Publication Date
| In 2025 | 0 |
| Since 2024 | 1 |
| Since 2021 (last 5 years) | 4 |
| Since 2016 (last 10 years) | 4 |
| Since 2006 (last 20 years) | 5 |
Descriptor
Source
| International Association for… | 2 |
| Educational Technology… | 1 |
| Grantee Submission | 1 |
| Interactive Learning… | 1 |
Author
| Antonenko, Pavlo | 1 |
| Baiser, Benjamin | 1 |
| Baker, Ryan S. J. d. | 1 |
| Dawson, Kara | 1 |
| Gobert, Janice | 1 |
| Hershkovitz, Arnon | 1 |
| Huggins-Manley, Anne Corinne | 1 |
| Ifenthaler, Dirk, Ed. | 1 |
| Isaías, Pedro, Ed. | 1 |
| Jia Hao | 1 |
| Jianhou Gan | 1 |
| More ▼ | |
Publication Type
| Reports - Research | 4 |
| Journal Articles | 2 |
| Collected Works - Proceedings | 1 |
| Speeches/Meeting Papers | 1 |
Education Level
Audience
Laws, Policies, & Programs
Assessments and Surveys
| Motivated Strategies for… | 1 |
| Patterns of Adaptive Learning… | 1 |
What Works Clearinghouse Rating
MOOC Performance Prediction and Analysis via Bayesian Network and Maslow's Hierarchical Needs Theory
Peer reviewed
Direct linkLuyu Zhu; Jia Hao; Jianhou Gan – Interactive Learning Environments, 2024
Nowadays, Massive Open Online Courses (MOOC) has been gradually accepted by the public as a new type of education and teaching method. However, due to the lack of timely intervention and guidance from educators, learners' performance is not as effective as it could be. To address this problem, predicting MOOC learners' performance and providing…
Descriptors: MOOCs, Academic Achievement, Prediction, Bayesian Statistics
Valle, Natercia; Antonenko, Pavlo; Valle, Denis; Sommer, Max; Huggins-Manley, Anne Corinne; Dawson, Kara; Kim, Dongho; Baiser, Benjamin – Educational Technology Research and Development, 2021
Based on the achievement goal theory, this experimental study explored the influence of predictive and descriptive learning analytics dashboards on graduate students' motivation and statistics anxiety in an online graduate-level statistics course. Participants were randomly assigned into one of three groups: (1) predictive dashboard; (2)…
Descriptors: Online Courses, Graduate Students, Statistics Education, Anxiety
Download full textTempelaar, Dirk – International Association for Development of the Information Society, 2021
The search for rigor in learning analytics applications has placed survey data in the suspect's corner, favoring more objective trace data. A potential lack of objectivity in survey data is the existence of response styles, the tendency of respondents to answer survey items in a particular biased manner, such as yeah saying or always disagreeing.…
Descriptors: Learning Analytics, Responses, Surveys, Bias
Hershkovitz, Arnon; Baker, Ryan S. J. d.; Gobert, Janice; Wixon, Michael; Sao Pedro, Michael – Grantee Submission, 2013
In recent years, an increasing number of analyses in Learning Analytics and Educational Data Mining (EDM) have adopted a "Discovery with Models" approach, where an existing model is used as a key component in a new EDM/analytics analysis. This article presents a theoretical discussion on the emergence of discovery with models, its…
Descriptors: Learning Analytics, Models, Learning Processes, Case Studies
Sampson, Demetrios G., Ed.; Ifenthaler, Dirk, Ed.; Isaías, Pedro, Ed. – International Association for Development of the Information Society, 2021
These proceedings contain the papers of the 18th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2021), held virtually, due to an exceptional situation caused by the COVID-19 pandemic, from October 13-15, 2021, and organized by the International Association for Development of the Information Society…
Descriptors: Computer Simulation, Open Educational Resources, Telecommunications, Handheld Devices
