Measuring Behaviors and Identifying Indicators of Self-Regulation in Computer-Assisted Language Learning Courses

Huiyong Li1, Brendan Flanagan2, Shin’ichi Konomi3, Hiroaki Ogata2
1Graduate School of Informatics, Kyoto University, Kyoto, Japan
2Academic Center for Computing and Media Studies, Kyoto University, Kyoto, Japan
3Faculty of Arts and Science, Kyushu University, Fukuoka, Japan

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Adeyinka, T., & Mutula, S. (2010). A proposed model for evaluating the success of WebCT course content management system. Comput Hum Behav, 26(6), 1795–1805.

Asarta, C.J., & Schmidt, J.R. (2013). Access patterns of online materials in a blended course. Decis Sci J Innov Educ, 11(1), 107–123.

Cheng, G., & Chau, J. (2016). Exploring the relationships between learning styles, online participation, learning achievement and course satisfaction: an empirical study of a blended learning course. Br J Educ Technol, 47(2), 257–278.

Dietz-Uhler, B., & Hurn, J.E. (2013). Using learning analytics to predict (and improve) student success: a faculty perspective. J Interact Online Learn, 12(1), 17–26.

Elvers, G.C., Polzella, D.J., Graetz, K. (2003). Procrastination in online courses: performance and attitudinal differences. Teach Psychol, 30(2), 159–162.

Goda, Y., Yamada, M., Kato, H., Matsuda, T., Saito, Y., Miyagawa, H. (2015). Procrastination and other learning behavioral types in e-learning and their relationship with learning outcomes. Learn Individ Differ, 37, 72–80.

Hrastinski, S. (2008). What is online learner participation? A literature review. Comput Educ, 51(4), 1755–1765.

Johnson, G.M. (2005). Student alienation, academic achievement, and WebCT use. J Educ Technol Soc, 8(2), 179–189.

Kirkwood, A., & Price, L. (2014). Technology-enhanced learning and teaching in higher education: what is ‘enhanced’ and how do we know? A critical literature review. Learn Media Technol, 39(1), 6–36.

Lynch, R., & Dembo, M. (2004). The relationship between self-regulation and online learning in a blended learning context. Int Rev Res Open Distrib Learn, 5(2), 1–16.

Michinov, N., Brunot, S., Le Bohec, O., Juhel, J. (2011). Procrastination, participation, and performance in online learning environments. Comput Educ, 56(1), 243–252.

Morris, L.V., Finnegan, C., Wu, S.-S. (2005). Tracking student behavior, persistence, and achievement in online courses. Internet High Educ, 8(3), 221–231.

Pardo, A. (2014). Designing learning analytics experiences. In Learn analytics. Springer, New York, (pp. 15–38).

Pintrich, P.R. (2000). Multiple goals, multiple pathways: The role of goal orientation in learning and achievement. J Educ Psychol, 92(3), 544.

Pintrich, P.R., Smith, D.A., Garcia, T., McKeachie, W.J. (1993). Reliability and predictive validity of the motivated strategies for learning questionnaire (mslq). Educ Psychol Meas, 53(3), 801–813.

Rakes, G.C., & Dunn, K.E. (2010). The impact of online graduate students’ motivation and self-regulation on academic procrastination. J Interact Online Learn, 9(1), 78–93.

Roll, I., Wiese, E.S., Long, Y., Aleven, V., Koedinger, K.R. (2014). Tutoring self-and co-regulation with intelligent tutoring systems to help students acquire better learning skills. Des Recomm Intell Tutoring Syst, 2, 169–182.

Schunk, D.H., & Zimmerman, B.J. (2012). Motivation and self-regulated learning: theory, research, and applications. Oxford: Routledge.

Winne, P.H., & Baker, R.S. (2013). The potentials of educational data mining for researching metacognition, motivation and self-regulated learning. JEDM| J Educ Data Min, 5(1), 1–8.

Winne, P.H., & Hadwin, A.F. (1998). Studying as self-regulated learning. Metacognition Educational Theory Pract, 93, 27–30.

Winne, P.H., Nesbit, J.C., Kumar, V., Hadwin, A.F., Lajoie, S.P., Azevedo, R. (2006). Supporting self-regulated learning with gStudy software: the learning kit project. Technol Instr Cogn Learn, 3(1/2), 105.

You, J.W. (2015). Examining the effect of academic procrastination on achievement using LMS data in e-learning. J Educ Technol Soc, 18(3), 64.

Yukselturk, E., & Bulut, S. (2007). Predictors for student success in an online course. J Educ Technol Soc, 10(2), 71–83.

Zimmerman, B.J. (2008). Investigating self-regulation and motivation: historical background, methodological developments, and future prospects. Am Educ Res J, 45(1), 166–183.

Zimmerman, B.J., & Pons, M.M. (1986). Development of a structured interview for assessing student use of self-regulated learning strategies. Am Educ Res J, 23(4), 614–628.