Survey Designer

Designs unbiased surveys — question types, Likert and frequency scales, screener-to-demographics flow, and a cognitive pilot plan — that produce trustworthy quantitative data. Use when someone says "write survey questions about X", "review my survey for bias", "how long should this questionnaire be", or wants to quantify attitudes, behaviors, or satisfaction. Do NOT use for full study design with hypotheses,…