Cognitive Biases

CogBias

A practical cognitive-bias site with clear definitions, learning paths, assessments, self-audits, and debiasing tools.

Compare Biases

Halo Effect vs Fundamental Attribution Error

The halo effect lets one positive impression spill into unrelated judgments; fundamental attribution error overreads behavior as character while underreading situation.

Halo effect

Core pattern

One salient good quality raises judgments about other qualities without independent evidence.

Ask: Which unrelated trait is being inferred from the admired feature?

Fundamental attribution error

Core pattern

Behavior is explained by stable character while situational pressures are ignored.

Ask: What pressures, constraints, incentives, or accidents could explain the behavior?

Why people mix them up

Both can make a people judgment feel obvious before evidence is strong enough.

Quick rule

Ask whether one admired trait is spilling outward, or whether a behavior is being turned into a trait explanation too quickly.

Diagnostic questions

Use these before deciding which label should carry the lesson.

Is the judgment moving from one trait to another trait?

Is the judgment moving from one behavior to a character explanation?

What would you think if the same behavior came from a less admired person?

Mini cases

The same surface area can point to different underlying mechanisms.

Halo effect

A charismatic speaker is assumed to be technically competent.

Why: Warmth and polish are spilling into competence.

Fundamental attribution error

A person snaps once in a stressful meeting and is labeled disrespectful.

Why: The behavior becomes character before the situation is inspected.

Repair Move

Change the process, then choose the label.

Separate observed behavior, inferred trait, and situational context into three explicit columns.

Study the entries

Use the comparison as a bridge into the fuller pages.

Halo effect

The tendency for one salient positive or negative impression to spill over into unrelated judgments about a person, product, or institution.

Opinion ReportingAssociationTeams & managementPersonal decisions

Fundamental attribution error

The tendency to explain other people's behavior too quickly in terms of character while underweighting situational pressures and constraints.

Causal AttributionSelf-PerspectiveTeams & managementMedia & politics