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Does training in how to regulate one’s learning affect how students report self-regulated learning in diary tasks?

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Abstract

The processes and perceptions of students’ self-regulated learning are not easily measured. Thus, research has presented and suggested numerous ways in which these processes and perceptions of self-regulated learning can be investigated and assessed. Accordingly, this study aims to assess whether training in how to regulate one’s learning is related to students’ growth patterns regarding their reported self-regulated learning activity over time. This study also investigates whether this type of training has an impact on students’ reflective ability and academic performance. To reach these goals, we examined whether students’ use of a diary task - developed by interviewing primary school students (n = 43) and validated with exploratory (n = 78) and confirmatory (n = 83) factor analysis - would capture change in students’ reported self-regulated learning activity and reflective ability during training in how to regulate one’s learning (students: n = 100; diary task entries: n = 1,000). Students’ academic performance was assessed with an oral and vocabulary task. Results from multilevel linear modeling revealed different growth rates of reported self-regulated learning activity over time between students who experienced training and students who did not. Furthermore, pre and posttest results revealed that the students who experienced the training reported their reflections more autonomously and specifically in their diary task and had better academic performance than students who did not. These results demonstrate how the diary task captured change in students’ perceptions, validating it as a monitoring tool. Lastly, implications for practitioners are discussed and suggestions for future studies are proposed.

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References

  • Allwood, C. M., Innes-Ker, Å., Holmgren, J., & Fredin, G. (2008). Children’s and adults’ realism in their event-recall confidence in response to free recall and focused questions. Psychology, Crime & Law, 14, 529–547.

    Article  Google Scholar 

  • Alterio, M. (2004). Collaborative journaling as a professional development tool. Joumal of Further and Higher Education, 28, 321–332.

    Article  Google Scholar 

  • Azevedo, R., & Cromley, J. (2004). Does training on self-regulated learning facilitate students’ learning with hypermedia? Journal of Educational Psychology, 96(3), 523–535. doi:10.1037/0022-0663.96.3.523.

    Article  Google Scholar 

  • Bandalos, D. L., & Finney, S. J. (2010). Exploratory and confirmatory factor analysis. In G. R. Hancock & R. O. Mueller (Eds.), A reviewer's guide to quantitative methods in the social sciences: Revise, accept, reject (pp. 93–114). New York: Routledge.

    Google Scholar 

  • Bandura, A. (2006). Toward a psychology of human agency. Perspectives on Psychological Science, 1(2), 164–180. doi:10.1111/j.1745-6916.2006.00011.x.

    Article  Google Scholar 

  • Bandura, A., & Locke, E. (2003). Negative self-efficacy and goal effects revisited. Journal of Applied Psychology, 88(1), 87–99.

    Article  Google Scholar 

  • Bares, C. B. (2011). Emerging metacognitive processes during childhood: implications for intervention development with children. Children and Adolescent Social Work, 28(4), 291–299. doi:10.1007/s10560-011-0233-1.

    Article  Google Scholar 

  • Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–46.

    Article  Google Scholar 

  • Boekaerts, M. (2002). Motivation to Learn. The International Academy of Education and Bureau of Education. Available at http://www.ibe.unesco.org.

  • Bollen, K. A., & Long, J. S. (1993). Testing structural equations models. Newbury Park: Sage.

    Google Scholar 

  • Boud, D. (2001). Using journal writing to enhance reflective practice. New Directions for Adult and Continuing Education, 90, 9–17. doi:10.1002/ace.16.

    Article  Google Scholar 

  • Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–162). Beverly Hills: Sage.

    Google Scholar 

  • Cascallar, E., Boekaerts, M., & Costigan, T. (2006). Assessment in the evaluation of self-regulation as a process. Educational Psychology Review, 18(3), 297–306. doi:10.1007/s10648-006-9023-2.

    Article  Google Scholar 

  • Cleary, T. (2011). Emergence of self-regulated learning microanalysis. In B. Zimmerman & D. Schunk (Eds.), Handbook of self-regulation of learning and performance (pp. 87–101). New York: Routledge.

    Google Scholar 

  • Council of Europe (2011). Common European Framework of Reference for Languages: Learning, Teaching, Assessment. Council of Europe. Retrieved from: http://www.coe.int/t/dg4/linguistic/Cadre1_en.asp

  • European commission (2013). European Strategic Framework for Education and Training (ET 2020), Language learning at pre-primary school level: making it efficient and sustainable: a policy handbook. Retrieved from http://ec.europa.eu/languages/policy/language-policy/documents/early-language-learning-handbook_en.pdf

  • Ford, J. K., MacCallum, R. C., & Tait, M. (1986). The application of exploratory factor analysis in applied psychology: critical review and analysis. Personnel Psychologist, 39, 292–314.

