Panel Cumulative Response as Poll Credibility

Survey reports should foreground the cumulative recruitment response rate (not just survey‑level response) because a very low cumulative rate — here 3% for the American Trends Panel — changes how much we should weight headline margins of error and representativeness claims. Making that rate a standard headline metric would force clearer public discussion about poll reliability, especially for subgroups reached via oversamples and weighting. — If widely reported, cumulative response rates would sharpen public and media judgments about which polls deserve confidence, altering coverage and campaign strategies in real time.