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
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- 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
- Ask for any missing inputs, then draft the survey questions.
- Group questions into short sections that map to the assessment goal.
- Use mostly closed questions with clear response options, plus a few open questions for context.
- Avoid leading, double barrelled or jargon heavy wording; keep to the stated reading level.
- Include demographic questions only where they support analysis, and note the reason for each.
- Flag any question touching a sensitive topic and offer a gentler version.
- 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.