Sistemas automatizados que integran herramientas de IA generativa y tutorías para la redacción de trabajos científicos

Authors

DOI:

https://doi.org/10.53591/vjs45s83

Abstract

La redacción científica exige precisión, coherencia y el cumplimiento de ciertos estándares académicos. Esta revisión sistemática se propuso analizar los sistemas automatizados que combinan inteligencia artificial generativa y tutorías para mejorar la producción de trabajos científicos. Se llevó a cabo una búsqueda en Scopus (n=287), Web of Science (n=254) y ERIC (n=188). Después de aplicar criterios de inclusión y exclusión, se seleccionaron 14 estudios para un análisis más detallado. Los resultados mostraron que herramientas como Grammarly, ChatGPT, Writefull, Scholarcy y Scispace Copilot ayudan en la generación de borradores, revisión gramatical, estructuración de secciones y resúmenes automáticos. La combinación de estas herramientas con tutorías personalizadas mejora la claridad, coherencia y eficiencia de los textos, aunque es necesario contar con supervisión experta para asegurar el rigor científico y la ética en la autoría. Estos sistemas representan una estrategia prometedora para fortalecer la redacción académica y guiar futuras investigaciones sobre su uso responsable.

References

Abraham S. Accad. (2025). Ingrating perplexity ai in pre-writing process: a smart approach to boosting academic writing. International Journal of Applied Mathematics, 38(3s), 347–360. https://doi.org/10.12732/ijam.v38i3s.151

Akpan, I. J., Kobara, Y. M., Owolabi, J., Akpan, A. A., & Offodile, O. F. (2025). Conversational and generative artificial intelligence and human–chatbot interaction in education and research. International Transactions in Operational Research, 32(3), 1251–1281. https://doi.org/10.1111/itor.13522

Aljuaid, H. (2024). The Impact of Artificial Intelligence Tools on Academic Writing Instruction in Higher Education: A Systematic Review. Arab World English Journal, 1(1), 26–55. https://doi.org/10.24093/awej/ChatGPT.2

Anani, G. E., Nyamekye, E., & Bafour-Koduah, D. (2025). Using artificial intelligence for academic writing in higher education: the perspectives of university students in Ghana. Discover Education, 4(1), 46. https://doi.org/10.1007/s44217-025-00434-5

Anusha, A., Sharma, S., & Sharma, S. (2025). Is ChatGPT the Future of Academic Writing? A Sequential Explanatory Study to Explore Generative Conversational AI as an Academic Writing Support Tool for Research Scholars. Bulletin of Science, Technology & Society, 45(1–2), 23–39. https://doi.org/10.1177/02704676251353105

Aromataris, E., & Munn, Z. (2020). Joanna Briggs Institute Reviewer’s Manual. . The Joanna Briggs Institute. https://reviewersmanual.joannabriggs.org

Barrot, J. S. (2025). Leveraging Google Gemini as a Research Writing Tool in Higher Education. Technology, Knowledge and Learning, 30(1), 593–600. https://doi.org/10.1007/s10758-024-09774-x

Bozkurt, A. (2024). GenAI et al.: Cocreation, Authorship, Ownership, Academic Ethics and Integrity in a Time of Generative AI. Open Praxis, 16(1), 1–10. https://doi.org/10.55982/openpraxis.16.1.654

Cohen, J. F., & Moher, D. (2025). Generative artificial intelligence and academic writing: friend or foe? Journal of Clinical Epidemiology, 179, 111646. https://doi.org/10.1016/j.jclinepi.2024.111646

Gong, J. (2022). Digital Teaching Research Based on the Intelligent Research and Training Platform: Citing the Practice of the Chinese Teaching and Research Group of Senior Secondary School Affiliated to Xingyi Normal University for Minorities as a Case Study. Science Insights Education Frontiers, 12(2), 1741–1748. https://bonoi.org/index.php/sief/article/view/820

Ironsi, C. S., & Solomon Ironsi, S. (2025). Experimental evidence for the efficacy of generative AI in improving students’ writing skills. Quality Assurance in Education, 33(2), 237–252. https://doi.org/10.1108/QAE-04-2024-0065

Jin, F., Lin, C.-H., & Lai, C. (2025). Modeling AI-assisted writing: How self-regulated learning influences writing outcomes. Computers in Human Behavior, 165, 108538. https://doi.org/10.1016/j.chb.2024.108538

