Facial expressions and the business cycle

Autores
Aromí, José Daniel; Clements, Adam
Año de publicación
2021
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Fil: Aromí, José Daniel. Pontificia Universidad Católica Argentina. Facultad de Ciencias Económicas. Departamento de Investigación Francisco Vasecchi; Argentina
Fil: Aromí, José Daniel. Universidad de Buenos Aires. Facultad de Ciencias Económicas; Argentina
Fil: Aromí, José Daniel. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Clements, Adam. Queensland University of Technology. School of Economics and Finance; Australia
Abstract: This paper is the first to consider the link between information in the facial expressions of economic actors and economic activity. While much research has focused on text based sentiment, little is understood about the possible information conveyed by facial expressions. A collection of media photographs corresponding to the US economy for the period 1996–2018 is used to construct indices of emotions communicated by facial expressions. The indices are correlated with business cycle conditions, and also contain information about the future state of the business cycle, information that is incremental to that contained in commonly used measures of economic conditions. Social cognition means that emotions transmitted via facial expressions can influence expectations regarding economic prospects, decision making and hence future economic outcomes. The results here open up the possibility of using information from facial expressions to augment existing methods for using text-based sentiment for macroeconomic or financial forecasting.
Fuente
Economic Modelling. 2021, 102
Materia
EMOCIONES
COMUNICACION NO VERBAL
EXPRESIONES FACIALES
CRECIMIENTO ECONOMICO
CICLOS ECONOMICOS
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
Repositorio Institucional (UCA)
Institución
Pontificia Universidad Católica Argentina
OAI Identificador
oai:ucacris:123456789/13354

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oai_identifier_str oai:ucacris:123456789/13354
network_acronym_str RIUCA
repository_id_str 2585
network_name_str Repositorio Institucional (UCA)
spelling Facial expressions and the business cycleAromí, José DanielClements, AdamEMOCIONESCOMUNICACION NO VERBALEXPRESIONES FACIALESCRECIMIENTO ECONOMICOCICLOS ECONOMICOSFil: Aromí, José Daniel. Pontificia Universidad Católica Argentina. Facultad de Ciencias Económicas. Departamento de Investigación Francisco Vasecchi; ArgentinaFil: Aromí, José Daniel. Universidad de Buenos Aires. Facultad de Ciencias Económicas; ArgentinaFil: Aromí, José Daniel. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Clements, Adam. Queensland University of Technology. School of Economics and Finance; AustraliaAbstract: This paper is the first to consider the link between information in the facial expressions of economic actors and economic activity. While much research has focused on text based sentiment, little is understood about the possible information conveyed by facial expressions. A collection of media photographs corresponding to the US economy for the period 1996–2018 is used to construct indices of emotions communicated by facial expressions. The indices are correlated with business cycle conditions, and also contain information about the future state of the business cycle, information that is incremental to that contained in commonly used measures of economic conditions. Social cognition means that emotions transmitted via facial expressions can influence expectations regarding economic prospects, decision making and hence future economic outcomes. The results here open up the possibility of using information from facial expressions to augment existing methods for using text-based sentiment for macroeconomic or financial forecasting.Elsevier2021info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttps://repositorio.uca.edu.ar/handle/123456789/133540264-999310.1016/j.econmod.2021.105563Aromí, J.D., Clements, A. Facial expressions and the business cycle [en línea]. Economic Modelling. 2021, 102 doi:10.1016/j.econmod.2021.105563 Disponible en: https://repositorio.uca.edu.ar/handle/123456789/13354Economic Modelling. 2021, 102reponame:Repositorio Institucional (UCA)instname:Pontificia Universidad Católica Argentinaenginfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/4.0/2025-07-03T10:58:24Zoai:ucacris:123456789/13354instacron:UCAInstitucionalhttps://repositorio.uca.edu.ar/Universidad privadaNo correspondehttps://repositorio.uca.edu.ar/oaiclaudia_fernandez@uca.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:25852025-07-03 10:58:25.095Repositorio Institucional (UCA) - Pontificia Universidad Católica Argentinafalse
