A computational cognitive model of behaviors and decisions that modulate pandemic transmission: Expectancy-value, attitudes, self-efficacy, and motivational intensity

We present a computational cognitive model that incorporates and formalizes aspects of theories of individual-level behavior change and present simulations of COVID-19 behavioral response that modulates transmission rates. This formalization includes addressing the psychological constructs of attitu...

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Detalles Bibliográficos
Autores principales: Pirolli, Peter, Lebiere, Christian, Orr, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Psychology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9880284/
https://www.ncbi.nlm.nih.gov/pubmed/36710818
http://dx.doi.org/10.3389/fpsyg.2022.981983
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author Pirolli, Peter
Lebiere, Christian
Orr, Mark
author_facet Pirolli, Peter
Lebiere, Christian
Orr, Mark
author_sort Pirolli, Peter
collection PubMed
description We present a computational cognitive model that incorporates and formalizes aspects of theories of individual-level behavior change and present simulations of COVID-19 behavioral response that modulates transmission rates. This formalization includes addressing the psychological constructs of attitudes, self-efficacy, and motivational intensity. The model yields signature phenomena that appear in the oscillating dynamics of mask wearing and the effective reproduction number, as well as the overall increase of rates of mask-wearing in response to awareness of an ongoing pandemic.
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spelling pubmed-98802842023-01-28 A computational cognitive model of behaviors and decisions that modulate pandemic transmission: Expectancy-value, attitudes, self-efficacy, and motivational intensity Pirolli, Peter Lebiere, Christian Orr, Mark Front Psychol Psychology We present a computational cognitive model that incorporates and formalizes aspects of theories of individual-level behavior change and present simulations of COVID-19 behavioral response that modulates transmission rates. This formalization includes addressing the psychological constructs of attitudes, self-efficacy, and motivational intensity. The model yields signature phenomena that appear in the oscillating dynamics of mask wearing and the effective reproduction number, as well as the overall increase of rates of mask-wearing in response to awareness of an ongoing pandemic. Frontiers Media S.A. 2023-01-13 /pmc/articles/PMC9880284/ /pubmed/36710818 http://dx.doi.org/10.3389/fpsyg.2022.981983 Text en Copyright © 2023 Pirolli, Lebiere and Orr. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Pirolli, Peter
Lebiere, Christian
Orr, Mark
A computational cognitive model of behaviors and decisions that modulate pandemic transmission: Expectancy-value, attitudes, self-efficacy, and motivational intensity
title A computational cognitive model of behaviors and decisions that modulate pandemic transmission: Expectancy-value, attitudes, self-efficacy, and motivational intensity
title_full A computational cognitive model of behaviors and decisions that modulate pandemic transmission: Expectancy-value, attitudes, self-efficacy, and motivational intensity
title_fullStr A computational cognitive model of behaviors and decisions that modulate pandemic transmission: Expectancy-value, attitudes, self-efficacy, and motivational intensity
title_full_unstemmed A computational cognitive model of behaviors and decisions that modulate pandemic transmission: Expectancy-value, attitudes, self-efficacy, and motivational intensity
title_short A computational cognitive model of behaviors and decisions that modulate pandemic transmission: Expectancy-value, attitudes, self-efficacy, and motivational intensity
title_sort computational cognitive model of behaviors and decisions that modulate pandemic transmission: expectancy-value, attitudes, self-efficacy, and motivational intensity
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9880284/
https://www.ncbi.nlm.nih.gov/pubmed/36710818
http://dx.doi.org/10.3389/fpsyg.2022.981983
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