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Elyda Freitas; Fernando Fonseca; Vinicius Cardoso Garcia; Taciana Pontual Falcao; Elaine Marques; Dragan Gaševic; Rafael Ferreira Mello – Journal of Learning Analytics, 2024
Learning analytics (LA) adoption is a challenging task for higher education institutions (HEIs) since it involves different aspects of the academic environment, such as information technology infrastructure, human resource management, ethics, and pedagogical issues. Therefore, it is necessary to provide institutions with supporting instruments to…
Descriptors: Learning Analytics, Higher Education, Models, Program Implementation
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Tobias Alexander Bang Tretow-Fish; Md. Saifuddin Khalid – Electronic Journal of e-Learning, 2023
This research paper highlights and addresses the lack of a systematic review of the methods used to evaluate Learning Analytics (LA) and Learning Analytics Dashboards (LAD) of Adaptive Learning Platforms (ALPs) in the current literature. Addressing this gap, the authors built upon the work of Tretow-Fish and Khalid (2022) and analyzed 32 papers,…
Descriptors: Learning Analytics, Evaluation Methods, Usability, Design
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Broos, Tom; Hilliger, Isabel; Pérez-Sanagustín, Mar; Htun, Nyi-Nyi; Millecamp, Martijn; Pesántez-Cabrera, Paola; Solano-Quinde, Lizandro; Siguenza-Guzman, Lorena; Zuñiga-Prieto, Miguel; Verbert, Katrien; De Laet, Tinne – British Journal of Educational Technology, 2020
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…
Descriptors: Learning Analytics, Policy Formation, Educational Policy, Guidelines
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Rwitajit Majumdar; Huiyong Li; Yuanyuan Yang; Hiroaki Ogata – Educational Technology & Society, 2024
Self-direction skill (SDS) is an essential 21st-century skill that can help learners be independent and organized in their quest for knowledge acquisition. While some studies considered learners from higher education levels as the target audience, providing opportunities to start the SDS practice by K12 learners is still rare. Further, practicing…
Descriptors: 21st Century Skills, Skill Development, Electronic Learning, Physical Activity Level