AI · Controlled human-AI prediction experiment.
Does the whole exceed its parts? The effect of AI explanations on complementary team performance
CHI. · 2021
Summary
Explanations can improve joint performance, depending on human ability and coordination.
For your marketing
Possible founder application
Optimize explanations for joint outcomes, not transparency alone.
Reported result
What the study found
Explanations can improve joint performance, depending on human ability and coordination.
Research question
What the authors investigated
Do explanations improve complementary human-AI performance?
Design
Controlled human-AI prediction experiment.
Sample and setting
Participants making predictions with AI explanations.
Scope and transfer
Limitations to keep in view
Short prediction tasks and recruited participants.
Research sources
Publisher abstract/full text supports the reported design, sample, and findings.