Learning in MOOCs: Motivations and self-regulated learning in MOOCs

Massive open online courses (MOOCs) require individual learners to be able to self-regulate their learning, determining when and how they engage. However, MOOCs attract a diverse range of learners, each with different motivations and prior experience. This study investigates the self-regulated learning (SRL) learners apply in a MOOC, in particular focusing on how learners' motivations for taking a MOOC influence their behaviour and employment of SRL strategies. Following a quantitative investigation of the learning behaviours of 788 MOOC participants, follow-up interviews were conducted with 32 learners. The study compares the narrative descriptions of behaviour between learners with self-reported high and low SRL scores. Substantial differences were detected between the self-described learning behaviours of these two groups in five of the sub-processes examined. Learners' motivations and goals were found to shape how they conceptualised the purpose of the MOOC, which in turn affected their perception of the learning process.

[1]  Thomas Fox McManus,et al.  Individualizing instruction in a web-based hypermedia learning environment: nonlinearity, advance organizers, and self-regulated learners , 2000 .

[2]  Allison Littlejohn,et al.  How health professionals regulate their learning in massive open online courses , 2016, Internet High. Educ..

[3]  J. Chau,et al.  Exploring the relationship between students' self-regulated learning ability and their ePortfolio achievement , 2013, Internet High. Educ..

[4]  Katy Jordan,et al.  Initial trends in enrolment and completion of massive open online courses , 2014 .

[5]  R. Azevedo,et al.  Does training on self-regulated learning facilitate students' learning with hypermedia? , 2004 .

[6]  W. Lan,et al.  Profiles in self-regulated learning in the online learning environment , 2010 .

[7]  B. Zimmerman Investigating Self-Regulation and Motivation: Historical Background, Methodological Developments, and Future Prospects , 2008, American Educational Research Journal.

[8]  Milligan Colin,et al.  [Abstract] How Health professionals regulate their learning in Massive Open Online Courses. , 2016 .

[9]  B. Zimmerman Self-Regulated Learning and Academic Achievement: An Overview , 1990 .

[10]  B. Zimmerman Becoming a Self-Regulated Learner: An Overview , 2002 .

[11]  Allison Littlejohn,et al.  Context counts: How learners' contexts influence learning in a MOOC , 2015, Comput. Educ..

[12]  P. Pintrich,et al.  An Achievement Goal Theory Perspective on Issues in Motivation Terminology, Theory, and Research. , 2000, Contemporary educational psychology.

[13]  Yen M. To,et al.  Measuring self-regulation in online and blended learning environments , 2009, Internet High. Educ..

[14]  A. Bandura Social Foundations of Thought and Action: A Social Cognitive Theory , 1985 .

[15]  P. Pintrich A Manual for the Use of the Motivated Strategies for Learning Questionnaire (MSLQ). , 1991 .

[16]  C. Dweck Mindset: The New Psychology of Success , 2006 .

[17]  Allison Littlejohn,et al.  Merlot Journal of Online Learning and Teaching Patterns of Engagement in Connectivist Moocs , 2022 .

[18]  C. Dweck Self-Theories: Their Role in Motivation, Personality, and Development. Essays in Social Psychology. , 1999 .

[19]  Anastasia Kitsantas,et al.  Acquiring writing revision skill : Shifting from process to outcome self-regulatory goals , 1999 .

[20]  John R. Anderson Acquisition of cognitive skill. , 1982 .

[21]  B. Zimmerman Attaining self-regulation: A social cognitive perspective. , 2000 .

[22]  B. Zimmerman,et al.  Self-regulated learning and academic achievement : theoretical perspectives , 2001 .

[23]  Andrew D. Ho,et al.  Changing “Course” , 2014 .

[24]  Katharina Reinecke,et al.  Demographic differences in how students navigate through MOOCs , 2014, L@S.

[25]  Matthew L. Bernacki,et al.  Self-Regulated Learning and Technology-Enhanced Learning Environments: An Opportunity-Propensity Analysis , 2011 .

[26]  Allison Littlejohn,et al.  Supporting Professional Learning in a Massive Open Online Course. , 2014 .

[27]  David E. Pritchard,et al.  Studying Learning in the Worldwide Classroom Research into edX's First MOOC. , 2013 .

[28]  P. Pintrich,et al.  Motivational and self-regulated learning components of classroom academic performance. , 1990 .

[29]  A. Bandura Exercise of Human Agency Through Collective Efficacy , 2000 .

[30]  Shirley Williams,et al.  MOOCs: A systematic study of the published literature 2008-2012 , 2013 .

[31]  B. Zimmerman,et al.  Self-Efficacy: An Essential Motive to Learn. , 2000, Contemporary educational psychology.

[32]  E. Deci,et al.  Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. , 2000, Contemporary educational psychology.

[33]  Neil Selwyn,et al.  Looking beyond learning: notes towards the critical study of educational technology , 2010, J. Comput. Assist. Learn..

[34]  B. Zimmerman,et al.  Self-Motivation for Academic Attainment: The Role of Self-Efficacy Beliefs and Personal Goal Setting , 1992, American Educational Research Journal.

[35]  Allison Littlejohn,et al.  Measuring Self‐Regulated Learning in the Workplace , 2015, SSRN Electronic Journal.

[36]  Rebecca Eynon,et al.  Communication patterns in massively open online courses , 2014, Internet High. Educ..

[37]  Chris Piech,et al.  Deconstructing disengagement: analyzing learner subpopulations in massive open online courses , 2013, LAK '13.