[publication] Learning Analytics als Instrument für wirkmächtige Mediendidaktik – 10 Jahre Erfahrung im Forschungsfeld #tugraz

In einem kurzen Beitrag zu „Learning Analytics als Instrument für wirkmächtige Mediendidaktik – 10 Jahre Erfahrung im Forschungsfeld“ konnte ich im Buch „Didaktik in einer Kultur der Digitalität“ unsere Erfahrungen darlegen:

Der Beitrag beschäftigt sich mit Learning-Analytics-Applikationen als Werkzeug für Lernenden und Lehrende. Dabei wird in die Begrifflichkeit eingeleitet, um ein gemeinsames Verständnis zu schaffen und danach entlang von umgesetzten und in der Praxis erprobten Beispielen bisher Erkenntnisse herausgearbeitet. Die Erfahrungen stützen sich dabei primär aus zwei Anwendungsbereichen in den Unterrichtsfächern Mathematik und Deutsch. In der abschließenden Diskussion werden die Herausforderungen und Ziele von Learning Analytics besprochen, die in den dafür nötigen Kompetenzen der Lehrenden münden, um im Sinne einer wirkungsmächtigen Mediendidaktik diese gezielt einsetzen zu können.

[Vorabversion @ ReserachGate]

Zitation: Ebner, M. (2023) Learning Analytics als Instrument für wirkmächtige Mediendidaktik – 10 Jahre Erfahrung im Forschungsfeld. In: Didaktik in einer Kultur der Digitalität. Brandhofer, G. & Wiesner, C. (Hrsg.). Verlag Julius Klinkhardt GmbH & Co. KG. S. 163 – 176. ISBN 9783781526037

[publication] Analysis of Students’ Behavior Watching iMooX Courses with Interactive Elements #mooc

We published an article about „Analysis of Students’ Behavior Watching iMooX Courses with Interactive Elements“ in the iJET-Journal:

Abstract:
Digital learning technologies are becoming increasingly important for our modern educational system. In addition to teaching methods that incorporate interactivity, these approaches benefit students’ overall learning experience and success by enhancing their attention and fostering a positive attitude towards the learning content being presented. Interactivity comes in various forms, and while a combination of distinct activities is beneficial, some are more effective at engaging students. Using digital technologies in an educational environment opens up new possibilities for students, teachers, and researchers. It provides new insights into learning behavior and enables the collection of interaction information. This data could, for example, show how often a video was paused or at what point students lost interest and left, but gaining such knowledge requires further processing. The use of visualizations that depict behavior, such as the change of attention over time, can be an effective way to present extracted information. Therefore, our research focuses on developing an application that enables us to generate various visualizations from the collected data. A single command-line input will be sufficient to create them. Furthermore, a video course was created from which we collected behavioral data. Our results aim to showcase the benefits of interactivity, and that the created figures can be used for data evaluation verifies the versatility of the generated visualizations

[full article @ journal’s homepage]
[full article @ ResearchGate]

Reference: Dohr, D., Wachtler, J., & Ebner, M. (2023). Analysis of Students’ Behavior Watching iMooX Courses with Interactive Elements. International Journal of Emerging Technologies in Learning (iJET), 18(24), pp. 4–18. https://doi.org/10.3991/ijet.v18i24.46455

[publication] Impact Assessment of a MOOC Platform Considerations, Development, and Results #imoox #emoocs

Our contribution on „Impact Assessment of a MOOC Platform Considerations, Development, and Results“ was published at EMOOCs 2023 conference.

Abstract:
In 2020, the project „iMooX-The MOOC Platform as a Service for all Austrian Universities“ was launched. It is co-financed by the Austrian Ministry of Education, Science and Research. After half of the funding period, the project management wants to assess and share results and outcomes but also address (potential) additional „impacts“ of the MOOC platform. Building upon work on OER impact assessment, this contribution describes in detail how the specific iMooX.at approach of impact measurement was developed. Literature review, stakeholder analysis, and problem-based interviews were the base for developing a questionnaire addressing the defined key stakeholder „MOOC creators“. The article also presents the survey results in English for the first time but focuses more on the development, strengths, and weaknesses of the selected methods. The article is seen as a contribution to the further development of impact assessment for MOOC platforms.

