On legitimacy feedback mechanisms in agent-based modeling of civil violence

Detalhes bibliográficos
Autor(a) principal: Lemos, C. M.
Data de Publicação: 2016
Outros Autores: Lopes, R. J., Coelho, H.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/10669
Resumo: Epstein's agent-based model (ABM) of civil violence has been very popular and successful due to its formulation soundness, simplicity, and explanatory power. Variants of this model have been proposed for the simulation of different types of social conflict phenomena (worker protest, riots, or urban crime) and for investigating the effect of mechanisms that are not considered in the original model. In a previous work, we introduced imprisonment delay, “news impact,” and legitimacy feedback effects in Epstein's ABM of civil violence. In this paper, we focused specifically on improving the formulation of legitimacy feedback. In the model presented herein, legitimacy varies as a function of subindicators identified in theoretical studies on legitimacy measurement. We considered four different functions for expressing the legitimacy—weighted average, geometric mean, exponentially decaying “system support,” and “justification”—and two different feedback mechanisms: homogeneous (global) perceived legitimacy and heterogeneous (agent-dependent) perceived legitimacy. It was found that, for certain combinations of input parameters, the present model produced solutions with an initial period of calm with small bursts of rebellion, followed by a sudden large-scale rebellion after which intermittent bursts of rebellion occur (as in Epstein's model), where legitimacy drops never returning to the initial level. These results provide an alternative explanation of the mechanisms by which apparently stable authoritarian regimes, when facing an unexpected large-scale uprising, respond with repression and afterward struggle with intermittent bursts of rebellion because they are perceived as illegitimate. The present model can also be used to test theories on the aggregation of legitimacy indicators in a global legitimacy score.
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spelling On legitimacy feedback mechanisms in agent-based modeling of civil violenceEpstein's agent-based model (ABM) of civil violence has been very popular and successful due to its formulation soundness, simplicity, and explanatory power. Variants of this model have been proposed for the simulation of different types of social conflict phenomena (worker protest, riots, or urban crime) and for investigating the effect of mechanisms that are not considered in the original model. In a previous work, we introduced imprisonment delay, “news impact,” and legitimacy feedback effects in Epstein's ABM of civil violence. In this paper, we focused specifically on improving the formulation of legitimacy feedback. In the model presented herein, legitimacy varies as a function of subindicators identified in theoretical studies on legitimacy measurement. We considered four different functions for expressing the legitimacy—weighted average, geometric mean, exponentially decaying “system support,” and “justification”—and two different feedback mechanisms: homogeneous (global) perceived legitimacy and heterogeneous (agent-dependent) perceived legitimacy. It was found that, for certain combinations of input parameters, the present model produced solutions with an initial period of calm with small bursts of rebellion, followed by a sudden large-scale rebellion after which intermittent bursts of rebellion occur (as in Epstein's model), where legitimacy drops never returning to the initial level. These results provide an alternative explanation of the mechanisms by which apparently stable authoritarian regimes, when facing an unexpected large-scale uprising, respond with repression and afterward struggle with intermittent bursts of rebellion because they are perceived as illegitimate. The present model can also be used to test theories on the aggregation of legitimacy indicators in a global legitimacy score.Wiley2016-01-14T16:02:03Z2016-01-01T00:00:00Z20162019-04-05T17:11:06Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/10669eng0884-817310.1002/int.21747Lemos, C. M.Lopes, R. J.Coelho, H.info:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-09T17:52:17Zoai:repositorio.iscte-iul.pt:10071/10669Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:26:02.133744Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv On legitimacy feedback mechanisms in agent-based modeling of civil violence
title On legitimacy feedback mechanisms in agent-based modeling of civil violence
spellingShingle On legitimacy feedback mechanisms in agent-based modeling of civil violence
Lemos, C. M.
title_short On legitimacy feedback mechanisms in agent-based modeling of civil violence
title_full On legitimacy feedback mechanisms in agent-based modeling of civil violence
title_fullStr On legitimacy feedback mechanisms in agent-based modeling of civil violence
title_full_unstemmed On legitimacy feedback mechanisms in agent-based modeling of civil violence
title_sort On legitimacy feedback mechanisms in agent-based modeling of civil violence
author Lemos, C. M.
author_facet Lemos, C. M.
Lopes, R. J.
Coelho, H.
author_role author
author2 Lopes, R. J.
Coelho, H.
author2_role author
author
dc.contributor.author.fl_str_mv Lemos, C. M.
Lopes, R. J.
Coelho, H.
description Epstein's agent-based model (ABM) of civil violence has been very popular and successful due to its formulation soundness, simplicity, and explanatory power. Variants of this model have been proposed for the simulation of different types of social conflict phenomena (worker protest, riots, or urban crime) and for investigating the effect of mechanisms that are not considered in the original model. In a previous work, we introduced imprisonment delay, “news impact,” and legitimacy feedback effects in Epstein's ABM of civil violence. In this paper, we focused specifically on improving the formulation of legitimacy feedback. In the model presented herein, legitimacy varies as a function of subindicators identified in theoretical studies on legitimacy measurement. We considered four different functions for expressing the legitimacy—weighted average, geometric mean, exponentially decaying “system support,” and “justification”—and two different feedback mechanisms: homogeneous (global) perceived legitimacy and heterogeneous (agent-dependent) perceived legitimacy. It was found that, for certain combinations of input parameters, the present model produced solutions with an initial period of calm with small bursts of rebellion, followed by a sudden large-scale rebellion after which intermittent bursts of rebellion occur (as in Epstein's model), where legitimacy drops never returning to the initial level. These results provide an alternative explanation of the mechanisms by which apparently stable authoritarian regimes, when facing an unexpected large-scale uprising, respond with repression and afterward struggle with intermittent bursts of rebellion because they are perceived as illegitimate. The present model can also be used to test theories on the aggregation of legitimacy indicators in a global legitimacy score.
publishDate 2016
dc.date.none.fl_str_mv 2016-01-14T16:02:03Z
2016-01-01T00:00:00Z
2016
2019-04-05T17:11:06Z
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10.1002/int.21747
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