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Is this metric change real? A control chart decision

The decision rule to agree before the number moves

Flowchart for a metric that moved: three questions about limits, runs and trends, each leading to an investigation, ending in leaving the metric alone.
Write this rule down before the next wave, so a move is classified before anyone has an opinion Source: NIST/SEMATECH e-Handbook of Statistical Methods

A decision flowchart for reading a process behaviour chart on a research metric such as NPS, satisfaction or completion rate. It asks whether a point sits outside the three-sigma limits, whether there is a long run on one side of the centre line and whether there is a steady trend. Any yes is a special cause worth investigating. Three noes mean common cause variation, and the right move is to leave the metric alone.

Where this appears

What's in this flowchart

Start: A research metric moved

  1. Is a point outside the three-sigma limits?
    • No: go to 2.
    • Yes: Investigate the special cause. Something specific happened. Find it.
  2. Is there a long run on one side of the centre line?
    • No: go to 3.
    • Yes: Investigate the shift. The process level has moved.
  3. Is there a steady trend across many points?
    • No: go to 4.
    • Yes: Investigate the drift. Something is changing continuously.
  4. Finish: Leave the metric alone. It is common cause. To change the level, change the process.

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<p>Source: <a href="https://www.koji.so/visuals/is-this-metric-change-real-control-chart-flowchart">Is this metric change real? A control chart decision</a>, Koji</p>