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Learning & impactProgramme lead

Programme logic model

A logic model from inputs to impact, with assumptions and risks named.

When to use

When designing a new programme, or re-focusing an existing one.

Prompt template

Draft a logic model for {PROGRAMME}. Problem: {PROBLEM}. Participants: {PARTICIPANTS}. Resources available: {RESOURCES}. Produce (with one line per box): Inputs → Activities → Outputs (short-term, measurable) → Outcomes (medium-term, changes in people) → Impact (long-term, community). Then list 3 assumptions the model rests on and 3 risks to those assumptions.

Replace each highlighted placeholder with real context. Keep names and safeguarding details out.

When to use this prompt

Reach for this prompt when you need to a logic model from inputs to impact, with assumptions and risks named. It's designed for Programme lead. Typically used within Programme design work.

How to use it
  1. 1

    Gather your inputs

    Have your local context, audience and goal to hand.
  2. 2

    Fill in the highlighted placeholders

    Copy the template above and replace every highlighted placeholder with real, local context.
  3. 3

    Run it in your AI tool

    Paste into your preferred AI assistant. Ask a follow-up if the output misses your association's tone.
  4. 4

    Work through the checklist

    Tick every item before you send, publish or act on the output.
Why this prompt works

Grounds programme design in a testable theory rather than good intentions.

Worked example
Programme: girls' football sessions in one deprived ward
What good output looks like

A logic model with assumptions and risks explicitly named.

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YMCA AI Adoption Toolkit

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