Humboldt-Universität zu Berlin - Mathematisch-Naturwissenschaftliche Fakultät - Didaktik der Informatik | Informatik und Gesellschaft

Dr. Clara Schumacher

                                                                                                 

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Clara Schumacher is project lead of the HU subprojects in the joint BMBF-funded project IMPACT. Clara is speaker of the GI working group "Learning Analytics". She joined the CSES research group in April 2020 as a postdoctoral researcher in the project LA-DIVA in cooperation with the FernUniversität in Hagen. 
Prior, Clara was a research assistant and completed her doctorate at the chair of Learning, Design, and Technology (Prof. Dr. Dirk Ifenthaler) at the University of Mannheim. She collaborated in projects in the domain of school development and evidence-based implementation of learning analytics in higher education. Her research focuses on learning analytics with emphasize on self-regulated learning, informal learning, collaboration, assessment and feedback. Clara holds a diploma in educational science, with minor in psychology, adult education, and work-psychology.

 

 

            

 

            

 

Veröffentlichungen

Journal Articles by C. Schumacher


D. Ifenthaler and C. Schumacher
Reciprocal issues of artificial and human intelligence in education
Journal of Research on Technology in Education, 55(1), 1-6, 2023
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D. Ifenthaler and C. Schumacher
Student perceptions of privacy principles for learning analytics
Educational Technology Research and Development, 64(5), 923-938, 2016
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D. Ifenthaler and C. Schumacher
Learning Analytics im Hochschulkontext
WiSt-Wirtschaftswissenschaftliches Studium, 45(4), 172-177, 2016
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Conference Papers


