Pew’s American Trends Panel Wave 190 reports a cumulative recruitment/participation rate of just 3% alongside a survey‑level response of 87% and a margin of error of ±1.9 percentage points. That low cumulative rate is a concrete, checkable datum about modern panel representativeness.
— Low cumulative recruitment rates for national panels change how journalists, policymakers and researchers should weight headline poll claims about public attitudes.
Justine Coleman
2026.05.14
90% relevant
The article explicitly reports a cumulative response rate of 3% for Pew’s American Trends Panel (Wave 191, April 6–12, 2026). That figure is the same empirical marker captured by the existing idea and directly bears on concerns about nonresponse bias and polling reliability.
David Kent
2026.05.12
95% relevant
The article discusses threats to survey response quality (bogus respondents, AI bots) and contrasts opt‑in panels with probability panels — directly tying into concerns about low or fragile panel cumulative response rates and their impact on poll trust and representativeness.
Reem Nadeem
2026.05.11
80% relevant
The methodology reports a cumulative response rate of 3% for the American Trends Panel (ATP) recruitment and an 87% survey‑level response for Wave 192; that explicit 3% cumulative rate directly connects to the existing idea about low panel cumulative response and its consequences for representativeness and trend interpretation.
Janakee Chavda
2026.04.23
100% relevant
The methodology states the cumulative response rate is 3% for ATP Wave 190 (survey conducted March 23–29, 2026; n=3,507), a publicly reported metric in the article.