La educación del siglo XXI y el despertar de las bellas durmientes: una revisión sistemática de la literatura
Resumen Aunque la educación del siglo XXI ha sido ampliamente debatida y presentada en la literatura, la realidad de las escuelas actuales, especialmente en los países en desarrollo, muestra una imagen muy alejada de lo que debería ser una educación flexible, personalizada, orientada al desarrollo de habilidades blandas y basada en el uso de Tecnologías de la Información y la Comunicación (TIC). Abordar esta situación en detalle sería el primer paso para comprenderla y proporcionar elementos de trabajo concretos para los docentes, los directores escolares y los responsables de la política educativa, especialmente para aquellos que trabajan en contextos educativos adversos. Este artículo presenta una revisión sistemática de literatura centrada en la identificación de ideas clave sobre la educación del siglo XXI como posibles factores de transformación de la actual escuela. La revisión incluyó 780 informes de investigación sobre la educación del siglo XXI, 101 de los cuales fueron leídos en profundidad y analizados cualitativamente. Los resultados revelaron que, si bien la mayoría de las ideas clave relacionadas con la educación del siglo XXI no son completamente nuevas, están floreciendo, como bellas durmientes, con nuevas posibilidades de implementación debido a la evolución del desarrollo tecnológico actual. Algunas de las bellas durmientes educativas a destacar son: las rutas personales de aprendizaje, la enseñanza basada en la investigación, el currículo abierto, flexible y apoyado digitalmente y el aprendizaje a lo largo de la vida.
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Alsuwat, S., & Young, J. R. (2016). Meta-Analysis of the Effects of Traditional versus Technology-based Instruction on Reading Comprehension of EFL Students. EFL Journal, 1(3), 189–202. doi:https://doi.org/10.21462/eflj.v1i3.18
Aoun, J. E. (2016, December 4). Hybrid Jobs Call for Hybrid Education. Harvard Business Review, [online]. Retrieved from https://bit.ly/2Szn63D.
Bahri, N. M., Suryawati, E., & Osman, K. (2014). Students’ biotechnology literacy: The pillars of STEM education in Malaysia. Eurasia Journal of Mathematics, Science & Technology Education, 10(3), 195–207. doi:https://doi.org/10.12973/eurasia.2014.1074a
Barnett-Page, E., & Thomas, J. (2009). Methods for the synthesis of qualitative research: A critical review. BMC Medical Research Methodology, 9(1). doi:https://doi.org/10.1186/1471-2288-9-59
Bates, A. W. (Tony). (2015). Teaching in a Digital Age. Glokalde, 1(3), 1–594.
Bell, S. (2010). Project-Based Learning for the 21st Century: Skills for the Future. The Clearing House: A Journal of Educational Strategies, Issues and Ideas, 83(2), 39–43. doi:https://doi.org/10.1080/00098650903505415
Bevan, B., & Dillon, J. (2010). Broadening views of learning: Developing educators for the 21st Century through an international research partnership at the Exploratorium and King’s College London. The New Educator, 6(3–4), 167–180. doi:https://doi.org/10.1080/1547688X.2010.10399599
Booth, A., Sutton, A., & Papaioannou, D. (2016). Systematic approaches to a successful literature review (second edition). London, UK: SAGE Publications.
Bourgonjon, J., Valcke, M., Soetaert, R., & Schellens, T. (2010). Students’ perceptions about the use of video games in the classroom. Computers & Education, 54(4), 1145–1156. doi:https://doi.org/10.1016/j.compedu.2009.10.022
Carmona, J. J. C., & Ibañez, L. (2011). Pedagogía crítica y Web 2.0: Formación del profesorado para transformar el aula. Revista Electrónica Interuniversitaria de Formación Del Profesorado, 14(2), 81–95.
Choi, K., Lee, H., Shin, N., Kim, S.-W., & Krajcik, J. (2011). Re-conceptualization of scientific literacy in South Korea for the 21st century. Journal of Research in Science Teaching, 48(6), 670–697. doi:https://doi.org/10.1002/tea.20424
de Paula, B. H., Burn, A., Noss, R., & Valente, J. A. (2018). Playing Beowulf: Bridging computational thinking, arts and literature through game-making. International Journal of Child-Computer Interaction, 16, 39–46. doi:https://doi.org/10.1016/j.ijcci.2017.11.003
Dede, C. (2011). Reconceptualizing Technology Integration to Meet the Necessity of Transformation. Journal of Curriculum and Instruction, 5(1), 4–16. doi:https://doi.org/10.3776/joci.2011.v5n1p4-16
Drigas, A., & Karyotaki, M. (2014). Learning Tools and Applications for Cognitive Improvement. International Journal of Engineering Pedagogy (IJEP), 4(3), 71. doi:https://doi.org/10.3991/ijep.v4i3.3665
Feldman, R., & Sanger, J. (2008). The text mining handbook: Advanced approaches in analyzing unstructured data (Reprinted). Cambridge: Cambridge Univ. Press.
