One-dimensional targets can reward behaviour that damages customer outcomes
The dashboard was green.
First-contact resolution had improved. Transfers were down. The Service Desk was meeting the target leadership had emphasized for months.
There was only one problem: customers were calling back.
Analysts had learned exactly what the measure rewarded. If they transferred a difficult ticket to the specialist team, it counted against first-contact resolution. So some held complex issues longer, attempted fixes outside their depth, or closed tickets with workarounds that did not last.
On paper, the metric improved.
In the operation, resolution time stretched, reopen rates climbed and customers had to explain the same problem again.
Nobody had asked people to damage the service. The target did that quietly by making one behaviour visible and leaving its consequences off the page.
This is where measurement becomes management architecture.
A metric is never just a neutral number. It focuses attention, signals what leadership values and influences thousands of small decisions made when no manager is watching. Attach a target, a ranking or a performance conversation to it, and that influence becomes stronger.
That is why a good intention is not enough.
First-contact resolution matters. Customers generally prefer not to be transferred. The measure becomes dangerous only when it is treated as the outcome rather than one signal within a larger service system.
If leaders celebrate higher first-contact resolution without also watching reopen rate, resolution quality, customer effort and time spent on complex tickets, the team receives a simple message: protect the number.
Most people do not wake up intending to game a metric. They adapt to the consequences placed around them. When the organization repeatedly rewards one-dimensional success, behaviour eventually becomes one-dimensional too.
The answer is not to abandon targets. It is to give them guardrails.
Every important measure should be paired with the consequence it could unintentionally create. A speed target needs a quality signal. A productivity target needs customer and team-health signals. A sales target needs margin, delivery and retention context. A utilization target needs space for learning, improvement and recovery.
Then leaders need to look beyond the result and inspect the behaviour around it.
What are people doing differently because this number matters? What work is being delayed, transferred, hidden or repeated? Which customer or team consequence is missing from the dashboard? Where does the target make the wrong action rational?
Those questions often reveal more than the percentage itself.
The uncomfortable truth is that teams can hit the target leadership designed and still produce an outcome leadership never wanted.
When that happens, blaming people for “gaming the metric” is convenient. The more useful response is to examine the measurement system that taught them how to win.
A metric has not succeeded because it turned green.
It has succeeded when the behaviour it creates improves the outcome that matters.
If you are working through this kind of tension, my book, The 7 Essential First-Line Management Systems, explores how reporting, measurement and the other management systems fit together in practice. You can find it at imadlodhi.com/flm1.
