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HBT-COG-0593 · Dimension COG · Cognition

Satisficing

Choosing a good-enough option rather than optimizing for the best.

Decision·Mental Model·Grade B·draft· enriching…
In one paragraph

Satisficing is choosing a good-enough option rather than optimizing for the best. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0593, within the Decision family. The core principle: choosing a good-enough option rather than optimizing for the best. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.

Scientific Definition

Choosing a good-enough option rather than optimizing for the best.

Plain-English Definition

Choosing a good-enough option rather than optimizing for the best.

Feynman Explanation

Perfect is the enemy of good enough.

Core Principle

Choosing a good-enough option rather than optimizing for the best.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Choosing a good-enough option rather than optimizing for the best.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Satisficing saves time and reduces decision fatigue.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Perfect is the enemy of good enough.

Examples

Everyday
  • A CEO hires a candidate who meets the bar rather than searching endlessly.
Modern (Organizational)
  • Satisficing saves time and reduces decision fatigue.
Historical

Pending editorial review.

Lab Commentary

Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.

Why this element matters to incentive design

This is one of the elements leaders describe as a values gap. It is a payoff gap. The mechanism underneath it is straightforward: choosing a good-enough option rather than optimizing for the best. You can recognize it in the field by its signature: perfect is the enemy of good enough. Every element in the Cognition dimension changes the perceived payoff of an action before the action happens, which is exactly where incentive design has leverage.

How it gets exploited

Left undesigned, satisficing saves time and reduces decision fatigue. It is amplified whenever satisficing saves time and reduces decision fatigue. Inside organizations that shows up as satisficing saves time and reduces decision fatigue. The pattern is the same one Goodhart's Law describes: the measurable proxy attracts the effort, and the purpose behind it quietly loses funding.

How the Lab designs around it

The redesign move is to set an 'good enough' threshold and stop searching once it is met. The test of any redesign here is simple: after the change, can you name what the organization is now doing less of? If not, the payoff structure did not actually move.

Famous Experiments

Pending editorial review.

Design Principles

  • Set an 'good enough' threshold and stop searching once it is met.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
3 / 5
Consensus
Pending editorial review (HBT v1.0 auto-seed).
Limitations
Pending editorial review (HBT v1.0 auto-seed).
Open Research Questions

Pending editorial review.

Primary References

Pending editorial review.

Signature Section

The Perverse Incentive Lens™

How this behavior is exploited — and how to redesign around it.

Exploitation
Satisficing saves time and reduces decision fatigue.
Amplifying Incentives
Satisficing saves time and reduces decision fatigue.
Org Failure Modes
Satisficing saves time and reduces decision fatigue.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Set an 'good enough' threshold and stop searching once it is met.
Diagnostic Questions
  • Set an 'good enough' threshold and stop searching once it is met.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Set an 'good enough' threshold and stop searching once it is met.
Team
Pending editorial review (HBT v1.0 auto-seed).
Organization
Pending editorial review (HBT v1.0 auto-seed).
Policy
Pending editorial review (HBT v1.0 auto-seed).
AI Implications
Detection
Pending editorial review (HBT v1.0 auto-seed).
Measurement
Pending editorial review (HBT v1.0 auto-seed).
Mitigation
Pending editorial review (HBT v1.0 auto-seed).
Responsible Use
Pending editorial review (HBT v1.0 auto-seed).

Interactive Mini Network

Click any neighbor to re-center the graph and follow the threads of connection.

HBT-COG-0593 · COG
Satisficing
SaRu10/10/10 RuleAbAbsent-MindednessABAlternative BlindnessAPAlternative PathsAPAnalysis ParalysisAnAnchoringADAsian Disease ProblemABAttentional BiasABAutomation BiasBEBezold Effect

Knowledge Graph Neighbors

Where Satisficing is cited in the corpus

Questions about Satisficing

What is Satisficing?
Satisficing is choosing a good-enough option rather than optimizing for the best. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0593, within the Decision family. The core principle: choosing a good-enough option rather than optimizing for the best. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
What is an example of Satisficing?
Satisficing saves time and reduces decision fatigue. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0593).
How is Satisficing exploited?
Satisficing saves time and reduces decision fatigue.
How do you design around Satisficing?
Set an 'good enough' threshold and stop searching once it is met.
Which behavioral dimension does Satisficing belong to?
Satisficing is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Decision", class "Mental Model". Its permanent identifier is HBT-COG-0593 and its evidence grade is B.

Version History

v1.1.0 · 2026-06-28Initial auto-seed from corpus.