The pedagogical role of training research seedbeds in the era of artificial intelligence and emerging technologies

Authors

DOI:

https://doi.org/10.56294/mw202536

Keywords:

teaching, curriculum, research, critical thinking, pedagogy, integration, peace, territory, technology

Abstract

In the context of AI and emerging technologies, pedagogy in research seedbeds emphasizes the diversification of skills through the theory of multiple intelligences. Colombian seedbeds promote early research by integrating AI to enhance collaborative learning, innovation, and social change. The article was structured in two phases: an exhaustive literature review on AI integration in research seedbeds and the creation of a research seedbed focused on the pedagogical role in the era of AI and emerging technologies. The formative proposal is based on investigative pedagogy, merging teaching with research to continually improve educational practices. The seedbed plays an essential role in fostering critical thinking and collaborative research in local communities, advocating for the use of emerging technologies to enhance advanced cognitive skills and sustainable development. This systematic approach provided a deep and well-founded understanding, facilitating the effective integration of AI in researcher training

References

1. Zawacki-Richter O, Marín V, Bond M, Gouverneur F. Systematic review of research on artificial intelligence applications in higher education – where are the educators? Int J Educ Technol High Educ. 2019;16. https://doi.org/10.1186/s41239-019-0171-0

2. Zhan Z, Shen W, Lin W. Effect of product-based pedagogy on students’ project management skills, learning achievement, creativity, and innovative thinking in a high-school artificial intelligence course. Frontiers in Psychology. 2022;13. https://doi.org/10.3389/fpsyg.2022.849842

3. Afanador Cubillos N. Historia de la producción y sus retos en la era actual. Región Científica. 2023;2(1):202315. https://doi.org/10.58763/rc202315

4. Gómez-Cano C, Sánchez-Castillo V, Santana-González Y. Factores que inciden en la procrastinación académica de los estudiantes de educación superior en Colombia. Univ Soc. 2023;15(4):421-431. https://rus.ucf.edu.cu/index.php/rus/article/view/3995

5. Mohamed S, Png M, Isaac W. Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence. Philos Technol. 2020;33:659-684. https://doi.org/10.1007/s13347-020-00405-8

6. Cardeño-Portela N, Cardeño-Portela EJ, Bonilla-Blanchar E. Las TIC y la transformación académica en las universidades. Región Científica. 2023;2(2):202370. https://doi.org/10.58763/rc202370

7. Swist T, Humphry J, Gulson K. Pedagogic encounters with algorithmic system controversies: a toolkit for democratising technology. Learn Media Technol. 2023;48:226-239. https://doi.org/10.1080/17439884.2023.2185255

8. Gonzales-Tito YM, Quintanilla-López L, Pérez-Gamboa AJ. Metaverse and education: a complex space for the next educational revolution. Metaverse Basic Appl Res. 2023;2:56. https://doi.org/10.56294/mr202356

9. Urbano-Bonilla A, Roa-Varón A, H M. Dr. Javier Alejandro Maldonado-Ocampo. Ichthyol Herpetol. 2021;109:1073-1074. https://doi.org/10.1643/t2021115

10. Gómez Cano CA. Ingreso, permanencia y estrategias para el fomento de los Semilleros de Investigación en una IES de Colombia. Región Científica. 2022;1(1):20226. https://doi.org/10.58763/rc20226

11. Gough K, Vélez‐Torres I, Ruette-Orihuela K, Fayad J, Bueno B, Corredor G, Escobar-Tello C, Hurtado D, Larrea J, Piccolino G, Reyes K, Rubiano J, Suarez A, Grootheest S. Engaged pedagogic research: Transforming societies through co-learning and social action. Environment and Planning C: Politics and Space. 2022;41:109-129. https://doi.org/10.1177/23996544221116628

12. Hammelman C, Arias C, Cuadros U, Hayes-Conroy A, Muñoz D, Quintero X, Montoya A. Reflections on the affective contributions to research success in two participatory projects in Colombia. Qualitative Research. 2020;20:378-395. https://doi.org/10.1177/1468794119851338

13. Eslava-Zapata R, Mogollón Calderón O Z, Chacón Guerrero E. Socialización organizacional en las universidades: estudio empírico. Región Científica. 2023;2(2):202369. https://doi.org/10.58763/rc202369

14. Monzón-Pinglo L A, Davila-Cisneros J D, Rodríguez-Torres E, Pérez-Gamboa A J. La resiliencia en el contexto universitario, un estudio mixto exploratorio. Pensamiento Americano. 2023;16(31):1-15. https://doi.org/10.21803/penamer.16.31.636

15. Huddart J, Crawford A, Luna-Tapia A, Restrepo S, Palma F. EBP-Colombia and the bioeconomy: Genomics in the service of biodiversity conservation and sustainable development. Proceedings of the National Academy of Sciences of the United States of America. 2022;119. https://doi.org/10.1073/pnas.2115641119