[full article @ ResearchGate]

Reference: Ebner, M., Edelsbrunner, S., Hohla-Sejkora, K., Mair, B., Schön. S., Lipp, S., Steinkellner, I., Stojcevic, I. & Zwiauer, C. (2023) Impact Assessment of a MOOC Platform Considerations, Development, and Results. EMOOCs 2023, 171-186 [.pdf]

[publication] A Metastandard for the International Exchange of MOOCs – The MOOChub as First Prototype #imoox #moochub #emoocs

Our contribution about „A Metastandard for the International Exchange of MOOCs – The MOOChub as First Prototype“ for the EMOOCs 2023 was published.

Abstract:
The MOOChub is a joined web-based catalog of all relevant German and Austrian MOOC platforms that lists well over 750 Massive Open Online Courses (MOOCs). Automatically building such a catalog requires that all partners describe and publicly offer the metadata of their courses in the same way. The paper at hand presents the genesis of the idea to establish a common metadata standard and the story of its subsequent development. The result of this effort is, first, an open-licensed de-facto-standard, which is based on existing commonly used standards and second, a first prototypical platform that is using this standard: the MOOChub, which lists all courses of the involved partners. This catalog is searchable and provides a more comprehensive overview of basically all MOOCs that are offered by German and Austrian MOOC platforms. Finally, the upcoming developments to further optimize the catalog and the metadata standard are reported.

[full article @ ResearchGate]

Reference: Staubitz, T., Serth, S., Max, T., Ebner, M., Koschutnig-Ebner, M., Rampelt, F., von Stellen, A. & Wittke, A. (2023) A Metastandard for the International Exchange of MOOCs – The MOOChub as First Prototype. EMOOCs 2023, 147-161 [.pdf]

[publication] Role of MOOCs and Imoox for Austrian Universities Analysis of Performance Agreements and Activities at imoox #imoox #emoocs

We did a publication about „Role of MOOCs and Imoox for Austrian Universities Analysis of Performance Agreements and Activities at imoox“ for the EMOOCS 2023 conference.

Abstract:
This research paper provides an overview of the current state of MOOCs (massive open online courses) and universities in Austria, focusing on the national MOOC platform iMooX.at. The study begins by presenting the results of an analysis of the performance agreements of 22 Austrian public universities for the period 2022-2024, with a specific focus on the mention of MOOC activities and iMooX. The authors find that 12 of 22 (55 %) Austrian public universities use at least one of these terms, indicating a growing interest in MOOCs and online learning. Additionally, the authors analyze internal documentation data to share insights into how many universities in Austria have produced and/or used a MOOC on the iMooX platform since its launch in 2014. These findings provide a valuable measure of the current usage and monitoring of MOOCs and iMooX among Austrian higher education institutions. Overall, this research contributes to a better understanding of the current state of MOOCs and their integration within Austrian higher education.

[full paper @ ResearchGate]

Reference: Ebner, M., Edelsbrunner, S., Hohla-Sejkora, K., Lipp, S., & Schön. S. (2023) Role of MOOCs and Imoox for Austrian Universities. EMOOCs 2023, 77-94 [.pdf]

Unite! pioneers open science and multilingual OER courses #oer #unite

I am happy to announce that we are currently working on another exciting OER-Project for our university alliace UNITE!:

In the fast-evolving landscape of higher education, the convergence of Open Science and Open Educational Resources (OER) is proving to be a transformative force. Unite! is taking a bold step forward by adopting the UNESCO recommendations on OER and Open Science to enhance the quality and accessibility of education.