Fuller, C., Byerle, G., Kearley, D., & Ramin, L. (2014). Community collaboration for inquiry success. Knowledge Quest, 43(2), 56.
García, O., & Sylvan, C. E. (2011). Pedagogies and Practices in Multilingual Classrooms: Singularities in Pluralities. The Modern Language Journal, 95(3), 385–400. doi:https://doi.org/10.1111/j.1540-4781.2011.01208.x
García-Peñalvo, F. J. (2016). Ecologías de Aprendizaje. Paper presented at the Estancia de investigación en la Universidad Técnica Federico Santa María, Valparaíso, Chile. https://goo.gl/rcS7iB
García-Peñalvo, F. J. (2018). Computational thinking and programming education principles. In F. J. García-Peñalvo (Ed.), TEEM’18 Proceedings of the Sixth International Conference on Technological Ecosystems for Enhancing Multiculturality (Salamanca, Spain, October 24th-26th, 2018) (pp. 14-17). New York, NY, USA: ACM. doi:https://doi.org/10.1145/3284179.3284184
García-Peñalvo, F. J., Fidalgo-Blanco, Á., & Sein-Echaluce, M. L. (2018). An adaptive hybrid MOOC model: Disrupting the MOOC concept in higher education. Telematics and Informatics, 35, 1018-1030. doi:https://doi.org/10.1016/j.tele.2017.09.012
García-Peñalvo, F. J., & Mendes, J. A. (2018). Exploring the computational thinking effects in pre-university education. Computers in Human Behavior, 80, 407-411. doi:https://doi.org/10.1016/j.chb.2017.12.005
García-Peñalvo, F. J., & Seoane-Pardo, A. M. (2015). An updated review of the concept of eLearning. Tenth anniversary. Education in the Knowledge Society, 16(1), 119-144. doi:https://doi.org/10.14201/eks2015161119144
Gelerstein, D., Río, R. del, Nussbaum, M., Chiuminatto, P., & López, X. (2016). Designing and implementing a test for measuring critical thinking in primary school. Thinking Skills and Creativity, 20, 40–49. doi:https://doi.org/10.1016/j.tsc.2016.02.002
Gentleman, R. C., Carey, V. J., Bates, D. M., Bolstad, B., Dettling, M., Dudoit, S., … others. (2004). Bioconductor: Open software development for computational biology and bioinformatics. Genome Biology, 5(10), [online]. doi:https://doi.org/10.1186/gb-2004-5-10-r80
Gilbert, A. D. (2016). The Framework for 21st Century Learning: A first-rate foundation for music education assessment and teacher evaluation. Arts Education Policy Review, 117(1), 13–18. doi:https://doi.org/10.1080/10632913.2014.966285
Giuchici, M. (2011). Killing Two Birds with the Same Stone. Higher Order Skills Embedded in E-teaching Strategies. RATE, 4, 18–23.
