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The Incentives Lab
HBT-MOT-0001 · Dimension MOT · Motivation

Goal Gradient Effect

Effort accelerates as the goal gets closer.

Motivation·Mental Model·Grade B·draft· enriching…

Scientific Definition

Effort accelerates as the goal gets closer.

Plain-English Definition

Effort accelerates as the goal gets closer.

Feynman Explanation

Loyalty cards work because the 8th stamp pulls harder than the 2nd.

Core Principle

Effort accelerates as the goal gets closer.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Effort accelerates as the goal gets closer.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Progress visibility drives completion across products and incentives.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Loyalty cards work because the 8th stamp pulls harder than the 2nd.

Examples

Everyday
  • Coffee cards with two free stamps outperform empty ones.
Modern (Organizational)
  • Progress visibility drives completion across products and incentives.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Make progress visible. Pre-load early wins. Show the goal's proximity.

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
Progress visibility drives completion across products and incentives.
Amplifying Incentives
Progress visibility drives completion across products and incentives.
Org Failure Modes
Progress visibility drives completion across products and incentives.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Make progress visible. Pre-load early wins. Show the goal's proximity.
Diagnostic Questions
  • Make progress visible. Pre-load early wins. Show the goal's proximity.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Make progress visible. Pre-load early wins. Show the goal's proximity.
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-MOT-0001 · MOT
Goal Gradient Effect
GGGHGoal Hierarchy PyramidIMIdentity-Based Motiv…AuAutonomyBABehavioral Activatio…BIBehavioral Inhibitio…EPEndowed Progress Eff…EMExtrinsic MotivationFSFresh Start EffectGEGalatea EffectIIImplementation Inten…

Knowledge Graph Neighbors

Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.

Version History

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