    Google Scholar 

  • Gbabremani-Gbajar, S., & Mirbosseini, S. (2005). English class or speaking about everything class? Dialogue journal writing as a critical EEL literacy practice in an Iranian big school. Language, Culture, and Curriculum, 18, 286–299.

    Article  Google Scholar 

  • Glaser, C., & Brunstein, J. C. (2007). Improving fourth-grade students’ composition skills: effects of strategy instruction and self-regulation procedures. Journal of Educational Psychology, 99(2), 297–310. doi:10.1037/0022-0663.99.2.297.

    Article  Google Scholar 

  • Glogger, I., Schwonke, R., Holzapfel, L., Nuckles, M., & Renkl, A. (2012). Learning strategies assessed by journal writing: prediction of learning outcomes by quantity, quality, and combinations of learning strategies. Journal of Educational Psychology, 104(2), 452–468.

    Article  Google Scholar 

  • Graesser, A. C., & McNamara, D. S. (2010). Self-regulated learning in learning environments with pedagogical agents that interact in natural language. Educational Psychologist, 45, 234–244. doi:10.1080/00461520.2010.515933.

    Article  Google Scholar 

  • Greene, J. A., Bolick, C. M., & Robertson, J. (2010). Fostering historical knowledge and thinking skills using hypermedia learning environments: the role of self-regulated learning. Computers & Education, 54, 230–243. doi:10.1016/j.compedu.2009.08.006.

    Article  Google Scholar 

  • Gudmundson, E. (2009). Guidelines for translating and adapting psychological instruments. Nordic Psychology, 61(2), 29–45. doi:10.1027/1901-2276.61.2.29.

    Article  Google Scholar 

  • Hair, J., Black, W., Babin, B., & Anderson, R. (2010). Multivariate data analysis (7th ed.): Prentice-Hall, Inc. Upper Saddle River, NJ, USA.

  • Heck, R., Thomas, S., & Tabata, L. (2013). Multilevel and Longitudinal Modeling with IBM SPSS (2nd ed.), Routledge.

  • Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009). The use of partial least squares path modeling in international marketing. Advances in International Marketing, 20, 277–319.

    Google Scholar 

  • Hiemstra, R. (2001). Uses and benefits of journal writing. In L. M. English & M. A. Gillen (Eds.), Promoting journal writing in adult education (pp. 19–26). San Francisco: Jossey-Bass.

    Google Scholar 

  • Hofer, B. (2005). The legacy and the challenge: Paul Pintrich’s contributions to personal epistemology research. Educational Psychologist, 40, 95–105.

    Article  Google Scholar 

  • Hooper, D., Coughlan, J. & Mullen, M. R. (2008). Structural equation modeling: Guidelines for determining model fit. The Electronic Journal of Business Research Methods, 6 (1), 53–60, available online at www.ejbrm.com.

  • Jaeger, A., Gomes, P., Silva, P., & Goellner, S. (2010). Trajetórias de mulheres no esporte em Portugal: assimetrias, resistências e possibilidades [Women’s trajectories in sports in Portugal: asymmetries, resistance and possibilities]. Movimento, 16(1), 245–267.

    Google Scholar 

  • Järvelä, S., & Hadwin, A. (2013). New frontiers: regulating learning in CSCL. Educational Psychologist, 48(1), 25–39. doi:10.1080/00461520.2012.748006.

    Article  Google Scholar 

  • Jett, S., LaPorte, D., & Wanchisn, J. (2010). Impact of exposure to pro-eating disorder websites on eating behaviour in college women. European Eating Disorders Review, 18, 410–416. doi:10.1002/erv.1009.

    Article  Google Scholar 

  • Joreskog, K. G. (1977). Factor analysis by least-squares and maximum-likelihood methods. In K. Enslein, A. Ralston, & H. S. Wilf (Eds.), Statistical methods for digital computers (pp. 125–153). New York: Wiley.

    Google Scholar 

  • Kaur, S. (2003). Using student journals for evaluating course experience. UltiBASE Journal, RMIT University, Australia. Available online at http://ultibase.rmit.edu.au/Articles/nov03/kaur2/htm.

  • Kember, D. (2004). Interpreting student workload and the factors which shape students’ perceptions of their workload. Studies in Higher Education, 29(2), 165–184. doi:10.1080/0307507042000190778.

    Article  Google Scholar 

  • Kember, D., Jones, A., Loke, A., Mckay, J., Sinclair, K., Tse, H., Webb, C., Wong, F., Wong, M., & Yeung, E. (1999). Determining the level of reflective thinking from students’ written journals using a coding scheme based on the work of Mezirow. International Journal of Lifelong Education, 18(1), 18–30. doi:10.1080/026013799293928.

    Article  Google Scholar 

  • Kember, D., McKay, J., Sinclair, K., & Wong, F. (2008). A four-category scheme for coding and assessing the level of reflection in written work. Assessment & Evaluation in Higher Education, 33(4), 369–379. doi:10.1080/02602930701293355.

