npj Digital MedicineRisk adjustment is often necessary for outcome quality indicators (QIs) to provide fair and accurate feedback to healthcare professionals. However, traditional risk adjustment models are generally oversimplified and not equipped to disentangle complex ...
Harvey Jia Wei Koh +5 more
doaj +1 more source
Enhancing Feedback Quality at Scale: Leveraging Machine Learning for Learner-Centered Feedback
Computers and Education: Artificial IntelligenceIn higher education, delivering effective feedback is pivotal for enhancing student learning but remains challenging due to the scale and diversity of student populations. Learner-centered feedback, a robust approach to effective feedback that tailors to
Ahmad Ari Aldino +4 more
doaj +1 more source
Learning analytics with learning and analytics : advancing student agency analytics
, 2022 unknown ...
openaire +2 more sources
Learning analytics for motivating self-regulated learning and fostering the improvement of digital MOOC resources [PDF]
, 2018 Nowadays, the digital learning environment has revolutionized the vision of distance learning course delivery and drastically transformed the online educational system.
Onah, Daniel F. O. +3 more
core
Hospital Readmission After Traumatic Brain Injury Hospitalization in Community‐Dwelling Older Adults
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To examine the risk of hospital readmission after an index hospitalization for TBI in older adults. Methods Using data from the Atherosclerosis Risk in Communities (ARIC) study, we used propensity score matching of individuals with an index TBI‐related hospitalization to individuals with (1) non‐TBI hospitalizations (primary analysis)
Rachel Thomas +7 more
wiley +1 more source
The Impact of Random Models on Standardized Clustering Similarity
IEEE AccessClustering similarity measures are essential for evaluating clustering results and ensuring diversity in multiple clusterings of the same dataset. Common indices like the Mutual Information (MI) and Rand Index (RI) are biased towards smaller clusters and
Kai Klede +3 more
doaj +1 more source
Understanding Evidence-Based Interventions for Cross-Cultural Group Work: A Learning Analytics Perspective [PDF]
, 2016 As the numbers of international students worldwide continue to rise, one common challenge is how best to socially integrate diverse groups of students.
Mittelmeier, Jenna
core
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
, 2018 The widespread popularity of smart meters enables an immense amount of fine-grained electricity consumption data to be collected. Meanwhile, the deregulation of the power industry, particularly on the delivery side, has continuously been moving forward ...
Chen, Qixin +3 more
core +1 more source
Lessons Learned From a Delayed‐Start Trial of Modafinil for Freezing of Gait in Parkinson's Disease
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Freezing of gait (FOG) in people with Parkinson's disease (PwPD) is debilitating and has limited treatments. Modafinil modulates beta/gamma band activity in the pedunculopontine nucleus (PPN), like PPN deep brain stimulation. We therefore tested the hypothesis that Modafinil would improve FOG in PwPD.
Tuhin Virmani +8 more
wiley +1 more source
Sensors, 2018 Running has a positive impact on human health and is an accessible sport for most people. There is high demand for tracking running performance and progress for amateurs and professionals alike.
Markus Zrenner +4 more
doaj +1 more source