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April 7, 2025 68 mins

Wear red and drive men wild with lust – or so says scientific research on color’s role in human mating. But can a simple color swap really boost a woman’s hotness score? In this episode, we delve into the evidence behind the Red Dress Effect, from a controversial first study in college men to what the latest research says about who this trick might work for (and who it might not). Along the way we encounter red monkey butts, old-Internet websites, the Winner’s Curse in scientific research, adversarial collaborations, and why size (ahem, sample size) really does matter. 

Statistical topics

  • Reproducibility crisis in psychology
  • Sample size
  • Selection bias
  • Winner’s curse
  • Cohen’s d standardized effect size
  • Adversarial collaboration
  • Meta-analysis
  • Preregistration
  • Publication bias
  • Statistical moderators

Methodological morals

“The smaller the sample, the flashier the result, the less you should trust it.”

“Good scientists learn from their statistical mistakes and fix them.”



References


Kristin and Regina’s online courses: 

Demystifying Data: A Modern Approach to Statistical Understanding  

Clinical Trials: Design, Strategy, and Analysis 

Medical Statistics Certificate Program  

Writing in the Sciences 

Epidemiology and Clinical Research Graduate Certificate Program

Chapters

  • (00:00) - Introduction
  • (06:04) - Red Dress Effect on TV
  • (10:01) - Red Monkey Butts
  • (12:56) - 2008 Study on Romantic Red
  • (16:04) - HotOrNot.com
  • (20:10) - 2008 Study Results
  • (25:10) - Cohen’s d Standardized Effect Size
  • (30:52) - Problems with Small Sample Sizes
  • (34:12) - Winner’s Curse and Publication Bias
  • (38:40) - Reproducibility Crisis
  • (44:03) - Adversarial Collaboration
  • (49:01) - Meta-Analysis and Pre-Registration
  • (55:23) - Adversarial Discussion Sections and Updates
  • (01:02:55) - Latest Red Study
  • (01:06:26) - Wrap-Up


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