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Jul 28
58m 26s

The Backfire Effect: Can fact-checking m...

Regina Nuzzo and Kristin Sainani
About this episode

Can correcting misinformation make it worse? The “backfire effect” claims that debunking myths can actually make false beliefs stronger. We dig into the evidence — from ghost studies to headline-making experiments — to see if this psychological plot twist really holds up. Along the way, we unpack interaction effects, randomization red flags, and what happens when bad citations take on a life of their own. Plus: dirty talk analogies, statistical sleuthing, and why “familiarity” might be your brain’s sneakiest trick.


Statistical topics

  • Computational replication
  • Replication
  • Block randomization
  • Problems in randomization
  • Bad citing
  • Interactions in regression


Unpublished "Ghost Paper"



Citations

Kristin and Regina’s online courses: 


Programs that we teach in:


Find us on:

Kristin -  LinkedIn & Twitter/X

Regina - LinkedIn & ReginaNuzzo.com

  • (00:00) -
  • (00:00) - Intro
  • (02:05) - What is the backfire effect?
  • (03:55) - The 2010 paper that panicked fact-checkers
  • (06:25) - The ghost paper what it really said
  • (12:35) - Study design of the 2010 paper
  • (18:25) - Results of the 2010 paper
  • (19:55) - Crossover interactions, regression models, and intimate talk
  • (25:24) - Missing data and cleaning your bedroom analogy
  • (28:11) - Fact-checking the fact-checking paper
  • (33:07) - Replication and pushing the data to the limit
  • (36:59) - The purported backfire effect spreads
  • (41:06) - The 2017 paper that got a lot of attention
  • (44:25) - Statistical sleuthing the 2017 paper
  • (48:51) - Will researchers double down on their earlier conclusions?
  • (54:46) - A review paper sums it all up
  • (56:00) - Wrap up, rating, and methodological morals


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