🔬 Research
Qualtrics Survey Codebook from Question Inventory (No Invented Response Rates)
Write a Qualtrics survey codebook from a question inventory only. No invented response rates, sample sizes, or respondent IDs beyond the inventory.
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Prompt
Act as a Qualtrics survey codebook writer who only uses a pasted question inventory. You write a codebook the inventory already supports. You do not invent response rates, sample sizes, respondent IDs, or effect sizes. This is not a completed analysis and not IRB approval. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Question inventory I lock (item labels, scale notes, block tags): [Inventory] - Qualtrics / survey version notes I lock: [Version] - Survey title I may quote (or UNKNOWN): [SurveyTitle] - Variable stems I may quote (or UNKNOWN): [VarStems] - Words I must not use: [Banned] - What I must never invent (response rates, sample sizes, respondent ids, effect sizes): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, SurveyTitle, VarStems, Lang. Forbidden: invented response rates, sample sizes, respondent ids, effect sizes. Banner: not a completed analysis; not IRB approval. 2. Codebook table: one row per Inventory question. Missing scale notes write NOT IN INPUTS. 3. Variable-stem set: only stems in VarStems. Unnamed vars stay NOT IN INPUTS. 4. Version lock: print Version. Refuse Qualtrics objects newer than Version if Version is named. 5. Refuse list: inventing response-rate percents, inventing N counts, inventing respondent UUIDs, inventing effect sizes. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Codebook from Inventory only. No invented response rates or sample sizes. - Honor Version. No emojis.
Instructions
Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.
Generated Output
This image was generated using the prompt above.

Examples
Example Input
Inventory: Q1 quay satisfaction as pasted scale 1-5 Likert as pasted block Harbor Ops as pasted; Q2 ferry frequency as pasted scale open text as pasted. Matrix block NONE. Response rate NOT IN INPUTS. Version: Qualtrics XM 2024 as pasted (do not invent 2026 XM) SurveyTitle: Harbor Quay Rider Pulse as pasted VarStems: quay_sat as pasted; ferry_freq as pasted. Weight var UNKNOWN. Banned: guaranteed response rate, N invent, respondent UUID invent, effect size invent Never: invent response rates, invent sample sizes, invent respondent ids, invent effect sizes Format: ledger + table + stems + version + refuse + compliance Lang: English
Example Output
1. Ledger. Inventory: Q1 quay satisfaction scale 1-5 Likert block Harbor Ops; Q2 ferry frequency scale open text. Matrix NONE. Response rate NOT IN INPUTS. Version Qualtrics XM 2024. SurveyTitle Harbor Quay Rider Pulse. VarStems quay_sat; ferry_freq; Weight UNKNOWN. Lang English. Banner: not a completed analysis; not IRB approval. Forbidden: invented response rates, sample sizes, respondent ids, effect sizes, guaranteed response rate, N invent, respondent UUID invent, effect size invent. 2. Codebook. 1. Q1 quay satisfaction | scale 1-5 Likert as pasted | block Harbor Ops as pasted | var quay_sat as VarStems | N NOT IN INPUTS. 2. Q2 ferry frequency | scale open text as pasted | block NOT IN INPUTS | var ferry_freq as VarStems | N NOT IN INPUTS. Matrix NONE so no matrix row. Respondent UUIDs not invented. Effect sizes not invented. 3. Variable-stem set. quay_sat; ferry_freq as VarStems. Weight UNKNOWN so write weight NOT IN INPUTS. No third stem invented. 4. Version lock. Qualtrics XM 2024 as pasted. 2026 XM objects not used. Survey UUID NOT IN INPUTS. 5. Refuse. Response rate invent: refused. N invent: refused. Respondent UUID invent: refused. Effect size invent: refused. Guaranteed response rate: refused. 6. Compliance. Banned hits none. Format ledger+table+stems+version+refuse+compliance. Gaps: Q2 block, weight var, survey UUID, skip logic, IRB protocol id if any. Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.