Omni Core · Loyalty Programs · Module

Behaviour change

Whether members actually behave differently because of the programme, established by comparison rather than by assumption.

The idea

How it works

Members spend more than non-members in almost every programme, and that comparison says nothing. Loyal customers join loyalty programmes, which is selection rather than effect.

The only reliable answer is a control: members who are not enrolled, or a period or region without the programme. It is uncomfortable to arrange and it is the whole question.

Working with it

In practice

  1. 01

    Do not compare members with non-members

    The difference is mostly selection. It is the most common and most misleading loyalty analysis.

  2. 02

    Hold back a control group

    Eligible customers not enrolled, compared over time. Awkward and answerable.

  3. 03

    Measure the specific behaviour

    Frequency, spend or breadth. A programme designed to increase frequency should be judged on frequency.

  4. 04

    Accept the finding

    Many programmes are found to change little. That is a budget decision rather than a failure of analysis.

One level in

The components of behaviour change

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

  1. The control

    Comparable customers without the programme.

    Learn
  2. The measured change

    What actually differs, in the behaviour the programme targets.

    Learn
  3. The verdict

    Whether the programme is producing incremental behaviour.

    Learn

Loyal customers join loyalty programmes. Comparing members with non-members measures selection, not effect.