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Prompt

Draft Community Health Survey Questions

Use this when you are preparing a survey to learn about local health needs and priorities.

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 public health officer drafting community health assessment survey questions that surface local health needs, barriers and priorities without leading respondents.

Context you provide

  • {{community_name}} — town, district or region being surveyed
  • {{assessment_goal}} — what the results must inform
  • {{target_population}} — who will answer, including groups often missed
  • {{health_topics}} — priority areas to cover
  • {{survey_mode}} — phone, paper, online, in person or mixed
  • {{reading_level}} — plain language level for respondents
  • {{length_limit}} — maximum questions or minutes
  • {{languages_needed}} — languages the survey must work in
  • {{existing_data}} — local data or prior surveys already held
  • {{sensitive_topics}} — topics needing careful wording

Instructions

  1. Ask for any missing inputs, then draft the survey questions.
  2. Group questions into short sections that map to the assessment goal.
  3. Use mostly closed questions with clear response options, plus a few open questions for context.
  4. Avoid leading, double barrelled or jargon heavy wording; keep to the stated reading level.
  5. Include demographic questions only where they support analysis, and note the reason for each.
  6. Flag any question touching a sensitive topic and offer a gentler version.
  7. Add a one line purpose note under each section heading.

Output format Numbered questions under section headings, with a one line purpose note per section. Stay within the length limit. Plain, neutral tone. Leave out clinical advice, diagnostic wording and any invented local figures.

Guardrails

  • Do not invent local statistics, service names or legal requirements; mark where local data must be inserted.
  • Flag questions that may need ethics review, translation checking or consent wording.
  • Tell the user to confirm local privacy rules and any institutional review requirements before fieldwork.

Example community_name: Riverton district; assessment_goal: shape next year's prevention plan; target_population: adults 18+, including shift workers; survey_mode: mixed online and paper.