White Learners in North America
Jump to navigation
Jump to search
Bridgeman et al. (2009) pdf
- Automated scoring models for evaluating English essays, or e-rater
- The score difference between human rater and e-rater was significantly smaller for 11th grade essays written by White and African American students than other groups
Jiang & Pardos (2021) pdf
- Predicting university course grades using LSTM
- Roughly equal accuracy across racial groups
- Slightly better accuracy (~1%) across racial groups when including race in model
Zhang et al. (in press) [1]
- Detecting student use of self-regulated learning (SRL) in mathematical problem-solving process
- For each SRL-related detector, relatively small differences in AUC were observed across racial/ethnic groups.
- No racial/ethnic group consistently had best-performing detectors
Li, Xing, & Leite (2022) pdf
- Models predicting whether two students will communicate on an online discussion forum
- Compared members of overrepresented racial groups to members of underrepresented racial groups (overrepresented group approximately 90% White)
- Multiple fairness approaches lead to ABROCA of under 0.01 for overrepresented versus underrepresented students