16. Ordóñez‐Matamoros G, Vernot-López M, Moreno-Mattar O, Orozco L. Exploring the Effects of North–South and South–South Research Collaboration in Emerging Economies, the Colombian Case. Review of Policy Research. 2020;37:174-200. https://doi.org/10.1111/ropr.12378

17. López Rodríguez del Rey M M, Inguanzo Ardila A M, Guerra Domínguez E. La Orientación Educativa. Desafíos teóricos y prácticos. Región Científica. 2024;3(1):2024245. https://doi.org/10.58763/rc2024245

18. Pérez Gamboa A J, García Acevedo Y, García Batán J. Proyecto de vida y proceso formativo universitario: un estudio exploratorio en la Universidad de Camagüey. Trasnsformación. 2019;15(3):280-296. http://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S2077-29552019000300280

19. Obschonka M, Audretsch D. Artificial intelligence and big data in entrepreneurship: a new era has begun. Small Business Economics. 2019;55:529-539. https://doi.org/10.1007/s11187-019-00202-4

20. López-Gónzalez Y Y. Competencia digital del profesorado para las habilidades TIC en el siglo XXI: una evaluación de su desarrollo. Región Científica. 2023;2(2):2023119. https://doi.org/10.58763/rc2023119

21. Budhwar P, Malik A, Silva M, Thevisuthan P. Artificial intelligence – challenges and opportunities for international HRM: a review and research agenda. The International Journal of Human Resource Management. 2022;33:1065-1097. https://doi.org/10.1080/09585192.2022.2035161

22. Borges A, Laurindo F, Spínola M, Gonçalves R, Mattos C. The strategic use of artificial intelligence in the digital era: Systematic literature review and future research directions. International Journal of Information Management. 2020;57:102225. https://doi.org/10.1016/J.IJINFOMGT.2020.102225

23. Duan Y, Edwards J, Dwivedi Y. Artificial intelligence for decision making in the era of Big Data - evolution, challenges and research agenda. International Journal of Information Management. 2019;48:63-71. https://doi.org/10.1016/J.IJINFOMGT.2019.01.021

24. Brem A, Giones F, Werle M. The AI Digital Revolution in Innovation: A Conceptual Framework of Artificial Intelligence Technologies for the Management of Innovation. IEEE Transactions on Engineering Management. 2021;PP:1-7. https://doi.org/10.1109/TEM.2021.3109983

25. Velásquez Castro LA, Paredes-Águila JA. Revisión sistemática sobre los desafíos que enfrenta el desarrollo e integración de las tecnologías digitales en el contexto escolar chileno, desde la docencia. Región Científica. 2024;3(1):2024226. https://doi.org/10.58763/rc2024226

26. Ahmed N, Wahed M, Thompson N. The growing influence of industry in AI research. Science. 2023;379:884-886. https://doi.org/10.1126/science.ade2420

27. Faúndez A, Freire P. Hacia una pedagogía de la pregunta. Ciudad Autónoma de Buenos Aires, Argentina: La Aurora; 1986. https://isbn.cloud/9789505510603/hacia-una-pedagogia-de-la-pregunta

28. Jackson G. Intergroup Dialogue Pedagogy, Processes, and Outcomes: The Moderating Role of Students’ Openness to Multiple Perspectives. Teachers College Record: The Voice of Scholarship in Education. 2021;123:1-34. https://doi.org/10.1177/016146812112300607

29. Zapata Muriel FA, Montoya Zapata S, Montoya-Zapata D. Dilemas éticos planteados por el auge de la inteligencia artificial: una mirada desde el transhumanismo. Región Científica. 2024;3(1):2024225. https://doi.org/10.58763/rc2024225

30. Pérez-Gamboa AJ, Rodríguez-Torres E, Camejo-Pérez Y. Fundamentos de la atención psicopedagógica para la configuración del proyecto de vida en estudiantes universitarios. Educación y Sociedad. 2023;21(2):67-89. https://doi.org/10.5281/zenodo.7979972

31. Gómez-Cano C, Sánchez-Castillo V, Clavijo-Gallego TA. Redes de conocimiento y colaboración internacional en torno al Generative Pre-trained Transformer (GPT): Un estudio bibliométrico. Metaverse Basic and Applied Research. 2023;2:33. https://doi.org/10.56294/mr202333

32. Kammerer-David MI, Murgas-Téllez B. La innovación tecnológica desde un enfoque de dinámica de sistemas. Región Científica. 2024;3(1):2024217. https://doi.org/10.58763/rc2024217

33. Sanabria Martínez MJ. Construir nuevos espacios sostenibles respetando la diversidad cultural desde el nivel local. Región Científica. 2022;1(1):20222. https://doi.org/10.58763/rc20222

