APRENDIZAJE BASADO EN ERRORES. UNA PROPUESTA COMO NUEVA ESTRATEGIA DIDÁCTICA EN LA EDUCACION MEDICA
DOI:
https://doi.org/10.53591/minerva.v6i10.2187Resumen
Introducción: El aprendizaje basado en errores es una estrategia educativa enfocada en el uso de errores como fuente de aprendizaje. Mediante el análisis y corrección de errores que conducen al razonamiento y a la memoria. El propósito de este estudio consiste en comparar los descubrimientos de investigaciones anteriores acerca del aprendizaje basado en errores en la educación médica. El método es: Se llevó a cabo una revisión sistemática de los artículos publicados entre 2013 y 2023. Utilicé diversos buscadores como Google Academic, Scopus, Embase, Clínica Key y Web of Science como fuentes de datos. La búsqueda se basó en diferentes palabras claves y estrategias de aprendizaje. Resultados: se identificaron cuatro temas principales a través del análisis de los artículos seleccionados: generalidades de la educación basada en errores y diversas disciplinas de enseñanza médica. Conclusiones: Se determinó que incluir errores en la formación médica motivan a los estudiantes, los mismos necesitan ser estimulados o inducidos; representando un impacto positivo al dar la oportunidad de encontrar y corregir errores motivando al estudiante a investigar.
Referencias
Albert, S. T., & Shadmehr, R. (2018). Estimating properties of the fast and slow adaptive processes during sensorimotor adaptation. Journal of Neurophysiology, 119(4), 1367–1393. https://doi.org/10.1152/jn.00197.2017
Alfonso Uresti-Cabrera, L., Vaca-Palomares, I., Diaz, R., Beltran-Parrazal, L., & Fernandez-Ruiz, J. (2015). Effects of aging on strategic-based visuomotor learning. Brain Research, 1618, 9–16. https://doi.org/10.1016/j.brainres.2015.05.022
Anderson, C., Macrae, P., Taylor-Kamara, I., Serel, S., Vose, A., & Humbert, I. A. (2015). The perturbation paradigm modulates error-based learning in a highly automated task: outcomes in swallowing kinematics. Journal of Applied Physiology, 119(4), 334–341. https://doi.org/10.1152/japplphysiol.00155.2015
Anglin, J. M., Sugiyama, T., & Liew, S.-L. (2017). Visuomotor adaptation in head-mounted virtual reality versus conventional training. Scientific Reports, 7(1), 45469. https://doi.org/10.1038/srep45469
Arai, M., & Mazuka, R. (2014). The Development of Japanese Passive Syntax as Indexed by Structural Priming in Comprehension. Quarterly Journal of Experimental Psychology, 67(1), 60–78. https://doi.org/10.1080/17470218.2013.790454
Arksey, H., & O’Malley, L. (2005). Scoping studies: towards a methodological framework. International Journal of Social Research Methodology, 8(1), 19–32. https://doi.org/10.1080/1364557032000119616
Butcher, P. A., Ivry, R. B., Kuo, S.-H., Rydz, D., Krakauer, J. W., & Taylor, J. A. (2017). The cerebellum does more than sensory prediction error-based learning in sensorimotor adaptation tasks. Journal of Neurophysiology, 118(3), 1622–1636. https://doi.org/10.1152/jn.00451.2017
Buzón-García O, Fernández-Rincón JA, & Mena-Rodríguez E. (2018). Presente y futuro de la educación: planteamientos teóricos, experiencias y nuevos modelos educativos (Primera). Ediciones Egregius. https://dialnet.unirioja.es/servlet/libro?codigo=914357
Carenzo, L., Baker, C., Jones, S., & Hurst, T. (2022). A Framework for Case-Based Learning in Prehospital Medicine: The London’s Air Ambulance Experience. Air Medical Journal, 41(6), 521–525. https://doi.org/10.1016/j.amj.2022.09.005
