publications

Identifying Critical Features for Formative Essay Feedback with Artificial Neural Networks and Backward Elimination

For predicting and improving the quality of essays, text analytic metrics (surface, syntactic, morphological and semantic features) can be used to provide formative feedback to the students. In this study, the intent was to find a small number of …

Enjoyed or Bored? A Study into Achievement Emotions and the Association with Barriers to Learning in MOOCs

MOOCs are accessible online personal development opportunities in which learners can expand their knowledge on many topics. Yet, the experience of barriers to learning often hinders learners from achieving their personal learning goals. Therefore, it …

Goal Setting and Striving in MOOCs: A Peek Inside the Black Box of Learner Behaviour

Reaching goals can be challenging, especially if they are not in the near future like with learning in MOOCs. The aim of this explorative study was to get insight in this goal achievement process, which can help to understand learner behaviour. Two …

Identifying Learning Activity Sequences that Are Associated with High Intention-Fulfillment in MOOCs

Learners join MOOCs (Massive Open Online Courses) with a variety of intentions. The fulfillment of these initial intentions is an important success criterion in self-paced and open courses. Using post course self-reported data enabled us to divide …

The cathedral’s ivory tower and the open education bazaar – catalyzing innovation in the higher education sector

Will open education replace traditional higher education, or augment it? Digital innovation in the higher education sector is fuelling speculation about the transformation of higher education and the future role of universities. Much of the …

The Influence of Self-regulation, Self-efficacy and Motivation as Predictors of Barriers to Satisfaction in MOOCs

This study focuses on identifying the barriers to satisfaction of MOOC participants, and the predictors of these barriers. Five hundred and forty-two English as a Second Language MOOC participants responded to pre- and post-questionnaires. Using …

Factors influencing the pursuit of personal learning goals in MOOCs

MOOCs are promising opportunities for lifelong learning, but as promising as these learning opportunities seem, many learners do not succeed in pursuing their personal learning goals. Barriers to learning are the main reason for not finishing the …

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

This research revealed the antecedes of two learner-centered outcome measures of success in massive open online courses (MOOCs): learner satisfaction and learner intention-fulfillment. Previous studies used success criteria from formal education …

MoocCast: evaluating mobile-screencast for online courses

The progressive adoption of smartphones and interconnected devices is inspiring students to redesign their physical spaces toward a seamless shift between daily life and learning activities. In the last years, Massive Open Online Courses (MOOCs) …

Who is taking MOOCs for teachers’ professional development on the use of ICT? A cross-sectional study from Spain

Research on the use of Massive Open Online Courses (MOOCs) for teacher professional development (TPD) and the characteristics of their participants is scarce. This article presents a case of a MOOC initiative supported by the Spanish Ministry of …