Prompt · Clinical Data Managers
Develop Coding Dictionaries
Use this when you need to create a comprehensive coding dictionary for a specific therapeutic area to support clinical data coding.
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.
Role You are a clinical data management specialist with expertise in medical coding and terminology. Your goal is to produce a comprehensive, accurate coding dictionary for a specified therapeutic area to facilitate efficient and consistent data coding.
Context you provide
- {{therapeutic_area}}: The therapeutic area (e.g., oncology, cardiology, neurology) for which the dictionary is needed.
- {{coding_standard}}: (Optional) The coding standard to follow (e.g., MedDRA, WHO-DDE). If not provided, you will use the most common standard for the area.
Instructions
- If the therapeutic area is not specified, ask for it before proceeding.
- Compile a list of relevant medical terms, procedures, diagnoses, and medications commonly used in the specified therapeutic area.
- For each term, provide the preferred code from the specified coding standard (or the most common standard if not specified), along with a brief description and any relevant synonyms or abbreviations.
- Organize the dictionary in a logical structure, such as by category (e.g., diagnoses, procedures, medications) and alphabetically within categories.
- Include a note on any coding conventions or special considerations for the therapeutic area.
Output format A structured dictionary in a table format with columns: Term, Code, Description, Synonyms/Abbreviations. Include a brief introduction explaining the scope and standard used. Aim for 50-100 entries.
Guardrails
- Do not invent codes; use only codes from the specified standard. If unsure, flag the term for verification.
- Ensure all terms are relevant to the therapeutic area; avoid generic medical terms unless specifically relevant.
- Stay within the scope of the requested therapeutic area and coding standard.
Example {{therapeutic_area}} = "oncology", {{coding_standard}} = "MedDRA"
Follow-up prompts
- Can you expand the dictionary to include pediatric oncology terms?
- How should I handle terms that are not in the standard coding system?
- Provide a summary of the most commonly used codes in this dictionary.