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I tracked 47 flights with a smart ring to quantify IMSAFE's blind spot

I tracked 47 flights with a smart ring to quantify IMSAFE's blind spot

by jerr12939·Jun 26, 2026·3 points·0 comments

AI Analysis

●●SolidNiche GemCozy

Honest N=1 aviation fatigue study with p-values and non-significant results shown.

Strengths
  • 168 days of tracked data with honest statistical transparency (p=0.084, r²=0.068).
  • Interactive heatmaps and OLS trendlines make fatigue patterns visually clear.
  • Clear disclaimers about non-FAA-approved status and proprietary metric limitations.
Weaknesses
  • N=1 self-experiment limits generalizability beyond personal situational awareness.
  • No reusable tool—this is a data visualization supplement to a blog article.
Category
Target Audience

Pilots, aviation safety researchers, quantified self enthusiasts

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