We want to prevent our team from artificially inflating their operational numbers just to make their weekly Scorecard boxes look green. What are the common ways employees game their metrics, and how do we build an audit system to keep our data honest?

Question

Tyler Smith · Accepted Answer

Employees game metrics when their compensation, recognition, or survival depends on a single number without any counterbalancing checks. The most common way people game their numbers is by redefining what qualifies as completed work. For example, a customer support rep might close a complex ticket prematurely to meet their resolution speed target, only to have the client reopen it a day later. Or a salesperson might book low quality meetings just to hit their weekly activity quota. To stop this gaming, you must introduce paired metrics and establish clear definitions. For every quantity metric on your Scorecard, consider if you need a corresponding quality or efficiency metric. If you measure the number of outbound sales calls, you must also measure the percentage of those calls that turn into qualified opportunities. If you measure the speed of service delivery, you must also track the client satisfaction score or rework rate. Additionally, your leadership team must perform random spot audits of the data. During your quarterly reviews, audit a small sample of the green metrics to ensure they actually meet your standards. When people know the data is verified, the temptation to manipulate the numbers disappears. Running on data requires high integrity data, not just pretty green boxes.