University students’ self-regulated learning using digital technologies

  1. Carmen Yot-Domínguez
  2. Carlos Marcelo 1
  1. 1 Universidad de Sevilla
    info

    Universidad de Sevilla

    Sevilla, España

    ROR https://ror.org/03yxnpp24

Journal:
International Journal of Educational Technology in Higher Education

ISSN: 2365-9440

Year of publication: 2017

Issue: 14

Type: Article

DOI: 10.1186/S41239-017-0076-8 DIALNET GOOGLE SCHOLAR lock_openOpen access editor

More publications in: International Journal of Educational Technology in Higher Education

Sustainable development goals

Abstract

Analysing the process by which students—whether at university or not—manage and facilitate their own learning has been a recurrent educational research problem. Recently, the question arises about how the development of strategies taking place during the aforementioned process could be made easier by using technologies. In an effort to know whether university students really use digital technologies to plan, organize and facilitate their own learning, we have proposed three research questions. Which technologies do university students use to self-regulate their learning? What self-regulated learning strategies do they develop using technologies? What profiles could be identified among students based on their use of self-regulation strategies with technology? To answer these questions, the “Survey of Self-regulated Learning with Technology at the University” was designed. Information from a sample group with 711 students from various universities located in the region of Andalusia (Spain) was collected with this survey. The results indicate that university students, even when they are frequent users of digital technology, they tend not to use these technologies to regulate their own learning process. Of all technologies analysed, Internet information search and instant communication tools are used continually. In turn, the most generalised self-regulation learning strategies are those relative to social support. Nevertheless, students differ from each other regarding their use and frequency. There are groups of students who make use of self-regulation strategies when learning with technologies. In this regard, two distinctive groups of students have been identified, who show differentiated selfregulated levels.