Gough, D., Oliver, S., & Thomas, J. (2012). An introduction to systematic reviews. Retrieved from https://goo.gl/oI0dYM
Gros, B., & García-Peñalvo, F. J. (2016). Future trends in the design strategies and technological affordances of e-learning. In M. Spector, B. B. Lockee, & M. D. Childress (Eds.), Learning, Design, and Technology. An International Compendium of Theory, Research, Practice, and Policy (pp. 1-23). Switzerland: Springer International Publishing. doi:https://doi.org/10.1007/978-3-319-17727-4_67-1
Hill, I. (2012). Evolution of education for international mindedness. Journal of Research in International Education, 11(3), 245–261. doi:https://doi.org/10.1177/1475240912461990
Hitchock, C., Meyer, A., Rose, Da., & Jackson, R. (2002). Providing new access to the general curriculum. Teaching Exceptional Children; Reston, 35(2), 8–17. doi:https://doi.org/10.1177/004005990203500201
Hofmann, M., & Chisholm, A. (2015). Text Mining and Visualization Case Studies Using Open-Source Tools. Boca Raton: CRC Press. doi:https://doi.org/10.1201/b19007
Humante-Ramos, P. R., García-Peñalvo, F. J., & Conde-González, M. Á. (2016). PLEs in mobile contexts: New ways to personalize learning. IEEE Revista Iberoamericana de Tecnologías del Aprendizaje (IEEE RITA), 11(4), 220-226. doi:https://doi.og/10.1109/RITA.2016.2619121
Husbye, N. E., & Elsener, A. A. (2013). To Move Forward, We Must Be Mobile: Practical Uses of Mobile Technology in Literacy Education Courses. Journal of Digital Learning in Teacher Education, 30(2), 46–51. doi:https://doi.org/10.1080/21532974.2013.10784726
Isikoglu, N., Basturk, R., & Karaca, F. (2009). Assessing in-service teachers’ instructional beliefs about student-centered education: A Turkish perspective. Teaching and Teacher Education, 25(2), 350–356. doi:https://doi.org/10.1016/j.tate.2008.08.004
Jin, A. (2013). Physical education curriculum reform in China: A perspective from physical education teachers. Physical Education & Sport Pedagogy, 18(1), 15–27. doi:https://doi.org/10.1080/17408989.2011.623231
Kong, S. C., & Song, Y. (2014). The Impact of a Principle-based Pedagogical Design on Inquiry-based Learning in a Seamless Learning Environment in Hong Kong. Educational Technology & Society, 17(2), 127–141.
Kramer, M. (Ed.). (2010). The Stress of Change: Testing the Resilience of Institutions. Chichester, United Kingdom: John Wiley and Sons Ltd.
La Porte, A. M. (2016). Efficacy of the Arts in a Transdisciplinary Learning Experience for Culturally Diverse Fourth Graders. International Electronic Journal of Elementary Education, 8(3), 467.
Lau, W. W. F., & Yuen, A. H. K. (2014). Developing and validating of a perceived ICT literacy scale for junior secondary school students: Pedagogical and educational contributions. Computers & Education, 78, 1–9. doi:https://doi.org/10.1016/j.compedu.2014.04.016
Lockheed, M. E. (2012). The condition of primary education in developing countries. In H. R. Levin & M. E. Lockheed (Eds.), Effective schools in developing countries (pp. 20-40). Oxon, UK: Routledge.
López, A., Méndez, D., Paz, A., & Arboleda, H. (2016). Desarrollo e Instrumentación de un Proceso de Vigilancia Tecnológica basado en Protocolos de Revisión Sistemática de la Literatura. Información Tecnológica, 27(4), 155–164. doi:https://doi.org/10.4067/S0718-07642016000400017
Makarova, O. Yu., Andreeva, M. I., Baratova, O. A., & Zelenkova, A. V. (2018). Supplementary Professional Education as a Socially Relevant Component of Lifelong Learning. In A. Filchenko & Z. Anikina (Eds.), Linguistic and Cultural Studies: Traditions and Innovations (Vol. 677, pp. 21–27). doi:https://doi.org/10.1007/978-3-319-67843-6_3
Malmberg, J., & Maull, K. E. (2013). Supporting Climate Science Research With 21st Century Technologies and a Virtual Student Confer-ence for Upper Elementary to High School Students. Learning Landscapes - Teaching and Learning in the Digital World: Possibilities and Challenges, 6(2), 249–264. doi:https://doi.org/10.36510/learnland.v6i2.615
Marshall, J. C., Smart, J., & Horton, R. M. (2010). The design and validation of equip: An instrument to assess inquiry-based instruction. International Journal of Science and Mathematics Education, 8(2), 299-321. doi:https://doi.org/10.1007/s10763-009-9174-y
Marzano, R. J., & Heflebower, T. (2012). Teaching & Assessing 21St Century Skills. The ClassroomStrategies Series. Bloomington, IN, US: Marzano Research Laboratory.
