New Pub: Chapter in Learning Analytics Handbook 2022

New Pub: Chapter in Learning Analytics Handbook 2022

Higher Education, Learning Analytics
More and more higher education institutions have been making use of learning analytics in the last few years. But despite an increased funding and more research in the learning analytics domain, there is still a lack of systematic and large-scale implementations of learning analytics. In order to improve learning analytics adoption and to establish it sustainably, higher education institutions need to align learning analytics-related activities with their goals and visions. Their making us of data requires a set of guidelines and principles, i.e. a policy, that fits their context and speaks to all involved stakeholders. Only then can the effective and responsible use of learning analytics be ensured and will higher education institutions be truly able to establish learning analytics in a sustainable way. Reference: Scheffel, M., Tsai, Y.-S., Gašević,…
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New Pub: Towards Collaborative Convergence: Quantifying Collaboration Quality with Automated Co-located Collaboration Analytics

New Pub: Towards Collaborative Convergence: Quantifying Collaboration Quality with Automated Co-located Collaboration Analytics

Conference, Conference, Event, Higher Education, Learning Design, Multimodal Learning Analytics, Publication
Collaboration is one of the four important 21st-century skills. With the pervasive use of sensors, interest on co-located collaboration (CC) has increased lately. Most related literature used the audio modality to detect indicators of collaboration (such as total speaking time and turn taking). CC takes place in physical spaces where group members share their social (i.e., non-verbal audio indicators like speaking time, gestures) and epistemic space (i.e., verbal audio indicators like the content of the conversation). Past literature has mostly focused on the social space to detect the quality of collaboration. In this study, we focus on both social and epistemic space with an emphasis on the epistemic space to understand different evolving collaboration patterns and collaborative convergence and quantify collaboration quality. We conduct field trials by collecting audio recordings…
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New Pub: Measuring Productivity in CSCL groups

New Pub: Measuring Productivity in CSCL groups

Assessment, Conference, Empirical Study, Higher Education, Learning Design, Publication
Computer-supported collaborative learning (CSCL) is a common pedagogical approach, in which groups of students work together digitally to engage in learning activities, solve problems, or create a shared artefact. CSCL is further interesting from a research standpoint, because different disciplines want to understand the processes and circumstances from which productive social interaction in online groups emerge to facilitate learning among group members. As such, group productivity is a central outcome to be considered in CSCL research. At the same time, the current literature does not provide a valid and reliable self-report instrument to measure group productivity.   [caption id="attachment_3914" align="alignleft" width="325"] Wright Map[/caption] [caption id="attachment_3915" align="alignleft" width="323"] Category probability curves with six (top) versus 5 (bottom) rating scale steps[/caption]                      …
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PhD defense: Measuring the Unmeasurable? Towards Automatic Co-located Collaboration Analytics

PhD defense: Measuring the Unmeasurable? Towards Automatic Co-located Collaboration Analytics

Artificial Intelligence, Book, Higher Education, Learning Analytics, Multimodal Learning Analytics, PhD defense, Press
Collaboration is one of the most important skills in the 21st century. Education, therefore, focuses on learning to cooperate, both in online and face-to-face settings. Learning Analytics is increasingly being used to analyse collaborations. Can face-to-face collaborations be analysed automatically by means of sensor technology? And what is the quality of the analyses generated by this? Sambit Praharaj developed a technical prototype to achieve automated collaboration analytics. On Friday 11 March 2022 at 1.30 pm Sambit defended his thesis 'Measuring the Unmeasurable? Towards Automatic Co-located Collaboration Analytics' at the Open University in Heerlen. Collaboration analytics using sensor technology Sambit Praharaj investigated the possibilities of automating collaboration analytics in face-to-face settings. He developed a prototype that measures the quality of collaboration. Praharaj also developed a dashboard that visualises the data and…
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AR4STEAM Meeting in Brussels: Successfull Ending of our Erasmus Plus Cooperation with Schools

AR4STEAM Meeting in Brussels: Successfull Ending of our Erasmus Plus Cooperation with Schools

Augmented Reality, Conference, Digitalisation, Event, Learning Analytics, Project, School
Today we gather in Brussels to celebrate the successful end of our 2,5 year collaboration on promoting Augmented Reality in STEM classes all over Europe. It has been our great pleasure to work on this EU project and to share a vision even in difficult times. #Schools #Science #STEM #Arts #Friendship #Europa #Europe #ErasmusPlus #Schools #AugmentedReality #Peace 
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Young Scientist member at Global Young Academy (2022-27)

