The Backfire Effect: Can fact-checking make false beliefs stronger?

The Backfire Effect: Can fact-checking make false beliefs stronger?

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Unpublished "Ghost Paper"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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