Jin, X., Yuan, G., Wang, S., & Yu, J. (2025). Shareholding arrangement within controlling family and ESG performance: Insights from succession planning in C hinese family businesses. International Review of Finance, 25(3). https://doi.org/10.1111/irfi.70028

Kong, S.-C., Lee, J. C.-K., & Tsang, O. (2024). A pedagogical design for self-regulated learning in academic writing using text-based generative artificial intelligence tools: 6-P pedagogy of plan, prompt, preview, produce, peer-review, portfolio-tracking. Research and Practice in Technology Enhanced Learning, 19, 030. https://doi.org/10.58459/rptel.2024.19030

Le, H., Shen, Y., Li, Z., Xia, M., Tang, L., Li, X., Jia, J., Wang, Q., Gašević, D., & Fan, Y. (2025). Breaking human dominance: Investigating learners’ preferences for learning feedback from generative AI and human tutors. British Journal of Educational Technology, 56(5), 1758–1783. https://doi.org/10.1111/bjet.13614

McGuinness, L. A., & Higgins, J. P. T. (2021). Risk‐of‐bias VISualization (robvis): An R package and Shiny web app for visualizing risk‐of‐bias assessments. Research Synthesis Methods, 12(1), 55–61. https://doi.org/10.1002/jrsm.1411

Melliti, M. (2024). AI in MA Thesis Writing: The Use of Lexical Patterns to Study the ChatGPT Influence. International Journal of TESOL Studies. https://doi.org/10.58304/ijts.20240305

Moorhouse, B. L., Wan, Y., Wu, C., Wu, M., & Ho, T. Y. (2025). Generative AI tools and empowerment in L2 academic writing. System, 133, 103779. https://doi.org/10.1016/j.system.2025.103779

Nguyen, A., Hong, Y., Dang, B., & Huang, X. (2024). Human-AI collaboration patterns in AI-assisted academic writing. Studies in Higher Education, 49(5), 847–864. https://doi.org/10.1080/03075079.2024.2323593

Odeh, A., Salameh, H. B., & Elrefae, G. (2025). A high-accuracy classification model for AI-generated and AI-paraphrased texts. Cluster Computing, 28(15), 952. https://doi.org/10.1007/s10586-025-05664-8

Ossa, C., & Willatt, C. (2023). Uso de Inteligencia Artificial Generativa para retroalimentar escritura académica en procesos de Formación Inicial Docente. European Journal of Education and Psychology, 1–16. https://doi.org/10.32457/ejep.v16i2.2412

Oubibi, M. (2025). Generative artificial intelligence: postgraduate student’s digital adaptability, engagement and academic confidence. Journal of Computers in Education. https://doi.org/10.1007/s40692-025-00364-z

Pack, A., & Maloney, J. (2023). Using Generative Artificial Intelligence for Language Education Research: Insights from Using OpenAI ’s ChatGPT. TESOL Quarterly, 57(4), 1571–1582. https://doi.org/10.1002/tesq.3253

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Alonso-Fernández, S. (2021). Declaración PRISMA 2020: una guía actualizada para la publicación de revisiones sistemáticas. Revista Española de Cardiología, 74(9), 790–799. https://doi.org/10.1016/j.recesp.2021.06.016

Pérez, A., McClain, S. K., Roa, A. F., Rosado-Mendinueta, N., Trigos-Carrillo, L., Robles, H., & Campo, O. (2025). Aplicaciones de inteligencia artificial en la escritura y la corrección académicas en la universidad: una revisión sistemática. Íkala, Revista de Lenguaje y Cultura, 30(1). https://doi.org/10.17533/udea.ikala.355878

Peters, M. (2025). Leveraging Generative Artificial Intelligence with Transparency: Enhancing Academic Integrity in Higher Education. Journal of Scholarly Publishing, 56(2), 510–528. https://doi.org/10.3138/jsp-2024-1124

Pividori, M., & Greene, C. S. (2024). A publishing infrastructure for Artificial Intelligence (AI)-assisted academic authoring. Journal of the American Medical Informatics Association, 31(9), 2103–2113. https://doi.org/10.1093/jamia/ocae139