Young Scientist member at Global Young Academy (2022-27)

Award, Press
An honour and privilege, Dr. Jane Yau joins the Global Young Academy as a Young Scientist member, starting in June 2022 and serving a five-year term. As a passionate and dedicated researcher in Mobile Learning and Educational Technologies since 2003, this membership gives Jane the opportunity to align her research efforts and collaboratively with the other members of the Academy to (1) help tackle the current global educational crisis with school closures; (2) bridge the digital, educational, and curriculum gaps and (3) support the development of young scientists into science leaders of the future. Jane’s vision for improving the state of the sciences/research and the situation of young scientists/scholars worldwide is: “There needs to be a more balanced proportion of young female and male scientists (under 20) to act as…
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zugehOERt Podcast 081: Learning Analytics und OER

zugehOERt Podcast 081: Learning Analytics und OER

Assessment, General education, Learning Analytics, Learning Design, Press, Webinar
Im Gespräch mit Susanne Grimm führt Ioana Jivet an das Thema Learning Analytics heran und geht auf dessen Mehrwert für Lehrende und Lernende auch im Hinblick auf eine mögliche Bedeutung für den größeren Nutzen von OER ein. Ioana Jivet ist seit 2021 assoziierte Wissenschaftlerin im EduTec-Team am DIPF. Als Postdoktorandin in der Einrichtung studiumdigitale der Goethe-Universität Frankfurt ist sie als Forschungskoordinatorin wissenschaftlicher Forschungsanteile der laufenden Projekte: HIKOF und IMPACT tätig. Im Rahmen des Hessen Hub – Netzwerk digitale Hochschullehre Hessen leitet sie das Schwerpunktthema Trusted Learning Analytics. Den Podcast hier anhören  
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Webinar: What happens when students get to choose indicators on customisable dashboards?

Webinar: What happens when students get to choose indicators on customisable dashboards?

Conference, Higher Education, Learning Analytics, Webinar
Learning analytics dashboards (LADs) are essentially feedback tools for learners. However, until recently, learners rarely have had a role in designing LADs, especially in deciding the information they would like to receive through such devices. Although learners might not always know what they need to self-manage their learning, we need to understand what type of feedback information and dashboard features they are likely to engage with and if, when, and how they use dashboards. To explore how LADs can better meet the needs of learners, we have embarked on two sets of studies aiming to understand students' information needs. In the first set of studies, we developed a customisable LAD for Coursera MOOCs on which learners can set goals and choose feedback indicators to monitor. We then analysed the learners'…
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New Pub: Are the World Health Organization’s Patient Safety Learning Objectives Still Up-to-Date

New Pub: Are the World Health Organization’s Patient Safety Learning Objectives Still Up-to-Date

Empirical Study, Higher Education, Journal, medical education, Open access, Publication
Ten-cluster map labeled with an MDS point map.In this article published in the Journal of Patient Safety the authors Lina Vogt, Slavi Stoyanov, Jochen Bergs, Hanna Schröder, Hendrik Drachsler, Martin Klasen and Saša Sopka investigate whether the overall topics and the specific learning objectives of the WHO Patient Safety Curriculum Guide are still applicable. They also examine what importance is attached to these and how difficult they are to achieve. Background The World Health Organization (WHO) Patient Safety Curriculum Guide defines learning objectives for patient safety. Current implementation in healthcare education is insufficient. Possible explanations may be obsolescence and/or a shift in needs. We investigated whether overarching topics and specific learning objectives of the WHO Patient Safety Curriculum Guide are still up-to-date, their attributed importance, and their perceived difficulty to…
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New Pub: Creative students in self-paced learning environments

New Pub: Creative students in self-paced learning environments

Empirical Study, Higher Education, Journal, Learning Design, Publication
Creativity is a 21st century skill that is increasingly seen as an important goal of educational systems. At the same time, not enough research has been done on students that are high on trait creativity, i.e. how to accommodate and foster this important individual difference in learning environments. In educational technology in particular, we know next to nothing about how to design learning environments for creative students vs less creative students. While there is a literature from cognitive psychology suggesting that learning environments should be highly structured and guided to avoid disorientation and overload in *all* students, there is an opposing literature stating that students in creative domains (e.g. art & music education) profit from rich and unorganized stimuli. These students flourish in environments that are complex and afford multiple…
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