Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice

Detalhes bibliográficos
Autor(a) principal: Romero, J.
Data de Publicação: 2021
Outros Autores: Ruiz-Equihua, D., Loureiro, S. M. C., Casaló, L. V.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/23331
Resumo: The relevance of smart speakers is steadily increasing, allowing users perform several daily tasks. From a commercial perspective, smart speakers also provide recommendations of products and services that may influence the consumer decision-making process. However, previous studies have mainly focused on the adoption of smart speakers, but there is a lack of proper guidelines that help design the way these devices should offer their consumption recommendations. Based on a stimulus-organism-response approach, we analyze how two features of smart speakers' recommendations (the gender congruence between the customer and the speaker, and the length of the message) influence on the effectiveness of such recommendations (i.e., visiting intentions) through its impact on user engagement and attitude. Data was collected from a sample of undergrad students in Spain using an experiment design that focused on a restaurant recommendation, and analyzed using partial least squares. On the one hand, our results suggests that gender congruence generates user engagement with the smart speaker. On the other hand, message length is positively related to attitudes towards the restaurant, at a declining rate. In addition, while better attitudes lead to higher visiting intentions, the influence of engagement on visiting intentions is partially mediated via attitudes. Thus, our findings contribute to understand the antecedents of users' engagement with smart speakers, as well as its impact on the customers' willingness to follow smart speakers' recommendations, constituting a base to analyze the impact of artificial intelligence solutions aimed to smooth the transitions of a customer through the stages of purchase process.
id RCAP_e5afd5068bc056f10540b0f161bd23c3
oai_identifier_str oai:repositorio.iscte-iul.pt:10071/23331
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choiceSmart speakersVisiting intentionsCustomer attitudesCustomer engagementGender congruenceAmount of informationThe relevance of smart speakers is steadily increasing, allowing users perform several daily tasks. From a commercial perspective, smart speakers also provide recommendations of products and services that may influence the consumer decision-making process. However, previous studies have mainly focused on the adoption of smart speakers, but there is a lack of proper guidelines that help design the way these devices should offer their consumption recommendations. Based on a stimulus-organism-response approach, we analyze how two features of smart speakers' recommendations (the gender congruence between the customer and the speaker, and the length of the message) influence on the effectiveness of such recommendations (i.e., visiting intentions) through its impact on user engagement and attitude. Data was collected from a sample of undergrad students in Spain using an experiment design that focused on a restaurant recommendation, and analyzed using partial least squares. On the one hand, our results suggests that gender congruence generates user engagement with the smart speaker. On the other hand, message length is positively related to attitudes towards the restaurant, at a declining rate. In addition, while better attitudes lead to higher visiting intentions, the influence of engagement on visiting intentions is partially mediated via attitudes. Thus, our findings contribute to understand the antecedents of users' engagement with smart speakers, as well as its impact on the customers' willingness to follow smart speakers' recommendations, constituting a base to analyze the impact of artificial intelligence solutions aimed to smooth the transitions of a customer through the stages of purchase process.Frontiers Media S.A.2021-10-14T13:24:41Z2021-01-01T00:00:00Z20212021-10-14T14:24:01Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/23331eng1664-107810.3389/fpsyg.2021.659994Romero, J.Ruiz-Equihua, D.Loureiro, S. M. C.Casaló, L. V.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:RCAAP2023-11-09T17:56:33Zoai:repositorio.iscte-iul.pt:10071/23331Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:29:00.377889Repositório 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 Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice
title Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice
spellingShingle Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice
Romero, J.
Smart speakers
Visiting intentions
Customer attitudes
Customer engagement
Gender congruence
Amount of information
title_short Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice
title_full Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice
title_fullStr Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice
title_full_unstemmed Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice
title_sort Smart speaker recommendations: Impact of gender congruence and amount of information on users' engagement and choice
author Romero, J.
author_facet Romero, J.
Ruiz-Equihua, D.
Loureiro, S. M. C.
Casaló, L. V.
author_role author
author2 Ruiz-Equihua, D.
Loureiro, S. M. C.
Casaló, L. V.
author2_role author
author
author
dc.contributor.author.fl_str_mv Romero, J.
Ruiz-Equihua, D.
Loureiro, S. M. C.
Casaló, L. V.
dc.subject.por.fl_str_mv Smart speakers
Visiting intentions
Customer attitudes
Customer engagement
Gender congruence
Amount of information
topic Smart speakers
Visiting intentions
Customer attitudes
Customer engagement
Gender congruence
Amount of information
description The relevance of smart speakers is steadily increasing, allowing users perform several daily tasks. From a commercial perspective, smart speakers also provide recommendations of products and services that may influence the consumer decision-making process. However, previous studies have mainly focused on the adoption of smart speakers, but there is a lack of proper guidelines that help design the way these devices should offer their consumption recommendations. Based on a stimulus-organism-response approach, we analyze how two features of smart speakers' recommendations (the gender congruence between the customer and the speaker, and the length of the message) influence on the effectiveness of such recommendations (i.e., visiting intentions) through its impact on user engagement and attitude. Data was collected from a sample of undergrad students in Spain using an experiment design that focused on a restaurant recommendation, and analyzed using partial least squares. On the one hand, our results suggests that gender congruence generates user engagement with the smart speaker. On the other hand, message length is positively related to attitudes towards the restaurant, at a declining rate. In addition, while better attitudes lead to higher visiting intentions, the influence of engagement on visiting intentions is partially mediated via attitudes. Thus, our findings contribute to understand the antecedents of users' engagement with smart speakers, as well as its impact on the customers' willingness to follow smart speakers' recommendations, constituting a base to analyze the impact of artificial intelligence solutions aimed to smooth the transitions of a customer through the stages of purchase process.
publishDate 2021
dc.date.none.fl_str_mv 2021-10-14T13:24:41Z
2021-01-01T00:00:00Z
2021
2021-10-14T14:24:01Z
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/10071/23331
url http://hdl.handle.net/10071/23331
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1664-1078
10.3389/fpsyg.2021.659994
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 Frontiers Media S.A.
publisher.none.fl_str_mv Frontiers Media S.A.
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
repository.mail.fl_str_mv
_version_ 1799134852754178048