Educational robotics for the development of computational thinking: A study in a rural school in Colombia
DOI:
https://doi.org/10.21814/rpe.36792Keywords:
Educational Robotics, Computational Thinking, Active Learning, Rural Schools, Elementary SchoolAbstract
The purpose of this study is to examine the progress of computational thinking skills using educational robotics through teaching-learning activities in students in a rural area of Colombia. The intervention involved 19 children in the third, fourth, and fifth grade of primary school, aged between 7 and 12 years, with a single group of students, building and programming robots with the Lego Education WeDo 2.0 robotics kit under the active learning approach “Learning by doing”. An instrument was applied before and after the implementation of a workshop to collect data on the skills observed in the students, using a non-probabilistic sampling, by convenience. To determine the progress of the students, a Wilcoxon signed-rank test for paired samples, a non-parametric test, was performed, which revealed a significant improvement in the computational thinking skills of the rural school students, especially pattern recognition, decomposition and generalization. In the case of data analysis, and algorithmic thinking, slower progress was evidenced, taking into account the degree of difficulty in appropriating totally new concepts that require more time of pedagogical mediation to achieve optimal results in the process, also taking into consideration that the children had no previous experience in computer programming and robotics.
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References
Abuzandah, S. (2021). Philosophy of learning by doing and pay attention to content. Asian Journal of Sociological Research, 4(1), 41-44. https://journalsociology.com/index.php/AJSR/article/view/38
Adler, R. F., Hibdon, J. E., Kim, H., Mayle, S., Pines, B., & Srinivas, S. (2023). Assessing computational thinking across a STEM curriculum for pre-service teachers. Education and Information Technologies, 28(7), 8051-8073. https://doi.org/10.1007/s10639-022-11508-4
Amo, D., Fox, P., Fonseca, D., & Poyatos, C. (2021). Systematic review on which analytics and learning methodologies are applied in primary and secondary education in the learning of robotics sensors. Sensors, 21(1), e153. https://doi.org/10.3390/s21010153
Angeli, C., & Valanides, N. (2020). Developing young children's computational thinking with educational robotics: An interaction effect between gender and scaffolding strategy. Computers in human behavior, 105, e105954. https://doi.org/10.1016/j.chb.2019.03.018
Barria, C., Burbano, C. L., Cuellar Anturi, C. W., Draco, D. F., & Ortiz, W. (2020). Introduction to educational robotics in rural areas for the development of an obstacle detector controlled by a mobile app. I+ T+ C: Research, Technology and Science, 1(14), 25-33. https://doi.org/10.57173/ritc.v1n14a3
Caballero-González, Y. A., & García-Valcárcel Muñoz-Repiso, A. (2019). Fortaleciendo habilidades de pensamiento computacional en educación infantil: Experiencia de aprendizaje mediante interfaces tangible y gráfica. RELATEC: Revista Latinoamericana de Tecnología Educativa, 18(2), 133-149. https://doi.org/10.17398/1695-288X.18.2.133
Çakiroğlu, Ü., & Çevik, İ. (2022). A framework for measuring abstraction as a sub-skill of computational thinking in block-based programming environments. Education and Information Technologies, 27(7), 9455-9484. https://doi.org/10.1007/s10639-022-11019-2
Ccopa Ybarra, L. A., & Soares, M. (2022). A robótica e o pensamento computacional na educação: Uma proposta de avaliação da aprendizagem baseada em projetos. Dialogia, (40), e21524. https://doi.org/10.5585/40.2022.21524
Chevalier, M., Giang, C., Piatti, A., & Mondada, F. (2020). Fostering computational thinking through educational robotics: A model for creative computational problem solving. International Journal of STEM Education, 7, e39. https://doi.org/10.1186/s40594-020-00238-z
Chiazzese, G., Arrigo, M., Chifari, A., Lonati, V., & Tosto, C. (2019). Educational robotics in primary school: Measuring the development of computational thinking skills with the Bebras tasks. Informatics, 6(4), e43. https://doi.org/10.3390/informatics6040043
Colmenares Escalona, A. M. (2012). Investigación-acción participativa: Una metodología integradora del conocimiento y la acción. Voces y Silencios: Revista Latinoamericana De Educación, 3(1), 102-115. https://doi.org/10.18175/vys3.1.2012.07
