Validation of a TAM Technology Acceptance Model in Dominican University Students

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In the context of the virtualization of university education due to the Covid-19 pandemic, we conducted a study to establish the determinants of the intention to use the virtual classroom, following a theoretical model based on the Technology Acceptance Model modified by Park (2009) and including th...

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Detalles Bibliográficos
Autores: Silvestre, Emmanuel, Montes Miranda, Alexander, Figueroa Gutiérrez, Vladimir
Formato: artículo
Fecha de Publicación:2022
Institución:Pontificia Universidad Católica del Perú
Repositorio:Revistas - Pontificia Universidad Católica del Perú
Lenguaje:inglés
OAI Identifier:oai:revistaspuc:article/25009
Enlace del recurso:http://revistas.pucp.edu.pe/index.php/educacion/article/view/25009
Nivel de acceso:acceso abierto
Materia:TAM Model
Behavioral Intention
Attitude
Perceived Ease
Perceived Usefulness
Modelo TAM
Intención de Conducta
Actitud
Facilidad Percibida
Utilidad Percibida
Intenção Comportamental
Atitude
Facilidade Percebida
Utilidade Percebida
id REVPUCP_059219ed4a9c81c08bbcfe936704a9e6
oai_identifier_str oai:revistaspuc:article/25009
network_acronym_str REVPUCP
network_name_str Revistas - Pontificia Universidad Católica del Perú
repository_id_str
dc.title.none.fl_str_mv Validation of a TAM Technology Acceptance Model in Dominican University Students
Validación de un modelo de aceptación de la tecnología TAM en estudiantes universitarios dominicanos
Validação de um modelo de aceitação de tecnologia TAM em estudantes universitários dominicanos
title Validation of a TAM Technology Acceptance Model in Dominican University Students
spellingShingle Validation of a TAM Technology Acceptance Model in Dominican University Students
Silvestre, Emmanuel
TAM Model
Behavioral Intention
Attitude
Perceived Ease
Perceived Usefulness
Modelo TAM
Intención de Conducta
Actitud
Facilidad Percibida
Utilidad Percibida
Modelo TAM
Intenção Comportamental
Atitude
Facilidade Percebida
Utilidade Percebida
title_short Validation of a TAM Technology Acceptance Model in Dominican University Students
title_full Validation of a TAM Technology Acceptance Model in Dominican University Students
title_fullStr Validation of a TAM Technology Acceptance Model in Dominican University Students
title_full_unstemmed Validation of a TAM Technology Acceptance Model in Dominican University Students
title_sort Validation of a TAM Technology Acceptance Model in Dominican University Students
dc.creator.none.fl_str_mv Silvestre, Emmanuel
Montes Miranda, Alexander
Figueroa Gutiérrez, Vladimir
author Silvestre, Emmanuel
author_facet Silvestre, Emmanuel
Montes Miranda, Alexander
Figueroa Gutiérrez, Vladimir
author_role author
author2 Montes Miranda, Alexander
Figueroa Gutiérrez, Vladimir
author2_role author
author
dc.subject.none.fl_str_mv TAM Model
Behavioral Intention
Attitude
Perceived Ease
Perceived Usefulness
Modelo TAM
Intención de Conducta
Actitud
Facilidad Percibida
Utilidad Percibida
Modelo TAM
Intenção Comportamental
Atitude
Facilidade Percebida
Utilidade Percebida
topic TAM Model
Behavioral Intention
Attitude
Perceived Ease
Perceived Usefulness
Modelo TAM
Intención de Conducta
Actitud
Facilidad Percibida
Utilidad Percibida
Modelo TAM
Intenção Comportamental
Atitude
Facilidade Percebida
Utilidade Percebida
description In the context of the virtualization of university education due to the Covid-19 pandemic, we conducted a study to establish the determinants of the intention to use the virtual classroom, following a theoretical model based on the Technology Acceptance Model modified by Park (2009) and including the factors Attitude, Perceived Usefulness, Perceived Ease, Virtual Self-Efficacy, Subjective Norm and Accessibility of the system. The sample consisted of 1260 self-selected students from 13 Dominican universities. To check the validity and reliability of the measurement instrument, we performed a Confirmatory Factor Analysis, which determined that the System Accessibility factor had to be eliminated because it was based on a single item that did not have discriminatory validity. One item was eliminated from the Subjective Norm factor to bring it to an acceptable reliability. In general, the validity of the instrument was sustained, but its fit indices with the theoretical model could be improved. With the Multiple Mediation Analysis, we were able to verify that the Subjective Norm, the social factor, was the factor with the most significant statistical influence on the Intention to Use the virtual classroom, both directly and indirectly. Indirectly, the Subjective Norm was mediated by Perceived Usefulness and Attitude. The other factor that had a significant influence, both directly and indirectly, on Intention to Use was Virtual Self-efficacy. Indirectly, this Self-efficacy was mediated by Perceived Ease, Perceived Usefulness and Attitude.
