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

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.

Authors

Institutions

Publication Details

Journal
Journal of Innovation and Entrepreneurship
Published
2024-09-03
DOI
https://doi.org/10.1186/s13731-024-00412-5
Citations
18
Primary Topic
Entrepreneurship Studies and Influences
Type
article
Field-Weighted Citation Impact
13.16
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

José Carlos Montes Ninaquispe, Jimmy Gabriel Dí­az Cueva, Jorge Eduardo Arias Montero, Sandra Sayonara Solórzano Solórzano et al.
18 citations
Journal of Innovation and Entrepreneurship
Entrepreneurship Studies and Influences
13.16
article

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

José Carlos Montes Ninaquispe, Jimmy Gabriel Dí­az Cueva, Jorge Eduardo Arias Montero, Sandra Sayonara Solórzano Solórzano, Michael Andrés Zamora Campoverde, Marco Agustín Arbulú Ballesteros, Johanna Pizarro Romero, Benicio Gonzalo Acosta Enríquez, Mariana Malvina Lozzelli Valarezo
article en
18 citations

Abstract

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.

Journal of Innovation and EntrepreneurshipVol. 13(1)
National University of Trujillo (PE), Universidad Tecnica de Machala (EC), Universidad Tecnológica del Perú (PE)
Decent work and economic growth
Openalex Percentile: Top 1%
Entrepreneurship Studies and Influences
13.16
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.