Claims

Boundary conditions: some biases fit the two meta-biases only with argument or for some subgroups

Claim · All claims
Evidence · 1 study · theoretical r3 · q1
Currency · newest study 2018 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q1 i? The below-average effect (students rating themselves below average in hard domains) and hostile attribution bias fit the framework only via additional argument, and cultural differences may limit generalizability. → Gehlbach 2018

Evidence

Gehlbach 2018

Gehlbach, H., & Vriesema, C. C. (2018). Meta‐bias: A practical theory of motivated thinking. Educational Psychology Review. https://doi.org/10.1007/s10648-018-9454-6

q1 · i? · theoretical · r3

In its limitations section the article reports, citing Kruger (1999), that students systematically rate themselves below average in hard domains, apparently against the self-enhancement motive; the authors argue this may instead serve cognitive efficiency via an easier proxy question. The article also notes hostile attribution bias and cultural variation as open challenges.

"However, Kruger (1999) also describes a “below-average” effect in which he asks students about domains that are generally perceived to be hard—e.g., chess, juggling, and computer programming—and finds that they systematically rate themselves below the average of their peers."

Discussion

Page metadata
Field Value
type claim
id meta-bias-boundary-conditions
title Boundary conditions: some biases fit the two meta-biases only with argument or for some subgroups
description Boundary conditions: some biases fit the two meta-biases only with argument or for some subgroups
status review
evidence_strength weak
newest_evidence 2018
generated by process:wiki-ingest on 2026-10-21
trust unverified — no one has confirmed this page's content
sources 1 — gehlbach-2018

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