Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis
Descripción del Articulo
Artificial intelligence (AI) has experienced a significant increase in its application in the educational field worldwide. This study aimed to analyze the acceptance of AI and its effect on the entrepreneurial intentions of international trade university students in Peru and Ecuador. With a quantita...
| Autores: | , , , , , , , , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2024 |
| Institución: | Universidad Tecnológica del Perú |
| Repositorio: | UTP-Institucional |
| Lenguaje: | inglés |
| OAI Identifier: | oai:repositorio.utp.edu.pe:20.500.12867/14080 |
| Enlace del recurso: | https://hdl.handle.net/20.500.12867/14080 https://doi.org/10.1186/s13731-024-00412-5 |
| Nivel de acceso: | acceso abierto |
| Materia: | Artificial intelligence College students Educational technology https://purl.org/pe-repo/ocde/ford#2.11.04 |
| id |
UTPD_a5d372de79fdee7d522ab79c55f87969 |
|---|---|
| oai_identifier_str |
oai:repositorio.utp.edu.pe:20.500.12867/14080 |
| network_acronym_str |
UTPD |
| network_name_str |
UTP-Institucional |
| repository_id_str |
4782 |
| dc.title.es_PE.fl_str_mv |
Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis |
| title |
Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis |
| spellingShingle |
Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis Montes Ninaquispe, Jose Carlos Artificial intelligence College students Educational technology https://purl.org/pe-repo/ocde/ford#2.11.04 |
| title_short |
Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis |
| title_full |
Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis |
| title_fullStr |
Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis |
| title_full_unstemmed |
Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis |
| title_sort |
Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis |
| author |
Montes Ninaquispe, Jose Carlos |
| author_facet |
Montes Ninaquispe, Jose Carlos Arbulú Ballesteros, Marco Agustín Acosta Enriquez, Benicio Gonzalo Solórzano Solórzano, Sandra Sayonara Pizarro Romero, Johanna Micaela Díaz Cueva, Jimmy Gabriel Arias Montero, Jorge Eduardo Zamora Campoverde, Michael Andrés Lozzelli Valarezo, Mariana Malvina |
| author_role |
author |
| author2 |
Arbulú Ballesteros, Marco Agustín Acosta Enriquez, Benicio Gonzalo Solórzano Solórzano, Sandra Sayonara Pizarro Romero, Johanna Micaela Díaz Cueva, Jimmy Gabriel Arias Montero, Jorge Eduardo Zamora Campoverde, Michael Andrés Lozzelli Valarezo, Mariana Malvina |
| author2_role |
author author author author author author author author |
| dc.contributor.author.fl_str_mv |
Montes Ninaquispe, Jose Carlos Arbulú Ballesteros, Marco Agustín Acosta Enriquez, Benicio Gonzalo Solórzano Solórzano, Sandra Sayonara Pizarro Romero, Johanna Micaela Díaz Cueva, Jimmy Gabriel Arias Montero, Jorge Eduardo Zamora Campoverde, Michael Andrés Lozzelli Valarezo, Mariana Malvina |
| dc.subject.es_PE.fl_str_mv |
Artificial intelligence College students Educational technology |
| topic |
Artificial intelligence College students Educational technology https://purl.org/pe-repo/ocde/ford#2.11.04 |
| dc.subject.ocde.es_PE.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#2.11.04 |
| description |
Artificial intelligence (AI) has experienced a significant increase in its application in the educational field worldwide. This study aimed to analyze the acceptance of AI and its effect on the entrepreneurial intentions of international trade university students in Peru and Ecuador. With a quantitative approach and a non-experimental applied design, an online survey was administered to international trade students from Peru and Ecuador. Amos version 24 software was used to obtain model fit indices and perform gender-based invariance tests. Additionally, SmartPLS statistical software, based on the partial least squares (PLS) technique, was employed to test the hypotheses of the structural equation model (SEM). The measurement model presented acceptable fit indices. When calculating invariance, the configural, metric, and scalar models were