34. Maury AL, Cassetta Córdoba JP, Mora Caicedo JL. Los semilleros de investigación como estrategia pedagógica transformadora en el desarrollo de habilidades y competencias investigativas. Fedumar Pedagogía Y Educación. 2023;4(1):145-181. https://revistas.umariana.edu.co/index.php/fedumar/article/view/1511

35. Ye P, Xu X. A case study of interdisciplinary thematic learning curriculum to cultivate “4C skills”. Frontiers in Psychology. 2023;14. https://doi.org/10.3389/fpsyg.2023.1080811

36. Gube M, Lajoie S. Adaptive expertise and creative thinking: A synthetic review and implications for practice. Thinking Skills and Creativity. 2020;35:100630. https://doi.org/10.1016/j.tsc.2020.100630

37. Arango M, Silva J. El impacto de los semilleros de investigación en el desarrollo de competencias en la era digital. Revista Colombiana de Educación. 2020;38(2):123-141. https://doi.org/10.37811/cl_rcm.v6i6.3928

38. González P, Martínez R. La inteligencia artificial como herramienta pedagógica en los semilleros de investigación. Revista de Tecnología y Educación. 2021;15(1):45-67. https://zenodo.org/record/7823874

39. Guan C, Mou J, Jiang Z. Artificial intelligence innovation in education: A twenty-year data-driven historical analysis. International Journal of Innovation Studies. 2020;4:134-147. https://doi.org/10.1016/J.IJIS.2020.09.001

40. Mora H, Pont M, Guilló A, Pertegal-Felices M. A collaborative working model for enhancing the learning process of science & engineering students. Computers in Human Behavior. 2020;103:140-150. https://doi.org/10.1016/j.chb.2019.09.008

41. Shadiev, R., & Wang, X. A Review of Research on Technology-Supported Language Learning and 21st Century Skills. Frontiers in Psychology. 2022;13. https://doi.org/10.3389/fpsyg.2022.897689

42. Dewey, J. Democracy and education: An introduction to the philosophy of education. New York: MacMillan. 1916. https://dialnet.unirioja.es/servlet/libro?codigo=298852

43. Wahlström, N., Bossér, U., & Vogt, B. Teaching as a pedagogical responsibility: an introduction. Journal of Curriculum Studies. 2023;55:1-7. https://doi.org/10.1080/00220272.2023.2172361

44. Dewey, J. Experience and Education. New York: Macmillan Company. 1938. https://archive.org/stream/ExperienceAndEducation-JohnDewey/dewey-edu-experience_djvu.txt

45. Roman-Acosta, D., Rodríguez-Torres, E., Baquedano-Montoya, M. B., López-Zavala, L., & Pérez-Gamboa, A. J. ChatGPT y su uso para perfeccionar la escritura académica en educandos de posgrado. Praxis Pedagógica. 2024;24(36):53-75. https://revistas.uniminuto.edu/index.php/praxis/article/view/3536

46. Gallardo-Montes, C., Caurcel-Cara, M., Crisol-Moya, E., & Peregrina-Nievas, P. ICT Training Perception of Professionals in Functional Diversity in Granada. International Journal of Environmental Research and Public Health. 2023;20. https://doi.org/10.3390/ijerph20032064

47. Reyes, V., McLay, K., Thomasse, L., Olave-Encina, K., Karimi, A., Rahman, M., Seneviratne, L., & Tran, T. Enacting Smart Pedagogy in Higher Education Contexts: Sensemaking through Collaborative Biography. Technology, Knowledge and Learning. 2021;26:1153-1168. https://doi.org/10.1007/s10758-021-09495-5

48. Roos, N. A Matter of Responsible Management from Higher Education Institutions. Sustainability. 2019;11:1-17. https://doi.org/10.3390/su11226502

49. Meseguer-Sánchez, V., Abad-Segura, E., Belmonte-Ureña, L., & Molina-Moreno, V. Examining the Research Evolution on the Socio-Economic and Environmental Dimensions on University Social Responsibility. International Journal of Environmental Research and Public Health. 2020;17. https://doi.org/10.3390/ijerph17134729

50. Rampersad, G. Robot will take your job: Innovation for an era of artificial intelligence. Journal of Business Research. 2020;116:68-74. https://doi.org/10.1016/j.jbusres.2020.05.019

51. Haneberg, D., & Aaboen, L. Incubation of technology-based student ventures: The importance of networking and team recruitment. Technology in Society. 2020;63:101402. https://doi.org/10.1016/J.TECHSOC.2020.101402

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Published

2025-01-01

How to Cite

1.
Rodríguez Hernández LA. The pedagogical role of training research seedbeds in the era of artificial intelligence and emerging technologies. Seminars in Medical Writing and Education [Internet]. 2025 Jan. 1 [cited 2024 Nov. 21];4:36. Available from: https://mw.ageditor.ar/index.php/mw/article/view/36