Governance, Policy, and Transparent Accountability
Each metric needs a named steward, a review rhythm, and a defined improvement method. Orphan measures drift and demoralize teams. Create a calendar that links reviews to decisions, budgets, and recognition. What measure will you retire to reduce noise this quarter?
Governance, Policy, and Transparent Accountability
Publish methods, limitations, and equity impacts alongside scores. Use benchmarks and confidence intervals to avoid misleading rankings. Add narrative footnotes for atypical case mixes. Thoughtful transparency builds trust rather than fear, inviting community partners into the work.