The Risk of Chasing Numbers Without Context
One sentence from a child exposed a major flaw in performance thinking
She wasn’t trying to teach a leadership lesson. But in one hug and one line, a 12-year-old revealed a painful truth about the way we measure success.
After one of her best performances yet, my daughter came in last at a recent dance competition. She was crushed—until a 12-year-old girl hugged her and said (I don’t blame you if you think this is made up, a quaint little story to emphasise a business principle through a tenuous link. I know that I would think it was made up, but it really happened and there were many witnesses to it), “You can’t let a number define you. You’re more than just the place you come.”
That line hit me hard. This wasn’t just about dance. It was a vivid example of how people—including leaders, strategists, and professionals—can lose sight of the real goal when we become obsessed with KPIs. In this piece, we’ll explore the hidden danger of metric fixation, why it can lead us off course, and how to use KPIs without being ruled by them.
The Downside of Measuring the Wrong Thing
When leaders focus solely on metrics, they often lose sight of what those numbers were supposed to represent: meaningful progress.
Consider what happened at Wells Fargo. In an effort to boost sales KPIs, management instituted aggressive cross-selling targets. Employees were under extreme pressure to meet quotas—so much so that over 2 million unauthorized accounts were opened in order to meet expectations. Investigations later revealed a culture where staff felt compelled to cut corners or engage in unethical behaviour just to keep their jobs or avoid punishment.
The bank’s share price plummeted. The CEO resigned. The brand’s reputation was severely damaged. All because performance was measured by volume, not value.
The problem wasn’t KPIs themselves. It was a broken relationship with them—a belief that the number was the truth, rather than a signal pointing toward truth. Like my daughter’s dance ranking, the number didn’t tell the whole story. When we forget that, we end up rewarding the wrong behaviour, damaging morale, and achieving short-term optics at the expense of long-term outcomes.
This article will show a better way: how to build a healthier, more contextual relationship with KPIs.
1. The Metric Is Not the Meaning
- The problem: We confuse the KPI with the goal. A number becomes the mission, not a signal.
- Reframe: KPIs should surface insights, not act as stand-ins for purpose. Just because something is measurable doesn’t make it meaningful. Many organizations fall into the trap of using metrics as shortcuts for strategic thinking. They forget that the KPI is only a symbol of progress—not the progress itself.
- Action: Regularly ask: What is this KPI really supposed to represent? Challenge assumptions about what the number actually reflects. Use it to initiate conversations, not to end them.
2. Ranking Is Relative. Progress Is Personal.
- The problem: Success is defined by competition, not individual growth or trajectory. Many KPIs are constructed to show how someone ranks against peers, instead of showing how they’ve improved. This comparison model erodes motivation, especially in roles where innovation, resilience, or risk-taking matters.
- Reframe: External rankings distort the internal story. You can finish last and still win if you’ve overcome obstacles, stretched yourself, or grown in ways that aren’t visible in a leaderboard. KPIs should celebrate the arc of development, not just the snapshot.
- Action: Design KPIs that track growth over time, not just comparison against others. Show what changed, what improved, and how effort translated to outcomes.
3. Numbers Can’t See the Whole Person (or Business)
- The problem: KPIs reduce complexity into single metrics that miss context, process, or progress. They fail to capture how problems are solved, how relationships are built, or how creativity is exercised. As a result, high-value contributions often go unrecognized.
- Reframe: Metrics don’t see invisible work. Judgment must round out the story. A spreadsheet won’t notice when someone defuses a crisis, mentors a colleague, or keeps a project alive through quiet persistence.
- Action: Pair each KPI review with qualitative inputs: context, blockers, and human reflection. Make space for narrative during performance reviews, retrospectives, and strategic planning.
4. Unrealistic KPIs Destroy Motivation
- The problem: Aspirational metrics set to mirror peak performance can demoralize the rest. When the bar is set at the level of your best performer’s best week, everyone else feels like a failure. It creates a culture of exhaustion or disengagement.
- Reframe: Good KPIs reflect repeatable success, not rare outcomes. A sustainable target encourages consistency and confidence. Teams should believe that goals are tough, but achievable—not heroic.
- Action: Calibrate metrics to show what “healthy performance” looks like—not just exceptional performance. Make it clear that being solid and consistent is valuable.
5. Ideal-World KPIs Fail in the Real World
- The problem: Many KPIs assume uninterrupted productivity: no meetings, admin, blockers, or problem-solving. But the modern workplace is filled with reactive demands and necessary collaboration. Designing KPIs based on a perfect day sets people up to fail.
- Reframe: You can’t hold people to metrics built for imaginary calendars. You must leave room for the reality of working life: context-switching, urgent issues, and supporting others.
- Action: Build KPIs that account for real conditions—time lost to collaboration, firefighting, onboarding, and infrastructure gaps. Align expectations with real capacity.
6. Don’t Expect People to Do Everything
- The problem: Overloading employees with too many KPIs dilutes focus and guarantees underperformance. We try to measure everything and end up measuring nothing well.
- Reframe: Every additional KPI reduces clarity. One good KPI is better than eight mediocre ones. A few focused measures allow teams to align, concentrate, and prioritize effectively.
- Action: Limit KPIs to a maximum of three. One is ideal. Two is strong. Beyond three, focus collapses. Decide what matters most and align efforts there.
7. Focus on Lead Measures, Not Just Lag Results
- The problem: Too many KPIs track outcomes after the fact, making them unmanageable and reactive. You can’t control the result; you can only influence the inputs.
- Reframe: Lead measures influence the future; lag measures only report the past. Tracking what drives results—like client calls made, time spent on training, or prototypes tested—gives people levers they can pull.
- Action: Prioritize KPIs that track behaviours or inputs you can affect—not just end results you can’t retroactively change. Design metrics that are actionable in real time.
8. Every KPI Needs a Qualitative Safety Check
- The problem: Quantitative metrics alone don’t tell you whether success was achieved the right way. Without guardrails, people may reach the goal through unethical, risky, or damaging means.
- Reframe: Every KPI should be paired with a qualitative “safety check” to evaluate how the result was achieved. This creates balance and ensures alignment with values, ethics, and sustainability.
- Action: Introduce feedback loops and narrative check-ins alongside numeric reviews. Wells Fargo could have avoided its crisis by asking qualitative questions: “How are these accounts being opened? Are customers aware? Are employees under pressure?” Those questions might have revealed misconduct long before the scandal broke.
9. Don’t Let Metrics Override Your Values
- The problem: In the pursuit of numerical success, organizations can unintentionally reward behaviour that contradicts their stated values. When KPIs are misaligned with culture or ethics, trust and integrity erode. Do you want really short call times (or maximum tickets per person) from your support people, then don’t be surprised if they close tickets without spending enough time to really solve the problem.
- Reframe: Metrics should reflect not just what you want to achieve, but how you want to operate. When there’s tension between hitting a target and living the company’s values, values must win.
- Action: Stress-test KPIs during design. Ask: “If someone were to hit this metric in the worst way possible, what would that look like?” Use that insight to shape safeguards and clarify acceptable paths to success.
Closing Thoughts
Rethink KPIs as signals, not verdicts. As a tool, not the goal. KPIs can be incredibly powerful—but only when used wisely. Letting a number define your success, your team, or your strategy is a fast path to distortion.
The goal isn’t to eliminate metrics. It’s to see them in context, anchored in purpose, and infused with humanity and make them considerably more effective in the process. Because like that wise 12-year-old said: You are more than just the place you come.