Dual attitude model of opinion diffusion: Experiments with epistemically motivated agents

Opinion diffusion is often simulated in agentbased models to reveal the perpetuation of norms and beliefs. This paper presents a dual attitude model where agents’ interaction, information search, and opinion formation are influenced by the need for cognitive closure (NFCC). Two experiments simulated...

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Main Authors: PHANG, Riyang, QIU, Lin, LEUNG, Angela K. Y.
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Language:English
Published: Institutional Knowledge at Singapore Management University 2020
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Online Access:https://ink.library.smu.edu.sg/soss_research/3264
https://ink.library.smu.edu.sg/context/soss_research/article/4521/viewcontent/IEEE_BESC_Proceedings__Dual_Attitude_Model_of_Opinion_Diffusion__Revised.pdf
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spelling sg-smu-ink.soss_research-45212021-01-07T13:45:14Z Dual attitude model of opinion diffusion: Experiments with epistemically motivated agents PHANG, Riyang QIU, Lin LEUNG, Angela K. Y. Opinion diffusion is often simulated in agentbased models to reveal the perpetuation of norms and beliefs. This paper presents a dual attitude model where agents’ interaction, information search, and opinion formation are influenced by the need for cognitive closure (NFCC). Two experiments simulated topic advocacy with either high- or lowNFCC agents. Experiment one initiated societies with unbiased distribution of NFCC levels between advocates of two competing topics, while experiment two initiated biased distributions of NFCC levels between the topics. Results in the unbiased condition showed that the popularity of the majority topic increases over time in high NFCC societies while it decreases over time in low NFCC societies. These results are magnified in the biased context where high NFCC agents provided an NFCCadvantage for their advocaed topic. When high NFCC agents’ advocated topic is the majority or equal at initiation, the topic’s popularity will increase significantly over time. When high NFCC agents’ advocated topic is minority at initiation, these agents resist the assimilative pressures of the majority topic to protect their own topic from popularity losses. Tracking simulations over time revealed different dynamics generated between the two experimental conditions, and showed the roles low NFCC agents and edge-of-cluster agents play in enabling the emergence of such patterns. These results may shed light on the impact NFCC individuals have in within-society and betweensocieties cultural shifts 2020-11-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/soss_research/3264 https://ink.library.smu.edu.sg/context/soss_research/article/4521/viewcontent/IEEE_BESC_Proceedings__Dual_Attitude_Model_of_Opinion_Diffusion__Revised.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School of Social Sciences eng Institutional Knowledge at Singapore Management University Need for Cognitive Closure Opinion Diffusion Social Psychology Political Psychology Cognitive Psychology
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Need for Cognitive Closure
Opinion Diffusion
Social Psychology
Political Psychology
Cognitive Psychology
spellingShingle Need for Cognitive Closure
Opinion Diffusion
Social Psychology
Political Psychology
Cognitive Psychology
PHANG, Riyang
QIU, Lin
LEUNG, Angela K. Y.
Dual attitude model of opinion diffusion: Experiments with epistemically motivated agents
description Opinion diffusion is often simulated in agentbased models to reveal the perpetuation of norms and beliefs. This paper presents a dual attitude model where agents’ interaction, information search, and opinion formation are influenced by the need for cognitive closure (NFCC). Two experiments simulated topic advocacy with either high- or lowNFCC agents. Experiment one initiated societies with unbiased distribution of NFCC levels between advocates of two competing topics, while experiment two initiated biased distributions of NFCC levels between the topics. Results in the unbiased condition showed that the popularity of the majority topic increases over time in high NFCC societies while it decreases over time in low NFCC societies. These results are magnified in the biased context where high NFCC agents provided an NFCCadvantage for their advocaed topic. When high NFCC agents’ advocated topic is the majority or equal at initiation, the topic’s popularity will increase significantly over time. When high NFCC agents’ advocated topic is minority at initiation, these agents resist the assimilative pressures of the majority topic to protect their own topic from popularity losses. Tracking simulations over time revealed different dynamics generated between the two experimental conditions, and showed the roles low NFCC agents and edge-of-cluster agents play in enabling the emergence of such patterns. These results may shed light on the impact NFCC individuals have in within-society and betweensocieties cultural shifts
format text
author PHANG, Riyang
QIU, Lin
LEUNG, Angela K. Y.
author_facet PHANG, Riyang
QIU, Lin
LEUNG, Angela K. Y.
author_sort PHANG, Riyang
title Dual attitude model of opinion diffusion: Experiments with epistemically motivated agents
title_short Dual attitude model of opinion diffusion: Experiments with epistemically motivated agents
title_full Dual attitude model of opinion diffusion: Experiments with epistemically motivated agents
title_fullStr Dual attitude model of opinion diffusion: Experiments with epistemically motivated agents
title_full_unstemmed Dual attitude model of opinion diffusion: Experiments with epistemically motivated agents
title_sort dual attitude model of opinion diffusion: experiments with epistemically motivated agents
publisher Institutional Knowledge at Singapore Management University
publishDate 2020
url https://ink.library.smu.edu.sg/soss_research/3264
https://ink.library.smu.edu.sg/context/soss_research/article/4521/viewcontent/IEEE_BESC_Proceedings__Dual_Attitude_Model_of_Opinion_Diffusion__Revised.pdf
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