Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis

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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...

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Detalles Bibliográficos
Autores: 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
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
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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
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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
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https://doi.org/10.1186/s13731-024-00412-5
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Universidad Tecnológica del Perú
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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. 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