publishDate 2022
dc.date.none.fl_str_mv 2022-03-18
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://revistas.pucp.edu.pe/index.php/educacion/article/view/25009
10.18800/educacion.202201.005
url http://revistas.pucp.edu.pe/index.php/educacion/article/view/25009
identifier_str_mv 10.18800/educacion.202201.005
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://revistas.pucp.edu.pe/index.php/educacion/article/view/25009/23732
dc.rights.none.fl_str_mv http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Pontificia Universidad Católica del Perú
publisher.none.fl_str_mv Pontificia Universidad Católica del Perú
dc.source.none.fl_str_mv Educación; Vol. 31 Núm. 60 (2022); 113-136
2304-4322
1019-9403
reponame:Revistas - Pontificia Universidad Católica del Perú
instname:Pontificia Universidad Católica del Perú
instacron:PUCP
instname_str Pontificia Universidad Católica del Perú
instacron_str PUCP
institution PUCP
reponame_str Revistas - Pontificia Universidad Católica del Perú
collection Revistas - Pontificia Universidad Católica del Perú
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1840900556273483776
spelling Validation of a TAM Technology Acceptance Model in Dominican University StudentsValidación de un modelo de aceptación de la tecnología TAM en estudiantes universitarios dominicanosValidação de um modelo de aceitação de tecnologia TAM em estudantes universitários dominicanosSilvestre, EmmanuelMontes Miranda, AlexanderFigueroa Gutiérrez, VladimirTAM ModelBehavioral IntentionAttitudePerceived EasePerceived UsefulnessModelo TAMIntención de ConductaActitudFacilidad PercibidaUtilidad PercibidaModelo TAMIntenção ComportamentalAtitudeFacilidade PercebidaUtilidade PercebidaIn the context of the virtualization of university education due to the Covid-19 pandemic, we conducted a study to establish the determinants of the intention to use the virtual classroom, following a theoretical model based on the Technology Acceptance Model modified by Park (2009) and including the factors Attitude, Perceived Usefulness, Perceived Ease, Virtual Self-Efficacy, Subjective Norm and Accessibility of the system. The sample consisted of 1260 self-selected students from 13 Dominican universities. To check the validity and reliability of the measurement instrument, we performed a Confirmatory Factor Analysis, which determined that the System Accessibility factor had to be eliminated because it was based on a single item that did not have discriminatory validity. One item was eliminated from the Subjective Norm factor to bring it to an acceptable reliability. In general, the validity of the instrument was sustained, but its fit indices with the theoretical model could be improved. With the Multiple Mediation Analysis, we were able to verify that the Subjective Norm, the social factor, was the factor with the most significant statistical influence on the Intention to Use the virtual classroom, both directly and indirectly. Indirectly, the Subjective Norm was mediated by Perceived Usefulness and Attitude. The other factor that had a significant influence, both directly and indirectly, on Intention to Use was Virtual Self-efficacy. Indirectly, this Self-efficacy was mediated by Perceived Ease, Perceived Usefulness and Attitude.En el contexto de la virtualización de la educación universitaria debido a la pandemia del Covid- 19, realizamos un estudio para establecer los determinantes de la intención de uso del aula virtual, siguiendo un modelo teórico basado