McDonald, D., & Kelly, U. (2012). The Value and Benefits of Text Mining (Digital Infrastructure) (No. Doc# 811). Retrieved from JISC - Digital Infrastructure website: http://bit.ly/jisc-textm
Meyer, D., Hornik, K., & Feinerer, I. (2008). Text mining infrastructure in R. Journal of Statistical Software, 25(5), 1–54. doi:https://doi.org/10.18637/jss.v025.i05
Partnership for 21st Century Skills. (2008). 21st Century Skills, Education & Competitiveness: A Resource and Policy Guide. Retrieved from https://bit.ly/361Daij
Perkins, D. N. (2014). Future wise: Educating our children for a changing world (First ed). San Francisco, CA: Jossey-Bass, A Wiley Brand.
Ramamuruthy, V., & Rao, S. (2015). Smartphones Promote Autonomous Learning in ESL Classrooms. Malaysian Online Journal of Educational Technology, 3(4), 23–35. Retrieved from https://bit.ly/2ZyaP0M
Savage, J. (2007). Reconstructing music education through ICT. Research in Education, 78(1), 65–77. doi:https://doi.org/10.7227/RIE.78.6
Shapiro, G., & Markoff, J. (1998). Revolutionary demands: A content analysis of the Cahiers de doléances of 1789. Stanford, CA: Stanford University Press.
Sharples, M. (2000). The design of personal mobile technologies for lifelong learning. Computers & Education, 34(3), 177–193. doi: ¡https://doi.org/10.1016/S0360-1315(99)00044-5
Sim, J., & Wright, C. C. (2005). The kappa statistic in reliability studies: Use, interpretation, and sample size requirements. Physical Therapy, 85(3), 257–268. ¡
Slot, M. F. (2013). Scaffolding students’ assignments. Iartem E-Journal, 7(1), 1–15.
Smaldino, S. E. (2011). Preparing Students with 21st Century ICT Literacy in Math and Science Education. Journal of Curriculum and Instruction, 5(1), 1–3. doi:https://doi.org/10.3776/joci.2011.v5n1p1-3
Starkey, L. (2011). Evaluating learning in the 21st century: A digital age learning matrix. Technology, Pedagogy and Education, 20(1), 19–39. doi:https://doi.org/10.1080/1475939X.2011.554021
Sunal, C. S., Christensen, L. M., Shwery, C. S., Lovorn, M., & Sunal, D. W. (2010). Teachers from Five Nations Share Perspectives on Culture and Citizenship. Action in Teacher Education, 32(2), 42–55. doi:https://doi.org/10.1080/01626620.2010.10463549
Teräs, H., & Herrington, J. (2014). Neither the frying pan nor the fire: In search of a balanced authentic e-learning design through an educational design research process. The International Review of Research in Open and Distributed Learning, 15(2), 232–253. doi:https://doi.org/10.19173/irrodl.v15i2.1705
Van Raan, A. F. J. (2004). Sleeping Beauties in science. Scientometrics, 59(3), 467–472. doi:https://doi.org/10.1023/B:SCIE.0000018543.82441.f1
Vanada, D. I. (2014). Practically Creative: The Role of Design Thinking as an Improved Paradigm for 21st Century Art Education. Techne Series-Research in Sloyd Education and Craft Science A, 21(2), 21–33.
Villalba-Condori, K. O., García-Peñalvo, F. J., Lavonen, J., & Zapata-Ros, M. (2018). What kinds of innovations do we need in education? CEUR Workshop Proceedings, 1–7.
Voogt, J. (2010). Teacher factors associated with innovative curriculum goals and pedagogical practices: Differences between extensive and non-extensive ICT-using science teachers: ICT-using science teachers. Journal of Computer Assisted Learning, 26(6), 453–464. doi:https://doi.org/10.1111/j.1365-2729.2010.00373.x
Wenger, E. C. (1998). Communities of Practice: Learning, Meaning, and Identity. New York, NY, USA: Cambridge University Press. doi:https://doi.org/10.1017/CBO9780511803932
Wilson, S., Liber, O., Johnson, M., Beauvoir, P., Sharples, P., & Milligan, C. (2007). Personal Learning Environments: Challenging the dominant design of educational systems Journal of e-Learning and Knowledge Society, 3(3), 27-38.
