Salt shaking the PPP poll on Ashley Moody vs. Alex Vindman

A newly released Public Policy Polling survey suggests Florida’s U.S. Senate race may be tighter than previously thought, but a closer look at the numbers — and more importantly, the methodology — raises serious questions about how much weight to assign the result.

The topline finding shows U.S. Sen. Ashley Moody leading Alex Vindman 43% to 40%, with 17% undecided. On its face, that margin sits within the poll’s stated ±4.1% margin of error, signaling a competitive contest. But experienced observers will immediately note the provenance: the poll was commissioned and released by the Vindman campaign, which requires a more disciplined reading of both the data and the assumptions layered on top of it.

The most aggressive claim in the campaign memo is not the horse race itself, but the projection that undecided voters — who hold a net negative view of President Donald Trump — will break disproportionately against Moody. That is a political argument, not a polling finding. Undecided voters in Florida are not a uniform bloc; they include low-information voters, weak partisans and late deciders who historically break in uneven and sometimes unpredictable ways.

The methodology is technically defensible but lacks transparency where it matters most. The sample includes 574 registered voters over a short field period, using a hybrid text and landline approach that is standard in modern polling. The issue is not the mode — it is the model. Rather than weighting the sample to Florida’s voter file, the poll relies on respondents’ recall of their 2024 presidential vote, producing a Republican-leaning sample of Trump +13.

That is a soft metric. Voter recall is notoriously unreliable, particularly in a polarized environment where “bandwagon bias” leads respondents to misreport past behavior. Florida offers one of the most precise voter files in the country, and the best practice is to weight to actual registration and turnout history. Without that, the poll becomes harder to audit and less predictive.

Context is equally important. Independent surveys using likely-voter screens — including those from UNF and Emerson College — have consistently shown Moody with a more comfortable lead, ranging from 7 to 8 points. That gap is not incidental. Registered voter samples in Florida tend to overrepresent lower-propensity Democratic voters who are less likely to participate in Midterm Elections.

There are still useful signals in the data. Moody’s relatively high “no opinion” numbers suggest she has not fully defined herself with voters statewide, a common challenge for appointed incumbents. But one campaign-sponsored poll, based on a registered-voter universe and recall-based weighting, does not fundamentally alter the trajectory of the race.

In the end, this survey is best understood as a data point with a perspective. It may indicate movement at the margins, but it does not yet rewrite the underlying fundamentals of the contest.

A three-point margin among registered voters, modeled on the recalled presidential vote, released by the trailing campaign, diverging by five to eight points from every independent survey of this race, does not rewrite the story of this contest.

It is one data point with a return address and a sprinkle of salt from the salt shaker.

___

Steven J. Vancore is the president of Clearview Research. He has nearly 40 years of experience conducting polls and focus groups throughout Florida and serves as an adjunct instructor in the Master’s of Applied American Policy and Politics program at FSU. He can be reached at [email protected].