Chen, X., Wang, S., & Hartsuiker, R. J. (2022). Error-based structure prediction in language comprehension: Evidence from verb bias effects in a visual-world structural priming paradigm for Mandarin Chinese. Journal of Experimental Psychology: Learning, Memory, and Cognition, 48(1), 60–71. https://doi.org/10.1037/xlm0001048
Chien, K.-P., & Chen, S. (2018). The Influence of Guided Error-Based Learning on Motor Skills Self-Efficacy and Achievement. Journal of Motor Behavior, 50(3), 275–284. https://doi.org/10.1080/00222895.2017.1341377
Cyr AA, & Anderson ND. (2018). Learning from our mistakes. Effects of learning errors on memory in healthy younger and older adults. . In K. R. Haslam C (Ed.), Current issues in neuropsychology. Errorless learning in neuropsychological rehabilitation: Mechanisms, efficacy and application (pp. 151–163). Routledge/Taylor & Francis Group. https://scholar.google.com/citations?view_op=view_citation&hl=en&user=PI4JkN4AAAAJ&citation_for_view=PI4JkN4AAAAJ:M3ejUd6NZC8C
de Haas, E., Stone, J. P., de Haas, W., & Schrag, C. H. (2019). Error-Based Teaching Approach Decreases Vessel Anastomosis Errors: A Pilot Study. Journal of Reconstructive Microsurgery Open, 04(02), e73–e76. https://doi.org/10.1055/s-0039-3400244
de Jong, T., & Ferguson-Hessler, M. G. M. (1996). Types and qualities of knowledge. Educational Psychologist, 31(2), 105–113. https://doi.org/10.1207/s15326985ep3102_2
Dharminder, D., & Chandran, K. P. (2020). LWESM: learning with error based secure communication in mobile devices using fuzzy extractor. Journal of Ambient Intelligence and Humanized Computing, 11(10), 4089–4100. https://doi.org/10.1007/s12652-019-01675-7
Edwards, M. S., & Rosenfeld, G. C. (2006). A Problem-Based Learning Approach to Incorporating Nutrition into the Medical Curriculum. Medical Education Online, 11(1), 4611. https://doi.org/10.3402/meo.v11i.4611
Gaudiano, P., & Grossberg, S. (1991). Vector associative maps: Unsupervised real-time error-based learning and control of movement trajectories. Neural Networks, 4(2), 147–183. https://doi.org/10.1016/0893-6080(91)90002-M
Grado de Ciencia y Tecnología de los Alimentos. (2019). Programa de la asignatura Dietética Aplicada a la Industria Alimentaria. https://www.ucm.es/nutrycial/grado-en-cyta
Guerrero Benavides, J. I., Castillo Molina, E. J. S., Chamorro Quiroz, H. G., & Isaza de Gil, G. (2013). El error como oportunidad de aprendizaje desde la diversidad en las prácticas evaluativas. Plumilla Educativa, 12(2), 361–381. https://doi.org/10.30554/plumillaedu.12.388.2013
Hénard F. (2019). Learning our lesson. Review of quality teaching in higher education. OECD netFWD (2019), “Philanthropy and Education - Quality Education For All: Lessons and Future Priorities”, . https://www.oecd.org/development/networks/NetFWD_PolicyNoteOnEducation.pdf
Holland, K. (2003). Editorial comment. Nurse Education in Practice, 3(4), 185. https://doi.org/10.1016/S1471-5953(03)00070-2
Klein, M., Otto, B., Fischer, M. R., & Stark, R. (2019). Fostering medical students’ clinical reasoning by learning from errors in clinical case vignettes: effects and conditions of additional prompting procedures to foster self-explanations. Advances in Health Sciences Education, 24(2), 331–351. https://doi.org/10.1007/s10459-018-09870-5
Klein, M., Wagner, K., Klopp, E., & Stark, R. (2017). Fostering of applicable educational knowledge in student teachers: Effects of an error-based seminar concept and instructional support during testing on qualities of applicable knowledge. Journal for Educational Research Online, 9(2), 88–114. https://doi.org/https://doi.org/10.25656/01:14898
Kolobe, T. H. A., & Fagg, A. H. (2019). Robot Reinforcement and Error-Based Movement Learning in Infants With and Without Cerebral Palsy. Physical Therapy, 99(6), 677–688. https://doi.org/10.1093/ptj/pzz043