World Economic Forum. (2016). New Vision for Education: Fostering Social and Emotional Learning through Technology (pp. 1–36). Geneva: World Economic Forum - The Boston Consulting Group. Retrieved from https://bit.ly/3983F7E
Zapata-Ros, M. (2016). El “problema de las dos sigmas”, una bella durmiente de la Educación [Blog]. Retrieved from Redes Abiertas website: https://bit.ly/2MwJmHh
Zhan, Y., Ammar, H. B., & Taylor, M. E. (2017). Scalable lifelong reinforcement learning. Pattern Recognition, 72, 407–418. doi:https://doi.org/10.1016/j.patcog.2017.07.031
Zhang, B., Looi, C.-K., Seow, P., Chia, G., Wong, L.-H., Chen, W., So, H.-J., Soloway, E., Norris, C. (2010). Deconstructing and reconstructing: Transforming primary science learning via a mobilized curriculum. Computers & Education, 55(4), 1504–1523. doi:https://doi.org/10.1016/j.compedu.2010.06.016
Zhao, Y., & Cen, Y. (2014). Data mining applications with R. Amsterdam: Elsevier, AP Academic Press.
Aoun, J. E. (2016, December 4). Hybrid Jobs Call for Hybrid Education. Harvard Business Review, [online]. Retrieved from https://bit.ly/2Szn63D.
Bahri, N. M., Suryawati, E., & Osman, K. (2014). Students’ biotechnology literacy: The pillars of STEM education in Malaysia. Eurasia Journal of Mathematics, Science & Technology Education, 10(3), 195–207. doi:https://doi.org/10.12973/eurasia.2014.1074a
Barnett-Page, E., & Thomas, J. (2009). Methods for the synthesis of qualitative research: A critical review. BMC Medical Research Methodology, 9(1). doi:https://doi.org/10.1186/1471-2288-9-59
Bates, A. W. (Tony). (2015). Teaching in a Digital Age. Glokalde, 1(3), 1–594.
Bell, S. (2010). Project-Based Learning for the 21st Century: Skills for the Future. The Clearing House: A Journal of Educational Strategies, Issues and Ideas, 83(2), 39–43. doi:https://doi.org/10.1080/00098650903505415
Bevan, B., & Dillon, J. (2010). Broadening views of learning: Developing educators for the 21st Century through an international research partnership at the Exploratorium and King’s College London. The New Educator, 6(3–4), 167–180. doi:https://doi.org/10.1080/1547688X.2010.10399599
Booth, A., Sutton, A., & Papaioannou, D. (2016). Systematic approaches to a successful literature review (second edition). London, UK: SAGE Publications.
Bourgonjon, J., Valcke, M., Soetaert, R., & Schellens, T. (2010). Students’ perceptions about the use of video games in the classroom. Computers & Education, 54(4), 1145–1156. doi:https://doi.org/10.1016/j.compedu.2009.10.022
Carmona, J. J. C., & Ibañez, L. (2011). Pedagogía crítica y Web 2.0: Formación del profesorado para transformar el aula. Revista Electrónica Interuniversitaria de Formación Del Profesorado, 14(2), 81–95.
Choi, K., Lee, H., Shin, N., Kim, S.-W., & Krajcik, J. (2011). Re-conceptualization of scientific literacy in South Korea for the 21st century. Journal of Research in Science Teaching, 48(6), 670–697. doi:https://doi.org/10.1002/tea.20424
de Paula, B. H., Burn, A., Noss, R., & Valente, J. A. (2018). Playing Beowulf: Bridging computational thinking, arts and literature through game-making. International Journal of Child-Computer Interaction, 16, 39–46. doi:https://doi.org/10.1016/j.ijcci.2017.11.003
Dede, C. (2011). Reconceptualizing Technology Integration to Meet the Necessity of Transformation. Journal of Curriculum and Instruction, 5(1), 4–16. doi:https://doi.org/10.3776/joci.2011.v5n1p4-16
Drigas, A., & Karyotaki, M. (2014). Learning Tools and Applications for Cognitive Improvement. International Journal of Engineering Pedagogy (IJEP), 4(3), 71. doi:https://doi.org/10.3991/ijep.v4i3.3665
Feldman, R., & Sanger, J. (2008). The text mining handbook: Advanced approaches in analyzing unstructured data (Reprinted). Cambridge: Cambridge Univ. Press.
Fuller, C., Byerle, G., Kearley, D., & Ramin, L. (2014). Community collaboration for inquiry success. Knowledge Quest, 43(2), 56.