dc.title.none.fl_str_mv Facial expressions and the business cycle
title Facial expressions and the business cycle
spellingShingle Facial expressions and the business cycle
Aromí, José Daniel
EMOCIONES
COMUNICACION NO VERBAL
EXPRESIONES FACIALES
CRECIMIENTO ECONOMICO
CICLOS ECONOMICOS
title_short Facial expressions and the business cycle
title_full Facial expressions and the business cycle
title_fullStr Facial expressions and the business cycle
title_full_unstemmed Facial expressions and the business cycle
title_sort Facial expressions and the business cycle
dc.creator.none.fl_str_mv Aromí, José Daniel
Clements, Adam
author Aromí, José Daniel
author_facet Aromí, José Daniel
Clements, Adam
author_role author
author2 Clements, Adam
author2_role author
dc.subject.none.fl_str_mv EMOCIONES
COMUNICACION NO VERBAL
EXPRESIONES FACIALES
CRECIMIENTO ECONOMICO
CICLOS ECONOMICOS
topic EMOCIONES
COMUNICACION NO VERBAL
EXPRESIONES FACIALES
CRECIMIENTO ECONOMICO
CICLOS ECONOMICOS
dc.description.none.fl_txt_mv Fil: Aromí, José Daniel. Pontificia Universidad Católica Argentina. Facultad de Ciencias Económicas. Departamento de Investigación Francisco Vasecchi; Argentina
Fil: Aromí, José Daniel. Universidad de Buenos Aires. Facultad de Ciencias Económicas; Argentina
Fil: Aromí, José Daniel. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Clements, Adam. Queensland University of Technology. School of Economics and Finance; Australia
Abstract: This paper is the first to consider the link between information in the facial expressions of economic actors and economic activity. While much research has focused on text based sentiment, little is understood about the possible information conveyed by facial expressions. A collection of media photographs corresponding to the US economy for the period 1996–2018 is used to construct indices of emotions communicated by facial expressions. The indices are correlated with business cycle conditions, and also contain information about the future state of the business cycle, information that is incremental to that contained in commonly used measures of economic conditions. Social cognition means that emotions transmitted via facial expressions can influence expectations regarding economic prospects, decision making and hence future economic outcomes. The results here open up the possibility of using information from facial expressions to augment existing methods for using text-based sentiment for macroeconomic or financial forecasting.
description Fil: Aromí, José Daniel. Pontificia Universidad Católica Argentina. Facultad de Ciencias Económicas. Departamento de Investigación Francisco Vasecchi; Argentina
publishDate 2021
dc.date.none.fl_str_mv 2021
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://repositorio.uca.edu.ar/handle/123456789/13354
0264-9993
10.1016/j.econmod.2021.105563
Aromí, J.D., Clements, A. Facial expressions and the business cycle [en línea]. Economic Modelling. 2021, 102 doi:10.1016/j.econmod.2021.105563 Disponible en: https://repositorio.uca.edu.ar/handle/123456789/13354
url https://repositorio.uca.edu.ar/handle/123456789/13354
identifier_str_mv 0264-9993
10.1016/j.econmod.2021.105563
Aromí, J.D., Clements, A. Facial expressions and the business cycle [en línea]. Economic Modelling. 2021, 102 doi:10.1016/j.econmod.2021.105563 Disponible en: https://repositorio.uca.edu.ar/handle/123456789/13354
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv Economic Modelling. 2021, 102
reponame:Repositorio Institucional (UCA)
instname:Pontificia Universidad Católica Argentina
reponame_str Repositorio Institucional (UCA)
collection Repositorio Institucional (UCA)
instname_str Pontificia Universidad Católica Argentina
repository.name.fl_str_mv Repositorio Institucional (UCA) - Pontificia Universidad Católica Argentina
repository.mail.fl_str_mv claudia_fernandez@uca.edu.ar
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score 13.221938