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Have you experienced the burden of measurement debt in your organization?

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Stelian ROMAN Project Manager| MicroSafety Carlingford, New South Wales, Australia

In an era dominated by dashboards, KPIs, and data-driven decision-making, organizations are awash in metrics. Yet, just as technical debt accrues when legacy code lingers, “measurement debt” builds up when outdated, irrelevant, or misleading metrics persist in an organization’s reporting ecosystem. These obsolete metrics—once helpful, now useless or even harmful—consume team energy, cloud organizational focus, and compromise transparency. Addressing measurement debt isn’t just a matter of operational efficiency; it’s an ethical responsibility of leadership. This blog post explores the dangers of measurement debt, the ethical imperatives for retiring stale metrics, and strategies for fostering a healthy, focused measurement culture. A thought-provoking question for readers is included at the end.

  • Have you experienced the burden of measurement debt in your organization?
  • How did it affect team morale, focus, or decision-making?
  • What steps have you seen (or wish you’d seen) to retire outdated metrics?

Blog post ProjectManagement.com - Managing "Measurement Debt" Ethically: Leadership’s Duty to Retire Outdated Metrics
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Luis Branco CEO| Business Insight, Consultores de Gestão, Ldª Carcavelos, Lisboa, Portugal
Interesting reflection.

I wonder whether measurement debt is ultimately a metric problem or a governance problem.

Outdated metrics rarely persist because they continue to create value.
More often, they persist because no one is explicitly accountable for challenging them, retiring them, or questioning the assumptions that once justified them.

Perhaps the real issue is not how many metrics an organization tracks, but whether it has the discipline to continuously reassess which information still improves understanding and supports better decisions.

Otherwise, measurement systems can gradually become mechanisms for preserving historical assumptions rather than instruments for learning and adaptation.

After all, the goal of measurement is not to collect data. It is to enable better judgment.
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1 reply by Stelian ROMAN
Sep 13, 2026 9:28 PM
Stelian ROMAN
...
"I wonder whether measurement debt is ultimately a metric problem or a governance problem." In my opinion, it is a governance and ethical problem. Governance, because solid design/architecture that prevents technical debt should always be validated and signed off at the CIO level. Unethical behavior could be a side effect of the pressure to deliver faster and cheaper. Sometimes it is also caused by the separation between development and operational teams.
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Lissette Indhira Pimentel Sosa
Community Champion
Program Manager| HARPER SRL Santo Domingo / Distrito Nacional, Dominican Republic
Teams spend considerable time maintaining metrics that few people actually use.
A simple question helps: What decision does this metric support? If no one can answer, it may no longer be needed.
...
1 reply by Stelian ROMAN
Sep 13, 2026 9:31 PM
Stelian ROMAN
...
"maintaining metrics that few people actually use." Technical debt is very hard to measure directly using static metrics. It is easier to measure it by requirements like maintainability and flexibility, or by quality metrics like defects found in production.
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Stelian ROMAN Project Manager| MicroSafety Carlingford, New South Wales, Australia
Jun 17, 2026 5:28 AM
Replying to Luis Branco
...
Interesting reflection.

I wonder whether measurement debt is ultimately a metric problem or a governance problem.

Outdated metrics rarely persist because they continue to create value.
More often, they persist because no one is explicitly accountable for challenging them, retiring them, or questioning the assumptions that once justified them.

Perhaps the real issue is not how many metrics an organization tracks, but whether it has the discipline to continuously reassess which information still improves understanding and supports better decisions.

Otherwise, measurement systems can gradually become mechanisms for preserving historical assumptions rather than instruments for learning and adaptation.

After all, the goal of measurement is not to collect data. It is to enable better judgment.
"I wonder whether measurement debt is ultimately a metric problem or a governance problem." In my opinion, it is a governance and ethical problem. Governance, because solid design/architecture that prevents technical debt should always be validated and signed off at the CIO level. Unethical behavior could be a side effect of the pressure to deliver faster and cheaper. Sometimes it is also caused by the separation between development and operational teams.
avatar
Stelian ROMAN Project Manager| MicroSafety Carlingford, New South Wales, Australia
Jun 22, 2026 6:38 PM
Replying to Lissette Indhira Pimentel Sosa
...
Teams spend considerable time maintaining metrics that few people actually use.
A simple question helps: What decision does this metric support? If no one can answer, it may no longer be needed.
"maintaining metrics that few people actually use." Technical debt is very hard to measure directly using static metrics. It is easier to measure it by requirements like maintainability and flexibility, or by quality metrics like defects found in production.

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