Language models accurately infer correlations between psychological items and scales from text alone

Table of contents

Pilot Study

• Import and prepare data
• Pilot Study Results
  • Interactive Item Plot

Main results pilot

Registered Report Stage 1

• Registered Report Precision Simulations

Registered Report Stage 2: Validation Study

• Import and prepare data
• Codebook
  • Data in CSV format
  • Data in SAV format
  • Data in RDS format
  • Documentation of data cleaning
• Validation Study Results
  • Interactive Item Plot (Registered Report)
  • Margin of error comparison

Main results validation