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vanity metric

A metric that looks impressive on the surface but offers little or no actionable insight to guide decisions.

Key Points

  • Emphasizes appearance over insight; it seems positive but is not decision-useful.
  • Often lacks a clear link to outcomes, customer value, or strategic objectives.
  • Can mislead stakeholders and hide real problems if used to claim success.
  • Prefer actionable, outcome-focused indicators; if tracked, use vanity metrics only as context.

Example

An Agile team celebrates a spike in page views for a new feature announcement. However, activation rate, task completion in the feature, and retention do not improve. Page views alone are a vanity metric because they do not show real user value or inform next steps.

PMP Example Question

Which metric is most likely a vanity metric for an Agile team evaluating a recent release?

  1. Total page views of the release announcement
  2. Lead time from commit to production
  3. Customer retention rate 30 days after release
  4. Defect escape rate to production

Correct Answer: A — Total page views of the release announcement

Explanation: Page views can look impressive but do not indicate behavior change or delivered value, and they do not directly guide decisions.

ICS/OT Cybersecurity Fundamentals — Security Built for Industrial Systems

Industrial control systems cannot be secured like ordinary IT. A forced reboot, aggressive scan, or incompatible patch can interrupt production and create real safety consequences. Effective OT security begins with understanding the systems, constraints, and risks unique to industrial environments.

This course gives IT professionals, engineers, operators, and security practitioners a practical foundation in ICS threats, zone and conduit design, risk assessment, passive asset visibility, and vendor evaluation. You will learn how IEC 62443, NIST CSF, and MITRE ATT&CK for ICS apply where availability and safety come first.

Eight reconstructed incidents—including Stuxnet, Triton, Ukraine 2015, Colonial Pipeline, and PIPEDREAM—show how attackers move through OT environments, what they target, and which defenses could have changed the outcome.

Watch the course preview, then build the vocabulary, frameworks, and judgment needed to take credible first steps in ICS/OT cybersecurity.

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ICS/OT Cybersecurity Fundamentals course preview

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