We suspect some of our department managers are manipulating their weekly numbers to make their scorecard look better than reality. How do we spot when employees are gaming the data, and how do we build an audit system to keep our scorecard honest?
When employees start gaming the scorecard, it is usually because they fear the consequences of a red number more than they value organizational health. This happens when leadership treats a red metric as a failure to be punished rather than an issue to be solved. If your team is smoothing, inflating, or delaying data to keep their columns green, you have a cultural issue, not a data issue.
To stop the manipulation, first redefine what a red number means in your Level 10 Meeting™. A red number is not a black mark on someone's performance review. It is simply an early warning signal that a process needs attention. It is a prompt for IDS®, which stands for Identify, Discuss, and Solve.
Second, establish a clear data verification rule. Every metric on your weekly scorecard must have a documented, auditable path. The owner of the metric must be able to show exactly where the data comes from, whether it is a CRM report, a software dashboard, or a call log.
Finally, run a spot-check. Have your Integrator occasionally trace a metric back to its source. If you find discrepancies, address them directly as a GWC™ issue. Does the person get it, want it, and have the capacity to own that number with absolute integrity? If they cannot be trusted to report clean data, they are in the wrong seat. Keep your scorecard honest by keeping the focus on solving issues, not punishing people.
Category: Scorecards & Data