New Pub: Connecting the dots – A literature review on learning analytics indicators from a learning design perspective

New Pub: Connecting the dots – A literature review on learning analytics indicators from a learning design perspective

Empirical Study, Higher Education, Journal, Learning Analytics, Learning Design, Lifelong Learning, Literature review, Open access, Publication, Self-Regulation, Special Issue, Target group
[caption id="attachment_4329" align="alignright" width="450"] Occurrences of the most commonly used learning analytic indicators over the past 10 years[/caption] Background: During the past decade, the increasingly heterogeneous field of learning analytics has been critiqued for an over-emphasis on data-driven approaches at the expense of paying attention to learning designs. Method and objective: In response to this critique, we investigated the role of learning design in learning analytics through a systematic literature review. 161 learning analytics (LA) articles were examined to identify indicators that were based on learning design events and their associated metrics. Through this research, we address two objectives. First, to achieve a better alignment between learning design and learning analytics by proposing a reference framework, where we present possible connections between learning analytics and learning design. Second, to present how…
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New Pub: Extending Social Presence Theory

New Pub: Extending Social Presence Theory

Empirical Study, Higher Education, Journal, Learning Design, Publication
In the area of online learning and distance education, social presence is considered a key concept to understand interpersonal processes that are mediated by technology. At the same time, theory surrounding social presence remains underdeveloped. For example, under which conditions is social presence particularly important? Do students always need high perceptions of social presence in their learning experiences? A strong theory should provide tentative answers to questions like these. Yet, as of now, our knowledge is mostly restricted to correlations coefficients between measures of social presence and outcome variables like satisfaction. Without further nuance, learning designers do not know under which circumstances they should prioritize designing for interpersonal aspects or instead focus on other aspects. To advance a more nuanced understanding of social presence, Joshua Weidlich, Derya Göksün, and Karel…
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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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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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New Pub: Einfluss von Lehr-Einstellungen und digitalen Kompetenzen auf die virtuelle Lehre

New Pub: Einfluss von Lehr-Einstellungen und digitalen Kompetenzen auf die virtuelle Lehre

Competence development, Empirical Study, Higher Education, Journal, Open access, Publication
Die Gestaltung und Durchführung virtueller Lehrveranstaltungen wird durch unter schiedliche Lehransätze der Hochschullehrenden sowie durch deren individuellen Kompetenzstand auf dem Feld digitaler (Lehr-)Kompetenzen beeinflusst. Der Bei trag stellt empirische Ergebnisse einer Studie vor, die zeigen, dass insbesondere ein studierendenzentrierter Lehransatz bei Gestaltung virtueller Lehre vorteilhaft ist und der Aufbau digitaler Kompetenzen einen Schlüssel für die gelingende Im plementierung digitaler Bildungsformate darstellt. Abschließend werden mögliche Folgerungen für mediendidaktische Qualifizierungsansätze diskutiert. The design and implementation of virtual courses are influenced by different teaching by different teaching approaches of university lecturers and by their individual level of competence in the field of digital (teaching) skills. This empirical results of a study, which show that in particular, a student-centred a student-centred approach to virtual teaching is particularly advantageous and that the development of digital competencies is a…
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New Pub: Social Presence: Conceptualization and Measurement

New Pub: Social Presence: Conceptualization and Measurement

Empirical Study, Journal, Literature review, Publication
Social presence is an important and well-established construct for learning scenarios that make use of online-based technology to mediate learning activities and communication among students. Researchers and practitioners refer to social presence to better understand the socio-emotional dimension of these learning scenarios and/or improve the quality of the experience. However, many researchers in the past have pointed to the shaky foundation that is the conceptualization and measurement of social presence. In other words, there is no agreement on what social presence actually *is* and, consequently, how it should be measured. This makes it difficult to cumulatively build on prior research, possibly explaining the conflicting findings and the rather slow progress this field of research has been making. Our publication in Educational Psychology Review, authored by Karel Kreijns, Kate Xu, and…
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#Hackathon Game Design – Agenda (29.-31.10.2021)

#Hackathon Game Design – Agenda (29.-31.10.2021)

Augmented Reality, Conference, Empirical Study, Higher Education, Project, Team, Workshop
Agenda HackathonHier findet ihr die Agenda für das #Hackathon Wochenende zu AR-Game Design. Alle wichtigen Links & Infos für das gesamte Wochenende werden Euch vorher per Mail zugeschickt. Tag 1 - Freitag 29.10.2021 (15:00-20:00 Uhr) 15 Uhr Beginn des Hackathons Willkommen Dana Kube & EduTec TeamLecture: Was ist eure Challenge? Wie nutzt man AR Games im MINT-Schulunterricht? (Ala Al-saleh)Tutorial: Spiele & Entwicklungsumgebung (Onur Karademir)16 Uhr Klärung Aufgabenstellung & Team-Sessions bis 20 Uhr 20 Uhr Drinks & Games Socializing Event bis ca. 22 Uhr Tag 2 - Samstag 30.10.2021 (ab 10:00 Uhr) 10 Uhr Welcome back - Dana Kube & EduTec Team10:15 Uhr Team-Sessions, 15:00 Uhr kurzes Feedback im Plenum ab 15 Uhr (bis open End) Fertigstellung der Spiele-(Ideen) & Vorbereitung der Präsentation Tag 3 - Sonntag 31.10.2021 (10:00-12:30 Uhr) 10 Uhr Welcome back - Dana…
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New Pub: An exploratory latent class analysis of student expectations towards learning analytics services

New Pub: An exploratory latent class analysis of student expectations towards learning analytics services

Empirical Study, Higher Education, Open access, Publication
For service implementations to be widely adopted, it is necessary for the expectations of the key stakeholders to be considered. Failure to do so may lead to services reflecting ideological gaps, which will inadvertently create dissatisfaction among its users. Learning analytics research has begun to recognise the importance of understanding the student perspective towards the services that could be potentially offered; however, student engagement remains low. Furthermore, there has been no attempt to explore whether students can be segmented into different groups based on their expectations towards learning analytics services. In doing so, it allows for a greater understanding of what is and is not expected from learning analytics services within a sample of students. The current exploratory work addresses this limitation by using the three-step approach to latent class…
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Best Paper award @LAK21 – Quantum of Choice

Best Paper award @LAK21 – Quantum of Choice

Award, Conference, Empirical Study, Higher Education, Learning Analytics, Open access, Publication
Learning analytics dashboards (LADs) are designed as feedback tools for learners, but until recently, learners rarely have had a say in how LADs are designed and what information they receive through LADs. To overcome this shortcoming, we have developed a customisable LAD for Coursera MOOCs on which learners can set goals and choose indicators to monitor. Following a mixed-methods approach, we analyse 401 learners’ indicator selection behaviour in order to understand the decisions they make on the LAD and whether learner goals and self-regulated learning skills influence these decisions. We found that learners overwhelmingly chose indicators about completed activities. Goals are not associated with indicator selection behaviour, while help-seeking skills predict learners’ choice of monitoring their engagement in discussions and time management skills predict learners’ interest in procrastination indicators. The…
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