García, O., & Sylvan, C. E. (2011). Pedagogies and Practices in Multilingual Classrooms: Singularities in Pluralities. The Modern Language Journal, 95(3), 385–400. doi:https://doi.org/10.1111/j.1540-4781.2011.01208.x
García-Peñalvo, F. J. (2016). Ecologías de Aprendizaje. Paper presented at the Estancia de investigación en la Universidad Técnica Federico Santa María, Valparaíso, Chile. https://goo.gl/rcS7iB
García-Peñalvo, F. J. (2018). Computational thinking and programming education principles. In F. J. García-Peñalvo (Ed.), TEEM’18 Proceedings of the Sixth International Conference on Technological Ecosystems for Enhancing Multiculturality (Salamanca, Spain, October 24th-26th, 2018) (pp. 14-17). New York, NY, USA: ACM. doi:https://doi.org/10.1145/3284179.3284184
García-Peñalvo, F. J., Fidalgo-Blanco, Á., & Sein-Echaluce, M. L. (2018). An adaptive hybrid MOOC model: Disrupting the MOOC concept in higher education. Telematics and Informatics, 35, 1018-1030. doi:https://doi.org/10.1016/j.tele.2017.09.012
García-Peñalvo, F. J., & Mendes, J. A. (2018). Exploring the computational thinking effects in pre-university education. Computers in Human Behavior, 80, 407-411. doi:https://doi.org/10.1016/j.chb.2017.12.005
García-Peñalvo, F. J., & Seoane-Pardo, A. M. (2015). An updated review of the concept of eLearning. Tenth anniversary. Education in the Knowledge Society, 16(1), 119-144. doi:https://doi.org/10.14201/eks2015161119144
Gelerstein, D., Río, R. del, Nussbaum, M., Chiuminatto, P., & López, X. (2016). Designing and implementing a test for measuring critical thinking in primary school. Thinking Skills and Creativity, 20, 40–49. doi:https://doi.org/10.1016/j.tsc.2016.02.002
Gentleman, R. C., Carey, V. J., Bates, D. M., Bolstad, B., Dettling, M., Dudoit, S., … others. (2004). Bioconductor: Open software development for computational biology and bioinformatics. Genome Biology, 5(10), [online]. doi:https://doi.org/10.1186/gb-2004-5-10-r80
Gilbert, A. D. (2016). The Framework for 21st Century Learning: A first-rate foundation for music education assessment and teacher evaluation. Arts Education Policy Review, 117(1), 13–18. doi:https://doi.org/10.1080/10632913.2014.966285
Giuchici, M. (2011). Killing Two Birds with the Same Stone. Higher Order Skills Embedded in E-teaching Strategies. RATE, 4, 18–23.
Gough, D., Oliver, S., & Thomas, J. (2012). An introduction to systematic reviews. Retrieved from https://goo.gl/oI0dYM
Gros, B., & García-Peñalvo, F. J. (2016). Future trends in the design strategies and technological affordances of e-learning. In M. Spector, B. B. Lockee, & M. D. Childress (Eds.), Learning, Design, and Technology. An International Compendium of Theory, Research, Practice, and Policy (pp. 1-23). Switzerland: Springer International Publishing. doi:https://doi.org/10.1007/978-3-319-17727-4_67-1
Hill, I. (2012). Evolution of education for international mindedness. Journal of Research in International Education, 11(3), 245–261. doi:https://doi.org/10.1177/1475240912461990
Hitchock, C., Meyer, A., Rose, Da., & Jackson, R. (2002). Providing new access to the general curriculum. Teaching Exceptional Children; Reston, 35(2), 8–17. doi:https://doi.org/10.1177/004005990203500201
Hofmann, M., & Chisholm, A. (2015). Text Mining and Visualization Case Studies Using Open-Source Tools. Boca Raton: CRC Press. doi:https://doi.org/10.1201/b19007
Humante-Ramos, P. R., García-Peñalvo, F. J., & Conde-González, M. Á. (2016). PLEs in mobile contexts: New ways to personalize learning. IEEE Revista Iberoamericana de Tecnologías del Aprendizaje (IEEE RITA), 11(4), 220-226. doi:https://doi.og/10.1109/RITA.2016.2619121
Husbye, N. E., & Elsener, A. A. (2013). To Move Forward, We Must Be Mobile: Practical Uses of Mobile Technology in Literacy Education Courses. Journal of Digital Learning in Teacher Education, 30(2), 46–51. doi:https://doi.org/10.1080/21532974.2013.10784726
Isikoglu, N., Basturk, R., & Karaca, F. (2009). Assessing in-service teachers’ instructional beliefs about student-centered education: A Turkish perspective. Teaching and Teacher Education, 25(2), 350–356. doi:https://doi.org/10.1016/j.tate.2008.08.004
Jin, A. (2013). Physical education curriculum reform in China: A perspective from physical education teachers. Physical Education & Sport Pedagogy, 18(1), 15–27. doi:https://doi.org/10.1080/17408989.2011.623231
Kong, S. C., & Song, Y. (2014). The Impact of a Principle-based Pedagogical Design on Inquiry-based Learning in a Seamless Learning Environment in Hong Kong. Educational Technology & Society, 17(2), 127–141.
