Personal Learning Environments (PLE) in the Academic Achievement of University Students
Abstract
The main purpose of this research is to analyze the elements that compose the PLE of pre-service teachers and to determine whether the composition of these environments is related to academic achievement in a course on Information and Communication Technologies in Education. The hypothesis is that a PLE with more components is related to a higher level of performance (higher grade in the course) and thus acts as a predictor of student achievement. A descriptive study is carried out. We analyze the PLE(tools, applications, services, and websites) of 245 university students who are pre-service teachers. The main outcomes and results are: the variability of components is very high, although there is a tendency toward concentration on seven elements and being different according specializations; also the students with a higher number of components in their PLE obtain higher grades. Finally, we draw implications for further research and for improving teachers’ practices.References
Adell, J., & Castañeda, L. (2010). Los entornos personales de aprendizaje (PLEs): Una nueva manera de entender el aprendizaje. In R. Roig & M. Fiorucci(Eds.). Strumenti di ricerca per l’innovaziones e la qualità in ámbito educativo. La tecnologiedell’informazione e dellacomunicaziones e l’interculturalitànellascuola. Alcoy: Marfil – Universitadeglistudi Roma TRE.
Adell, J., & Castañeda, L. (2013). La anatomía de los PLE. In L. Castañeda& J. Adell (Eds.).Entornos personales de aprendizaje: Claves para el ecosistema educativo en red (11-27). Alcoy: Marfil.
Attwell, G. (2007). Personal learning environments: The future of elearning?Elearning Papers, 2(1), 1-7.
Attwell, G. &Deitmer, L. (2012).Developing Work-based Personal Learning Environments in Small and Medium Enterprises. PLE Conference 2012.Retrieved from http://revistas.ua.pt/index.php/ple/issue/current
Camacho, M.,&Guilana, S. (2011). From personal to social: Learning environments that work. Digital EducationReview, 20, 24-36.
Chatti, M.A., Agustiawan, M. R., Jarke, M., &Specht, M. (2010).Toward a personal learning environment framework. International Journal of Virtual and Personal Learning Environments, 1(4), 66-85.doi:10.4018/jvple.2010100105
Chatti, M. A., Jarke, M., Specht, M., Schroeder, U., & Dahl, D. (2011).Model-driven mashup personal learning environments. International Journal of Technology Enhanced Learning, 3(1), 21-39. doi:10.1504/IJTEL.2011.039062
Cheung, R., & Vogel, D. (2013).Predicting user acceptance of collaborative technologies: An extension of the technology acceptance model for e-learning.Computers and Education, 63, 160-175.doi:10.1016/j.compedu.2012.12.003
Dabbagh, N., &Kitsantas, A. (2012). Personal learning environments, social media, and self-regulated learning: A natural formula for connecting formal and informal learning. Internet and Higher Education, 15(1), 3-8. doi:10.1016/j.iheduc.2011.06.002
Dyment, J., Downing, J., & Budd, Y. (2013). Framing Teacher Educator Engagement in an Online Environment. Australian Journal of Teacher Education, 38(1). http://dx.doi.org/10.14221/ajte.2013v38n1.6
Ellett, C. D., Loup, K. S., Culross, R. R., McMullen, J. H., &Rugutt, J. K. (1997). Assessing enhancement of learning, personal learning environment, and student efficacy: Alternatives to traditional faculty evaluation in higher education.Journal of PersonnelEvaluation in Education, 11(2), 167-192.
