
Hauptverfasser: Beal Cohen, Allegra A., Muneepeerakul, Rachata, Kiker, Gregory
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:2045-2322
2045-2322
DOI:10.1038/s41598-021-96661-5