Data Core · KPI management · Module

Targets and thresholds

What good looks like, at what level, and what happens when the reading crosses it — because a measure with no threshold produces observation rather than action.

The idea

How it works

A target without a basis is a number someone was comfortable with. Derived from capability, from a benchmark or from what the plan requires, it becomes arguable and therefore useful.

Most reactions to measures are reactions to noise. Knowing the normal variation of a measure is what allows a genuine change to be distinguished from an ordinary fluctuation.

Working with it

In practice

  1. 01

    State where the target came from

    Capability, benchmark or plan requirement. A target with no derivation is negotiated rather than set.

  2. 02

    Establish normal variation first

    How much the measure moves when nothing has changed. Anything inside that band is not news.

  3. 03

    Attach an action to the threshold

    What happens when it is crossed, and who does it. A threshold with no action is a colour on a dashboard.

  4. 04

    Beware the incentive

    A target with consequences will be met, sometimes by means nobody intended. Ask how it could be met dishonestly before setting it.

One level in

The components of targets and thresholds

A component is something that exists afterwards which did not exist before — a deliverable or a mechanism, not an intention.

  1. The target

    What good looks like, with where the number came from.

    Learn
  2. The variation band

    How much the measure moves when nothing has changed.

    Learn
  3. The action threshold

    The level that triggers a response, and who responds.

    Learn

Ask how the target could be met dishonestly before setting it. Someone will eventually find that answer.