Four points in Zone B is the SPC warning pattern where sustained one-sided points between one and two sigma suggest centerline shift - it is an early indicator of non-random process movement.

What Is Four points in Zone B?

• Definition: A pattern rule triggered when four out of five consecutive points fall in Zone B or beyond on the same side.
• Statistical Rationale: Such one-sided concentration has low probability under pure common-cause variation.
• Detection Role: Identifies moderate shifts that may not trigger three-sigma outlier rules.
• Rule Family: Commonly used in Western Electric style chart interpretation.

Why Four points in Zone B Matters

• Early Shift Warning: Provides lead time before process mean drifts into out-of-spec territory.
• Reduced Escursion Risk: Prompt intervention can prevent yield loss from prolonged off-center operation.
• Control Discipline: Encourages action based on evidence rather than waiting for hard failures.
• Maintenance Signal: Repeated patterns may indicate gradual tool degradation.
• Operational Stability: Detecting moderate shifts preserves predictable process behavior.

How It Is Used in Practice

• Alert Configuration: Enable rule in SPC software with clear same-side criteria.
• Immediate Checks: Verify recent changes in tool setup, materials, and metrology calibration.
• Follow-Up Decision: Recenter process or launch deeper RCA depending on recurrence and magnitude.

Four points in Zone B is a high-utility intermediate SPC trigger - it catches meaningful centerline movement before severe out-of-control conditions develop.