In principle we are developing a multilingual OER-course for all partners and we will provide it as a MOOC @ imoox.at

Find more information at the UNITE! website or just register for the course right here [Registration page]

But before just watch our trailer:

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[publication] Learning with Videos and Quiz Attempts: Explorative Insights into Behavior and Patterns of MOOC Participants #imoox #video #hcii

Our publication about „Learning with Videos and Quiz Attempts: Explorative Insights into Behavior and Patterns of MOOC Participants“ for the HCII 2023 conference got published:

Abstract:
Many MOOCs use units with videos and quizzes, where a successful attempt after several tries is the basis for a MOOC certificate. A first in-depth analysis of quiz behavior within a MOOC at the Austrian MOOC platform iMooX.at had shown several quiz attempts patterns (Mair et al. 2022). As a next step, the researchers now collected details on video watching within a new edition of the same MOOC and therefore could combine data on quiz and video behavior. This analysis shows similar distribution of the quiz attempt patterns as in our first analysis. Additionally, the analysis indicates that learners who completed more quiz attempts than needed for full point results or passing have a higher average video watching time than learners who only made attempts until reaching a full score or passing.KeywordsMOOC; quiz behaviorVideo behaviorLearningLearning analytics

[full paper @ publisher’s homepage]
[draft @ ResearchGate]

Reference: Mair, B., Schön, S., Ebner, M., Edelsbrunner, S., Leitner, P. (2023). Learning with Videos and Quiz Attempts: Explorative Insights into Behavior and Patterns of MOOC Participants. In: Zaphiris, P., Ioannou, A. (eds) Learning and Collaboration Technologies. HCII 2023. Lecture Notes in Computer Science, vol 14040. Springer, Cham. https://doi.org/10.1007/978-3-031-34411-4_22

[presentation] The use of programming tasks in interactive videos to increase learning effectiveness at MOOCs #master #tugraz #imoox #video

Michale did his masterthesis about „The use of programming tasks in interactive videos to increase learning effectiveness at MOOCs“ and here you can find his slides of the successful defense:

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[presentation] Exploring the Utilization of Online Resources and Experiences in Language Learning – A Study of Indonesian Students Learning German as a Foreign Language #edil23 #language #OER #learning

Our research together with the University of Malang about „Exploring the Utilization of Online Resources and Experiences in Language Learning – A Study of Indonesian Students Learning German as a Foreign Language“ at the EDMedia and Innovative Learning 2023 conference in Vienna is now online available – here you can find the slides:

[slides @ ResearchGate]

[publication] Die Wirkung von MOOCs und iMooX.at aus Sicht von Kursersteller:innen #zfhe #tugraz #research #imoox #mooc

Im Rahmen der Sonderausgabe zu Digitalisierung der Hochschullehre – Projekte österreichischer Hochschulen 2020–2024 haben wir einen Beitrag über iMooX.at erstellt mit dem Titel „Die Wirkung von MOOCs und iMooX.at aus Sicht von Kursersteller:innen“

Zusammenfassung:
iMooX.at wird im Rahmen des Projekts „MooX – Die MOOC-Plattform als Service für alle österreichischen Universitäten“ (2020–2023) als nationale Plattform für Hochschulen ausgebaut. Im Beitrag werden bisherige Ergebnisse und Wirkungen des Projekts dargestellt. So wurden bereits 70 MOOCs durchgeführt (geplant waren 33). In problemzentrierten Interviews mit fünf Kursersteller:innen wurden zudem Wirkungen von MOOCs und iMooX.at als Plattform gesammelt. Kursersteller:innen bestätigen in einer Online-Befragung (n=17) im hohen Maße, dass iMooX.at zur Verbreitung von OER beiträgt und positive Wirkungen für unterschiedliche Gruppen hat.

[Beitrag @ Zeitschrift für Hoschulentwicklung]
[Beitrag @ ResearchGate]

Referenz: Ebner, M., Edelsbrunner, S., Haas, M., Hohla-Sejkora, K., Leitner, P., Lipp, S., Mair, B., Schön, S., Steinkellner, I., Stojevic, I., & Zwiauer, C. (2023). Die Wirkung von MOOCs und iMooX.at aus Sicht von Kursersteller:innen. Zeitschrift für Hochschulentwicklung , 18, 51-76. https://doi.org/10.3217/zfhe-SH-HL/04