Understanding Language MOOC Learners: The Issue of Capability Development

Nikoletta Agonács,João Filipe Matos

doi:10.3991/ijet.v14i11.10205

Abstract

Having a clear understanding of the learner population has an impact on effective course design and delivery in any learning context. However, it has greater importance in a MOOC learning environment because of the high diversity of participants. Most of the review studies on MOOC research mention learner population as a recurrent theme. These studies focus on behaviours, performance, learner participation and interaction patterns, learner perceptions and preferences, learner experiences, motivation, demographics, and classifications of learners into subpopulations. Nevertheless, there is little knowledge about the learners’ perceptions of their own learning and the learning process, which is a key element of learning according to heutagogy, the theory of self-determined learning. In our study, which is based on two theoretical pillars (heutagogy and the Common European Framework of Reference for Languages: Learning, Teaching, Assessment) we aimed at capturing traces of capability development through language MOOC learners’ reflections and identifying learning activities that are perceived by learners as preferred activities for skill acquisition in a language MOOC learning environment. We designed two open-ended questions in a survey format that were administered in an Italian language MOOC offered by Wellesley College. We were able to capture traces of capability development through learners’ reflections, and we also found that a) based on learners’ perceptions the most preferred way of acquiring new skills is through receptive activity types; b) these activity types coincide with learners’ perceptions of their own understanding (listening and reading) skill development.

Highlights

Paper—Understanding Language Massive Open Online Course (MOOC) learners: The issue of capability development of social and educational backgrounds, it becomes highly interesting and extremely important to better understand how those populations behave, act and think, both as learners and individuals in that particular learning environment [4]
Ebben and Murphy [9] established the subcategory of learning analytics in case of xMOOCs, where they classified studies into two groups: (a) the correlations between learner characteristics and achievement, and (b) the search for patterns of behaviour about how learners interact with course materials
After having a more in-depth look into the studies reported in those reviews and others that concern learner populations in MOOCs, we understood that there is little knowledge about the learners’ perceptions of their own learning and the learning process

Summary

Introduction

Paper—Understanding Language MOOC learners: The issue of capability development of social and educational backgrounds, it becomes highly interesting and extremely important to better understand how those populations behave, act and think, both as learners and individuals in that particular learning environment [4]. Even a recently published review study [10], which comprehends research published between 2008 and 2015, reports on studies that focus on learner need, experiences, motivation and online interaction patterns. After having a more in-depth look into the studies reported in those reviews and others that concern learner populations in MOOCs (for example [11], [12]), we understood that there is little knowledge about the learners’ perceptions of their own learning and the learning process. The theory of self-determined learning [13], having knowledge about our own learning is a key element of learning Gaining knowledge about their own learning permits learners to have a clear understanding of their learning needs and preferences.

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Results

Conclusion