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Institutional modelling: Adding social backbone to agent-based models

Institutional modelling is a branch of agent-based modelling and simulation (ABMS) that pays special attention to the social structure by incorporating institutions into these models. Institutions, in this regard, are the rules of the system that shape individual behaviour and interaction. Instituti...

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Autor principal: Ghorbani, Amineh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9372633/
https://www.ncbi.nlm.nih.gov/pubmed/35968233
http://dx.doi.org/10.1016/j.mex.2022.101801
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author Ghorbani, Amineh
author_facet Ghorbani, Amineh
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description Institutional modelling is a branch of agent-based modelling and simulation (ABMS) that pays special attention to the social structure by incorporating institutions into these models. Institutions, in this regard, are the rules of the system that shape individual behaviour and interaction. Institutional modelling can make use of the Institutional Grammar (IG), which has 6 pre-specified components to conceptualize institutions. The IG can be used for collecting institutional data for modelling purposes, for coding institutions, and for integrating them into different parts of an agent-based model. This modelling approach helps capture the structural complexities of social systems in agent-based models. It also supports the explanation of the emergence and dynamics of institutions, not only for better understanding institutions but also for studying social systems, especially for policy analysis. • Institutional modelling is a branch of agent-based modelling that focuses on and explicitly models the social aspects of socio-ecological-technical systems. • Institutional modelling supports theory development by enabling modellers to study institutions, and institutional change within, the systems they are embedded in. • While agent-based modelling is a bottom-up (individual-based) simulation approach, institutional modelling also incorporates top-down institutional structures and aims at studying interactions between bottom-up processes and top-down structural patterns.
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spelling pubmed-93726332022-08-13 Institutional modelling: Adding social backbone to agent-based models Ghorbani, Amineh MethodsX Method Article Institutional modelling is a branch of agent-based modelling and simulation (ABMS) that pays special attention to the social structure by incorporating institutions into these models. Institutions, in this regard, are the rules of the system that shape individual behaviour and interaction. Institutional modelling can make use of the Institutional Grammar (IG), which has 6 pre-specified components to conceptualize institutions. The IG can be used for collecting institutional data for modelling purposes, for coding institutions, and for integrating them into different parts of an agent-based model. This modelling approach helps capture the structural complexities of social systems in agent-based models. It also supports the explanation of the emergence and dynamics of institutions, not only for better understanding institutions but also for studying social systems, especially for policy analysis. • Institutional modelling is a branch of agent-based modelling that focuses on and explicitly models the social aspects of socio-ecological-technical systems. • Institutional modelling supports theory development by enabling modellers to study institutions, and institutional change within, the systems they are embedded in. • While agent-based modelling is a bottom-up (individual-based) simulation approach, institutional modelling also incorporates top-down institutional structures and aims at studying interactions between bottom-up processes and top-down structural patterns. Elsevier 2022-07-28 /pmc/articles/PMC9372633/ /pubmed/35968233 http://dx.doi.org/10.1016/j.mex.2022.101801 Text en © 2022 The Author https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Method Article
Ghorbani, Amineh
Institutional modelling: Adding social backbone to agent-based models
title Institutional modelling: Adding social backbone to agent-based models
title_full Institutional modelling: Adding social backbone to agent-based models
title_fullStr Institutional modelling: Adding social backbone to agent-based models
title_full_unstemmed Institutional modelling: Adding social backbone to agent-based models
title_short Institutional modelling: Adding social backbone to agent-based models
title_sort institutional modelling: adding social backbone to agent-based models
topic Method Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9372633/
https://www.ncbi.nlm.nih.gov/pubmed/35968233
http://dx.doi.org/10.1016/j.mex.2022.101801
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