TY - GEN
T1 - Learning by Reviewing Paper-Based Programming Assessments
AU - Paredes, Yancy Vance
AU - Azcona, David
AU - Hsiao, Ihan
AU - Smeaton, Alan
N1 - Publisher Copyright:
© 2018, Springer Nature Switzerland AG.
PY - 2018
Y1 - 2018
N2 - This paper presents a retrospective analysis of students’ use of self-regulated learning strategies while using an educational technology that connects physical and digital learning spaces. A classroom study was carried out in a Data Structures & Algorithms course offered by the School of Computer Science. Students’ reviewing behaviors were logged and the associated learning impacts were analyzed by monitoring their progress throughout the course. The study confirmed that students who had an improvement in their performance spent more time and effort reviewing formal assessments, particularly their mistakes. These students also demonstrated consistency in their reviewing behavior throughout the semester. In contrast, students who fell behind in class ineffectively reviewed their graded assessments by focusing mostly on what they already knew instead of their knowledge misconceptions.
AB - This paper presents a retrospective analysis of students’ use of self-regulated learning strategies while using an educational technology that connects physical and digital learning spaces. A classroom study was carried out in a Data Structures & Algorithms course offered by the School of Computer Science. Students’ reviewing behaviors were logged and the associated learning impacts were analyzed by monitoring their progress throughout the course. The study confirmed that students who had an improvement in their performance spent more time and effort reviewing formal assessments, particularly their mistakes. These students also demonstrated consistency in their reviewing behavior throughout the semester. In contrast, students who fell behind in class ineffectively reviewed their graded assessments by focusing mostly on what they already knew instead of their knowledge misconceptions.
KW - Behavioral analytics
KW - Educational data mining
KW - Educational technology
KW - Programming learning
KW - Reviewing behavior
UR - http://www.scopus.com/inward/record.url?scp=85053187260&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85053187260&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-98572-5_39
DO - 10.1007/978-3-319-98572-5_39
M3 - Conference contribution
AN - SCOPUS:85053187260
SN - 9783319985718
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 510
EP - 523
BT - Lifelong Technology-Enhanced Learning - 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Proceedings
A2 - Elferink, Raymond
A2 - Drachsler, Hendrik
A2 - Pammer-Schindler, Viktoria
A2 - Perez-Sanagustin, Mar
A2 - Scheffel, Maren
PB - Springer Verlag
T2 - 13th European Conference on Technology Enhanced Learning, EC-TEL 2018
Y2 - 3 September 2018 through 6 September 2018
ER -