Cross Tabs
Avsnitt

The Weighting Game with Ariel Edwards-Levy

Dela

Before things get heavier this fall, a conversation about the plumbing: CNN Polling and Election Analytics Editor Ariel Edwards-Levy joins Farrah to talk about why survey response rates keep sliding, what fraud and burnout look like from the respondent's side, and a fun experiment Ariel ran called "Why Are You Talking to Me?" — which breaks down, by age, race, and party, the real reasons people bother answering a poll at all.

Guest

Ariel Edwards-Levy is CNN's Polling and Election Analytics Editor, where she covers public opinion research and helps shape how CNN reports on polling.


In this episode

  • What actually happens at AAPOR (the annual gathering of, as Ariel puts it, "survey nerds")
  • Why response rates keep falling, and what that forces researchers to do with weighting
  • The fraud problem in online panels: bots, incentive arbitrage, and people gaming their way onto U.S. panels from outside the country
  • "Fit for purpose" research: why the right sample depends on whether you're trying to measure opinion, predict an outcome, or build a persuasion strategy
  • Low propensity voters, low social control, and why the people least likely to say their voice is heard elsewhere are often the ones most willing to take a political survey
  • Survey-design experiments that backfired — including one where researchers tried to end a survey with a joke and had to kill the test because it tanked completion rates
  • Ariel's own AAPOR presentation, "Why Are You Talking to Me?" — a 2025 survey experiment asking respondents their real motivation for answering: making their voice heard (43%), the incentive (29%), or just enjoying the questions (22%) — broken down sharply by age, race, and partisanship
  • Why "make your voice heard" recruitment messaging pulls in a very different (older, more partisan) respondent than other messaging
  • What it takes to get people who don't trust polling, or don't think of themselves as political, to participate anyway
  • How Ariel thinks about her job as a journalist covering public opinion — presenting what people think without telling readers what to do with it
  • A behind-the-scenes moment from CNN's State of the Union video-response project, and why hearing an actual respondent's voice changes how the data lands


Notable quotes"Don't jerk survey respondents around." — Ariel, on what she took away from a wave of survey-design experiments at AAPOR

"When there's no incentive to lie, people tend to be lazy and not lie." — Farrah, on why paid respondents tend to answer honestly

"I worry for anybody who feels very prepared for an election season — that demonstrates to me a worrying level of confidence." — ArielReferenced in this episode

  • AAPOR (American Association for Public Opinion Research) annual conference
  • VeraSight's AAPOR omnibus (their annual free-question booth at the conference)


Coming up on Cross Tabs

This one's the calm before a harder run of episodes — next up, we're getting into the midterms, political identity, what people actually want out of policy, and the future of democracy.

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