TY - JOUR
T1 - Evaluating the Impact of FoLA
2 on Learning Analytics Knowledge Creation and Acceptance during the Co-Design of Learning Activities
AU - Schmitz, Marcel
AU - Scheffel, Maren
AU - Bemelmans, Roger
AU - Drachsler, Hendrik
PY - 2023
Y1 - 2023
N2 - Learning analytics offers opportunities to enhance the design of learning activities by providing information on the impact of different learning designs. Despite the availability of design methods that aim to facilitate the integration of learning analytics in learning design, there is a lack of research evaluating their effectiveness. This study aims to assess the effectiveness of the FoLA2 method. Sixty participants utilized the FoLA2 method to create fourteen learning activities in higher education settings. To measure the impact, participants completed a technology acceptance test both before and after each session. Additionally, the researchers analyzed audio recordings of the sessions using epistemic network analysis to gain insights into the discussions surrounding learning analytics and the design of enriched learning activities. The results of both the technology acceptance test and the epistemic network analysis indicated that the FoLA2 method effectively supports the integration of learning analytics during the design of learning activities.
AB - Learning analytics offers opportunities to enhance the design of learning activities by providing information on the impact of different learning designs. Despite the availability of design methods that aim to facilitate the integration of learning analytics in learning design, there is a lack of research evaluating their effectiveness. This study aims to assess the effectiveness of the FoLA2 method. Sixty participants utilized the FoLA2 method to create fourteen learning activities in higher education settings. To measure the impact, participants completed a technology acceptance test both before and after each session. Additionally, the researchers analyzed audio recordings of the sessions using epistemic network analysis to gain insights into the discussions surrounding learning analytics and the design of enriched learning activities. The results of both the technology acceptance test and the epistemic network analysis indicated that the FoLA2 method effectively supports the integration of learning analytics during the design of learning activities.
U2 - 10.55612/s-5002-055-001
DO - 10.55612/s-5002-055-001
M3 - Article
SN - 1826-9745
VL - 55
SP - 9
EP - 33
JO - Interaction Design and Architecture(s)
JF - Interaction Design and Architecture(s)
IS - 55
ER -