2025-01-09
Benchmark rings and the politics of minimum-N
Author · Marcus Teo
Benchmark rings are socially dangerous: everyone wants to look good, and thin cohorts tempt teams to peek anyway. The Handover benchmark ring enforces minimum-N thresholds because we would rather show a holding pattern than a misleading ring segment. We document the threshold in the same slide as the visualization so external reviewers see the governance choice, not just the graphic. When a site misses the threshold, we suggest a narrative triage pack appendix instead of forcing the ring. That keeps the conversation honest without starving the team of material. If politics still pressure a release, we log the override request with names—gentle accountability matters.
Tags: benchmarking · governance · ethics