en el Modelo de Aceptación de la Tecnología modificado por Park (2009) y que incluye los factores Actitud, Utilidad Percibida, Facilidad Percibida, Autoeficacia Virtual, Norma Subjetiva y Accesibilidad del sistema. La muestra estuvo compuesta por 1260 estudiantes auto-seleccionados de 13 universidades dominicanas. Para comprobar la validez y fiabilidad del instrumento de medida, se realizó un Análisis Factorial Confirmatorio, en el que se determinó que el factor Accesibilidad del Sistema debía ser eliminado por estar basado en un único ítem que no tenía validez discriminatoria. Se eliminó un ítem del factor Norma Subjetiva para llevarlo a una fiabilidad aceptable. En general, la validez del instrumento se mantuvo, pero sus índices de ajuste con el modelo teórico podrían mejorarse. Con el Análisis de Mediación Múltiple, pudimos comprobar que la Norma Subjetiva, el factor social, fue el factor con la influencia estadística más significativa sobre la Intención de Uso del aula virtual, tanto directa como indirectamente. Indirectamente, la Norma Subjetiva fue mediada por la Utilidad Percibida y la Actitud. El otro factor que tuvo una influencia significativa, tanto directa como indirecta, en la Intención de Uso fue la Autoeficacia Virtual. Indirectamente, esta Autoeficacia fue mediada por la Facilidad Percibida, la Utilidad Percibida y la Actitud.No contexto da virtualização do ensino universitário devido à pandemia de Covid-19, realizamos um estudo para estabelecer os determinantes da intenção de uso da sala de aula virtual, seguindo um modelo teórico baseado no Modelo de Aceitação de Tecnologia modificado por Park (2009) e incluindo os fatores Atitude, Utilidade Percebida, Facilidade Percebida, Autoeficácia Virtual, Norma Subjetiva e Acessibilidade do sistema. A amostra foi composta por 1.260 estudantes autosselecionados de 13 universidades dominicanas. Para verificar a validade e confiabilidade do instrumento de medida, foi realizada uma Análise Fatorial Confirmatória, que determinou que o fator Acessibilidade do Sistema deveria ser eliminado por se basear em um único item que não possuía validade discriminatória. Um item foi eliminado do fator Norma Subjetiva para trazê-lo a uma confiabilidade aceitável. Em geral, a validade do instrumento foi mantida, mas seus índices de ajuste com o modelo teórico podem ser melhorados. Com a Análise de Mediação Múltipla, pudemos verificar que a Norma Subjetiva, o fator social, foi o fator com maior influência estatística na Intenção de Uso da sala de aula virtual, direta e indiretamente. Indiretamente, a Norma Subjetiva foi mediada pela Utilidade Percebida e Atitude. O outro fator que influenciou significativamente, direta e indiretamente, na Intenção de Uso foi a Autoeficácia Virtual. Indiretamente, essa Autoeficácia foi mediada pela Facilidade Percebida, Utilidade Percebida e Atitude.Pontificia Universidad Católica del Perú2022-03-18info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://revistas.pucp.edu.pe/index.php/educacion/article/view/2500910.18800/educacion.202201.005Educación; Vol. 31 Núm. 60 (2022); 113-1362304-43221019-9403reponame:Revistas - Pontificia Universidad Católica del Perúinstname:Pontificia Universidad Católica del Perúinstacron:PUCPenghttp://revistas.pucp.edu.pe/index.php/educacion/article/view/25009/23732http://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:revistaspuc:article/250092024-07-19T15:05:54Z
score 12.860855
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