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HBT-INC-0268 · Dimension INC · Incentives

Survivorship-Driven Best Practices

Strategy copied from survivors ignores identical strategies that died.

Corporate Perverse Pattern·Perverse Incentive·Grade C·draft· enriching…
In one paragraph

Survivorship-Driven Best Practices is strategy copied from survivors ignores identical strategies that died. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0268, within the Corporate Perverse Pattern family. The core principle: strategy copied from survivors ignores identical strategies that died. 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

Strategy copied from survivors ignores identical strategies that died.

Plain-English Definition

Strategy copied from survivors ignores identical strategies that died.

Feynman Explanation

Best practice = winners' archaeology with the losers edited out.

Core Principle

Strategy copied from survivors ignores identical strategies that died.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Strategy copied from survivors ignores identical strategies that died.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Frameworks adopted on selection bias.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Best practice = winners' archaeology with the losers edited out.

Examples

Everyday
  • 'Move fast and break things' adopted long after the strategy stopped working.
Modern (Organizational)
  • Frameworks adopted on selection bias.
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

The mistake with this element is treating it as irrationality. It is almost always a rational response to a payoff nobody wrote down. The mechanism underneath it is straightforward: strategy copied from survivors ignores identical strategies that died. You can recognize it in the field by its signature: best practice = winners' archaeology with the losers edited out. Every element in the Incentives 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, frameworks adopted on selection bias. It is amplified whenever frameworks adopted on selection bias. Inside organizations that shows up as frameworks adopted on selection bias. 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 always look at the failure denominator before copying winners. 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

  • Always look at the failure denominator before copying winners.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
4 / 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
Frameworks adopted on selection bias.
Amplifying Incentives
Frameworks adopted on selection bias.
Org Failure Modes
Frameworks adopted on selection bias.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Always look at the failure denominator before copying winners.
Diagnostic Questions
  • Always look at the failure denominator before copying winners.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Always look at the failure denominator before copying winners.
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-INC-0268 · INC
Survivorship-Driven Best Practices
SBAEAcquisition Earn-OutsAMAcquisition-Only Mar…ACAggressive Cost-Cutt…BSBonus Structure Game…BHBoomerang Hire PremiumCPCEO Pay-for-Stock-Pr…EMEmpire-Building M&AFSForecast SandbaggingGAGrowth at All CostsHAHeadcount as Status

Knowledge Graph Neighbors

Where Survivorship-Driven Best Practices is cited in the corpus

Questions about Survivorship-Driven Best Practices

What is Survivorship-Driven Best Practices?
Survivorship-Driven Best Practices is strategy copied from survivors ignores identical strategies that died. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0268, within the Corporate Perverse Pattern family. The core principle: strategy copied from survivors ignores identical strategies that died. 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 Survivorship-Driven Best Practices?
Frameworks adopted on selection bias. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-INC-0268).
How is Survivorship-Driven Best Practices exploited?
Frameworks adopted on selection bias.
How do you design around Survivorship-Driven Best Practices?
Always look at the failure denominator before copying winners.
Which behavioral dimension does Survivorship-Driven Best Practices belong to?
Survivorship-Driven Best Practices is classified in the Incentives dimension (INC) of the Human Behavior Taxonomy™, family "Corporate Perverse Pattern", class "Perverse Incentive". Its permanent identifier is HBT-INC-0268 and its evidence grade is C.

Version History

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