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3
Error Types
3
Inspection Methods
Prevent
Best Level
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Cost of Prevented Defect

Three Types of Human Errors

Error TypeDescriptionAerospace ExamplePoka-Yoke Response
ForgetfulnessSkipping a step or forgetting an actionOperator forgets to apply corrosion inhibitor before closing panelChecklist with physical tokens: one token per step, cannot close panel until all tokens are returned
ConfusionSelecting the wrong item or performing the wrong actionInstalling the left bracket in the right position (mirror parts)Asymmetric mounting holes: part physically cannot install in wrong orientation
Lack of skillNot knowing the correct method or standardNew operator applies sealant bead too thin because training was incompleteTemplate/guide that controls bead width mechanically + visual go/no-go gage

The Poka-Yoke Hierarchy

Not all poka-yoke is equal. The hierarchy from weakest to strongest:

Level 1: Warning (Weakest)

A signal alerts the operator that an error has occurred, but does not prevent it. Example: a buzzer sounds if a torque wrench does not reach the target value. The operator can ignore the buzzer. Warnings rely on human compliance — they fail when people are rushed, tired, or habituated to the alarm.

Level 2: Control (Moderate)

The system detects the error and stops the process. Example: the machine will not cycle until the fixture sensor confirms the part is correctly seated. The operator cannot proceed with the error, but can potentially override or work around the control. Better than warnings but not foolproof.

Level 3: Prevention (Strongest)

The physical design makes the error impossible. Example: the connector only fits in one orientation (USB-C, unlike old USB-A). The fixture only accepts the part in the correct position. The fastener hole pattern is asymmetric so left cannot be installed right. No human decision, no override, no possibility of error.

💡 Always Aim for Prevention

When designing poka-yoke, always start at Level 3 and only fall back to Level 2 or 1 if prevention is physically impossible. A prevention poka-yoke is permanent — it works on every shift, with every operator, under every condition. Warnings and controls degrade over time as people learn to ignore or bypass them.

Three Inspection Methods

MethodWho InspectsWhenPoka-Yoke Fit
Source InspectionThe process itselfBefore/during the operationBest: fixtures, sensors, and physical constraints prevent errors before they create defects
Self-CheckThe operator who performs the workImmediately after the operationGood: operator verifies their own work with a go/no-go gage or visual check
Successive CheckThe next operator in the processBefore starting the next operationAcceptable: catches defects at the next station rather than at final inspection

Practical Poka-Yoke Examples

ProblemError TypePoka-Yoke SolutionLevel
Wrong fastener installedConfusionKitting: pre-counted fasteners per station in labeled compartments. If any remain after install, something was missed.Control
Panel installed backwardConfusionAsymmetric locating pin pattern: panel only fits in correct orientationPrevention
Missing sealant on hidden jointForgetfulnessUV-fluorescent sealant + UV light check: missed areas glow differently under black lightControl
Torque not reached on critical fastenerLack of skillElectronic torque wrench that locks out until target is reached + logs to databaseControl
FOD left inside wing boxForgetfulnessTool shadow board at entry: all tools checked in before closeout. Cannot sign closeout card if any tool is missing from shadow board.Control
Drilling wrong hole sizeConfusionDrill bushing plate: only correct-size drill fits through the bushing for each hole locationPrevention

🎯 The Bottom Line

Poka-yoke breaks the chain between human error and product defect. Target the three error types (forgetfulness, confusion, lack of skill) with the strongest level of proofing available (prevention > control > warning). Use source inspection whenever possible — prevent the error before it creates a defect, not after. Connect poka-yoke to your FMEA: for every high-severity failure mode, ask “Can we make this error physically impossible?” This completes Module C (Problem Solving & Quality). Next: Lean Leadership Behaviors — beginning Module D on the people side of lean that makes all the technical tools sustainable.

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