halo effect

The halo effect is the tendency for a single global impression of a person or thing to bleed into ratings of its specific, supposedly independent attributes, so that trait judgments correlate far more tightly than genuine independence would produce. The term halo was coined by Edward L. Thorndike in his 1920 paper "A Constant Error in Psychological Ratings," from WWI officers' ratings of aviation cadets; the fixed compound halo effect in common use today is a later crystallization, not Thorndike's printed wording (his paper says only "the constant error of the 'halo'"). It matters to this vault as the named mechanism sitting under an entire cluster of modern source-evaluation notes that describe the same failure without invoking it.

References

• claim-thorndike-1920-halo-effect-ratings-too-high-and-too-even — the origin finding and coinage
• observation-halo-effect-names-the-2025-reliability-credibility-leak — the 105-year bridge to 2025 work
• claim-source-reliability-and-credibility-are-not-judged-independently — the modern intelligence-analysis instance
• claim-reliability-aware-rag-estimates-source-reliability-separately-from-relevance — the RAG instance
• observation-intelligence-doctrine-and-rag-independently-derived-a-two-axis-source-model — the two-axis convergence the halo effect underlies
• Capture: 10-inbox/raw/2026-08-03-hop-thorndike-halo-effect.md

Updates

• 2026-10-31: A fifth facet, from peer-review literature rather than ratings psychology — Frachtenberg & McConville (2022) use "halo effect" / "status bias" / "prestige bias" interchangeably for a famous author's name biasing a reviewer's judgment of a new, unpublished submission. Checked as a candidate match for the vault's own "name-magnetism" case (Denker et al.'s 1988 paper drifting onto LeCun's name) and found a near-miss, not a fit: prestige bias runs at submission time, before publication; name-magnetism runs in retrospect, onto an already-published finding. Same family, different direction and timing. (observation-three-of-fables-six-attribution-drift-mechanisms-unmatched-in-literature)