    Article  Google Scholar 

  • Kir, E. (2012). Diary keeping in English lessons. Journal of New World Sciences Academy, 7(4), 1082–1094.

    Google Scholar 

  • Kirsh, C. (2012). Developing children’s language learner strategies at primary school. Education 3–13, 40(4), 379–399. doi:10.1080/03004279.2012.691372.

    Google Scholar 

  • Klug, J., Ogrin, S., Keller, S., Ihringer, A., & Schmitz, B. (2011). A plea for self-regulated learning as a process: modelling, measuring and intervening. Psychological Test and Assessment Modeling, 53(1), 51–72.

    Google Scholar 

  • Larkin, S. (2010). Metacognition in young children. NY: Routledge.

    Google Scholar 

  • Lipko-Speed, A. (2013). Can young children be more accurate predictors of their recall performance? Journal of Experimental Child Psychology, 114, 357–363. doi:10.1016/j.jecp.2012.

    Article  Google Scholar 

  • Määttä, E., Järvenoja, H., & Järvelä, S. (2012). Triggers of students’ efficacious interaction in collaborative learning situations. Small Group Research, 43(4), 497–522. doi:10.1177/1046496412437208.

    Article  Google Scholar 

  • McCoach, D. B. (2010). Hierarchical linear modeling. In G. R. Hancock & R. O. Mueller (Eds.), A reviewer’s guide to quantitative methods in the social sciences: Revise, accept, reject (pp. 123–140). Routledge: New York.

    Google Scholar 

  • McDonald, R. P. (1999). Test theory: A unified treatment. Mahwah: LEA.

    Google Scholar 

  • McGraw, K. O., & Wong, S. P. (1996). Forming inferences about some intraclass correlation coefficients. Psychological Methods, 1, 30–46.

    Article  Google Scholar 

  • McNamara, D. (2011). Measuring deep, reflective comprehension and learning strategies: challenges and successes. Metacognition and Learning, 6, 195–203. doi:10.1007/s11409-011-9082-8.

    Article  Google Scholar 

  • Moos, D. C., & Azevedo, R. (2008). Exploring the fluctuation of motivation and use of self-regulatory processes during learning with hypermedia. Instructional Science, 36, 203–231. doi:10.1007/s11251-007-9028-3.

    Article  Google Scholar 

  • Nunnally, J. C. (1978). Psychometric theory (2nd ed.). New York: McGraw-Hill.

    Google Scholar 

  • Otto, B. (2007). SELVES – Schüler, Eltern- und Lehrertrainings zur Vermittlung effektiver Selbstregulation [SELVES - student, parent and teacher training for teaching effective self-regulation]. Berlin: Logos.

    Google Scholar 

  • Oxford, R. L. (2003). Language learning styles and strategies: An overview. Oxford: GALA.

    Google Scholar 

  • Perels, F., Otto, B., Landmann, M., Hertel, S., & Schmitz, B. (2007). Self-regulation from a process perspective. Journal of Psychology, 215(3), 194–204.

    Google Scholar 

  • Perels, F., Dignath, C., & Schmitz, B. (2009). Is it possible to improve mathematical achievement by means of self-regulation strategies? Evaluation of an intervention in regular math classes. European Journal of Psychology of Education, 24(1), 17–31. doi:10.1007/BF03173472.

    Article  Google Scholar 

  • Rahimi, M., & Katal, M. (2012). Metacognitive strategies awareness and success in learning English as a foreign language: an overview. Procedia - Social and Behavioral Sciences, 31, 73–81.

    Article  Google Scholar 

  • Rizzo, P., Steinhausen, H. C., & Drechsler, R. (2010). Self-perception of self-regulatory skills in children with attention-deficit/hyperactivity disorder aged 8–10 years. Attention Deficit and Hyperactivity Disorders, 2(4), 171–83. doi:10.1007%2Fs12402-010-0043-x.

    Article  Google Scholar 

  • Rowe, M., Kairalla, J., & McCrae, C. (2009). Sleep in dementia caregivers and the effect of a nighttime monitoring system. Journal of Nursing Scholarship, 42(3), 338–347. doi:10.1111/j.1547-5069.2010.01337.x.

    Article  Google Scholar 

  • Schmitz, B. (2006). Advantages of studying processes in educational research. Learning and Instruction, 16, 433–449. doi:10.1016/j.learninstruc.2006.09.004.

    Article  Google Scholar 

  • Schmitz, P., & Perels, F. (2011). Self-monitoring of self-regulation during math homework behaviour using standardized diary tasks. Metacognition and Learning, 6, 255–273.

