What Do We Mean by 'Pilot Study': Early Findings from a Meta-Review of Pilot Study Reporting at CHI
A new meta-review exposes a critical methodological blind spot in AI research.
Deep Dive
A new meta-review of papers from the CHI conference reveals a widespread lack of clarity and consistency in how pilot studies are reported in Human-Computer Interaction (HCI) and AI research. Unlike fields like medicine with strict standards, HCI papers frequently reference 'pilot studies' without detailing their design, outcomes, or influence on the main study. This suggests a significant methodological gap that could undermine the validity and reproducibility of published research findings in the community.
Why It Matters
This lack of rigor threatens the credibility and reproducibility of foundational AI and HCI research that shapes future products.