Integration of Artificial Intelligence (AI) in secondary chemistry education: proposal for an applied guide
DOI:
https://doi.org/10.64183/a2n9ny20Keywords:
Artificial intelligence, Chemistry education, Secondary education, Didactic guide, Education policy, Technological infrastructure, Teacher trainingAbstract
The implementation of artificial intelligence (AI)-based technologies within the Costa Rican educational context presents several challenges, including technological infrastructure, education policies in this area, and teacher training. This study is grounded in the integration of AI into the development of chemistry teaching at the secondary education level. A mixed-methods approach was employed, where the data collected—corroborated through documentary review—offered clear evidence of the current reality faced by teachers when incorporating new technological alternatives in their professional practice. The findings reflect a prevailing sense of uncertainty among the teaching population, fluctuating between recognizing the potential benefits of implementation and the lack of equitable resources and policies for responsible use. As a result, a didactic guide was developed focused on chemistry teaching, aiming to provide teachers with tools that facilitate both content creation and effective evaluation, thereby allowing the human factor to concentrate more fully on the pedagogical process.
Downloads
References
Álvarez, M. (2023). Costa Rica será el primer país de Centroamérica en tener una estrategia de Inteligencia Artificial. Retrieved March 20, 2025, from unesco.org: https://www.unesco.org/es/articles/costa-rica-sera-el-primer-pais-de-centroamerica-en-tener-una-estrategia-de-inteligencia-artificial
Andreson, J. (2022). AI in Education: Transforming Learning and Personalized Instruction. Journal of Arts, Society, and Education Studies, 4(3), 107. Retrieved March 16, 2025, from https://www.journal-ases.online/4/3/107/pdf
Aplicaciones.AI. (March 2025). Glosario de términos de inteligencia artificial. Retrieved March 23, 2025, from aplicaciones.ai: https://aplicaciones.ai/glosario-terminos-inteligencia-artificial/
Asimov, I. (1950). I, Robot. Doubleday.
Bustamante, P. (January 21, 2024). Estrategias para implementar la inteligencia artificial en el aula. Retrieved March 22, 2025, from aulasimple. ai: https://aulasimple.ai/blog/estrategias-para-implementar-la-inteligencia-artificial-en-el-aula/
Campos-Madrigal, J. E. (2024). Inteligencia artificial en la educación superior de Costa Rica: Desafíos y oportunidades desde una perspectiva ética. Retrieved March 16, 2025, from repositorio. una.ac.cr: https://repositorio.una.ac.cr/server/api/core/bitstreams/0e523585-62f1-4e82-bfe5-da35f857435a/content
Cervantes Hidalgo, J. (2021). Inteligencia artificial y sus alcances en la educación superior. Revista académica Institucional RAI(5), 1–14.
Consejo Nacional de Rectores. (2023). Noveno Informe Estado de la Educación 2023. Retrieved February 25, 2025, from https://estadonacion. or.cr: https://estadonacion.or.cr/wp-content/uploads/2023/08/EE-2023-Book-DIGITAL.pdf
Cordero Pérez, C. (March 19, 2025). ¿Qué plantean tres proyectos de ley sobre inteligencia artificial que generan alarmas en los sectores tecnológico y de comercio en Costa Rica? El Financiero. Retrieved March 20, 2025, from https://www.elfinancierocr.com/tecnologia/que-plantean-tres-proyectos-de-ley-sobre/ZT3GKQ3YZ5AQBNN64NLIZNDDZE/story/
Elliot, D. (October 15, 2024). Una breve historia de la IA en 10 momentos clave. Retrieved March 20, 2025, from weforum.org
EmpowerTIC. (June 14, 2024). Inteligencia artificial en la planificación del aula: 7 estrategias útiles y creativas. Retrieved March 22, 2025, from empowertic.com
Escolano Ruiz, F., Cazorla Quevedo, M. Á., Alfonso Galipienso, M. I., Colomina Pardo, O., & Lozano Ortega, M. Á. (2003). Inteligencia Artificial: Modelos, técnica y áreas de aplicación. Madrid: Thompson Ediciones Spain.
Google Cloud. (n.d.). ¿Qué es la inteligencia artificial? Retrieved March 20, 2025, from cloud.google.com
Gutiérrez Guillén, J. (March 19, 2025). Proyectos de Ley sobre inteligencia artificial en Costa Rica generan controversia. Retrieved March 20, 2025, from consultoresjg.com
Kenaw, S. (2008). Dreyfus’s critique of classical AI and its rationalist assumptions. Minds and Machines, 18(2), 227–238.
López-Altamirano, D. A., et al. (2024). Aplicación de la inteligencia artificial en la enseñanza de la química en la educación superior y secundaria. Polo del Conocimiento, 9(1), 924–939.
McCorduck, P. (2004). Machines who think: A Personal Inquiry into the History and Prospects of Artificial Intelligence. A K Peters, Ltd.
Ministerio de Educación Pública. (2022, November 24). Convenio entre MEP e Intel Costa Rica habilitará la especialidad de Inteligencia Artificial en Colegios Técnico Profesionales. Retrieved March 20, 2025, from mep.go.cr
Ministerio de Educación Pública. (2024). Mil docentes se capacitan en Inteligencia Artificial. Retrieved February 25, 2025, from mep.go.cr
Morduchowicz, R. (2023). ¿La inteligencia artificial, necesitamos una nueva educación? Montevideo: UNESCO.
Murillo, Á. (October 24, 2024). Gobierno lanza estrategia nacional sobre inteligencia artificial. Retrieved March 20, 2025, from semanariouniversidad.com
Obando Zambrano, B. S., Vega Alvarado, C. A., & Bermúdez Castillo, L. A. (2025). Implicaciones académicas del uso de inteligencia artificial en la educación superior: Caso Universidad de Costa Rica, Sede Guanacaste. Revista InterSedes, 26(53).
Rojas Chaves, E., Gaete Astica, M., & Fernández Obando, D. (2019). Evaluación de la gestión integral de los Centros Integrados de Educación de Adultos –CINDEA–. Ministerio de Educación Pública, Departamento de Estudios e Investigación Educativa.
Russell, S. J., & Norvig, P. (2016). Artificial Intelligence: A Modern Approach. Pearson.
Santamarina, M. Á. (2023). Alan Turing, el padre de la computación. Retrieved March 20, 2025, from Zenda Edhasa: https://www.zendalibros.com/alan-turing-el-padre-de-la-computacion/
Selwyn, N. (2019). Should Robots Replace Teachers? AI and the Future of Education. Polity Press
Siemens, G. (2005). Connectivism: A Learning Theory for the Digital Age. International Journal of Instructional Technology and Distance Learning, 2(1), 3–10.
Turing, A. M. (1950). Computing Machinery and Intelligence. Mind, 49(195), 433–460.
UNESCO. (2022). Artificial Intelligence in Education: Challenges and Opportunities. Retrieved February 25, 2025, from unesco.org
UNESCO. (n.d.). La inteligencia artificial en la educación. Retrieved March 19, 2025, from unesco.org
Yildirim, B., & Akcan, A. T. (2024). AI-Professional Development Model for Chemistry Teachers: Artificial Intelligence in Chemistry Education. Journal of Education in Science, Environment and Health (JESEH), 10(4), 161–182.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Revista Académica Institucional

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.


