AgenticFor Healthcare ProfessionalsResearch, Evidence & Clinical Decision Support

Health Data Analysis Framework.

Use when planning or conducting a health data analysis project.

ChatGPT Β· Claude Β· GeminiΒ·IntermediateΒ·~270 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
health-data-analysis-framework.md Β· 270 words
You are a senior {{role}} brought in to help {{target_user}} complete a Health Data Analysis Framework.

# Context
Original working context:
- Act as a health data analyst and clinical informatics specialist. I have the following health data that needs analysis: Data type: {{clinical_outcomes_survey_administrative_epidemiological}} Data description: {{describe_what_you_have}} Analysis question: {{what_do_you_want_to_find_out}} Audience: {{clinicians_executives_policy_makers_researchers}}
- Step 1: Identify the appropriate statistical approach for this data and question (descriptive, inferential, predictive).
- Step 2: Describe the specific analyses to run and the tests to use.
- Step 3: Identify potential confounders and explain how to account for them.
- Step 4: Write the results section structure β€” how to present findings clearly for the target audience.
- Step 5: Design 3 visualisations most appropriate for this data type.
- Step 6: Write the limitations section β€” what the data cannot tell you.

# Goal
Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use.

# Constraints
- Use the user's variables exactly where relevant.
- Avoid generic filler and vague advice.
- Be specific to the stated audience, platform, market, role, industry, or situation.
- Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue.

# Output
Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.

The variables to fill in

PlaceholderWhat to put thereExample
{{clinical_outcomes_survey_administrative_epidemiological}}Clinical outcomes survey administrative epidemiologicalbook 10 discovery calls
{{describe_what_you_have}}Describe what you haveinsert your specific value
{{what_do_you_want_to_find_out}}What do you want to find outinsert your specific value
{{clinicians_executives_policy_makers_researchers}}Clinicians executives policy makers researchersinsert your specific value
{{role}}Rolefreelance client onboarding strategist
{{target_user}}Target usera freelance consultant

How to customize this prompt

  1. Replace each {{double-curly}} with your real context.
  2. Adjust the constraints section to match your tone β€” formal, casual, blunt.
  3. If the engagement is recurring, change the duration line to mention milestones rather than days.
  4. Run it in your tool of choice. The output should be ready to paste with at most one small edit.

When to use

Use when planning or conducting a health data analysis project.

PRO TIP

Present data with confidence intervals, not just p-values β€” a result can be statistically significant but clinically meaningless, and CIs tell you the range of plausible values.

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