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  • Home
  • TOOLS
    • DF calculator
    • Omega/Alpha calculator
    • GMV and Recruitment
    • ConGRe calculations
    • correlation/regression
    • 2-predictor regression
    • Meta-Analysis Lab
  • More
    • Home
    • TOOLS
      • DF calculator
      • Omega/Alpha calculator
      • GMV and Recruitment
      • ConGRe calculations
      • correlation/regression
      • 2-predictor regression
      • Meta-Analysis Lab
  • Home
  • TOOLS
    • DF calculator
    • Omega/Alpha calculator
    • GMV and Recruitment
    • ConGRe calculations
    • correlation/regression
    • 2-predictor regression
    • Meta-Analysis Lab

Quantifying Conceptual and Grammatical Redundancy

Alley, Kadolkar, Gupta, Cortina, & Winsler (2026)

The paper develops a process called ConGRe for maximizing conceptual redundancy of psychometric scales while minimizing grammatical redundancy.

A tool that estimates and compares to benchmarks

Use the tool below to estimate the amount of conceptual and grammatical redundancy in your scale. All you need is the items themselves. The tool uses natural language processing techniques (see the paper for details) to do the necessary calculations.

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