Colombia aprende. (2023, noviembre 1). Escuelas STEM+: Fomento al pensamiento científico y tecnológico en la educación nacional. http://bit.ly/3RhXrJb
ColombiaTIC. (2023, febrero 24). Computadores para Educar. https://bit.ly/47NTnr7
Constantinou, V., & Ioannou, A. (2018). Development of computational thinking skills through educational robotics [Conference paper]. 13th European Conference on Technology Enhanced Learning, Leeds, United Kingdom, 3-5 sept. 2018. https://ceur-ws.org/Vol-2193/paper9.pdf
Corredor Quintero, C., Gómez Bello, A., González Gil, S., & Aguirre Buenaventura, E. (2019). Uso de la robótica para el aprendizaje de las matemáticas en la educación primaria en la IES El Salitre, Hato, Cundinamarca. Revista de Tecnología, 18(1), 59-69. https://revistas.unbosque.edu.co/index.php/RevTec/article/view/3766
DANE. (2024). Manual de Uso del Marco Geoestadístico Nacional en el Proceso Estadístico V. 3.0. http://bit.ly/3ZYqDKB
Díaz-Lauzurica, B., & Moreno-Salinas, D. (2019). Computational thinking and robotics: A teaching experience in compulsory secondary education with students with high degree of apathy and demotivation. Sustainability, 11(18), e5109. https://doi.org/10.3390/su11185109
Fanchamps, N. L., Slangen, L., Hennissen, P., & Specht, M. (2021). The influence of SRA programming on algorithmic thinking and self-efficacy using Lego robotics in two types of instruction. International Journal of Technology and Design Education, 31(2), 203-222. https://doi.org/10.1007/s10798-019-09559-9
García-Valcárcel Muñoz-Repiso, A., & Caballero-González, Y. (2019). Robótica para desarrollar el pensamiento computacional en educación infantil. Comunicar, XXVII(59), 63-72. https://doi.org/10.3916/C59-2019-06
Gil, B., & Pascual-Ezama, D. (2012). La metodología Delphi como técnica de estudio de la validez de contenido. Anales de Psicología / Annals of Psychology, 28(3), 1011-1020. https://doi.org/10.6018/analesps.28.3.156211
Hudson, M.-A., & Baek, Y. (2022). Increasing elementary students’ computational thinking skills using a multifaceted robotics-based intervention. Computers in the Schools, 39(1), 16-40. https://doi.org/10.1080/07380569.2022.2037295
Jawawi, D. N. A., Jamal, N. N., Abdul Halim, S., Sa’adon, N. A., Mamat, R., Isa, M. A., Mohamad, R., & Abdull Hamed, H. N. (2022). Nurturing secondary school student computational thinking through educational robotics. iJET: International Journal of Emerging Technologies in Learning, 17(03), 117-128. https://doi.org/10.3991/ijet.v17i03.27311
Karalekas, G., Vologiannidis, S., & Kalomiros, J. (2020). Europa: A case study for teaching sensors, data acquisition and robotics via a ROS-based educational robot. Sensors, 20(9), e2469. https://doi.org/10.3390/s20092469
Kerimbayev, N., Nurym, N., Akramova, A., & Abdykarimova, S. (2023). Educational robotics: Development of computational thinking in collaborative online learning. Education and Information Technologies, 28(11), 14987-15009. https://doi.org/10.1007/s10639-023-11806-5
Laboratorio de Economía de la Educación de la Pontificia Universidad Javeriana. (2023). Características y retos de la educación rural en Colombia [Informe análisis estadístico no. 79]. https://bit.ly/3Rf8fI8
Li, X., Xie, K., Vongkulluksn, V., Stein, D., & Zhang, Y. (2021). Developing and testing a design-based learning approach to enhance elementary students’ self-perceived computational thinking. Journal of Research on Technology in Education, 55(2), 344-368. https://doi.org/10.1080/15391523.2021.1962453
Mekonnen, F. D. (2020). Evaluating the effectiveness of ‘learning by doing’ teaching strategy in a research methodology course, Hargeisa, Somaliland. African Educational Research Journal, 8(1), 13-19. https://files.eric.ed.gov/fulltext/EJ1242694.pdf
MinEducacion (24 de marzo de 2023). Programa de Alimentación Escolar (PAE). https://bit.ly/3uYm4mI
Noh, J., & Lee, J. (2020). Effects of robotics programming on the computational thinking and creativity of elementary school students. Educational Technology Research and Development, 68(1), 463-484. https://doi.org/10.1007/s11423-019-09708-w
Oyelere, S. S., Agbo, F. J., & Sanusi, I. T. (2022). Developing a pedagogical evaluation framework for computational thinking supporting technologies and tools. Frontiers in Education, 7, e957739. https://doi.org/10.3389/feduc.2022.957739
Panskyi, T., & Rowińska, Z. (2022). A holistic digital game-based learning approach to out-of-school primary programming education. Informatics in Education, 20(2), 255-276. https://doi.org/10.15388/infedu.2021.12
