The Time Factor in MOOCS - Time-on-Task, Interaction Temporal Patterns, and Time Perspectives in a MOOC

MOOCs are a current trend in Higher Education; universities around the world offer open courses for lifelong and geographically distributed learners. Nevertheless, there is a high drop-out rate on these courses. The temporal aspects related to learner Temporal Perspectives (TP), self-regulation of learning, and temporal patterns could be related to drop-out rates and motivations for following a MOOC. This study aims to analyse student objective and subjective times in order to better understand their relationships with MOOC participation. The paper describes the case study methodology proposed to explore this relation: a pilot MOOC course on entrepreneurship (IE MOOC) with a total of 30 Catalan students who were active during the two-week course. The study examines the motivation and active participation of students in these learning methodologies, and practical issues on the schedule and temporal pace of MOOCs. Results show how student actions decrease as the MOOC progresses. Students connect more during weekdays and early and late evenings. They are mostly future-oriented, which is classically related to higher performance and self-regulation. This exploratory study shows how research on learners’ temporal patterns could help to advance in the understanding of MOOC students’ profile, in order to increase the currently low completion

[1]  D. Sunshine Hillygus,et al.  The impact of internet use of sociability: time-diary findings , 2002 .

[2]  Christian Werner,et al.  Designing Online Instruction for Success: Future Oriented Motivation and Self-Regulation. , 2007 .

[3]  Nikola N. Filby,et al.  Teaching Behaviors, Academic Learning Time, and Student Achievement: An Overview. , 2015 .

[4]  I. Veen,et al.  Relations between the development of future time perspective in three life domains, investment in learning, and academic achievement , 2011 .

[5]  Paul A. Kirschner,et al.  Temporal issues in e-learning research: A literature review , 2012, Br. J. Educ. Technol..

[6]  Michael Sean Gallagher,et al.  Exploring the MOOC format as a pedagogical approach for mLearning , 2011 .

[7]  C. Osvaldo Rodriguez,et al.  MOOCs and the AI-Stanford Like Courses: Two Successful and Distinct Course Formats for Massive Open Online Courses. , 2012 .

[8]  Bruce McWilliams,et al.  Time Of Technology Adoption And Learning By Using , 1996 .

[9]  J. Nuttin,et al.  Future Time Perspective and Motivation: Theory and Research Method , 1984 .

[10]  George Siemens,et al.  The MOOC model for digital practice , 2010 .

[11]  Paul D. Franzon MOOCs, OOCs, flips and hybrids: The new world of higher education , 2013, 2013 IEEE International Conference on Microelectronic Systems Education (MSE).

[12]  Margarida Romero,et al.  Time Factor Assessment in Game-Based Learning: Time Perspective and Time-on-Task as Individual Differences between Players , 2014 .

[13]  K. Goldschmidt,et al.  A "MINI MOOC": OUTCOMES OF A GATEWAY INTRODUCTORY COURSE FOR ONLINE LEARNERS , 2013 .

[14]  Christiane Spiel,et al.  Time students spend working at home for school , 2008 .

[15]  Harry E. Pence When Will College Truly Leave the Building: If MOOCs are the Answer, What is the Question? , 2012 .

[16]  Margarida Romero,et al.  Assessment of e-learners' temporal patterns in an online collaborative writing task , 2010 .

[17]  Juan-Francisco Díaz-Morales Estructura factorial y fiabilidad del Inventario de Perspectiva Temporal de Zimbardo , 2006 .

[18]  P. Zimbardo,et al.  Putting Time in Perspective: A Valid, Reliable Individual-Differences Metric , 1999 .

[19]  Thomas Clarke,et al.  The advance of the MOOCs (massive open online courses) : The impending globalisation of business education? , 2013 .

[20]  Steve Cooper,et al.  Reflections on Stanford's MOOCs , 2013, CACM.

[21]  Margarida Romero,et al.  Gestion du temps dans les activités projet médiatisées à distance , 2010 .

[22]  M. Vansteenkiste,et al.  Understanding the association between future time perspective and self-regulated learning through the lens of self-determination theory , 2011 .

[23]  Matthew W Lewis Analysis of the Roles of “Serious Games” in Helping Teach Health-Related Knowledge and Skills and in Changing Behavior , 2007, Journal of diabetes science and technology.

[24]  Margarida Romero,et al.  Serious Games Integration in an Entrepreneurship Massive Online Open Course (MOOC) , 2013, SGDA.

[25]  E. Hall,et al.  Hidden Differences: Doing Business with the Japanese , 1987 .

[26]  M. Romero,et al.  Time Factor in the Curriculum Integration of Game-Based Learning , 2013 .