satisfactory, although the residual model was not confirmed. It was found that hedonic motivation, habit, and performance expectations influenced international trade students’ intention to use AI. Likewise, it was discovered that the intention to use AI tools has an effect on entrepreneurial intention. Gender and age did not moderate the effect of AI usage intention on entrepreneurial intention. The study provides empirical evidence on the acceptance of AI and its influence on students’ entrepreneurial intentions, offering valuable information for educators, policymakers, and technology developers in the educational field. |
| publishDate |
2024 |
| dc.date.accessioned.none.fl_str_mv |
2025-10-28T18:38:05Z |
| dc.date.available.none.fl_str_mv |
2025-10-28T18:38:05Z |
| dc.date.issued.fl_str_mv |
2024 |
| dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
| dc.type.version.es_PE.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
| format |
article |
| status_str |
publishedVersion |
| dc.identifier.issn.none.fl_str_mv |
2192-5372 |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12867/14080 |
| dc.identifier.journal.es_PE.fl_str_mv |
Journal of Innovation and Entrepreneurship |
| dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.1186/s13731-024-00412-5 |
| identifier_str_mv |
2192-5372 Journal of Innovation and Entrepreneurship |
| url |
https://hdl.handle.net/20.500.12867/14080 https://doi.org/10.1186/s13731-024-00412-5 |
| dc.language.iso.es_PE.fl_str_mv |
eng |
| language |
eng |
| dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/openAccess |
| dc.rights.uri.es_PE.fl_str_mv |
https://creativecommons.org/licenses/by-nc-nd/4.0/ |
| eu_rights_str_mv |
openAccess |
| rights_invalid_str_mv |
https://creativecommons.org/licenses/by-nc-nd/4.0/ |
| dc.format.es_PE.fl_str_mv |
application/pdf |
| dc.publisher.es_PE.fl_str_mv |
Springer Science and Business Media Deutschland GmbH |
| dc.source.es_PE.fl_str_mv |
Repositorio Institucional - UTP Universidad Tecnológica del Perú |
| dc.source.none.fl_str_mv |
reponame:UTP-Institucional instname:Universidad Tecnológica del Perú instacron:UTP |
| instname_str |
Universidad Tecnológica del Perú |
| instacron_str |
UTP |
| institution |
UTP |
| reponame_str |
UTP-Institucional |
| collection |
UTP-Institucional |
| bitstream.url.fl_str_mv |
https://repositorio.utp.edu.pe/backend/api/core/bitstreams/1e65999d-1da5-4c63-a41a-fe1098f02fe1/download https://repositorio.utp.edu.pe/backend/api/core/bitstreams/bd1d1245-8824-4eec-8e6c-52b5e561170a/download https://repositorio.utp.edu.pe/backend/api/core/bitstreams/98c3ecd6-c504-4019-9acb-64a0c170ef13/download https://repositorio.utp.edu.pe/backend/api/core/bitstreams/eb9397ff-0684-4cc6-9565-264761aa54cf/download https://repositorio.utp.edu.pe/backend/api/core/bitstreams/ea73d671-08fd-4bde-a890-75fbb8b92ae2/download https://repositorio.utp.edu.pe/backend/api/core/bitstreams/f78e788c-7a53-460d-9dec-67bcc25b9d16/download |
| bitstream.checksum.fl_str_mv |
8a4605be74aa9ea9d79846c1fba20a33 dcaad4b975914eef0de8e4e843e61479 129a91f74d72f73b78008ae1beb5b64c 04e00a370d1d72e04e95d64f7b30737d 6e7f38c8bef93a99857315126d50c44a 02ad822db536977634d37182a437109d |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 MD5 |
| repository.name.fl_str_mv |
Repositorio de la Universidad Tecnológica del Perú |
| repository.mail.fl_str_mv |
repositorio@utp.edu.pe |
| _version_ |
1852231981571506176 |
| spelling |
Montes Ninaquispe, Jose CarlosArbulú Ballesteros, Marco AgustínAcosta Enriquez, Benicio GonzaloSolórzano Solórzano, Sandra SayonaraPizarro Romero, Johanna MicaelaDíaz Cueva, Jimmy GabrielArias Montero, Jorge EduardoZamora Campoverde, Michael AndrésLozzelli Valarezo, Mariana Malvina2025-10-28T18:38:05Z2025-10-28T18:38:05Z20242192-5372https://hdl.handle.net/20.500.12867/14080Journal of Innovation and Entrepreneurshiphttps://doi.org/10.1186/s13731-024-00412-5Artificial intelligence (AI) has experienced a significant increase in its application in the educational field worldwide. This study aimed to analyze the acceptance of AI and its effect on the entrepreneurial intentions of international