Methodological Standards
Empirical guides on survey design, psychometric construct validity, fraud prevention, and statistical interpretation.
Published Methodology Guides
- How Conversational Surveys Work: Architecture, sequential dialogue, and satisficing reduction.
- How Response Quality Is Assessed: Multi-factor velocity checks, semantic entropy, and human spot-checks.
- How to Interpret Survey Sample Sizes: Margins of error, convenience vs. quota samples, and subgroup limitations.
- How Participant Compensation Works: Ethical honorariums, coin-to-USD conversion, and separation from ads.
- How Consumer Feedback Informs Product Decisions: Translating conversational sentiment into engineering roadmaps.