Bibliographic References

  • Marcelo, C., Yot, C., & Mayor, C. (2015). University Teaching with Digital Technologies. Comunicar, 23(45), 117-124. doi: 10.3916/C45-2015-12.
  • Baggetun, R., & Wasson, B. (2006). Self-regulated learning and open writing. European Journal of Education, 41(3/4), 453–472. doi:10.1111/j.1465-3435.2006.00276.x.
  • Barnard Brak, L., Lan, W. Y., & Paton, V. O. (2010). Profiles in self-regulated learning in the online learning environment. International Review of Research in Open and Distance Learning, 11(1), 61–80.
  • Beishuizen, J. (2008). Does a community of learners foster self-regulated learning? Technology, Pedagogy and Education, 17(3), 183–193. doi:10.1080/14759390802383769.
  • Beishuizen, J., & Steffens, K. (2011). A conceptual framework for research on self-regulated learning. In R. Carneiro, P. Lefrere, K. Steffens, & J. Underwood (Eds.), Self-regulated learning in technology enhanced learning environments, (pp. 3–19). The Netherlands: Sense Publishers.
  • Bennett, S. J., Maton, K. A., & Kervin, L. K. (2008). The “digital natives” debate: A critical review of the evidence. British Journal of Educational Technology, 39(5), 775–786. doi:10.1111/j.1467-8535.2007.00793.x.
  • Bernacki, M. L., Aguilar, A. C., & Byrnes, J. P. (2011). Self-regulated learning and technology- enhanced learning environments: An opportunity-propensity analysis. In G. Dettori, & D. Persico (Eds.), Fostering self-regulated learning through ICT, (pp. 1–26). Hersey, PA: IGI Global Publishers.
  • Boekaerts, M., & Cascallar, E. (2006). How far have we moved toward the integration of theory and practice in self- regulation? Educational Psychology Review, 18(3), 199–210. doi:10.1007/s10648-006-9013-4.
  • Cazan, A. M. (2013). Teaching self-regulated learning strategies for psychology students. Procedia. Social and Behavioral Sciences, 78, 743–747. doi:10.1016/j.sbspro.2013.04.387.
  • Cerezo, R., Núñez, J. C., Rosário, P., Valle, A., Rodríguez, S., & Bernardo, A. B. (2010). New media for the promotion of self- regulated learning in higher education. Psicothema, 22(2), 306–315.
  • Chaves, E., Trujillo, J. M., & López, J. A. (2016). Acciones para la autorregulación del aprendizaje en entornos personales. Píxel-Bit. Revista de Medios y Educación, (48), 67–82. doi:10.12795/pixelbit.2016.i48.05.
  • Corrin, L., Bennett, S., & Lockyer, L. (2010). Digital natives: Everyday life versus academic study. In Paper presented at the 7th International Conference on Networked Learning. Aalborg: Denmark.
  • Dabbagh, N., & Kitsantas, A. (2005). Using web-based pedagogical tools as scaffolds for self-regulated learning. Instructional Science, 33(5), 513–540. doi:10.1007/s11251-005-1278-3.
  • 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.
  • Dabbagh, N., & Kitsantas, A. (2013). Using learning management systems as Metacognitive tools to support self- regulation in higher education contexts. In R. Azevedo, & V. Aleven (Eds.), International handbook of Metacognition and learning technologies, (pp. 197–211). New York: Springer.
  • Dahlstrom, E., Walker, J. D., & Dziuban, C. (2013). ECAR study of undergraduate students and information technology. Louisville, CO: EDUCAUSE Center for Analysis and Research.
  • Deepwell, F., & Malik, S. (2008). On campus, but out of class: An investigation into students’ experiences of learning technologies in their self-directed study. ALT-J, Research in Learning Technology, 16(1), 5–14. doi:10.3402/rlt.v16i1.10881.
  • Denton, D. W. (2012). Enhancing instruction through constructivism, cooperative learning, and cloud computing. TechTrends, 56(4), 34–41. doi:10.1007/s11528-012-0585-1.
  • Dilek-Kayaoglu, H. (2014). Information-seeking behavior of undergraduate, graduate, and doctoral students: A survey of Istanbul University, Turkey. In J. N. Gathegi, Y. Tonta, S. Kurbanoğlu, U. Al, & Z. Taşkın (Eds.), Challenges of information management beyond the cloud, (pp. 123–136). Berlin: Springer.
  • Ebner, M., Lienhardt, C., Rohs, M., & Meyer, I. (2010). Microblogs in higher education. A chance to facilitate informal and process-oriented learning? Computers & Education, 55(1), 92–100. doi:10.1016/j.compedu.2009.12.006.
  • Feiman, S., & Buchmann, M. (1983). Pitfall of experience in teacher preparation. Michigan: Institute for Research on Teaching Retrieved from http://files.eric.ed.gov/fulltext/ED237504.pdf.
  • Gallardo, E., Marqués, L., & Bullen, M. (2015). Students in higher education: Social and academic uses of digital technology. RUSC. Universities and Knowledge Society Journal, 12(1), 25–37. doi:10.7238/rusc.v12i1.2078.
  • Gao, F., Luo, T., & Zhang, K. (2012). Tweeting for learning: A critical analysis of research on microblogging in education published in 2008–2011. British Journal of Educational Technology, 43(5), 783–801. doi:10.1111/j.1467-8535.2012.01357.x.
  • Gorissen, P., van Bruggen, J., & Jochems, W. (2012). Students and recorded lectures: Survey on current use and demands for higher education. Research in Learning Technology, 20, 297–311. doi:10.3402/rlt.v20i0.17299.
