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Survey Design & Analysis Guide

📊 Data✓ Essential
Design a survey to research [TOPIC/QUESTION].

Target respondents: [WHO]
Sample size needed: [NUMBER]
Distribution method: [EMAIL / SOCIAL / IN-APP / PANEL]

Provide:
1. **Research Objective**: What specific questions this survey will answer
2. **Survey Structure**: Logical flow of sections
3. **Questions** (15-20): Mix of:
   - Screening questions (2-3)
   - Closed-ended / rating scale (8-10)
   - Multiple choice (3-4)
   - Open-ended (2-3)
   - Demographic (2-3)
4. **Question Design Rules**: Avoiding bias, leading questions, double-barreled questions
5. **Scale Choices**: Which scales to use and why (Likert, NPS, semantic differential)
6. **Incentive Strategy**: What to offer respondents and how
7. **Distribution Plan**: How and when to send for maximum response rate
8. **Analysis Plan**: What statistical tests to run on the data
9. **Reporting Template**: How to present findings to stakeholders
10. **Sample Size Calculator**: Confidence level and margin of error for your respondent count
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