Macho-González A, Bastida S, Sarriá Ruiz B, & Sánchez Muniz FJ. (2020). Aprendizaje basado en errores. Una propuesta como nueva estrategia didáctica. JONNPR, 6(8), 1049–1063. https://doi.org/10.19230/jonnpr.4146
Mera Equiza Yeray; Mera Equiza Yeray. (2018). Condiciones de aparición del Aprendizaje Basado en Errores: Relación semántica del material y recuperación del error [UPV/EHU]. https://addi.ehu.es/bitstream/handle/10810/45466/TFG%20Definitivo_Mera_Yeray.pdf?sequence=1
Molina-Montes ME. (2020). Aprendizaje basado en errores en materias de la nutrición: validación de una estrategia docente en un contexto interuniversitario. Universidad de Granadas. https://digibug.ugr.es/handle/10481/75110
Muñoz Rojas M. (2016). Las TIC en educación: “Kahoot!” como propuesta de gamificación e innovación educativa para educación secundaria en educación física [Universidad Internacional de La Rioja]. https://docplayer.es/52615454-Las-tic-en-educacion-kahoot-como-propuesta-de-gamificacion-e-innovacion-educativa-para-educacion-secundaria-en-educacion-fisica.html
Nagaraj, D., Khandelwal, P., Steyaert, S., & Gevaert, O. (2023). Augmenting digital twins with federated learning in medicine. The Lancet Digital Health, 5(5), e251–e253. https://doi.org/10.1016/S2589-7500(23)00044-4
Ownsworth, T. (2018). Errors: Friend or foe? In Errorless Learning in Neuropsychological Rehabilitation (pp. 164–179). Routledge. https://doi.org/10.4324/9781315660738-11
Ownsworth, T., Fleming, J., Tate, R., Beadle, E., Griffin, J., Kendall, M., Schmidt, J., Lane-Brown, A., Chevignard, M., & Shum, D. H. K. (2017). Do People With Severe Traumatic Brain Injury Benefit From Making Errors? A Randomized Controlled Trial of Error-Based and Errorless Learning. Neurorehabilitation and Neural Repair, 31(12), 1072–1082. https://doi.org/10.1177/1545968317740635
Pellón R. (2014). Psicología del aprendizaje. https://dialnet.unirioja.es/servlet/libro?codigo=567566
Ramirez-Hernandez, D., Stolwyk, R. J., Ownsworth, T., & Wong, D. (2020). A comparison of systematic instruction, error-based learning and trial and error to train the use of smartphone memory apps after acquired brain injury: A three-armed phase II randomised controlled trial study protocol. Brain Impairment. https://doi.org/10.1017/BrImp.2020.10
Ramirez-Hernandez, D., Wong, D., Ownsworth, T., & Stolwyk, R. J. (2023a). Which training methods are effective for learning new smartphone memory apps after acquired brain injury? A pilot randomized controlled trial comparing trial and error, systematic instruction and error-based learning. Neuropsychological Rehabilitation, 33(1), 139–172. https://doi.org/10.1080/09602011.2021.1993273
Ramirez-Hernandez, D., Wong, D., Ownsworth, T., & Stolwyk, R. J. (2023b). Which training methods are effective for learning new smartphone memory apps after acquired brain injury? A pilot randomized controlled trial comparing trial and error, systematic instruction and error-based learning. Neuropsychological Rehabilitation, 33(1), 139–172. https://doi.org/10.1080/09602011.2021.1993273
Ramis, M.-A., Chang, A., Conway, A., Lim, D., Munday, J., & Nissen, L. (2019). Theory-based strategies for teaching evidence-based practice to undergraduate health students: a systematic review. BMC Medical Education, 19(1), 267. https://doi.org/10.1186/s12909-019-1698-4
Salmasi, V., Terkawi, A. S., & Mackey, S. C. (2023). Pragmatic Comparative Effectiveness Trials and Learning Health Systems in Pain Medicine. Anesthesiology Clinics, 41(2), 503–517. https://doi.org/10.1016/j.anclin.2023.03.010
