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Term

Satisficing - Selection Logic

Choosing an option that meets an acceptable threshold rather than maximizing.

Aliases: Satisficing

Definition

Satisficing: Choosing an option that meets an acceptable threshold rather than maximizing.

1. Mechanism (why it happens)

Satisficing is a threshold strategy: instead of maximizing, decision-makers search until an option meets an acceptability criterion. This reduces cognitive cost and often improves overall efficacy under constraints.[^2]

2. Classic experiments / evidence

2.1 Theoretical foundation (Simon, 1956)

  • Design: Conceptual and theoretical work on rational choice under environmental constraints.[^1]
  • Manipulation: Not a lab manipulation; formal argument about environmental structure and bounded cognition.[^1]
  • Key finding: Satisficing is a rational response to constraints and search costs.[^1]
  • Notes/limitations: A foundational rationale for “good enough–rules.

2.2 Heuristics under constraints (Gigerenzer & Goldstein, 1996)

  • Design: Analysis and demonstrations of fast-and-frugal heuristics.[^2]
  • Manipulation: Decision environments where limited information can outperform complex models.[^2]
  • Key finding: Simple heuristics can be robust and effective in the right environments.[^2]
  • Notes/limitations: Supports satisficing/heuristic approaches as conditionally rational.

3. Consumer decision patterns

  • Setting a minimum acceptable feature set and stopping search once met.
  • Using default rules for low-stakes purchases.
  • Reducing regret by limiting counterfactual comparisons.

4. How marketing leverages it

Marketing often tries to disable satisficing by introducing “one more upgrade–or expanding choice sets. This increases cognitive cost and can reduce selection efficacy.[^3]

5. Mitigation (Selection Logic)

  1. Define “good enough—thresholds explicitly (T4.2).
  2. Stop search when thresholds are met.
  3. Validate outcomes and revise thresholds over time (M5).

References

  1. Simon, H. A. (1956). Rational choice and the structure of the environment. Psychological Review, 63(2), 129–38.[source]
  2. Gigerenzer, G., & Goldstein, D. G. (1996). Reasoning the fast and frugal way: Models of bounded rationality. Psychological Review, 103(4), 650–69.[source]
  3. Kahneman, D. (2011). Thinking, Fast and Slow. Farrar, Straus and Giroux.[source]

Further Reading