Quality Metrics Are Framing Your Decisions: How to Break the Bias
The same defect data can trigger a celebration or an emergency containment action. Here is how cognitive framing distorts quality…
Leadership & Culture
390 articles
Confirmation Bias in Quality Systems: How Expected Findings Create Hidden Failures
Confirmation bias distorts inspection, root cause analysis, and supplier management. The defence is structural: blind sampling, pre-registered hypotheses, and systematic…
Normalcy Bias in Manufacturing: When Past Success Hides Present Risk
Why experienced teams ignore SPC trends, downgrade audit findings, and explain away customer complaints, and the structural fixes that break…
The Planning Fallacy in Quality Management: Why Projects Overrun
Quality initiatives routinely miss their timelines and budgets because planners rely on an inside view instead of historical data. Here…
The Hidden Factory: Quantifying and Eliminating Unmeasured Manufacturing Waste
Rework, inspection sorting, and premium freight consume up to 40% of your capacity without generating value. Here is how to…
Recency Bias in Quality Management: How the Latest Defect Distorts Your Priorities
A single customer complaint can hijack an entire quality system for months. Here is how cognitive bias infiltrates CAPA, audit…
Anchoring Bias in Quality Management: How Arbitrary Targets Lock In Mediocrity
The defect rate your team set years ago is almost certainly not your process capability. Here is how to identify…
Goodhart’s Law in Manufacturing: When Quality Metrics Destroy Quality
How incentivised KPIs decouple from reality, the predictable failure modes that follow, and the structural defences every quality leader must…
The Sunk Cost Trap in Quality Systems: Why Plants Keep Funding Failing Investments
How cognitive bias keeps manufacturing organisations locked into underperforming QMS platforms and inspection systems, and the structured framework for breaking…
The Availability Heuristic in Quality Management: Chasing Memorable Defects Instead of Important Ones
Vivid failures dominate plant meetings while latent, high-cost defects go ignored. Here is how to restructure your quality system to…