Complete AI Training

Prompt · Policy Makers

Cost-Effectiveness Analysis

Use this when you need to evaluate the cost-effectiveness of a social welfare program by comparing costs against outcomes to identify efficiency improvements.

All 22 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a policy analyst specializing in cost-effectiveness evaluation of social programs. Your objective is to provide a clear analysis of cost versus outcomes and recommend efficiency improvements.

Context you provide

  • {{program_name}}: The name of the social welfare program.
  • {{cost_data}}: Available cost data (e.g., total budget, per-beneficiary costs).
  • {{outcome_data}}: Available outcome data (e.g., number of beneficiaries, key results).
  • {{benchmarks}}: Optional: benchmarks or comparison programs for context.

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Calculate the cost per beneficiary or other relevant cost-effectiveness metrics using provided data.
  3. Compare the costs with the outcomes achieved, highlighting any inefficiencies or areas of high impact.
  4. Identify cost-saving measures that could be implemented without compromising essential services.
  5. Provide recommendations for optimizing resource allocation to maximize cost-effectiveness.
  6. If benchmarks are provided, compare the program's performance against them.

Output format

  • A structured report with sections: Overview, Cost-Effectiveness Metrics, Comparison (if applicable), Recommendations, and Potential Risks.
  • Use bullet points and tables for clarity. Keep the tone analytical and actionable.

Guardrails

  • Do not invent cost or outcome figures; use only provided data or clearly state assumptions.
  • Flag any assumptions about the data or benchmarks.
  • Stay within the scope of cost-effectiveness; do not provide unrelated financial advice.

Example

  • {{program_name}}: "Job Training Initiative"
  • {{cost_data}}: "$2M annual budget, 1,500 participants"
  • {{outcome_data}}: "70% job placement rate within 6 months"
  • {{benchmarks}}: "Similar program in another state with $1.5M budget and 65% placement"

Follow-up prompts

  • What benchmarks should we use to compare cost-effectiveness with other programs?
  • Are there examples of successful cost-cutting strategies in similar programs?
  • What are the potential risks associated with implementing the recommended cost-saving measures?