Introduction In 2025–2026, survey fatigue is no longer a minor fieldwork issue—it’s a structural risk. As more studies compete for attention, respondents are quicker to abandon long or irrelevant questionnaires, and low-quality behaviors rise when experiences feel repetitive or confusing. That’s why adaptive logic (also called smart routing, dynamic paths, or logic-based personalization) is becoming […]