Kramer, M. (Ed.). (2010). The Stress of Change: Testing the Resilience of Institutions. Chichester, United Kingdom: John Wiley and Sons Ltd.
La Porte, A. M. (2016). Efficacy of the Arts in a Transdisciplinary Learning Experience for Culturally Diverse Fourth Graders. International Electronic Journal of Elementary Education, 8(3), 467.
Lau, W. W. F., & Yuen, A. H. K. (2014). Developing and validating of a perceived ICT literacy scale for junior secondary school students: Pedagogical and educational contributions. Computers & Education, 78, 1–9. doi:https://doi.org/10.1016/j.compedu.2014.04.016
Lockheed, M. E. (2012). The condition of primary education in developing countries. In H. R. Levin & M. E. Lockheed (Eds.), Effective schools in developing countries (pp. 20-40). Oxon, UK: Routledge.
López, A., Méndez, D., Paz, A., & Arboleda, H. (2016). Desarrollo e Instrumentación de un Proceso de Vigilancia Tecnológica basado en Protocolos de Revisión Sistemática de la Literatura. Información Tecnológica, 27(4), 155–164. doi:https://doi.org/10.4067/S0718-07642016000400017
Makarova, O. Yu., Andreeva, M. I., Baratova, O. A., & Zelenkova, A. V. (2018). Supplementary Professional Education as a Socially Relevant Component of Lifelong Learning. In A. Filchenko & Z. Anikina (Eds.), Linguistic and Cultural Studies: Traditions and Innovations (Vol. 677, pp. 21–27). doi:https://doi.org/10.1007/978-3-319-67843-6_3
Malmberg, J., & Maull, K. E. (2013). Supporting Climate Science Research With 21st Century Technologies and a Virtual Student Confer-ence for Upper Elementary to High School Students. Learning Landscapes - Teaching and Learning in the Digital World: Possibilities and Challenges, 6(2), 249–264. doi:https://doi.org/10.36510/learnland.v6i2.615
Marshall, J. C., Smart, J., & Horton, R. M. (2010). The design and validation of equip: An instrument to assess inquiry-based instruction. International Journal of Science and Mathematics Education, 8(2), 299-321. doi:https://doi.org/10.1007/s10763-009-9174-y
Marzano, R. J., & Heflebower, T. (2012). Teaching & Assessing 21St Century Skills. The ClassroomStrategies Series. Bloomington, IN, US: Marzano Research Laboratory.
McDonald, D., & Kelly, U. (2012). The Value and Benefits of Text Mining (Digital Infrastructure) (No. Doc# 811). Retrieved from JISC - Digital Infrastructure website: http://bit.ly/jisc-textm
Meyer, D., Hornik, K., & Feinerer, I. (2008). Text mining infrastructure in R. Journal of Statistical Software, 25(5), 1–54. doi:https://doi.org/10.18637/jss.v025.i05
Partnership for 21st Century Skills. (2008). 21st Century Skills, Education & Competitiveness: A Resource and Policy Guide. Retrieved from https://bit.ly/361Daij
Perkins, D. N. (2014). Future wise: Educating our children for a changing world (First ed). San Francisco, CA: Jossey-Bass, A Wiley Brand.
Ramamuruthy, V., & Rao, S. (2015). Smartphones Promote Autonomous Learning in ESL Classrooms. Malaysian Online Journal of Educational Technology, 3(4), 23–35. Retrieved from https://bit.ly/2ZyaP0M
Savage, J. (2007). Reconstructing music education through ICT. Research in Education, 78(1), 65–77. doi:https://doi.org/10.7227/RIE.78.6
Shapiro, G., & Markoff, J. (1998). Revolutionary demands: A content analysis of the Cahiers de doléances of 1789. Stanford, CA: Stanford University Press.
