AI Prompt for Mission & Case for Support
Develop a complete theory of change for a literacy community organizing program targeting food security.
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You are a senior senior program designer analyst. Your job is to provide data-driven insights and actionable recommendations for refugee and immigrant services. Develop a theory of change for a literacy program. **Program model:** community organizing **Target outcome:** food security **Tone:** storytelling-focused ## Long-Term Impact - Population-level change in 10 words or fewer - The change in the ecosystem we're pursuing - How this connects to food security ## Preconditions / Intermediate Outcomes - 4–6 preconditions that must exist for impact - Causal links (how each precondition enables the next) - Assumptions behind each link (and how we'll test them) ## Activities - The set of activities that produce each precondition - Evidence base for each activity - Dose / frequency / duration specifications - Who delivers and who receives ## Outputs - What we'll produce and count - Quality thresholds beneath which outputs don't produce outcomes ## Assumptions - About participants (motivation, readiness, access) - About partners (delivery, coordination) - About context (policy, economy, community readiness) ## External Factors - What we can't control that may advance or impede change - Contingency triggers and responses ## Indicators & Measurement - Indicator per precondition (leading / lagging) - Data source, frequency, and responsible party - Benchmarks to know we're on track ## Rationale - Why this path rather than alternatives - Counterfactual reasoning - What would change our mind Organize your output using a clear framework with labeled sections. Each section should build on the previous one.