Grading Chemistry Lab Reports Using AI
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Resumo
The grading of undergraduate chemistry laboratory reports demands substantial instructor time and is often affected by subjective bias and fatigue. To address these challenges and deliver timely, consistent feedback, artificial intelligence (AI) tools were introduced during the Fall 2024 semester at Tulsa Community College. This study explores the implementation of AI-powered platforms—specifically ChatGPT, Gemini, and MagicSchool.ai—for the evaluation of up to 100 weekly lab reports. Findings indicate that AI-assisted grading enhances efficiency, reduces grading variability, and improves the clarity of student feedback, offering a scalable and equitable solution for laboratory assessment.
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Referências
OpenAI. (2024). ChatGPT: Language model for text generation. Retrieved April 4, 2025, from https://openai.com
MagicSchool.ai. (2024). AI tools for educators. Retrieved April 4, 2025, from https://magicschool.ai
Google AI. (2024). Gemini: Multimodal AI assistant. Retrieved April 4, 2025, from https://ai.google
Bello, L. (2023). La inteligencia artificial (IA) como catalizador de la transformación educativa. Editora Artemis. Retrieved April 4, 2025, from https://editoraartemis.com.br/catalogo/post/la-inteligencia-artificial-ia-como-catalizador-de-la-transformacion-educativa
Bello, L., & Martínez Sánchez, F. R. (2023). Inteligencia artificial en el proceso de enseñanza-aprendizaje. Maestro y Sociedad, 20(4), 1165–1173. Retrieved April 4, 2025, from https://maestroysociedad.uo.edu.cu
Leite, B. (2023). Inteligência artificial e ensino de química: Uma análise propedêutica do ChatGPT na definição de conceitos químicos. Química Nova. https://doi.org/10.21577/0100-4042.20230059
Costa, G., Júnior, W., Mombelli, M., & Júnior, G. (2024). Revisiting a teaching sequence on the topic of electrolysis: A comparative study with the use of artificial intelligence. Journal of Chemical Education. https://doi.org/10.1021/acs.jchemed.4c00247
De la Ossa, L. A. M., Garzón, N. N., Pérez Pulido, C., García Herrán, B. E., & Hoyos, J. H. (2024). Evaluation of artificial intelligence as a source of motivation in the teaching of chemistry: A study with tenth grade students at the Adventist School of Ibagué. Evolutionary Studies in Imaginative Culture, 8(S1), 2193–2208. https://doi.org/10.70082/esiculture.vi.1721
Salas-Pilco, S., & Yang, Y. (2022). Artificial intelligence applications in Latin American higher education: A systematic review. International Journal of Educational Technology in Higher Education, 19. https://doi.org/10.1186/s41239-022-00326-w
Farwati, R., Sari, I., & Fadhilah, G. A. (2024). Transforming the chemistry education curriculum: Students’ creativity using AI in lectures. Hydrogen: Jurnal Kependidikan Kimia, 12(4), 687–696. https://doi.org/10.33394/hjkk.v12i4.12569
Yamtinah, S., Ramadhani, D. G., Wiyarsi, A., Widarti, H. R., & Shidiq, A. S. (2024). Leveraging generative AI for automatic scoring in chemistry education: A web-based approach to assessing conceptual understanding of colligative properties. In Proceedings of the 32nd International Conference on Computers in Education (ICCE 2024). Manila, Philippines: Asia-Pacific Society for Computers in Education (APSCE). https://doi.org/10.58459/icce.2024.4983
Iyamuremye, A., Niyonzima, F. N., Mukiza, J., Twagilimana, I., Nyirahabimana, P., Nsengimana, T., Habiyaremye, J. D., Habimana, O., & Nsabayezu, E. (2024). Utilization of artificial intelligence and machine learning in chemistry education: A critical review. Discover Education, 3, Article 95. https://doi.org/10.1007/s44217-024-00197-5
Bello, L. (2025). Enseñar con inteligencia artificial: Guía práctica desde el aula. Eliva Press. https://www.elivabooks.com/en/book/book-1191094120/
Este trabalho está licenciado sob uma licença Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Educación Química por Universidad Nacional Autónoma de México se distribuye bajo una Licencia Creative Commons Atribución-NoComercial-SinDerivar 4.0 Internacional.
Basada en una obra en http://www.revistas.unam.mx/index.php/req.