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R0007/2026-03-19/C001/SRC01

Research R0007 — AI Made Everyone Faster
Run 2026-03-19
Claim C001
Search S01
Result S01-R01
Source SRC01

O'Boyle & Aguinis (2012) — The Best and the Rest

Source

Field Value
Title THE BEST AND THE REST: REVISITING THE NORM OF NORMALITY OF INDIVIDUAL PERFORMANCE
Publisher Personnel Psychology (Wiley)
Author(s) Ernest O'Boyle Jr., Herman Aguinis
Date 2012
URL https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1744-6570.2011.01239.x
Type Research paper

Summary

Dimension Rating
Reliability High
Relevance High
Bias: Missing data Low risk
Bias: Measurement Some concerns
Bias: Selective reporting Low risk
Bias: Randomization N/A — not an RCT
Bias: Protocol deviation N/A — not an RCT
Bias: COI/Funding Low risk

Rationale

Dimension Rationale
Reliability Published in a top-tier peer-reviewed journal (Personnel Psychology). Won Best Article award. Over 1,000 citations.
Relevance This is the primary source for the claim being verified.
Bias flags Measurement concerns noted by Beck et al. (2014) who argued measurement characteristics influence observed departures from normality. However, the core finding of non-normal distributions has been broadly replicated.

Evidence Extracts

Evidence ID Summary
SRC01-E01 Study parameters: 5 studies, 198 samples, 633,263 individuals
SRC01-E02 Power-law (Paretian) distribution finding
SRC01-E03 Output concentration figures not found in secondary sources