TY  - JOUR
A1  - Khaneboubi, Mehdi
A2  - Meinel, Christoph
A2  - Schweiger, Stefanie
A2  - Staubitz, Thomas
A2  - Conrad, Robert
A2  - Alario Hoyos, Carlos
A2  - Ebner, Martin
A2  - Sancassani, Susanna
A2  - Żur, Agnieszka
A2  - Friedl, Christian
A2  - Halawa, Sherif
A2  - Gamage, Dilrukshi
A2  - Scott, Jeffrey
A2  - Kristine Jonson Carlon, May
A2  - Deville, Yves
A2  - Gaebel, Michael
A2  - Delgado Kloos, Carlos
A2  - von Schmieden, Karen
T1  - Visualizing students flows to monitor persistence
T2  - EMOOCs 2023 : Post-Covid Prospects for Massive Open Online Courses - Boost or Backlash?
N2  - Founded in 2013, OpenClassrooms is a French online learning company that offers both paid courses and free MOOCs on a wide range of topics, including computer science and education. In 2021, in partnership with the EDA research unit, OpenClassrooms shared a database to solve the problem of how to increase persistence in their paid courses, which consist of a series of MOOCs and human mentoring. Our statistical analysis aims to identify reasons for dropouts that are due to the course design rather than demographic predictors or external factors.We aim to identify at-risk students, i.e. those who are on the verge of dropping out at a specific moment. To achieve this, we use learning analytics to characterize student behavior. We conducted data analysis on a sample of data related to the “Web Designers” and “Instructional Design” courses. By visualizing the student flow and constructing speed and acceleration predictors, we can identify which parts of the course need to be calibrated and when particular attention should be paid to these at-risk students.
KW  - Digitale Bildung
KW  - Kursdesign
KW  - MOOC
KW  - Micro Degree
KW  - Online-Lehre
KW  - Onlinekurs
KW  - Onlinekurs-Produktion
KW  - digital education
KW  - e-learning
KW  - micro degree
KW  - micro-credential
KW  - online course creation
KW  - online course design
KW  - online teaching
Y1  - 2023
UR  - https://publishup.uni-potsdam.de/frontdoor/index/index/docId/62390
UR  - https://nbn-resolving.org/urn:nbn:de:kobv:517-opus4-623906
SP  - 121
EP  - 131
PB  - Universitätsverlag Potsdam
CY  - Potsdam
ER  -