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Journal Articles by C. Schumacher

D. Ifenthaler, C. Schumacher, and J. Kuzilek
Investigating students' use of self-assessments in higher education using learning analytics
Journal of Computer Assisted Learning, 2022
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C. Schumacher and D. Ifenthaler
Investigating prompts for supporting students' self-regulation - A remaining challenge for learning analytics approaches?
The Internet and Higher Education, 49, 100791, 2021
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C. Schumacher and D. Ifenthaler
The importance of students' motivational dispositions for designing learning analytics
Journal of Computing in Higher Education, 30(3), 599-619, 2018
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C. Schumacher and D. Ifenthaler
Features students really expect from learning analytics
Computers in Human Behavior, 78, 397-407, 2018
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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

C. Schumacher, J. Kuzilek, and D. Ifenthaler
Making use of learning analytics for assessment: student’s engagement with self-assessments in digital learning environments [Paper presentation].
AECT International Convention, Las Vegas, NV, USA, 24-10-2022, 2022
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C. Schumacher and D. Ifenthaler
Support my learning: Which learning analytics feedback works best? [Paper presentation]
AECT International Convention, Las Vegas, NV, USA, 24-10-2022, 2022
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C. Schumacher, J. Kuzilek, and D. Ifenthaler
Investigating students' use of online formative self-assessments in higher education using learning analytics [Paper presentation]
AERA Annual Meeting, San Diego, CA, USA, 21-04-2022, 2022
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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, N. Reich-Stiebert, J. Kuzilek, M. Burchart, J. Raimann, J.-B. Voltmer, and S. Stürmer
Group perceptions vs. group reality: Exploring the fit of self-report and log file data in the process of collaboration.
Poster presented at the Conference on Learning Analytics and Knowledge, Virtual Conference, 15-04-2021, 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 and D. Ifenthaler
Pilotierung einer Webanwendung zur Unterstützung von Schulen bei der Medienentwicklungsplanung.
Paper presented at the AEPF, Münster, NRW, Germany, 15-09-2019, 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, D. Schön, and D. Ifenthaler
Implementing learning analytics features: At the intersection of pedagogical and information technological perspectives.
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
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C. Schumacher
Linking assessment and learning analytics to support learning processes in higher education
Learning, Design, and Technology, Springer, 2020
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C. Schumacher, D. Klasen, and D. Ifenthaler
Implementation of a learning analytics system in a productive higher education environment
Emerging trends in learning analytics, Brill Sense, 2019
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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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C. Schumacher
Supporting informal workplace learning through analytics
Digital Workplace Learning, Springer, 2018
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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

C. Schumacher
Cognitive, metacognitive and motivational perspectives on Learning Analytics: Synthesizing self-regulated learning, assessment, and feedback with Learning Analytics
2019
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