Papert, S. (1980). Mindstorms: Children, computers, and powerful ideas. Basic Books. https://bit.ly/3RhYatT
Paucar-Curasma, R., Villalba-Condori, K., Arias-Chavez, D., Le, N.-T., Garcia-Tejada, G., & Frango-Silveira, I. (2022). Evaluación del pensamiento computacional utilizando cuatro robots educativos con estudiantes de primaria en Perú. EKS: Education in the Knowledge Society, 23, 25-34. https://doi.org/10.14201/eks.26161
Pérez-Acosta, G. X., & Mendoza-Moreno, M. Á. (2021). Robótica educativa: Propuesta curricular para Colombia. Educación y Educadores, 23(4), 577-595. https://doi.org/10.5294/edu.2020.23.4.2
Peterson, R. A. (1994). A Meta-analysis of Cronbach's Coefficient Alpha. Journal of Consumer Research, 21(2), 381-391. https://doi.org/10.1086/209405
Qu, J. R., & Fok, P. K. (2022). Cultivating students’ computational thinking through student-robot interactions in robotics education. International Journal of Technology and Design Education, 32(4), 1983-2002. https://doi.org/10.1007/s10798-021-09677-3
Quemba, J. (2018). Informalidad Laboral en el Sector Rural Colombiano. Econógrafos Escuela de Economía, (124). Universidad Nacional de Colombia, FCE, CID. https://fce.unal.edu.co/centro-editorial/docs/econografos-escuela-economia/124-informalidad-laboral-en-el-sector-rural-colombiano
Ronsivalle, G. B., Boldi, A., Gusella, V., Inama, C., & Carta, S. (2019). How to implement educational robotics’ programs in Italian schools: A brief guideline according to an instructional design point of view. Technology, Knowledge and Learning, 24(2), 227-245. https://doi.org/10.1007/s10758-018-9389-5
Sarmiento Lozano, J. L. (2022, Octubre 20). El universo de la escuela y los colegios rurales en Colombia. Ruta Maestra, (34), 128-136. https://bit.ly/487tC50
Shipepe, A., Uwu-Khaeb, L., De Villiers, C., Jormanainen, I., & Sutinen, E. (2022). Co-learning computational and design thinking using educational robotics: A case of primary school learners in Namibia. Sensors, 22(21), e8169. https://doi.org/10.3390/s22218169
Stewart, W. H., Baek, Y., Kwid, G., & Taylor, K. (2021). Exploring factors that influence computational thinking skills in elementary students’ collaborative robotics. Journal of Educational Computing Research, 59(6), 1208-1239. https://doi.org/10.1177/0735633121992479
Sung, J., Lee, J. Y., & Chun, H. Y. (2023). Short-term effects of a classroom-based STEAM program using robotic kits on children in South Korea. International Journal of STEM Education, 10, e26. https://doi.org/10.1186/s40594-023-00417-8
Tengler, K., Kastner-Hauler, O., Sabitzer, B., & Lavicza, Z. (2022). The effect of robotics-based storytelling activities on primary school students’ computational thinking. Education Sciences, 12(1), e10. https://doi.org/10.3390/educsci12010010
The LEGO Group. (2017). LEGO Education WeDo 2.0: Caja de herramientas. https://bit.ly/4a7wOj3
Tran, Y. (2019). Computational thinking equity in elementary classrooms: What third-grade students know and can do. Journal of Educational Computing Research, 57(1), 3-31. https://doi.org/10.1177/0735633117743918
Tsortanidou, X., Daradoumis, T., & Barberá, E. (2021). A K-6 computational thinking curricular framework: Pedagogical implications for teaching practice. Interactive Learning Environments, 31(8), 4903-4923. https://doi.org/10.1080/10494820.2021.1986725
Veenman, K., Tolboom, J. L., & van Beekum, O. (2022). The relation between computational thinking and logical thinking in the context of robotics education. Frontiers in Education, 7, e956901. https://doi.org/10.3389/feduc.2022.956901
Villar, R. (2010). El programa Escuela Nueva en Colombia. Revista Educación y Pedagogía, 7(14-15), 357-382. https://bit.ly/3LClwYZ
Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3), 33-35. https://www.cs.cmu.edu/~15110-s13/Wing06-ct.pdf
Wu, S.-Y., & Su, Y.-S. (2021). Visual programming environments and computational thinking performance of fifth- and sixth-grade students. Journal of Educational Computing Research, 59(6), 1075-1092. https://doi.org/10.1177/0735633120988807
Yilmaz Ince, E., & Koc, M. (2021). The consequences of robotics programming education on computational thinking skills: An intervention of the Young Engineer’s Workshop (YEW). Computer Applications in Engineering Education, 29(1), 191-208. https://doi.org/10.1002/cae.22321
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Copyright (c) 2025 Eva Patricia Vásquez Gómez, Jorge Enrique Quevedo Buitrago, Ana Esperanza Merchán Hernández, Diego Orlando Méndez Pineda

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