  • Gosper, M., Malfroy, J., & McKenzie, J. (2013). Students' experiences and expectations of technologies: An Australian study designed to inform planning and development decisions. Australasian Journal of Educational Technology, 29(2), 268–283. doi:10.1234/ajet.v29i2.127.
  • He, D., Wu, D., Yue, Z., Fu, A., & Vo, K. T. (2012). Undergraduate students’ interaction with online information resources in their academic tasks. A comparative study. ASLIB Proceedings, 64(6), 615–640. doi:10.1108/00012531211281715.
  • Heilesen, S. B. (2010). What is the academic efficacy of podcasting? Computers & Education, 55(3), 1063–1068. doi:10. 1016/j.compedu.2010.05.002.
  • Hew, K. F. (2009). Use of audio podcast in K-12 and higher education: A review of research topics and methodologies. Educational Technology Research and Development, 57(3), 333–357. doi:10.1007/s11423-008-9108-3.
  • Ibabe, I., & Jauregizar, J. (2010). Online self-assessment with feedback and metacognitive knowledge. Higher Education, 59(2), 243–258. doi:10.1007/s10734-009-9245-6.
  • Imler, B., & Hall, R. A. (2009). Full-text articles: Faculty perceptions, student use, and citation abuse. Reference Services Review, 37(1), 65–72. doi:10.1108/00907320910935002.
  • Jones, C., Ramanau, R., Cross, S., & Healing, G. (2010). Net generation or digital natives: Is there a distinct new generation entering university? Computers & Education, 54(3), 722–732. doi:10.1016/j.compedu.2009.09.022.
  • Kennedy, G. E., Judd, T. S., Churchward, A., Gray, K., & Krause, K. L. (2008). First year students’ experiences with technology: Are they really digital natives? Australasian Journal of Educational Technology, 24(1), 108–122. doi: 10.14742/ajet.v24i1.1233.
  • Kingsbury, M. (2015). Encouraging independent learning. In H. Fry, S. Ketteridge, & S. Marshal (Eds.), A handbook for teaching and learning in higher education: Enhancing academic practice, (pp. 169–179). New York: Routledge.
  • Kitsantas, A. (2013). Fostering college students' self- regulated learning with learning technologies. Hellenic Journal of Psychology, 10, 235–252.
  • Kitsantas, A., & Dabbagh, N. (2011). The role of web 2.0 technologies in self-regulated learning. New Directions for Teaching and Learning, (126), 99–106. doi:10.1002/tl.448.
  • Lai, C., & Gu, M. (2011). Self-regulated out-of-class language learning with technology. Computer Assisted Language Learning, 24(4), 317–335. doi:10.1080/09588221.2011.568417.
  • Lai, C., Wang, Q., & Lei, J. (2012). What factors predict undergraduate students’ use of technology for learning? A case from Hong Kong. Computers & Education, 59(2), 569–579. doi:10.1016/j.compedu.2012.03.006.
  • Lim, S. (2009). How and why do College students use Wikipedia? Journal of the American Society for Information Science and Technology, 60(11), 2189–2202. doi:10.1002/asi.21142.
  • Littlejohn, A., Margaryan, A., & Vojt, G. (2010). Exploring students’ use of ICT and expectations of learning methods. Electronic Journal of e-Learning, 8(1), 13–20.
  • Lorenzo Romero, C., Alarcón del Amo, M. C., & Gómez Borja, M. A. (2014). Learning styles and web technology use in business and economics university students. Procedia. Social and Behavioral Sciences, 141, 1281–1290. doi:10.1016/j. sbspro.2014.05.221.
  • Margaryan, A., Littlejohn, A., & Vojt, G. (2011). Are digital natives a myth or reality? University students’ use of digital technologies. Computers & Education, 56(2), 429–440. doi:10.1016/j.compedu.2010.09.004.
  • McKinney, D., Dyck, J. L., & Luber, E. S. (2009). iTunes university and the classroom: Can podcasts replace professors? Computers & Education, 52(3), 617–623. doi:10.1016/j.compedu.2008.11.004.
  • McLoughlin, C., & Lee, M. J. W. (2010). Personalised and self-regulated learning in the web 2.0 era: International exemplars of innovative pedagogy using social software. Australasian Journal of Educational Technology, 26(1), 28–43.
  • Mirriahi, N., & Alonzo, D. (2015). Shedding light on students’ technology preferences: Implications for academic development. Journal of University Teaching & Learning Practice, 12(1), 1–14.
  • Ning, H. K., & Downing, K. (2015). A latent profile analysis of university students’ self-regulated learning strategies. Studies in Higher Education, 40(7), 1328–1346. doi:10.1080/03075079.2014.880832.
  • Nosko, A., & Wood, E. (2011). Learning in the digital age with SNSs: Creating a profile. In B. White, I. King, & P. Tsang (Eds.), Social media tools and platforms in learning environments, (pp. 399–418). Berlin: Springer-Verlag.
  • Núñez, J. C., Cerezo, R., Bernardo, A., Rosário, P., Valle, A., Fernández, E., & Suárez, N. (2011). Implementation of training programs in self-regulated learning strategies in Moodle format: Results of a experience in higher education. Psicothema, 23(2), 274–281.
  • Panadero, E., & Alonso Tapia, J. (2014). How do students self-regulate? Review of Zimmerman’s cyclical model of self- regulated learning. Anales de Psicología, 30(2), 450–462. doi:10.6018/analesps.30.2.167221.
  • Paris, S. G., & Paris, A. H. (2001). Classroom applications of research on self-regulated learning. Educational Psychologist, 36(2), 89–101. doi:10.1207/S15326985EP3602_4.
