Emotions as proximal causes of word of mouth: a nonlinear approach

Detalhes bibliográficos
Autor(a) principal: Lopes, R. R.
Data de Publicação: 2018
Outros Autores: Navarro, J., Silva, A. J.
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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spelling 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
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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
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