Sein-Echaluce ML, Fidalgo-Blanco A, & García-Peñalvo F. (2015, October 14). Metodología de enseñanza inversa apoyada en b-learning y gestión del conocimiento. III Congreso Internacional Sobre Aprendizaje, Innovación y Competitividad. http://hdl.handle.net/10366/126798
Sengupta, R., & Nasir, S. M. (2015). Redistribution of neural phase coherence reflects establishment of feedforward map in speech motor adaptation. Journal of Neurophysiology, 113(7), 2471–2479. https://doi.org/10.1152/jn.00731.2014
Serel Arslan, S., Azola, A., Sunday, K., Vose, A., Plowman, E., Tabor, L., Singer, M., Robison, R., & Humbert, I. A. (2018). Effects of Submental Surface Electrical Stimulation on Swallowing Kinematics in Healthy Adults: An Error-Based Learning Paradigm. American Journal of Speech-Language Pathology, 27(4), 1375–1384. https://doi.org/10.1044/2018_AJSLP-17-0224
Sicker, K., Habash, D., Hamilton, L., Nelson, N. G., Robertson-Boyd, L., & Shaikhkhalil, A. K. (2020). Implementing Culinary Medicine Training: Collaboratively Learning the Way Forward. Journal of Nutrition Education and Behavior, 52(7), 742–746. https://doi.org/10.1016/j.jneb.2019.12.009
Souissi, M. A., Elghoul, Y., Souissi, H., Masmoudi, L., Ammar, A., Chtourou, H., & Souissi, N. (2023). The Effects of Three Correction Strategies of Errors on the Snatch Technique in 10–12-Year-Old Children: A Randomized Controlled Trial. Journal of Strength and Conditioning Research, 37(6), 1218–1224. https://doi.org/10.1519/JSC.0000000000003707
Truong, C., Ruffino, C., Crognier, A., Paizis, C., Crognier, L., & Papaxanthis, C. (2023). Error-based and reinforcement learning in basketball free throw shooting. Scientific Reports, 13(1), 499. https://doi.org/10.1038/s41598-022-26568-2
van der Kooij, K., Oostwoud Wijdenes, L., Rigterink, T., Overvliet, K. E., & Smeets, J. B. J. (2019). Correction: Reward abundance interferes with error-based learning in a visuomotor adaptation task. PLOS ONE, 14(9), e0223088. https://doi.org/10.1371/journal.pone.0223088
van Vugt, F. T., & Tillmann, B. (2015a). Auditory feedback in error-based learning of motor regularity. Brain Research, 1606, 54–67. https://doi.org/10.1016/j.brainres.2015.02.026
van Vugt, F. T., & Tillmann, B. (2015b). Auditory feedback in error-based learning of motor regularity. Brain Research, 1606, 54–67. https://doi.org/10.1016/j.brainres.2015.02.026
Vázquez-Suárez L, & Sánchez-Gómez R. (2019). El aprendizaje basado en la enseñanza de errores: Aplicación a la gestión de recursos humanos (Esic Editorial). https://gredos.usal.es/bitstream/handle/10366/149262/133.pdf;jsessionid=29EF7909189B61F2B358F63AA9296C7C?sequence=1
Vinces Mieles, V. A., & Delgado Cedeño, L. A. (2022). Aprendizaje basado en errores: una propuesta didáctica para mejorar el proceso de la comunicación escrita en los estudiantes del Bachillerato. Revista Cognosis, 7(1), 95–110. https://doi.org/10.33936/cognosis.v6i0.3622
Wong, A. L., & Shelhamer, M. (2011). Exploring the Fundamental Dynamics of Error-Based Motor Learning Using a Stationary Predictive-Saccade Task. PLoS ONE, 6(9), e25225. https://doi.org/10.1371/journal.pone.0025225
Xu, L., Zhu, S., & Wen, N. (2022). Deep reinforcement learning and its applications in medical imaging and radiation therapy: a survey. Physics in Medicine & Biology, 67(22), 22TR02. https://doi.org/10.1088/1361-6560/ac9cb3
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Derechos de autor 2025 Ramon Miguel Vargas Vera, Martha Veronica Placencia, Silvia Placencia, Kathiuska Vargas Silva
Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0.
