Cargando…

Adapting Axelrod’s cultural dissemination model for simulating peer effects

We present a generic method for considering incomplete but gradually expandable sociological data in agent-based modeling based on the classic model of cultural dissemination by Axelrod. Our method extension was inspired by research on the diffusion of citizen photovoltaic initiatives, i.e. by initi...

Descripción completa

Detalles Bibliográficos
Autores principales: Hofer, Christian, Lechner, Gernot, Brudermann, Thomas, Füllsack, Manfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5198740/
https://www.ncbi.nlm.nih.gov/pubmed/28053880
http://dx.doi.org/10.1016/j.mex.2016.11.003
_version_ 1782488885320744960
author Hofer, Christian
Lechner, Gernot
Brudermann, Thomas
Füllsack, Manfred
author_facet Hofer, Christian
Lechner, Gernot
Brudermann, Thomas
Füllsack, Manfred
author_sort Hofer, Christian
collection PubMed
description We present a generic method for considering incomplete but gradually expandable sociological data in agent-based modeling based on the classic model of cultural dissemination by Axelrod. Our method extension was inspired by research on the diffusion of citizen photovoltaic initiatives, i.e. by initiatives in which citizens collectively invest in photovoltaic plants and share the profits. Owing to the absence of empirical interaction parameters, the Axelrod model was used as basis for considering peer effects with contrived interaction data that can be updated from empirical surveys later on. The Axelrod model was extended to cover the following additional features: • Consideration of empirical social science data for concrete social interaction. • Development of a variable and fine-tunable interaction function for agents. • Deployment of a generic procedure for modeling peer effects in agent-based models.
format Online
Article
Text
id pubmed-5198740
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-51987402017-01-04 Adapting Axelrod’s cultural dissemination model for simulating peer effects Hofer, Christian Lechner, Gernot Brudermann, Thomas Füllsack, Manfred MethodsX Method Article We present a generic method for considering incomplete but gradually expandable sociological data in agent-based modeling based on the classic model of cultural dissemination by Axelrod. Our method extension was inspired by research on the diffusion of citizen photovoltaic initiatives, i.e. by initiatives in which citizens collectively invest in photovoltaic plants and share the profits. Owing to the absence of empirical interaction parameters, the Axelrod model was used as basis for considering peer effects with contrived interaction data that can be updated from empirical surveys later on. The Axelrod model was extended to cover the following additional features: • Consideration of empirical social science data for concrete social interaction. • Development of a variable and fine-tunable interaction function for agents. • Deployment of a generic procedure for modeling peer effects in agent-based models. Elsevier 2016-11-21 /pmc/articles/PMC5198740/ /pubmed/28053880 http://dx.doi.org/10.1016/j.mex.2016.11.003 Text en © 2016 The Author(s) http://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
Hofer, Christian
Lechner, Gernot
Brudermann, Thomas
Füllsack, Manfred
Adapting Axelrod’s cultural dissemination model for simulating peer effects
title Adapting Axelrod’s cultural dissemination model for simulating peer effects
title_full Adapting Axelrod’s cultural dissemination model for simulating peer effects
title_fullStr Adapting Axelrod’s cultural dissemination model for simulating peer effects
title_full_unstemmed Adapting Axelrod’s cultural dissemination model for simulating peer effects
title_short Adapting Axelrod’s cultural dissemination model for simulating peer effects
title_sort adapting axelrod’s cultural dissemination model for simulating peer effects
topic Method Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5198740/
https://www.ncbi.nlm.nih.gov/pubmed/28053880
http://dx.doi.org/10.1016/j.mex.2016.11.003
work_keys_str_mv AT hoferchristian adaptingaxelrodsculturaldisseminationmodelforsimulatingpeereffects
AT lechnergernot adaptingaxelrodsculturaldisseminationmodelforsimulatingpeereffects
AT brudermannthomas adaptingaxelrodsculturaldisseminationmodelforsimulatingpeereffects
AT fullsackmanfred adaptingaxelrodsculturaldisseminationmodelforsimulatingpeereffects