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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8392477 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |