Structured reflection breaks embedded in an online course – effects on learning experience, time on task and performance

The purpose of this article is to gain an insight into the effects of practicing short, frequent,and structured reflection breaks interspersed with the learning material in a computer-based course. To that end, the study sets up a standardized control trial with two groups of secondary school pupils. The study shows that while performance is not affected by these embedded “reflection rituals,” they significantly impact time on task and perceived learning. The study also suggests that the exposure to such built-in opportunities for reflection modifies the engagement with the content and fosters the claimed readiness for application of a similar reflective approach to learning in other occasions.

The role of learning design and learning analytics in MOOCs

The last couple of years there has been a lot of attention for MOOCs. More and more universities start offering MOOCs. Although the open dimension of MOOC indicates that it is open in every aspect, in most cases it is a course with a structure and a timeline within which learning activities are positioned. There is a contradiction there. The open aspect puts MOOCs more in the non-formal professional learning domain, while the course structure takes it into the formal, traditional education domain. Accordingly, there is no consensus yet on solid pedagogical approaches for MOOCs. Something similar can be said for learning analytics, another upcoming concept that is receiving a lot of attention. Given its nature, learning analytics offers a large potential to support learners in particular in MOOCs. Learning analytics should then be applied to assist the learners and teachers in understanding the learning process and could predict learning, provide opportunities for pro-active feedback, but should also results in interventions aimed at improving progress. This paper illustrates pedagogical and learning analytics approaches based on practices developed in formal online and distance teaching university education that have been fine-tuned for MOOCs and have been piloted in the context of the EU-funded MOOC projects ECO (Elearning, Communication, Open-Data: http://ecolearning.eu) and EMMA (European Multiple MOOC Aggregator: http://platform.europeanmoocs.eu).

A Competence-Based Course Authoring Concept for Learning Platforms with Legacy Assignment Tools

This paper is concerned with several of the most important aspects of Competence-Based Learning (CBL): course authoring, assignments, and categorization of learning content. The latter is part of the so-called Bologna Process (BP) and can effectively be supported by integrating knowledge resources like, e.g., standardized skill and competence taxonomies into the target implementation approach, aiming at making effective use of an open integration architecture while fostering the interoperability of hybrid knowledge-based e-learning solutions. Modern scenarios ask for interoperable software solutions to seamlessly integrate existing e-learning infrastructures and legacy tools with innovative technologies while being cognitively efficient to handle. In this way, prospective users are enabled to use them without learning overheads. At the same time, methods of Learning Design (LD) in combination with CBL are getting more and more important for production and maintenance of easy to facilitate solutions. We present our approach of developing a competence-based course-authoring and assignment support software. It is bridging the gaps between contemporary Learning Management Systems (LMS) and established legacy learning infrastructures by embedding existing resources via Learning Tools Interoperability (LTI). Furthermore, the underlying conceptual architecture for this integration approach will be explained. In addition, a competence management structure based on knowledge technologies supporting standardized skill and competence taxonomies will be introduced. The overall goal is to develop a software solution which will not only flawlessly merge into a legacy platform and several other learning environments, but also remain intuitively usable. As a proof of concept, the so-called platform independent conceptual architecture model will be validated by a concrete use case scenario.

Informal Learning in Online Knowledge Communities: Predicting Community Response to Visitor Inquiries

Nistor, N., Dascalu, M., Stavarache, L.L., Serafin, Y., & Trausan-Matu, S. (2015). Informal Learning in Online Knowledge Communities: Predicting Community Response to Visitor Inquiries. In G. Conole, T. Klobucar, C. Rensing, J. Konert & É. Lavoué (Eds.), 10th European Conf. on Technology Enhanced Learning (pp. 447–452). Toledo, Spain: Springer.

Designing Massive Open Online Learning Processes: The importance of the social element

This is a pre-print for personal use only. Please refer to the Springer website for the official, published version http://www.springer.com/978-3-662-52923-2

ReaderBench goes Online: A Comprehension-Centered Framework for Educational Purposes

In this paper we introduce the online version of our ReaderBench framework, which includes multi-lingual comprehension-centered web services designed to address a wide range of individual and collaborative learning scenarios, as follows. First, students can be engaged in reading a course material, then eliciting their understanding of it; the reading strategies component provides an in-depth perspective of comprehension processes. Second, students can write an essay or a summary; the automated essay grading component provides them access to more than 200 textual complexity indices covering lexical, syntax, semantics and discourse structure measurements. Third, students can start discussing in a chat or a forum; the Computer Supported Collaborative Learning (CSCL) component provides indepth conversation analysis in terms of evaluating each member’s involvement in the CSCL environments. Eventually, the sentiment analysis, as well as the semantic models and topic mining components enable a clearer perspective in terms of learner’s points of view and of underlying interests.

Predicting Academic Performance Based on Students' Blog and Microblog Posts

This study investigates the degree to which textual complexity indices applied on students’ online contributions, corroborated with a longitudinal analysis performed on their weekly posts, predict academic performance. The source of student writing consists of blog and microblog posts, created in the context of a project-based learning scenario run on our eMUSE platform. Data is collected from six student cohorts, from six consecutive installments of the Web Applications Design course, comprising of 343 students. A significant model was obtained by relying on the textual complexity and longitudinal analysis indices, applied on the English contributions of 148 students that were actively involved in the undertaken projects.

Het Effect van Online Cognitieve Gedragstherapie op Seksuele Disfuncties bij Vrouwen

Het doel van dit onderzoek is na te gaan in welke mate de online cognitieve gedragstherapie bij vrouwen met seksuele disfuncties effectief is voor wat betreft seksueel functioneren, seksuele lijdensdruk en de houding die de vrouwen hebben ten aanzien van seks. Drie vrouwen (gemiddelde leeftijd 39,6 jaar) met minstens één diagnose van een opwindingsgerelateerde seksuele disfunctie (seksuele interesse/opwindingsstoornis, orgasmestoornis) volgens de criteria van de DSM-5, hebben deelgenomen aan het onderzoek. Er wordt gebruik gemaakt van een single case A-B-fase design: zowel in de controlefase (Fase A) wanneer de proefpersoon nog geen internettherapie krijgt, als in de behandelfase (Fase B) worden verschillende metingen verricht. Hierbij wordt het effect van wel of geen internettherapie binnen één persoon onderzocht door de metingen in de controlefase (Fase A) te vergelijken met de metingen in de behandelfase (Fase B). Elke meting betreft een in te vullen zelfrapportage-vragenlijst (24 items) waarin de drie variabelen worden gemeten. Seksueel functioneren werd gemeten met drie items uit de Female Sexual Function Index (FSFI) (Rosen et al., 2000; ter Kuile et al., 2009); seksuele lijdensdruk met de Female Sexual Distress Scale Revised (FSDS-R) (Derogatis et al., 2008; ter Kuile et al., 2009); en de attitude ten aanzien van seks met een zestal items van de Sexual Opion Survey (SOS) (Fisher, Byrne, White, & Kelley, 1988). Middels de randomisatietoets is nagegaan wat het therapie-effect per proefpersoon en het algehele therapie-effect is. Uit de resultaten met betrekking tot het therapie-effect per proefpersoon blijkt dat de behandeling enkel voor de eerste proefpersoon een positief effect lijkt te hebben op het seksueel functioneren. Wat betreft de variabele seksuele lijdensdruk lijkt de behandeling enkel voor proefpersoon 2 een positief effect te hebben. Wat betreft de variabele attitude ten aanzien van seks lijkt er voor alle drie de proefpersonen geen effect van de behandeling aanwezig te zijn. Voor proefpersoon 1 lijkt de attitude ten aanzien van seks tijdens de behandelfase juist te verslechteren in plaats van te verbeteren. Uit de resultaten met betrekking tot het algehele therapie-effect is enkel voor de variabele seksueel functioneren een kleine kans aanwezig dat de behandeling een positief effect heeft.