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Market Choices Driven by Reference Groups: A Comparison of Analytical and Simulation Results on Random Networks

The present paper reports simulation results for a simple model of reference group influence on market choices, e.g., brand selection. The model was simulated on three types of random graphs, Erdos–Renyi, Barabasi–Albert, and Watts–Strogatz. The estimates of equilibria based on the simulation result...

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Autor principal: Ramsza, Michał
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8392477/
https://www.ncbi.nlm.nih.gov/pubmed/34441147
http://dx.doi.org/10.3390/e23081007
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author Ramsza, Michał
author_facet Ramsza, Michał
author_sort Ramsza, Michał
collection PubMed
description The present paper reports simulation results for a simple model of reference group influence on market choices, e.g., brand selection. The model was simulated on three types of random graphs, Erdos–Renyi, Barabasi–Albert, and Watts–Strogatz. The estimates of equilibria based on the simulation results were compared to the equilibria of the theoretical model. It was verified that the simulations exhibited the same qualitative behavior as the theoretical model, and for graphs with high connectivity and low clustering, the quantitative predictions offered a viable approximation. These results allowed extending the results from the simple theoretical model to networks. Thus, by increasing the positive response towards the reference group, the third party may create a bistable situation with two equilibria at which respective brands dominate the market. This task is easier for large reference groups.
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spelling pubmed-83924772021-08-28 Market Choices Driven by Reference Groups: A Comparison of Analytical and Simulation Results on Random Networks Ramsza, Michał Entropy (Basel) Article The present paper reports simulation results for a simple model of reference group influence on market choices, e.g., brand selection. The model was simulated on three types of random graphs, Erdos–Renyi, Barabasi–Albert, and Watts–Strogatz. The estimates of equilibria based on the simulation results were compared to the equilibria of the theoretical model. It was verified that the simulations exhibited the same qualitative behavior as the theoretical model, and for graphs with high connectivity and low clustering, the quantitative predictions offered a viable approximation. These results allowed extending the results from the simple theoretical model to networks. Thus, by increasing the positive response towards the reference group, the third party may create a bistable situation with two equilibria at which respective brands dominate the market. This task is easier for large reference groups. MDPI 2021-08-01 /pmc/articles/PMC8392477/ /pubmed/34441147 http://dx.doi.org/10.3390/e23081007 Text en © 2021 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ramsza, Michał
Market Choices Driven by Reference Groups: A Comparison of Analytical and Simulation Results on Random Networks
title Market Choices Driven by Reference Groups: A Comparison of Analytical and Simulation Results on Random Networks
title_full Market Choices Driven by Reference Groups: A Comparison of Analytical and Simulation Results on Random Networks
title_fullStr Market Choices Driven by Reference Groups: A Comparison of Analytical and Simulation Results on Random Networks
title_full_unstemmed Market Choices Driven by Reference Groups: A Comparison of Analytical and Simulation Results on Random Networks
title_short Market Choices Driven by Reference Groups: A Comparison of Analytical and Simulation Results on Random Networks
title_sort market choices driven by reference groups: a comparison of analytical and simulation results on random networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8392477/
https://www.ncbi.nlm.nih.gov/pubmed/34441147
http://dx.doi.org/10.3390/e23081007
work_keys_str_mv AT ramszamichał marketchoicesdrivenbyreferencegroupsacomparisonofanalyticalandsimulationresultsonrandomnetworks