[publication] Examining the Digitization Level of First-Year Students at Graz University of Technology (Austria): Insights from a Digitization Index #tugraz #digitazation #index #digitalskill

Our conference paper, titled „Examining the Digitization Level of First-Year Students at Graz University of Technology (Austria): Insights from a Digitization Index„, at EDMedia and Innovative Learning 2023 conference in Vienna is published.

Abstract: The Educational Technology team at Graz University of Technology (TU Graz) tried to measure the degree of digitization among first-year students (n=1,029). To achieve this, a digitization index was constructed that incorporates various dimensions of digitization, including IT equipment, digital skills, and usage of digital applications for learning. The index is based on two existing studies, the German D21-Digital-Index and the Austrian DiKoS study. It was adapted to fit the context of first-year students at university. The study revealed an average digitization level among first-year students at TU Graz was 39.60 on a scale from 0 to 100. The analysis of specific groups indicated variations in the degree of digitization. Female students, students under 20 and over 25 years old, as well as those from natural sciences and mathematics fields exhibited lower levels of digitization compared to their counterparts. Furthermore, students who attended grammar school before university had lower digitization levels compared to those from higher vocational schools or secondary technical schools. Based on the digitization index, the students are classified into three groups: digital laggards, digital center, and digital leaders. Most first-year students fell into the digital center category, while a smaller proportion were identified as digital laggards or leaders. These groups differed in terms of their device ownership, digital skills, and usage of digital applications.

[publication @ ResearchGate]
[publication @ proceeding’s homepage]

Reference: Mair, B., Martin, E., Edelsbrunner, S., Nagler, W. & Schön, S. (2023). Examining the Digitization Level of First-Year Students at Graz University of Technology (Austria): Insights from a Digitization Index. In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 1128-1136). Vienna, Austria: Association for the Advancement of Computing in Education (AACE). Retrieved July 14, 2023 from https://www.learntechlib.org/primary/p/222629/.

[presentation] Examining the Digitization Level of First-Year Students at Graz University of Technology (Austria): Insights from a Digitization Index #tugraz #index #tel

We present our research about „Examining the Digitization Level of First-Year Students at Graz University of Technology (Austria): Insights from a Digitization Index“ at the EDMedia and Innovative Learning 2023 conference in Vienna. Here you can find the slides:

[slides @ ResearchGate]

[publication] Shaping learning analytics technology through human- centredness #learninganalytics #lak23 #research

We did a small contribution to the 4th International Workshop on Human-Centred Learning Analytics (HCLA) co-located with the 13th International Learning Analytics and Knowledge Conference (LAK2023) about our learning analytics efforts at Graz University of Technology. Our publication titled „Shaping learning analytics technology through human- centredness“ is now online availble, too

Abstract:
Learning Analytics (LA) researchers and practitioners are growing interested in applying human-centred design methods and techniques to design LA technology. This approach finds solutions by involving the perspectives of students, teachers, and other educational stakeholders in all process steps. It enables the creation of technology that resonates and is tailored to the end-users needs. The „Learning Analytics-Students in Focus“ project aims to support the learning and teaching process in the higher education context. Our interdisciplinary team focuses on LA technology that facilitates acquiring and developing students‘ self-regulated learning skills, such as goal setting, planning, monitoring progress, and reflecting. We embraced a Human-Centred Learning Analytics (HCLA) approach since the start of our project, and it helped us to understand students‘ points of view and needs and find solutions together. This article summarises the design process of a LA tool named Planner, which aims to support students in planning and monitoring coursework. We share our experience with various methods and techniques applied in our research and present insights about the benefits and limitations of the HCLA approach. Finally, we highlight how the HCLA approach helped to build a LA community at our university and promote trust towards LA.

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

Reference: Barreiros, C., Leitner, P., Ebner, M., Linstädt, S. (2023) Shaping learning analytics technology through human- centredness. In: Proceedings of 4th International Workshop on Human-Centred Learning Analytics (HCLA) co-located with the 13th International Learning Analytics and Knowledge Conference (LAK2023), Virtual, March 13, 2023

[publication] The ReDesign Canvas as a tool for the didactic-methodological redesign of courses and a case study #edil22 #tugraz

Our research, we presented at EdMedia + Innovate Learning 2022, about „The ReDesign Canvas as a tool for the didactic-methodological redesign of courses and a case study“ is now online available:

Abstract:
Initially, in March 2020, when COVID-19 forced conventional face-to-face to pure online teaching, didactic matters were only of secondary importance. At Graz University of Technology (TU Graz, Austria) both the support team for Educational Technology as well as the instructors were mostly concerned with solving technical challenges. Nevertheless, a special tool, the ReDesign Canvas, was available to support lecturers in their endeavor to also address the didactic aspects of their teaching systematically. The article presents the work of the Educational Technology team of TU Graz within the March 2020 COVID-19 crisis as well as the application of the canvas in a redesign of an exemplary lecture.

