Application of generative artificial intelligence in the creation of university statistics programs: an innovative approach

Authors

DOI:

https://doi.org/10.62452/y0ty7q58

Keywords:

Generative artificial intelligence, basic education, study program design, prompt

Abstract

This work analyzes the design of a basic statistics study program applied to the university environment, using generative artificial intelligence tools such as ChatGPT. The main objective was to develop an innovative course that integrates theoretical and practical content through advanced technologies, focusing on the analysis and interpretation of data with tools such as Excel and SPSS. The design process included the structuring of objectives and content, the automated generation of educational resources through specific prompts, and iterative validation to guarantee pedagogical quality. The applied methodology focused on problem-based activities, promoting key competencies such as critical thinking, problem solving and the preparation of statistical reports relevant to the university educational and administrative context.

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Author Biographies

  • Freddy Montano-Rodríguez, Universidad Metropolitana. Ecuador.

     

     

  • Débora González-Tolmo, Empresa de software en Quito Netby. Ecuador.

     

     

References

Azaria, A., Azoulay, R., & Reches, S. (2023). ChatGPT is a Remarkable Tool For Experts. arXiv. https://doi.org/10.48550/arXiv.2306.03102

Choque Castañeda, M. G., & Romero, G. P. (2023). Impacto del uso de ChatGPT en la educación superior: Una Revisión Sistemática. EduTicInnova - Revista de Educación Virtual, 11(1), 9-18. https://portalrevistas.aulavirtualusmp.pe/index.php/eduticinnova/article/view/2671

Fernández Marín, M. Á., Montano-Rodríguez, F., González-Tolmo, D., & Manso-Rivero, Y. (2024). Interdisciplinariedad entre la materia de Sistemas de Gestión de Bases de Datos e inteligencia artificial de Universidad Metropolitana del Ecuador. Revista Mexicana De Investigación E Intervención Educativa, 3(2), 81–88. https://doi.org/10.62697/rmiie.v3i2.87

García Peñalvo, F. J. (2024). Inteligencia artificial generativa y educación: Un análisis desde múltiples perspectivas. Education in the Knowledge Society (EKS), 25. https://doi.org/10.14201/eks.31942

Giannini, S. (2023). Generative AI and the future of education. UNESCO. https://unesdoc.unesco.org/ark:/48223/pf0000385877

IGNITE Copilot. (2024). Desafiando el Status Quo: La Inteligencia Artificial Generativa y su Revolución en la Educación. https://ignitecopilot.ai/desafiando-el-status-quo-la-inteligencia-artificial-generativa-y-su-revolucion-en-la-educacion/

Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura. (2024). La inteligencia artificial generativa en la educación. https://www.unesco.org/es/articles/la-inteligencia-artificial-generativa-en-la-educacion-documento-de-reflexion-de-sra-stefania

Perezchica Vega, J. E., Sepúlveda Rodríguez, J. A., & Román-Méndez, A. D. (2024). Inteligencia artificial generativa en la educación superior: Usos y opiniones de los profesores. European Public & Social Innovation Review, 9, 1-20. https://doi.org/10.31637/epsir-2024-593

Tizirides, A., Tzirides, Saini, A., Zapata, G., Searsmith, D., Cope, B., Kalantzis, M., Castro, V., Kourkoulou, T., Jones, J., Abrantes da Silva, R., Whiting, J., & Kastania, N. P. (2023). Generative AI: Implications and Applications for Education. arXiv. https://doi.org/10.48550/arXiv.2305.07605

Vera, F. (2023). Integración de la Inteligencia Artificial Generativa en la Educación Superior. Transformar, 4(4), 34-46. https://www.revistatransformar.cl/index.php/transformar/article/view/108

Zuber, N., & Gogoll, J. (2023). Vox Populi, Vox ChatGPT: Large Language Models, Education and Democracy. arXiv. https://doi.org/10.48550/arXiv.2311.06207

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Published

2025-04-01

How to Cite

Fernández-Marín, M. Ángel ., Montano-Rodríguez, F. ., & González-Tolmo, D. . (2025). Application of generative artificial intelligence in the creation of university statistics programs: an innovative approach. Revista Metropolitana De Ciencias Aplicadas, 8(2), 6-15. https://doi.org/10.62452/y0ty7q58