S. Rüdian, C. Schumacher, M. Hanses, J. Kuzilek, and N. Pinkwart
Rule-based and prediction-based computer-generated Feedback in Online Courses
IEEE International Conference on Advanced Learning Technologies (ICALT), 2024
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S. Rüdian, C. Schumacher, and N. Pinkwart
Computer-Generated formative Feedback using pre-selected Text Snippets
International Conference on Learning Analytics and Knowledge, Arlington, TX, USA, 13-03-2023, 13, 129-131, 2023
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C. Schumacher and J. Kuzilek
How do students perceive algorithmic grouping in higher education? [Poster presentation]
Conference on Learning Analytics and Knowledge, Virtual Conference, 24-03-2022, 2022
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C. Schumacher and J. Kuzilek
Perfect match? Investigating students’ perceptions about algorithmic grouping in higher education
Paper presented at the AECT International Convention, Columbus, OH, USA, 04-11-2021, 2021
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C. Schumacher and D. Ifenthaler
Tell me more! Students’ perceptions about learning analytics feedback
Paper presented at the AECT International Convention, Columbus, OH, USA, 04-11-2021, 2021
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C. Schumacher and D. Ifenthaler
Wahrnehmung Studierender von Learning Analytics Feedback: Verständnis und Lernverhalten
Paper presented at the 18. Tagung der Fachgruppe Pädagogische Psychologie (PAEPSY), Heidelberg, BW, Germany & Virtuell, 15-09-2021, 2021
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C. Schumacher and D. Ifenthaler
Investigating students’ perceived benefits of system- vs. teacher-based learning analytics feedback
Paper presented at the EARLI 2021 Conference, Virtual Conference, 23-08-2021, 2021
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D. Ifenthaler, M. Sahin, and C. Schumacher
How emotional dispositions influence the online learning behaviour
Paper presented at the EARLI Conference, Virtual Conference, 23-08-2021, 2021
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D. Ifenthaler, C. Schumacher, and M. Sahin
System-based or teacher-based learning analytics feedback – what works best?
Paper presented at the 21th IEEE International Conference on Advanced Learning Technologies (ICALT 2021), Virtual Conference, 12-07-2021., 2021
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C. Schumacher and J. Kuzilek
Student perspectives on automatic grouping in higher education
Paper presented at the Junges Forum für Medien und Hochschulentwicklung, Virtual Conference, 09-06-2021, 2021
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C. Schumacher and D. Ifenthaler
Investigating students’ perceptions of system- vs. teacher-based learning analytics feedback
Paper presented at the AERA Annual Meeting, Virtual Conference, 09-04-2021, 2021
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C. Schumacher, D. Ifenthaler, J. Schultheis, and C. Aprea
The use of adaptive prompts to support students’ learning in a digital learning environment
Paper presented at the AECT International Convention, Virtual Conference, 07-11-2020, 2020
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J. Delcker, M. Roll, C. Schumacher, and D. Ifenthaler
Educational Data Literacy of K-12 teachers and pre-service teachers
Paper presented at the AECT International Convention, Virtual Conference, 02-11-2020, 2020
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C. Schumacher, J. Schultheis, C. Aprea, and D. Ifenthaler
Using adaptive prompts to support students’ financial literacy.
Paper presented at the AERA Annual Meeting, San Francisco, CA, 19-04-2020, 2020
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D. Ifenthaler, C. Schumacher, D. Kim, P. Muljana, M. Zhu, and A. Tawfik
Learning Analytics: Intersections with ID, research, and practice
Panel presented at the AECT International Convention, Las Vegas, NV, USA, 22-10-2019, 2019
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C. Schumacher and D. Ifenthaler
Why trace data fail to inform learning outcomes
Paper presented at the AECT International Convention, Las Vegas, NV, USA, 22-10-2019, 2019
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C. Schumacher, J. Schultheis, C. Aprea, and D. Ifenthaler
Einsatz von Prompts im Kontext ökonomischer Bildung am Beispiel der Altersvorsorge
Paper presented at the Jahrestagung der Sektion Berufs- und Wirtschaftspädagogik 2019, Graz, ST, Austria, 25-09-2019, 2019
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C. Schumacher and D. Ifenthaler
When prompts do not support learning outcomes and learning analytics fail to provide useful information
Paper presented at the EARLI 2019 Conference, Aachen, NRW, Germany, 12-08-2019, 2019
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C. Schumacher, J. Tai, D. Boud, and D. Ifenthaler
Investigating and improving students’ feedback literacy using trace data for writing assignments
Paper presented at the EARLI 2019 Conference, Aachen, NRW, Germany, 12-08-2019, 2019
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C. Schumacher and D. Ifenthaler
Investigating self-regulated learning prompts using learning analytics
Paper presented at the AERA Annual Meeting, Toronto, ON, Canada, 05-04-2019, 2019
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C. Schumacher, D. Ifenthaler, and D. Schön
Toward evidence-based implementation of a learning analytics system
Paper presented at the AECT International Convention, Kansas City, MO, USA, 25-10-2018, 2018
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J. Delcker, M. Roll, C. Schumacher, and D. Ifenthaler
Pre-service teachers perceptions of ICT in school development
Paper presented at the AECT International Convention, Kansas City, MO, USA, 25-10-2018, 2018
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C. Schumacher, D. Klasen, and D. Ifenthaler
Evidenzbasierte Implementation eines Learning Analytics Dashboards in ein bestehendes Lernmanagementsystem
D. Schiffner (Ed.), Proceedings of DeLFI and GMW Workshops 2018. CEUR Workshop Proceedings 2250, 2018
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C. Schumacher, D. Ifenthaler, and D. Schön
Implementation of the learning analytics system LeAP - Integrating pedagogical and technical perspectives.
Paper presented at the Innovations in Education: Challenges and Opportunities of Digitization Research Workshop, Tallinn, Estonia, 15-05-2018, 2018
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D. Schön and C. Schumacher
Learning analytics profiles. Learning analytics in university environments
Paper presented at the 2nd German Learning Analytics Summer Institute, Mannheim, Germany, 08-05-2018, 2018
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C. Schumacher and D. Ifenthaler
Why learning analytics need to care for motivational dispositions of students
Paper presented at the AERA Annual Meeting, New York, NY, USA, 13-04-2018, 2018
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C. Schumacher and D. Ifenthaler
Einstellung Studierender zu Datenschutz in Learning Analytics
C. Ullrich, & M. Wessen (Eds.), Proceedings of DeLFI and GMW Workshops 2017. CEUR Workshop Proceedings 2092, CEUR-WS.org 2018, 2017
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C. Schumacher and D. Ifenthaler
Taking account of learners' motivation when designing learning analytics systems
Paper presented at the AECT International Convention, Jacksonville, FL, USA, 07-11-2017, 2017
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C. Schumacher and D. Ifenthaler
Learning Analytics Features Self-regulated Learners Prefer for Learning
Poster presented at the EARLI 2017 Conference, Tampere, Finnland, 01-09-2017, 2017
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C. Schumacher and D. Ifenthaler
Students’ expectations of learning analytics features
Paper presented at the AERA Annual Meeting, San Antonio, TX, USA, 27-04-2017, 2017
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C. Schumacher
Cognitive, metacognitive and motivational perspectives on learning analytics
Paper presented at the 1st German Learning Analytics Summer Institute, Berlin, Germany, 06-04-2017, 2017
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J. Delcker, C. Schumacher, and D. Ifenthaler
App Smashing mit Tablets im Unterricht.
Paper presented at the Frühjahrstagung 2017 Sektion Medienpädagogik der DGFE, Mainz, RP, Germany, 09-03-2017, 2017
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C. Schumacher and D. Ifenthaler
Features students really expect from learning analytics
Paper presented at the CELDA Conference, Mannheim, BW, Germany, 30-10-2016, 2016
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C. Schumacher and D. Ifenthaler
Privacy issues limit the benefits of learning analytics.
Paper presented at the AECT International Convention, Las Vegas, NV, USA, 19-10-2016, 2016
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D. Ifenthaler and C. Schumacher
Student perceptions of privacy principles for learning analytics
Paper presented the AERA Annual Meeting, Washington, DC, USA, 12-04-2016, 2016
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C. Schumacher and D. Ifenthaler
Datenschutz in Learning Analytics Anwendungen--Einschätzungen Studierender
Poster presented at the DGfE-Kongress, Kassel, HE, Germany, 13-03-2016, 2016
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D. Ifenthaler and C. Schumacher
Divulging Personal Information within Learning Analytics Systems.
Paper presented at the CELDA Conference, Maynooth, KE, Ireland, 24-10-2015, 2015
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Book Chapters


W. Sun, C. Schumacher, L. Chen, and N. Pinkwart
What Do MOOC Dashboards Present to Learners?
Visualizations and Dashboards for Learning Analytics, Springer, 2021
DOI, RIS, BibTex
D. Ifenthaler and C. Schumacher
Releasing personal information within learning analytics systems
Learning Technologies for Transforming Large-Scale Teaching, Learning, and Assessment, Springer, 2019
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D. Ifenthaler and C. Schumacher
Connectivism
The SAGE encyclopedia of online education, SAGE Publications, 2016
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D. Ifenthaler and C. Schumacher
Udacity
The SAGE encyclopedia of online education, Sage Publications, 2016
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Theses