  • Parson, V., Reddy, P., Wood, J., & Senior, C. (2009). Educating an iPod generation: Undergraduate attitudes, experiences and understanding of vodcast and podcast use. Learning, Media and Technology, 34(3), 215–228. doi:10.1080/17439880903141497.
  • Pintrich, P. R. (1999a). Taking control of research on volitional control: Challenges for future theory and research. Learning and Individual Differences, 11(3), 335–354. doi:10.1016/S1041-6080(99)80007-7.
  • Pintrich, P. R. (1999b). The role of motivation in promoting and sustaining self-regulated learning. International Journal of Educational Research, 31(6), 459–470. doi:10.1016/S0883-0355(99)00015-4.
  • Pintrich, P. R. (2004). A conceptual framework for assessing motivation and self-regulated learning in college students. Educational Psychology Review, 16(4), 385–407. doi:10.1007/s10648-004-0006-x.
  • Prensky, M. (2001). Digital natives, digital immigrants. On the Horizon, 9(5), 1–6. doi:10.1108/10748120110424816.
  • Schneckenberg, D., Ehlers, U., & Adelsberger, H. (2011). Web 2.0 and competence-oriented design of learning. Potentials and implications for higher education. British Journal of Educational Technology, 42(5), 747–762. doi:10.1111/j.1467-8535.2010.01092.x.
  • Scutter, S., Stupans, I., Sawyer, T., & King, S. (2010). How do students use podcasts to support learning? Australasian Journal of Educational Technology, 26(2), 180–191. doi:10.14742/ajet.v26i2.1089.
  • Swanson, J. A., & Walker, E. (2015). Academic versus non-academic emerging adult college student technology use. Technology, Knowledge and Learning, 20(2), 147–158. doi:10.1007/s10758-015-9258-4.
  • Valentín, A., Mateos, P. M., González Tablas, M. M., Pérez, L., López, E., & García, I. (2013). Motivation and learning strategies in the use of ICTs among university students. Computers & Education, 61, 52–58. doi:10.1016/j.compedu.
  • Valle, A., Núñez, J. C., Cabanach, R. G., González, J. A., Rodríguez, S., Rosário, P., Cerezo, R., & Muñoz, M. A. (2008). Self-regulated profiles and academic achievement. Psicothema, 20(4), 724–731.
  • Vivian, R. (2011). University students’ informal learning practices using Facebook: Help or hindrance? In R. Kwan, C. McNaught, P. Tsang, F. Lee Wang, & K. Cheong Li (Eds.), Enhancing learning through technology. Education unplugged: Mobile technologies and web 2.0, (pp. 254–267). Berlin: Springer.
  • Vrocharidou, A., & Efthymiou, I. (2012). Computer mediated communication for social and academic purposes: Profiles of use and university students’ gratifications. Computers & Education, 58(1), 609–616. doi:10.1016/j. compedu.2011.09.015.
  • Winne, P. H. (1995). Inherent details in self-regulated learning. Educational Psychologist, 30(4), 173–187. doi:10.1207/ s15326985ep3004_2.
  • Winters, F. I., Greene, J. A., & Costich, C. M. (2008). Self-regulation of learning within computer-based learning environments: A critical analysis. Educational Psychology Review, 20(4), 429–444. doi:10.1007/s10648-008-9080-9.
  • Wong, K., Kwan, R., Leung, K., & Wang, F. L. (2012). Exploring the potential benefits of Facebook on personal, social, academic and career development for higher education students. In S. K. S. Cheung, J. Fong, L. F. Kwok, K. Li, & R. Kwan (Eds.), Hybrid learning, (pp. 253–264). Berlin: Springer.
  • Zimmerman, B. J. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81(3), 329–339.
  • Zimmerman, B. J. (1990). Self-regulated learning and academic achievement: An overview. Educational Psychologist, 25(1), 3–17.
  • Zimmerman, B. J. (1998). Developing self-fulfilling cycles of academic regulation: An analysis of exemplary instructional models. In D. H. Schunk, & B. J. Zummerman (Eds.), Self-regulated learning. From teaching to self-reflective practice, (pp. 1–19). New York: The Guilford Press.
  • Zimmerman, B. J. (2008). Investigating self-regulation and motivation: Historical background, methodological developments, and future prospects. American Educational Research Journal, 45(1), 166–183. doi:10.3102/ 0002831207312909.
  • Zimmerman, B. J. (2009). Theories of self-regulated learning and academic achievement: An overview and analysis. In B. J. Zimmerman, & D. H. Schunk (Eds.), Self-regulated learning and academic achievement, Theoretical Perspectives (pp. 1–38). New York: Routledge.
  • Zimmerman, B. J., & Martinez Pons, M. (1986). Development of a structured interview for assessing student use of self- regulated learning strategies. American Educational Research Journal, 23(4), 614–628. doi:10.3102/ 00028312023004614.
  • Zimmerman, B. J., & Moylan, A. R. (2009). Self-regulation: Where metacognition and motivation intersect. In D. J. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), Handbook of Metacognition in education, (pp. 299–315). New York: Routledge.
  • Zimmerman, B. J., & Schunk, D. H. (2011). Self-regulated learning and performance. In B. J. Zimmerman, & D. H. Schunk (Eds.), Handbook of self-regulation of learning and performance, (pp. 1–12). New York: Routledge.