trade university students in Peru and Ecuador. With a quantitative approach and a non-experimental applied design, an online survey was administered to international trade students from Peru and Ecuador. Amos version 24 software was used to obtain model fit indices and perform gender-based invariance tests. Additionally, SmartPLS statistical software, based on the partial least squares (PLS) technique, was employed to test the hypotheses of the structural equation model (SEM). The measurement model presented acceptable fit indices. When calculating invariance, the configural, metric, and scalar models were satisfactory, although the residual model was not confirmed. It was found that hedonic motivation, habit, and performance expectations influenced international trade students’ intention to use AI. Likewise, it was discovered that the intention to use AI tools has an effect on entrepreneurial intention. Gender and age did not moderate the effect of AI usage intention on entrepreneurial intention. The study provides empirical evidence on the acceptance of AI and its influence on students’ entrepreneurial intentions, offering valuable information for educators, policymakers, and technology developers in the educational field.Campus Chiclayoapplication/pdfengSpringer Science and Business Media Deutschland GmbHinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/4.0/Repositorio Institucional - UTPUniversidad Tecnológica del Perúreponame:UTP-Institucionalinstname:Universidad Tecnológica del Perúinstacron:UTPArtificial intelligenceCollege studentsEducational technologyhttps://purl.org/pe-repo/ocde/ford#2.11.04Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysisinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.utp.edu.pe/backend/api/core/bitstreams/1e65999d-1da5-4c63-a41a-fe1098f02fe1/download8a4605be74aa9ea9d79846c1fba20a33MD52TEXTMontes.J_Arbulu.M_Acosta.B_Solorzano.S_Pizarro.J_Diaz.J_Arias.J_Zamora.M_Lozzelli.M_Articulo_2024.pdf.txtMontes.J_Arbulu.M_Acosta.B_Solorzano.S_Pizarro.J_Diaz.J_Arias.J_Zamora.M_Lozzelli.M_Articulo_2024.pdf.txtExtracted texttext/plain68278https://repositorio.utp.edu.pe/backend/api/core/bitstreams/bd1d1245-8824-4eec-8e6c-52b5e561170a/downloaddcaad4b975914eef0de8e4e843e61479MD53J.Montes_M.Arbulu_B.Acosta_S.Solorzano_J.Pizarro_J.Diaz_J.Arias_M.Zamora_M.Lozzelli_Articulo_2024.pdf.txtJ.Montes_M.Arbulu_B.Acosta_S.Solorzano_J.Pizarro_J.Diaz_J.Arias_M.Zamora_M.Lozzelli_Articulo_2024.pdf.txtExtracted texttext/plain75242https://repositorio.utp.edu.pe/backend/api/core/bitstreams/98c3ecd6-c504-4019-9acb-64a0c170ef13/download129a91f74d72f73b78008ae1beb5b64cMD58THUMBNAILMontes.J_Arbulu.M_Acosta.B_Solorzano.S_Pizarro.J_Diaz.J_Arias.J_Zamora.M_Lozzelli.M_Articulo_2024.pdf.jpgMontes.J_Arbulu.M_Acosta.B_Solorzano.S_Pizarro.J_Diaz.J_Arias.J_Zamora.M_Lozzelli.M_Articulo_2024.pdf.jpgGenerated Thumbnailimage/jpeg19877https://repositorio.utp.edu.pe/backend/api/core/bitstreams/eb9397ff-0684-4cc6-9565-264761aa54cf/download04e00a370d1d72e04e95d64f7b30737dMD54J.Montes_M.Arbulu_B.Acosta_S.Solorzano_J.Pizarro_J.Diaz_J.Arias_M.Zamora_M.Lozzelli_Articulo_2024.pdf.jpgJ.Montes_M.Arbulu_B.Acosta_S.Solorzano_J.Pizarro_J.Diaz_J.Arias_M.Zamora_M.Lozzelli_Articulo_2024.pdf.jpgGenerated Thumbnailimage/jpeg40283https://repositorio.utp.edu.pe/backend/api/core/bitstreams/ea73d671-08fd-4bde-a890-75fbb8b92ae2/download6e7f38c8bef93a99857315126d50c44aMD59ORIGINALJ.Montes_M.Arbulu_B.Acosta_S.Solorzano_J.Pizarro_J.Diaz_J.Arias_M.Zamora_M.Lozzelli_Articulo_2024.pdfJ.Montes_M.Arbulu_B.Acosta_S.Solorzano_J.Pizarro_J.Diaz_J.Arias_M.Zamora_M.Lozzelli_Articulo_2024.pdfapplication/pdf1078456https://repositorio.utp.edu.pe/backend/api/core/bitstreams/f78e788c-7a53-460d-9dec-67bcc25b9d16/download02ad822db536977634d37182a437109dMD5520.500.12867/14080oai:repositorio.utp.edu.pe:20.500.12867/140802025-11-30 18:28:06.722https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.utp.edu.peRepositorio de la Universidad Tecnológica del Perúrepositorio@utp.edu.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 |
| score |
13.902549 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).