    Article  Google Scholar 

  • Schmitz, B., & Wiese, B. (2006). New perspectives for the evaluation of training sessions in self-regulated learning: Time-series analyses of diary task data. Contemporary Educational Psychology, 31, 64–96. doi:10.1016/j.cedpsych.2005.02.002.

    Article  Google Scholar 

  • Schmitz, B., Klug, J., & Schmidt, M. (2011). Assessing self-regulated learning using diary task measures with university students. In B. Zimmerman & D. Schunk (Eds.), Handbook of self-regulation of learning and performance (pp. 87–101). New York: Routledge.

    Google Scholar 

  • Schunk, D. H., & Zimmerman, B. J. (Eds.). (1998). Self-regulated learning: From teaching to self-reflective practice. New York: Guilford Press.

    Google Scholar 

  • Simard, D. (2004). Using diary tasks to promote meta linguistic reflection among elementary school students. Language Awareness, 13, 34–48. doi:10.1080/09658410408667084.

    Article  Google Scholar 

  • Singer, J. D., & Willett, J. B. (2003). Applied longitudinal data analysis: Methods for studying change and event occurrence. New York: Oxford University Press.

  • Stoeger, H., & Ziegler, A. (2008). Evaluation of a classroom based training to improve self-regulation in time management tasks during homework activities with fourth graders. Metacognition and Learning, 3, 207–230.

    Article  Google Scholar 

  • Stoeger, H., & Ziegler, A. (2010). Do pupils with different cognitive abilities benefit similarly from a self-regulated learning training program? Gifted Education International, 26, 110–123.

    Article  Google Scholar 

  • Stoeger, H., & Ziegler, A. (2011). Self-regulatory training through elementary-school students’ homework completion. In B. Zimmerman & D. Schunk (Eds.), Handbook of self-regulation of learning and performance (pp. 87–101). New York: Routledge.

    Google Scholar 

  • Velicer, W. F. (1976). Determining the number of components from the matrix of partial correlations. Psychometrika, 41, 321–327.

    Article  Google Scholar 

  • Whitebread, D., Coltman, P., Pino Pasternak, D., Sangster, C., Grau, V., Bingham, S., Almeqdad, Q., & Demetriou, D. (2009). The development of two observational tools for assessing metacognition and self-regulated learning in young children. Metacognition and Learning, 4(1), 63–85.

    Article  Google Scholar 

  • Whitty, M., Buchanan, T., Joinson, A., & Meredith, A. (2011). Not all lies are spontaneous: an examination of deception across different modes of communication. Journal of the American Society for Information Science and Technology, 63(1), 208–216. doi:10.1002/asi.21648.

    Article  Google Scholar 

  • Winne, P. (2011). A cognitive and metacognitive analysis of self-regulated learning. In B. Zimmerman & D. Schunk (Eds.), Handbook of Self-Regulation of Learning and Performance (pp. 87–101). New York: Routledge.

    Google Scholar 

  • Wolters, C., Pintrich, P., & Karabenick, S. (March, 2003). Assessing academic self-regulated learning, paper presented at the Conference on Indicators of Positive Development: Definitions, Measures, and Prospective Validity. Sponsored by ChildTrends, National Institutes of Health.

  • Wong, F., Kember, D., Chung, L., & Yan, L. (1995). Assessing the level of student reflection from reflective journals. Journal of Advanced Nursing, 22, 48–57. doi:10.1046/j.1365-2648.1995.22010048.x.

    Article  Google Scholar 

  • Zimmerman, B. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81(3), 329–339. doi:10.1037//0022-0663.81.3.329.

    Article  Google Scholar 

  • Zimmerman, B. J. (2000). Attainment of self-regulation: A social cognitive perspective. In M. Boekaerts, P. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation, research, and applications (pp. 13–39). Orlando: Academic Press.

    Chapter  Google Scholar 

  • Zimmerman, B. (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.

    Article  Google Scholar 

  • Zimmerman, B. (2013). From cognitive modeling to self-regulation: a social cognitive career path. Educational Psychologist, 48(3), 135–147.

    Article  Google Scholar 

  • Zimmerman, B., & 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.

    Article  Google Scholar 

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Acknowledgments

We would like to thank Anastasia Efklides and Aristides Ferreira for their pertinent and supportive insights on the development and validation of the DOGS-RL, as well as Ronald Heck and Cicero Pereira for their expert guidance in the multilevel analyses of the data. We would also like to show our gratitude to the editor and reviewers who meticulously guided us in the development of this paper with their expert suggestions. This study was funded by The Portuguese Foundation for Science and Technology (SFRH/BD/61078/2009).

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Correspondence to P. Costa Ferreira.

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Ferreira, P.C., Simão, A.M.V. & da Silva, A.L. Does training in how to regulate one’s learning affect how students report self-regulated learning in diary tasks?. Metacognition Learning 10, 199–230 (2015). https://doi.org/10.1007/s11409-014-9121-3

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