Supporting self-regulated learning in online learning environments and MOOCs: A systematic review

J Wong, M Baars, D Davis, T Van Der Zee… - … Journal of Human …, 2019 - Taylor & Francis
ABSTRACT Massive Open Online Courses (MOOCs) allow learning to take place anytime
and anywhere with little external monitoring by teachers. Characteristically, highly diverse …

Visual learning analytics of educational data: A systematic literature review and research agenda

C Vieira, P Parsons, V Byrd - Computers & Education, 2018 - Elsevier
We present a systematic literature review of the emerging field of visual learning analytics.
We review existing work in this field from two perspectives: First, we analyze existing …

Combining the best of online and face-to-face learning: Hybrid and blended learning approach for COVID-19, post vaccine, & post-pandemic world

J Singh, K Steele, L Singh - Journal of Educational …, 2021 - journals.sagepub.com
The coronavirus disease 2019 (COVID-19) pandemic has changed the landscape of higher
education. As academic institutions across the world continue to deal with the global health …

Self-regulated learning strategies predict learner behavior and goal attainment in Massive Open Online Courses

RF Kizilcec, M Pérez-Sanagustín, JJ Maldonado - Computers & education, 2017 - Elsevier
Individuals with strong self-regulated learning (SRL) skills, characterized by the ability to
plan, manage and control their learning process, can learn faster and outperform those with …

Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses

J Maldonado-Mahauad, M Pérez-Sanagustín… - Computers in Human …, 2018 - Elsevier
Big data in education offers unprecedented opportunities to support learners and advance
research in the learning sciences. Analysis of observed behaviour using computational …

Learning analytics to reveal links between learning design and self-regulated learning

Y Fan, W Matcha, NA Uzir, Q Wang… - International Journal of …, 2021 - Springer
The importance of learning design in education is widely acknowledged in the literature.
Should learners make effective use of opportunities provided in a learning design …

What are the barriers to learners' satisfaction in MOOCs and what predicts them? The role of age, intention, self-regulation, self-efficacy and motivation

E Rabin, M Henderikx, MK Yoram, M Kalz - Australasian Journal of …, 2020 - ajet.org.au
Massive open online course (MOOC) participants face diverse barriers that prevent them
from feeling satisfied with participating in online courses. This study identified those barriers …

Dissecting learning tactics in MOOC using ordered network analysis

Y Fan, Y Tan, M Raković, Y Wang, Z Cai… - Journal of Computer …, 2023 - Wiley Online Library
Background Select and enact appropriate learning tactics that advance learning has been
considered a critical set of skills to successfully complete highly flexible online courses, such …

An empirical investigation of the antecedents of learner-centered outcome measures in MOOCs

E Rabin, YM Kalman, M Kalz - International Journal of Educational …, 2019 - Springer
This research revealed the antecedes of two learner-centered outcome measures of
success in massive open online courses (MOOCs): learner satisfaction and learner intention …

Investigating variation in learning processes in a FutureLearn MOOC

S Rizvi, B Rienties, J Rogaten, RF Kizilcec - Journal of computing in higher …, 2020 - Springer
Studies on engagement and learning design in Massive Open Online Courses (MOOCs)
have laid the groundwork for understanding how people learn in this relatively new type of …