Staff Performance Design: Making KPIs Point at Service Quality
Two-Axis Design: Output × Quality
Pure output KPIs breed overselling; pure quality KPIs breed idleness. A two-axis structure makes them check each other:
- Output axis: net revenue (net of refunds), ticket structure (upgrade rate, not pushed volume).
- Quality axis: satisfaction, complaint rate, protocol spot-checks, contribution to retention.
Per-Role Differences
| Role | Output axis | Quality axis |
|---|---|---|
| Operators/physicians | Effective session volume, utilization contribution | Outcome metrics, complication rate, protocol audits |
| Consultants | Conversion, net revenue, renewal rate | Satisfaction, refund rate, needs-match sampling |
| Store operations | Overall output, utilization | Complaint closure time, compliance checks |
Commission Design Points
- Margin basis: commission on net revenue or margin, never gross — no loss-making volume chasing.
- Deferral and binding: renewals pay later commissions so long-term service pays.
- Quality veto: verified complaints or violations derate the period’s performance.
- Team pool: a shared bonus pool encourages collaboration over poaching.
Common Distortions and Fixes
- Overselling → needs-match into the scorecard (the quality definition of conversion).
- Client cherry-picking → basic services carry performance credit so “unprofitable” work isn’t orphaned.
- Data gaming → cross-checks between records and systems; zero-tolerance clause.
FAQ
How often to revise?
Light tweaks semi-annually, full review annually; weights follow strategy stage (new stores: conversion; mature: retention).
Who matters more, operators or sales?
A false question — under two-axis design both serve one goal: the repeatable, effective experience. Role warfare usually signals failed metric design.