Sharples, M. (2000). The design of personal mobile technologies for lifelong learning. Computers & Education, 34(3), 177–193. doi: ¡https://doi.org/10.1016/S0360-1315(99)00044-5
Sim, J., & Wright, C. C. (2005). The kappa statistic in reliability studies: Use, interpretation, and sample size requirements. Physical Therapy, 85(3), 257–268. ¡
Slot, M. F. (2013). Scaffolding students’ assignments. Iartem E-Journal, 7(1), 1–15.
Smaldino, S. E. (2011). Preparing Students with 21st Century ICT Literacy in Math and Science Education. Journal of Curriculum and Instruction, 5(1), 1–3. doi:https://doi.org/10.3776/joci.2011.v5n1p1-3
Starkey, L. (2011). Evaluating learning in the 21st century: A digital age learning matrix. Technology, Pedagogy and Education, 20(1), 19–39. doi:https://doi.org/10.1080/1475939X.2011.554021
Sunal, C. S., Christensen, L. M., Shwery, C. S., Lovorn, M., & Sunal, D. W. (2010). Teachers from Five Nations Share Perspectives on Culture and Citizenship. Action in Teacher Education, 32(2), 42–55. doi:https://doi.org/10.1080/01626620.2010.10463549
Teräs, H., & Herrington, J. (2014). Neither the frying pan nor the fire: In search of a balanced authentic e-learning design through an educational design research process. The International Review of Research in Open and Distributed Learning, 15(2), 232–253. doi:https://doi.org/10.19173/irrodl.v15i2.1705
Van Raan, A. F. J. (2004). Sleeping Beauties in science. Scientometrics, 59(3), 467–472. doi:https://doi.org/10.1023/B:SCIE.0000018543.82441.f1
Vanada, D. I. (2014). Practically Creative: The Role of Design Thinking as an Improved Paradigm for 21st Century Art Education. Techne Series-Research in Sloyd Education and Craft Science A, 21(2), 21–33.
Villalba-Condori, K. O., García-Peñalvo, F. J., Lavonen, J., & Zapata-Ros, M. (2018). What kinds of innovations do we need in education? CEUR Workshop Proceedings, 1–7.
Voogt, J. (2010). Teacher factors associated with innovative curriculum goals and pedagogical practices: Differences between extensive and non-extensive ICT-using science teachers: ICT-using science teachers. Journal of Computer Assisted Learning, 26(6), 453–464. doi:https://doi.org/10.1111/j.1365-2729.2010.00373.x
Wenger, E. C. (1998). Communities of Practice: Learning, Meaning, and Identity. New York, NY, USA: Cambridge University Press. doi:https://doi.org/10.1017/CBO9780511803932
Wilson, S., Liber, O., Johnson, M., Beauvoir, P., Sharples, P., & Milligan, C. (2007). Personal Learning Environments: Challenging the dominant design of educational systems Journal of e-Learning and Knowledge Society, 3(3), 27-38.
World Economic Forum. (2016). New Vision for Education: Fostering Social and Emotional Learning through Technology (pp. 1–36). Geneva: World Economic Forum - The Boston Consulting Group. Retrieved from https://bit.ly/3983F7E
Zapata-Ros, M. (2016). El “problema de las dos sigmas”, una bella durmiente de la Educación [Blog]. Retrieved from Redes Abiertas website: https://bit.ly/2MwJmHh
Zhan, Y., Ammar, H. B., & Taylor, M. E. (2017). Scalable lifelong reinforcement learning. Pattern Recognition, 72, 407–418. doi:https://doi.org/10.1016/j.patcog.2017.07.031
Zhang, B., Looi, C.-K., Seow, P., Chia, G., Wong, L.-H., Chen, W., So, H.-J., Soloway, E., Norris, C. (2010). Deconstructing and reconstructing: Transforming primary science learning via a mobilized curriculum. Computers & Education, 55(4), 1504–1523. doi:https://doi.org/10.1016/j.compedu.2010.06.016
Zhao, Y., & Cen, Y. (2014). Data mining applications with R. Amsterdam: Elsevier, AP Academic Press.
Chiappe, A., Ternent De Samper, A. M., Wills, A. E., & Restrepo Uribe, I. (2020). La educación del siglo XXI y el despertar de las bellas durmientes: una revisión sistemática de la literatura. Education in the Knowledge Society (EKS), 21, 15. https://doi.org/10.14201/eks.22483
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