Tabuenca, B., Kalz, M., Drachsler, H., & Specht, M. (2015). Time will tell: The role of mobile learning analytics in self-regulated learning. Computers & Education, 89, 53–74. doi:10.1016/j.compedu.2015.08.004.

http://www.sciencedirect.com.libproxy.clemson.edu/science/article/pii/S0360131515300245


36 graduate students from three different online courses participated in a longitudinal study, using their own mobile devices to track how much time they devoted to self-guided learning over a four-month period. The study responds to the challenge of recognizing and documenting the activities and contexts of learners in general and life-long learners in particular. The researchers deemed the presence of a mobile device the only likely constant to all of the scattered educational contexts and moments that a learner might encounter.

In addition to logging time on their mobile devices via LearnTracker, students repeatedly completed an Online Self-Regulated Learning Questionnaire and a Validity and Reliability of Time Management Questionnaire during the study. Findings suggest that using mobile devices to log and track time did improve learners’ time management and planning skills. Findings also suggested that user interface considerations like access to analytics and tips may improve time management.

The article offers some interesting findings in support of like studies that follow larger populations over longer collection periods.

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