Investigating the causal relationships between badges and learning outcomes in SQL-Tutor.
Faiza TahirAntonija MitrovicValerie SotardiPublished in: Res. Pract. Technol. Enhanc. Learn. (2022)
Keyphrases
- learning outcomes
- causal relationships
- learning gains
- procedural knowledge
- learning experience
- learning environment
- learning processes
- causal discovery
- collaborative learning
- bayesian networks
- data mining
- databases
- intelligent tutoring systems
- pedagogical agents
- university students
- causal models
- learning styles
- tutoring system
- causal structure
- influence diagrams
- learning resources
- learning process
- individual differences
- student learning styles
- instructional strategies
- latent variables
- video games
- random walk
- e learning