Pizarro-Romero, J., & Lovón, M. (2025). El uso de la IA en cursos de redacción e investigación universitaria en el aula: una experiencia de caso. Desde El Sur, 17(1), e0015. https://doi.org/10.21142/DES-1701-2025-0015

Rashid, S., Malik, S., Abbas, F., & Khan, J. A. (2024). Pakistani students’ perceptions about knowledge, use and impact of artificial intelligence (AI) on academic writing: a case study. Journal of Computers in Education. https://doi.org/10.1007/s40692-024-00338-7

Saqib, M. B., & Zia, S. (2025). Evaluation of AI content generation tools for verification of academic integrity in higher education. Journal of Applied Research in Higher Education, 17(4), 1430–1440. https://doi.org/10.1108/JARHE-10-2023-0470

Singh, J. K., Daniel, B. K., & Koh, J. H. L. (2025). Empowering Authorship with AI: a Novel Academic Writing Technology for Authorial Voice. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-025-00503-8

Sparkman, M., & Witt, A. (2025). Claude AI and Literature Reviews: An Experiment in Utility and Ethical Use. Library Trends, 73(3), 355–380. https://doi.org/10.1353/lib.2025.a961199

Tang, A., Li, K., Kwok, K. O., Cao, L., Luong, S., & Tam, W. (2024). The importance of transparency: Declaring the use of generative artificial intelligence ( AI ) in academic writing. Journal of Nursing Scholarship, 56(2), 314–318. https://doi.org/10.1111/jnu.12938

Tarchi, C., Zappoli, A., Casado Ledesma, L., & Brante, E. W. (2025). The Use of ChatGPT in Source-Based Writing Tasks. International Journal of Artificial Intelligence in Education, 35(2), 858–878. https://doi.org/10.1007/s40593-024-00413-1

Teng, M. F. (2025). Understanding EFL student writers’ metacognitive awareness in utilizing ChatGPT. System, 135, 103848. https://doi.org/10.1016/j.system.2025.103848

Thohir, L., Udin, U., Isnaeni, M., & Putera, L. J. (2024). The Effectiveness of Integrating Quillbot for Paraphrasing in Writing Instruction. Journal of Languages and Language Teaching, 12(4), 2112. https://doi.org/10.33394/jollt.v12i4.12780

Tran, T. T. T. (2025). Enhancing EFL Writing Revision Practices: The Impact of AI- and Teacher-Generated Feedback and Their Sequences. Education Sciences, 15(2), 232. https://doi.org/10.3390/educsci15020232

Tseng, L.-P., Huang, L.-P., & Chen, W.-R. (2025). Exploring artificial intelligence literacy and the use of ChatGPT and copilot in instruction on nursing academic report writing. Nurse Education Today, 147, 106570. https://doi.org/10.1016/j.nedt.2025.106570

Tseng, Y.-C., & Lin, Y.-H. (2024). Enhancing English as a Foreign Language (EFL) Learners’ Writing with ChatGPT: A University-Level Course Design. Electronic Journal of E-Learning, 22(2), 78–97. https://doi.org/10.34190/ejel.21.5.3329

Vanichvasin, P. (2021). Chatbot Development as a Digital Learning Tool to Increase Students’ Research Knowledge. International Education Studies, 14(2), 44. https://doi.org/10.5539/ies.v14n2p44

Wang, L., & Ren, B. (2024). Enhancing Academic Writing in a Linguistics Course with Generative AI: An Empirical Study in a Higher Education Institution in Hong Kong. Education Sciences, 14(12), 1329. https://doi.org/10.3390/educsci14121329

Weidmann, A. E. (2024). Artificial intelligence in academic writing and clinical pharmacy education: consequences and opportunities. International Journal of Clinical Pharmacy, 46(3), 751–754. https://doi.org/10.1007/s11096-024-01705-1

Yang, J. J., & Hwang, S.-H. (2025). Transforming hematological research documentation with large language models: an approach to scientific writing and data analysis. Blood Research, 60(1), 15. https://doi.org/10.1007/s44313-025-00062-w

Published

2026-07-13

How to Cite

Burgos, D. (2026). Sistemas automatizados que integran herramientas de IA generativa y tutorías para la redacción de trabajos científicos. Revista Internacional De Pedagogía De La Actividad Física Y Deporte, 2(1), 21-41. https://doi.org/10.53591/vjs45s83