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
- Institución
- Pontificia Universidad Católica Argentina
- OAI Identificador
- oai:ucacris:123456789/13354
Ver los metadatos del registro completo
id |
RIUCA_b8c4be7f0a9cc7186a21cd80ade469c9 |
---|---|
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 |
_version_ |
1836638360207097856 |
score |
13.221938 |