We suspect some of our department managers are gaming their weekly scorecard metrics to keep their lines green. Which specific numbers are most vulnerable to manipulation and how do we spot it?
It is a common challenge to ensure the integrity of metrics. The most commonly gamed numbers on a scorecard are activity-based metrics that lack a quality or outcome safeguard. Without these safeguards, managers can easily manipulate numbers to appear successful without driving actual business results.
Here are some examples of vulnerable metrics:
• If a sales team is measured solely on outbound calls, they might make short, low-value dials just to hit their weekly target, rather than focusing on quality interactions.
• If a customer service team is measured on average ticket resolution time, they may close complex tickets prematurely, forcing clients to open new ones.
• Similarly, if a content team is measured only on blog posts published, they might prioritize quantity over quality, leading to content that generates little engagement or few leads.
How to Spot Manipulation
To spot this kind of manipulation, you must audit your scorecard for solo metrics that can be easily inflated by busywork. Look for numbers that show high volume but yield zero business results.
Consider these indicators:
• If outbound calls are consistently "green" every week, but new scheduled meetings or qualified leads remain "red," the activity metric is likely being gamed, or it is completely ineffective. This highlights the importance of distinguishing between [leading and lagging scorecard metrics](/qa/leading-vs-lagging-scorecard-metrics).
• High numbers of "tickets closed" without corresponding improvements in customer satisfaction or a decrease in "re-opened ticket rate."
Preventing Gaming with Paired Metrics
To prevent gaming, immediately pair any quantity metric with a quality counterweight on your scorecard. This provides a balanced view and discourages manipulation.
Examples of effective pairings:
• Do not just track tickets closed. Pair it with a customer satisfaction rating or a re-opened ticket rate.
• Do not just track blog posts published. Pair it with qualified organic leads generated or website traffic from content.
• For a sales team, pair outbound calls with scheduled discovery calls or qualified pipeline generated.
When you review your scorecard in the [Level 10 Meeting](/qa/how-to-review-scorecard-under-five-minutes), look for patterns where a leading indicator is consistently green but its corresponding lagging indicator is consistently red. That gap is where gaming or process failure lives, and it must be brought to the table for IDS (Identify, Discuss, Solve). This ensures that your team focuses on [the numbers that actually matter](/qa/how-to-choose-five-fifteen-scorecard-metrics).
Related questions
• [How do we review our weekly scorecard in under five minutes?](/qa/how-to-review-scorecard-under-five-minutes)
• [Our scorecard is packed with metrics like closed sales and completed projects, but we still feel reactive. How do we shift our focus from lagging results to weekly leading indicators?](/qa/leading-vs-lagging-scorecard-metrics)
• [My leadership team is struggling to agree on what actually deserves a spot on our high level scorecard. How do we narrow down our massive list of metrics to just five to fifteen numbers?](/qa/how-to-choose-five-fifteen-scorecard-metrics)
• [One of our key managers gets defensive and starts explaining away the context every time their scorecard metric drops into the red. How do we handle this in the Level 10 Meeting?](/qa/handling-defensiveness-around-red-scorecard-metrics)
Category: Scorecards & Data