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Trial Data Interpretation

Inspection Counts: Distinguish Nonconforming Items from Multiple Findings

One container can have several findings but count as one nonconforming item. Define the numerator before making a chart.

Library dates organize the collection. Actual publication and revision dates are shown separately.

One container can have several findings but count as one nonconforming item. Define the numerator before making a chart.

Two numerators represent different observations

A count of nonconforming items classifies each inspected unit according to the defined rule. A count of nonconformities can include more than one finding on the same unit. Attribute-chart methods distinguish those data structures. Treating a findings total as an item count can create a proportion that no longer answers the intended question.

Primary reference: NIST Engineering Statistics Handbook.

A hypothetical three-container inspection

Three containers are inspected. One has two defined findings, another has one, and the third has none. There are three findings on two affected containers. The proportion of affected containers is two out of three; the average finding count is one per inspected container.

Those elementary calculations describe different observations. Whether either finding makes a container nonconforming depends on the agreed classification rule. The illustration is not an HM inspection result or a proposed defect definition.

Keep findings connected to units

Use item IDs with separately defined finding categories. Retain inspected quantity and the inspection opportunity represented by each unit. Decide how repeated observations of the same finding are treated and how an item with several categories contributes to the overall classification.

Send the counting definitions with any trend summary. If the inspection area, number of features or opportunity changes, review whether the same count basis is still comparable. Selecting p, c or u monitoring methods needs the data structure and assumptions; a chart label should follow that choice rather than determine what the operator records.

Trial discussion worksheet

This blank worksheet is for your own project. It contains no H M machine trial result.

Trial discussion worksheet
Review questionReference or observation to retain
What is one inspected unit?Container or defined opportunity
Can one unit have several findings?Category and counting rule
What denominator applies?Inspected units or opportunity

Customer Questions

Can three findings occur on two items?

Yes. Findings and affected-item counts need not match.

Is every finding automatically a defective item?

The classification depends on the approved definition and intended function.

May the numerator definition change within one trend?

Record and review such a change before treating the results as comparable.

Primary References

These references support the technical principles discussed in this guide. The worked examples and review questions are educational.

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