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Evidence locker · triangulate the cluster

Out-Group Homogeneity Bias

The tendency to perceive members of groups one does not belong to ("them") as more similar to one another than members of one's own group ("us").

Evidential strength ↑ (n / replications)
robustnoise

Quattrone & Jones (1980) — rival universities

· n?

Park & Rothbart (1982) — sororities

· n≈90

Boldry, Gaertner & Quinn (2007) — meta-analysis of measures

· n≈12078

Mullen & Hu (1989) — meta-analysis on group size

· meta

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Mixed

The claim

First experimentally established by Quattrone and Jones (1980), who found Princeton and Rutgers students judged a single rival-school student's choice as more predictive of his whole university than they did for their own school.

Effect size → (null · small · moderate · large)

Reading the scatter. ★ chits are real-world incidents (vivid, but n = 1, so they sit low on strength). The cluster is split: the best-powered field evidence lands upper-right, while several lab paradigms sit lower and weaker. Read the construct paradigm by paradigm.

Exhibit index

· n?

Quattrone & Jones (1980) — rival universities. Participants generalized one out-group member's choice to the whole out-group more than they did for an in-group member, treating the out-group as more internally uniform.

George A. Quattrone, Edward E. Jones, 1980 · University students (Princeton/Rutgers); multiple studies in the paper

· n≈90

Park & Rothbart (1982) — sororities. Participants judged their own sorority's members as more dissimilar/variable than out-group raters judged them, and rated out-group sororities as more internally similar — the out-group homogeneity pattern.

Bernadette Park, Myron Rothbart, 1982 · n = 90 (about 30 per sorority)

· n≈12078

Boldry, Gaertner & Quinn (2007) — meta-analysis of measures. A small but reliable overall tendency to perceive more variability in the in-group than the out-group; the effect was stronger for real (non-minimal) than for minimal/experimentally-created groups; different measures produced systematically different — sometimes opposite — patterns, with some measures yielding in-group homogeneity.

Jennifer G. Boldry, Lowell Gaertner, Jeff Quinn, 2007 · 177 effect sizes from 173 independent samples; 12,078 participants

· meta

Mullen & Hu (1989) — meta-analysis on group size. Majority-group members showed relative out-group homogeneity, whereas minority-group members tended to show the reverse — relative in-group homogeneity — indicating the effect is moderated by, and can reverse with, group size/status.

Brian Mullen, Li-tze Hu, 1989 · meta-analytic (multiple studies)

Why the shortcut forms

Three main accounts compete. (1) Differential familiarity / exemplar storage: people encounter far more in-group than out-group members, so memory holds more distinct in-group exemplars, making the in-group look more varied (Linville, Fischer & Salovey, 1989). (2) Differential representation: in-groups are stored as both individual exemplars and abstract prototypes, while out-groups are stored mainly as prototypes (Judd & Park, 1988). (3) Self-categorization / intergroup-context accounts: homogeneity perceptions are context-dependent comparative judgments, not fixed memory artifacts (Haslam, Oakes et al.), which explains why context manipulations and minority status can eliminate or reverse the effect.

The familiarity and dual-representation accounts struggle to explain that the effect is context-sensitive, can be made to disappear, reverses for minority-group members (Mullen & Hu, 1989), and does not appear reliably for some categories such as gender. This is the core mechanism debate: a stable cognitive bias vs. a flexible, comparison-driven judgment.

Replication

Mixed

The basic direction replicates across many paradigms and is meta-analytically reliable, but the effect is small and highly conditional. Boldry, Gaertner & Quinn (2007) showed its appearance depends on the measure used, with some measures producing the opposite (in-group homogeneity) pattern; Mullen & Hu (1989) showed it reverses for minority-group members; and it is unreliable for certain categories such as gender. It is best described as a real but context-dependent and moderator-laden effect rather than a uniformly robust law.

The seminal Quattrone & Jones (1980) and Park & Rothbart (1982) studies predate standardized effect-size reporting, so their magnitudes are described qualitatively here ("not reported"). The granular per-measure d-values circulating in secondary summaries (e.g., d≈0.45 for dispersion vs. d≈0.20 for range) appeared in a search-engine synthesis and could not be verified against the Boldry et al. (2007) full text (publisher returned 403), so only the verified characterization "small but reliable" with 177 effect sizes / 12,078 participants is asserted. The Mullen & Hu (1989) reversal and the meta-analytic counts were confirmed via secondary/encyclopedic sources rather than the original PDFs. The most important honesty point: this is a real but small and heavily moderated effect that reverses for minority groups and depends on the measurement instrument — not a universal law.

What to log instead

Force individuation and seek disconfirming variety: deliberately list several specific, distinct out-group members or sub-segments before making any judgment, and increase genuine contact/familiarity with the out-group, since the effect shrinks or reverses with greater exposure (the minority-group reversal in Mullen & Hu, 1989) and is sensitive to how variability is assessed.

Mullen & Hu (1989) found minority members, who have more exposure to the majority out-group, show reduced or reversed out-group homogeneity; Boldry et al. (2007) showed the effect is measure-dependent, implying judgments can be reframed.

Catch it in the act

Watch for "they're all the same" reasoning — generalizing from one member of an out-group (a rival company, a foreign market, the opposing political party, another profession) to the entire group, while readily acknowledging your own group's internal diversity. The asymmetry (rich variety for "us," a single type for "them") is the tell.

Catalogued from George A. Quattrone, Edward E. Jones, 1980 — The perception of variability within in-groups and out-groups: Implications for the law of small numbers.

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