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Six_Sigma

ICYB · Question #141

A process has a high number of defects. Before performing root-cause analysis, the team should first:

The correct answer is B. Validate the measurement system. Before trusting the data that shows a high defect count, you must confirm that the measurement system itself is accurate and reliable - this is called Measurement System Analysis (MSA) or a Gauge R&R study. If the measurement system has significant variation or bias, the "high de

Measure

Question

A process has a high number of defects. Before performing root-cause analysis, the team should first:

Options

  • AImprove the process immediately
  • BValidate the measurement system
  • CRun a capability study
  • DCreate a control plan

How the community answered

(44 responses)
  • A
    7% (3)
  • B
    80% (35)
  • C
    11% (5)
  • D
    2% (1)

Explanation

Before trusting the data that shows a high defect count, you must confirm that the measurement system itself is accurate and reliable - this is called Measurement System Analysis (MSA) or a Gauge R&R study. If the measurement system has significant variation or bias, the "high defects" may be a measurement artifact rather than a real process problem, making any root-cause analysis built on that data worthless.

Why the distractors are wrong:

  • A (Improve the process immediately): Acting before understanding the root cause is reactive and wastes resources - you may "fix" the wrong thing entirely.
  • C (Run a capability study): Capability studies are meaningful only after you've confirmed your measurements are valid; a Cpk calculated from bad measurements is meaningless.
  • D (Create a control plan): Control plans come at the end of an improvement cycle (Control phase in DMAIC), not at the start of investigation.

Memory tip: Think "Measure before you manage." In DMAIC, the Measure phase validates the measurement system before Analyze (root cause) begins. When you see "before root-cause analysis," your mind should jump to the Measure phase - and MSA lives there.

Topics

#measurement system validation#MSA#root cause analysis#Measure phase

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