TY - JOUR
T1 - Coordinating learning analytics policymaking and implementation at scale
AU - Broos, Tom
AU - Hilliger, Isabel
AU - Pérez-Sanagustín, Mar
AU - Htun, Nyi Nyi
AU - Millecamp, Martijn
AU - Pesántez-Cabrera, Paola
AU - Solano-Quinde, Lizandro
AU - Siguenza-Guzman, Lorena
AU - Zuñiga-Prieto, Miguel
AU - Verbert, Katrien
AU - De Laet, Tinne
N1 - Publisher Copyright:
© 2020 British Educational Research Association
PY - 2020/7/1
Y1 - 2020/7/1
N2 - Many Latin-American institutions recognise the potential of learning analytics (LA). However, the number of actual LA implementations at scale remains limited, notwithstanding considerable effort made to formulate guidelines and frameworks to support the LA policy development. Guidance on how to coordinate the interaction between the LA policymaking and implementation is mostly missing, leaving a difficult challenge up to practitioners. In this study we propose a coordination model to support future LA initiatives at scale. We explore the problem by comparing two cases in Belgium and Ecuador. Following up we use the LA implementation timeline as a driver for planning the interaction between the policymaking and implementation. We continue by testing an application of the model with LA experts predominantly from Latin-American institutions, asking them to map low-level items of the SHEILA policy framework to four implementation phases. The results of this mapping support that LA policy building can be spread over time, that it can coincide with LA implementation at scale, and that both efforts can be coordinated. It is hoped that this study will provide additional guidance for future Latin-American and other LA initiatives.
AB - Many Latin-American institutions recognise the potential of learning analytics (LA). However, the number of actual LA implementations at scale remains limited, notwithstanding considerable effort made to formulate guidelines and frameworks to support the LA policy development. Guidance on how to coordinate the interaction between the LA policymaking and implementation is mostly missing, leaving a difficult challenge up to practitioners. In this study we propose a coordination model to support future LA initiatives at scale. We explore the problem by comparing two cases in Belgium and Ecuador. Following up we use the LA implementation timeline as a driver for planning the interaction between the policymaking and implementation. We continue by testing an application of the model with LA experts predominantly from Latin-American institutions, asking them to map low-level items of the SHEILA policy framework to four implementation phases. The results of this mapping support that LA policy building can be spread over time, that it can coincide with LA implementation at scale, and that both efforts can be coordinated. It is hoped that this study will provide additional guidance for future Latin-American and other LA initiatives.
UR - https://publicaciones.ucuenca.edu.ec/ojs/index.php/medicina/article/view/3740/3213
U2 - 10.1111/bjet.12934
DO - 10.1111/bjet.12934
M3 - Artículo
AN - SCOPUS:85082948262
SN - 0007-1013
VL - 51
SP - 938
EP - 954
JO - British Journal of Educational Technology
JF - British Journal of Educational Technology
IS - 4
ER -