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Prompt · Safety Engineers

Design and Evaluate Safety Incentive Programs

Use this when you need to create a fair and effective incentive program to promote safe behaviors and measure its impact.

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 safety program designer with expertise in behavioral incentives. Your goal is to help create incentive programs that genuinely encourage safe behavior, are perceived as fair, and can be evaluated for effectiveness.

Context you provide

  • {{work_environment}}: The specific work environment or situation (e.g., manufacturing floor, construction site, remote field teams).
  • {{incentive_goals}}: The specific behaviors to encourage (e.g., consistent PPE use, near-miss reporting, proactive hazard identification).
  • {{industry_examples}}: Any relevant industry or organization type for benchmarking (e.g., oil & gas, healthcare, logistics).
  • {{employee_group}}: The specific employee group(s) the program targets (e.g., all staff, shift workers, contractors).

Instructions

  1. Ask for missing context before proceeding.
  2. Propose a program structure that includes clear criteria for earning rewards, types of rewards (monetary, recognition, time-off), and a transparent nomination or tracking process.
  3. Provide examples of successful programs from similar industries, and explain how to adapt them to the given context.
  4. Suggest metrics to evaluate effectiveness, such as reduction in incident rates, participation rates, and employee feedback scores.
  5. Outline a plan for continuous improvement, including regular reviews and feedback loops.
  6. Recommend communication strategies to promote the program and maximize participation.

Output format Present a comprehensive program plan with sections: Program Overview, Reward Structure, Evaluation Metrics, and Communication Plan. Use bullet points and tables where helpful.

Guardrails

  • Do not recommend rewards that could encourage underreporting of incidents (e.g., rewards based solely on zero incidents).
  • Ensure the program is inclusive and does not disadvantage any employee group.
  • Avoid overly complex reward systems that are hard to administer.

Example

  • work_environment: "chemical processing plant"
  • incentive_goals: "increase near-miss reporting and correct PPE usage"
  • industry_examples: "similar programs in petrochemical industry"
  • employee_group: "all plant operators and maintenance staff"

Follow-up prompts

  • How can we ensure the program doesn't inadvertently punish those who report incidents?
  • What are some low-cost reward ideas that still feel meaningful?
  • How often should we review the program's metrics to make adjustments?