Fiedler, S. H. D., &Väljataga, T. (2011). Personal learning environments: Concept or technology? International Journal of Virtual and Personal Learning Environments, 2(4), 1-11. doi:10.4018/jvple.2011100101
Filippi, L., &Spalanzani, A. (2012).Using technology in an e-learning training course: The role of the student’s personal environment. International Journal of Business Information Systems, 11(1), 41-68. doi:10.1504/IJBIS.2012.048341
Gallego, M.J. &Gámiz, V. (2012). Steps to reflect on the personal learning environment: Improving the learning process. PLE Conference 2012.Retrieved from http://revistas.ua.pt/index.php/ple/issue/current
García-Martín, J., & García-Sánchez, J.N.(2013). Patterns of Web 2.0 tool use among young Spanish people.Computers and Education, 67, 105-120. doi:10.1016/j.compedu.2013.03.003
Gil, M. (2012). Desarrollo de entornos personales de aprendizaje (PLEs) para la mejora de la competencia digital: Estudio de caso en una escuela media italiana. Unpublished doctoral dissertation: University of Burgos, Spain. Retrieved from http://dspace.ubu.es:8080/tesis/handle/10259/189
Johnson, M., & Liber, O. (2008). The personal learning environment and the human condition: From theory to teaching practice.InteractiveLearningEnvironments, 16(1), 3-15.doi:10.1080/10494820701772652
Johnson, M. W., & Sherlock, D. (2012). Beyond the personal learning environment: Attachment and control in the classroom of the future. Interactive Learning Environments, 1-19. doi:10.1080/10494820.2012.745434
Kim, H., & Hannafin, M. J. (2011). Developing situated knowledge about teaching with technology via web-enhanced case-based activity.Computers and Education, 57(1), 1378-1388. doi:10.1016/j.compedu.2011.01.008
Matthews, K.E., Andrews, V., & Adams, P. (2011). Social learning spaces and student engagement. Higher Education Research & Development, 30:2, 105-120. DOI:10.1080/07294360.2010.512629
McGuckin, T., & Sealey, R. (2013). Integrating Facebook into a University cohort to enhance student sense of belonging: a pilot program in Sport and Exercise Science.. Australian Educational Computing, 28(1). Retrieved from http://journal.acce.edu.au/index.php/AEC/article/view/13
McKenzie, K., & Schweitzer, R. (2001). Who Succeeds at University? Factors predicting academic performance in first year Australian university students. Higher Education Research & Development, 20:1, 21-33. DOI: 10.1080/07924360120043621
Moccozet, L. (2012). Introducing learning performance in personal learning environments. Paper presented at the Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, ICALT 2012, 702-703. doi:10.1109/ICALT.2012.75
Panckhurst, R., & Marsh, D. (2011).Using social networks for pedagogical practice in French higher education: Educator and learner perspectives.Revista de Universidad y Sociedad del Conocimiento, 8(1), 253-271.
So, H-.J., Choi, H., Lim, W. Y., & Xiong, Y. (2012). Little experience with ICT: Are they really the net generation student-teachers?Computers and Education, 59(4), 1234-1245.doi:10.1016/j.compedu.2012.05.008
Tomberg, V., Laanpere, M., Lamas, D., Pata, K., & Gašević, D. (2012). Enhancing learning analytics in distributed personal learning environments. Paper presented at the Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, ICALT 2012, 286-287. doi:10.1109/ICALT.2012.90
Torres, R., Edirisingha, P., &Mobbs, R. (2008).Building Web 2.0-based personal learning environments: A conceptual framework.In EDEN conference. Retrieved from https://lra.le.ac.uk/handle/2381/4398
Tur, G. &Urbina, S. (2012). PLE-based ePortfolios: Towards empowering student teachers’ PLEs through ePortfolio processes. PLE Conference 2012.Retrieved from http://revistas.ua.pt/index.php/ple/issue/current
Väljataga, T., &Laanpere, M. (2010). Learner control and personal learning environment: A challenge for instructional design. Interactive Learning Environments, 18(3), 277-291.doi:10.1080/10494820.2010.500546
Väljataga, T., Pata, K. &Tammets, K. (2010).Considering students' perspective on personal and distributed learning environments.In M. Lee& C. McLoughlin (Eds.).Web 2.0-based e-learning: Applying social informatics for tertiary teaching (85-107). Hershey, PA: IGI Global.doi:10.4018/978-1-60566-294-7.ch005
Valtonen, T., Hacklin, S., Dillon, P., Vesisenaho, M., Kukkonen, J., &Hietanen, A. (2012). Perspectives on personal learning environments held by vocational students. Computers and Education, 58(2), 732-739.doi:10.1016/j.compedu.2011.09.025
Van Harmelen, M. (2006).Personal Learning Environments.In Proceedings of the Sixth International Conference on Advanced Learning Technologies (ICALT’06).doi:10.1109/ICALT.2006.1652565
White, S., Davis, H., Morris, D., & Hancock, P. (2010).Making it rich and personal: Meeting institutional challenges from next generation learning environments.PLE Conference 2010.Retrieved from http://pleconference.citilab.eu
Wild, F., Mödritscher, F. &Sigurdarson, S. (2008).Designing for change: Mash-up personal learning environments.eLearning Papers, 9, 1-15.
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