Emotions as proximal causes of word of mouth: a nonlinear approach
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10071/16779 |
Resumo: | Service research tends to operationalize word of mouth (WOM) behavior as one of the many responses to service satisfaction. In this sense, little is known about its antecedents or moderators. The objective of this study was to investigate the role of customers’ emotions during service experiences on WOM, applying nonlinear techniques and exploring the moderating role of customers’ propensity for emotional contagion. Using the critical incidents technique, 122 customers recalled significant service experiences and the emotions they aroused, and reported if they shared said experiences with other individuals. We found that, whereas linear methods presented non-significant results in the emotions-WOM relationship, nonlinear ones (artificial neural networks) explained 46% of variance. Negative emotions were stronger predictors of WOM and the importance of emotions for WOM was significantly higher for individuals with high propensity for emotional contagion (R^2 = .79) than for those with lower levels (R^2 = .48). Theoretical and practical implications are discussed. |
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Emotions as proximal causes of word of mouth: a nonlinear approachWord of mouthEmotionsEmotional contagionNonlinear methodsService research tends to operationalize word of mouth (WOM) behavior as one of the many responses to service satisfaction. In this sense, little is known about its antecedents or moderators. The objective of this study was to investigate the role of customers’ emotions during service experiences on WOM, applying nonlinear techniques and exploring the moderating role of customers’ propensity for emotional contagion. Using the critical incidents technique, 122 customers recalled significant service experiences and the emotions they aroused, and reported if they shared said experiences with other individuals. We found that, whereas linear methods presented non-significant results in the emotions-WOM relationship, nonlinear ones (artificial neural networks) explained 46% of variance. Negative emotions were stronger predictors of WOM and the importance of emotions for WOM was significantly higher for individuals with high propensity for emotional contagion (R^2 = .79) than for those with lower levels (R^2 = .48). Theoretical and practical implications are discussed.Society for Chaos Theory in Psychology & Life Sciences2018-11-27T12:44:30Z2018-01-01T00:00:00Z20182019-03-19T16:02:09Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/16779eng1090-0578Lopes, R. R.Navarro, J.Silva, A. J.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-09T17:49:17Zoai:repositorio.iscte-iul.pt:10071/16779Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:24:11.852977Repositório 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 |
Emotions as proximal causes of word of mouth: a nonlinear approach |
title |
Emotions as proximal causes of word of mouth: a nonlinear approach |
spellingShingle |
Emotions as proximal causes of word of mouth: a nonlinear approach Lopes, R. R. Word of mouth Emotions Emotional contagion Nonlinear methods |
title_short |
Emotions as proximal causes of word of mouth: a nonlinear approach |
title_full |
Emotions as proximal causes of word of mouth: a nonlinear approach |
title_fullStr |
Emotions as proximal causes of word of mouth: a nonlinear approach |
title_full_unstemmed |
Emotions as proximal causes of word of mouth: a nonlinear approach |
title_sort |
Emotions as proximal causes of word of mouth: a nonlinear approach |
author |
Lopes, R. R. |
author_facet |
Lopes, R. R. Navarro, J. Silva, A. J. |
author_role |
author |
author2 |
Navarro, J. Silva, A. J. |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Lopes, R. R. Navarro, J. Silva, A. J. |
dc.subject.por.fl_str_mv |
Word of mouth Emotions Emotional contagion Nonlinear methods |
topic |
Word of mouth Emotions Emotional contagion Nonlinear methods |
description |
Service research tends to operationalize word of mouth (WOM) behavior as one of the many responses to service satisfaction. In this sense, little is known about its antecedents or moderators. The objective of this study was to investigate the role of customers’ emotions during service experiences on WOM, applying nonlinear techniques and exploring the moderating role of customers’ propensity for emotional contagion. Using the critical incidents technique, 122 customers recalled significant service experiences and the emotions they aroused, and reported if they shared said experiences with other individuals. We found that, whereas linear methods presented non-significant results in the emotions-WOM relationship, nonlinear ones (artificial neural networks) explained 46% of variance. Negative emotions were stronger predictors of WOM and the importance of emotions for WOM was significantly higher for individuals with high propensity for emotional contagion (R^2 = .79) than for those with lower levels (R^2 = .48). Theoretical and practical implications are discussed. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-11-27T12:44:30Z 2018-01-01T00:00:00Z 2018 2019-03-19T16:02:09Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10071/16779 |
url |
http://hdl.handle.net/10071/16779 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
1090-0578 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Society for Chaos Theory in Psychology & Life Sciences |
publisher.none.fl_str_mv |
Society for Chaos Theory in Psychology & Life Sciences |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799134804206157824 |