[full article @ conference homepage]
[draft @ ResearchGate]

Reference: Schön, S., Braun, C., Hohla, K., Mütze, A. & Ebner, M. (2022). The ReDesign Canvas as a tool for the didactic-methodological redesign of courses and a case study. In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 1048-1055). New York City, NY, United States: Association for the Advancement of Computing in Education (AACE). Retrieved July 13, 2022 from https://www.learntechlib.org/primary/p/221410/.

[presentation] Synergies between Open Education and Open Science: OER Development, Projects and Trends in Austria #OER #OEAA

Last year we gave a talk at the Open Education Conference about „Synergies between Open Education and Open Science: OER Development, Projects and Trends in Austria„. Find here our recorded talk:

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Reference: Ebner, Martin; Hackl, Claudia & Schön, Sandra (2021). Synergies between Open Education and Open Science: OER Development, Projects and Trends in Austria. Presentation at Open Education Week 2021, October 18-22, Recording: opened21.sched.com/event/moOv/synergies-between-open-education-and-open-science-oer-development-projects-and-trends-in-austria

[publication] Towards Trustworthy Learning Analytics Applications: An Interdisciplinary Approach Using the Example of Learning Diaries #LearningAnalytics #tugraz

Our poster/chapter about „Towards Trustworthy Learning Analytics Applications: An Interdisciplinary Approach Using the Example of Learning Diaries“ at HCII 2022 conference is published and available.

Abstract:
Learning analytics (LA) is an emerging field of science due to its great potential to better understand, support and improve the learning and teaching process. Many higher education institutions (HEIs) have already included LA in their digitalisation strategies. This process has been additionally accelerated during the COVID-19 pandemic when HEIs transitioned from face-2-face learning environments to hybrid and e-learning environments and entirely relied on technology to continue operating. Undoubtedly, there was never a time when so much student data was collected, analysed, and reported, which brings numerous ethical and data protection concerns to the forefront. For example, a critical issue when implementing LA is to determine which data should be processed to fulfil pedagogical purposes while making sure that LA is in line with ethical principles and data protection law, such as the European General Data Protection Regulation (GDPR). This article contributes to the discussion on how to design LA applications that are not only useful and innovative but also trustworthy and enable higher education learners to make data-informed decisions about their learning process. For that purpose, we first present the idea and methodology behind the development of our interdisciplinary Criteria Catalogue for trustworthy LA applications intended for students. The Criteria Catalogue is a new normative framework that supports students to assess the trustworthiness of LA applications. It consists of seven defined Core Areas (i.e., autonomy, protection, respect, non-discrimination, responsibility and accountability, transparency, and privacy and good data governance) and corresponding criteria and indicators. Next, we apply this normative framework to learning diaries as a specific LA application. Our goal is to demonstrate how ethical and legal aspects could be translated into specific recommendations and design implications that should accompany the whole lifecycle of LA applications.

[article @ book’s homepage]
[draft @ ResearchGate]

Reference: Veljanova, H., Barreiros, C., Gosch, N., Staudegger, E., Ebner, M., Lindstaedt, S. (2022). Towards Trustworthy Learning Analytics Applications: An Interdisciplinary Approach Using the Example of Learning Diaries. In: Stephanidis, C., Antona, M., Ntoa, S. (eds) HCI International 2022 Posters. HCII 2022. Communications in Computer and Information Science, vol 1582. Springer, Cham. https://doi.org/10.1007/978-3-031-06391-6_19

[publication] Strategien zu offenen Bildungsressourcen an österreichischen öffentlichen Universitäten #OER #gmw2022

Bei der GMW 2022 haben wir eine Publikation zu „Strategien zu offenen Bildungsressourcen an österreichischen öffentlichen Universitäten“ eingereicht, wo wir systematisch die Leistungsvereinbarungen der österreichischen Universitäten hinsichtlich OER untersucht haben.

Zusammenfassung:
Bezugnehmend auf eine Analyse der Rolle von offenen Bildungsressourcen (OER für „Open Educational Resources“) in den Leistungsvereinbarungen österreichischer öf- fentlicher Universitäten der Jahre 2019–2021 (Edelsbrunner, Ebner & Schön, 2021) werden in diesem Beitrag die Entwicklungen des vergangenen Jahres in Bezug zu OER und den Hochschulen in Österreich beschrieben. Zentral ist dabei die Analyse der neuen Leistungsvereinbarungen der 22 öffentlichen österreichischen Universitäten für die Periode 2022–2024 und der Nennung von OER-Aktivitäten. Dabei wird auf- gezeigt, dass nun alle öffentlichen Universitäten OER in den Leistungsvereinbarungen erwähnen, 16 der 22 Universitäten planen sogar weitreichende OER-Aktivitäten. Auch haben weitere Hochschulen OER-Strategien veröffentlicht.

[Artikel @ ResearchGate]
[Tagungsband]

Zitation: Edelsbrunner, S., Ebner, M., Schön, S. (2022) Strategien zu offenen Bildungsressourcen an österreichischen Hochschulen. In: Digitale Lehre nachhaltig gestalten, Standl B. (ed.), S. 209-214, Waxmann Verlag. ISBN 978-3-8309-4633-5