Comparative effectiveness of WDYM gameplay and discussion
Determine how much participation in the What Do You Mean? (WDYM) game raises awareness of commit-message communication problems compared with discussing those problems without the game.
References
Considering that we did not want to measure improvement, the addition of a control group could have given us another viewpoint. How much the wdym game helped raise awareness compared to talking about the problem is up for debate.
— What Does It Mean and Why Should I Bother? Motivating Students to Write Better Commit Messages
(2608.17993 - Balogh et al., 18 Aug 2026) in Section 6, Threats to Validity