Cognitive Scaffold

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MENTAL MODEL · M7452

Shewhart Rules

Shewhart Rules
Observe & DiagnosemediumManagement
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Updated 2026-08-10

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INTRODUCTION

English translation pending.

CORE DEFINITION

Shewhart Rules, developed by Walter Shewhart in the 1920s and extended into run rules, specify patterns on a control chart that indicate a process is no longer behaving randomly, such as a point beyond the three-sigma limits or seven consecutive points trending in one direction. Its core proposition is that a stable process still varies, so reacting to ordinary variation makes things worse, while ignoring non-random patterns lets real shifts persist. The key qualifier is correct limits: miscalibrated control limits produce either false alarms or missed signals.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Baseline establishment: compute the control limits from a period when the process was known to be stable. - Pattern reading: check for runs, trends, and points beyond the limits rather than just eyeballing. - Intervention discipline: act on the rule violations and leave the ordinary variation alone entirely.

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Anchor fast decisions

Every process varies, and adjusting it in response to ordinary variation adds new disturbances on top of the original ones, which increases variance. Non-random patterns, by contrast, indicate a specific cause that can be found and removed. Separating the two is what makes intervention effective rather than meddlesome.

MINIMUM ACTION

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Source support: Explicit

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/Western_Electric_rulesZH · Explicit
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