Western Electric Rules - Other Unnatural Patterns

Other Unnatural Patterns

The Handbook also identifies patterns that require consideration of both the upper and lower halves of the control chart together for identification:

Pattern Description Rule
Stratification Variation small relative to control limits Fifteen consecutive points fall within ±1σ (zone C)
Mixture The tendency to avoid the centerline Eight consecutive points on both sides of the centerline with no points falling in zone C.
Systematic Negative autocorrelation—a long series of observations that alternate high-low-high-low (No rule given)
Repetition The tendency of one chart to follow the same pattern as its predecessor (No rule given)
Trend Sustained drift or shift in the long-term mean A series of out-of-control points in the lower zones followed by a series of out-of-control points in the upper zones or vice versa
A series of points without a change in direction

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