Reporting Incentive Drift is when budgets follow self-reported numbers, the numbers drift toward what funders want to see. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0233, within the Universal Pattern Perverse Pattern family. The core principle: when budgets follow self-reported numbers, the numbers drift toward what funders want to see. 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
When budgets follow self-reported numbers, the numbers drift toward what funders want to see.
Plain-English Definition
When budgets follow self-reported numbers, the numbers drift toward what funders want to see.
Feynman Explanation
Show me the incentive, I'll show you the number.
Core Principle
When budgets follow self-reported numbers, the numbers drift toward what funders want to see.
Mechanisms
Pending editorial review.
When budgets follow self-reported numbers, the numbers drift toward what funders want to see.
Pending editorial review.
Pending editorial review.
Self-reporting + funding is a corruption pipeline.
Pending editorial review.
Pending editorial review.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
Show me the incentive, I'll show you the number.
Examples
- Aid metrics, fundraising metrics, charity outputs.
- Self-reporting + funding is a corruption pipeline.
Pending editorial review.
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: when budgets follow self-reported numbers, the numbers drift toward what funders want to see. You can recognize it in the field by its signature: show me the incentive, I'll show you the number. 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, self-reporting + funding is a corruption pipeline. It is amplified whenever self-reporting + funding is a corruption pipeline. Inside organizations that shows up as self-reporting + funding is a corruption pipeline. 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 independent audit. Outcome verification. Design against it the way you would design against a known failure mode — assume it will appear, and price the exploit before someone finds it.
Famous Experiments
Pending editorial review.
Design Principles
- Independent audit. Outcome verification.
Measurement Approaches
Pending editorial review.
Evidence
Pending editorial review.
Pending editorial review.
The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Independent audit. Outcome verification.
Pending editorial review.
Pending editorial review.
Interactive Mini Network
Click any neighbor to re-center the graph and follow the threads of connection.
Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
Deep specialization improves local output but breaks cross-domain understanding.
Once-a-year feedback rewards once-a-year behavior.
The more a quantitative indicator drives decisions, the more it distorts the process it measures.
Donors penalize 'overhead'; charities under-invest in capacity.
Donors penalize 'overhead' and starve capacity that produces outcomes.
A reward designed to reduce X produces more X.
Squeezing all slack from a system optimizes throughput but eliminates resilience.
'Equal value' exchanges incentivize subjective appraisal gaming to trade low-utility land for high-value public assets.
When a measure becomes a target, it ceases to be a good measure.
Greedy improvement loops climb hills that aren't the highest hill.
When rewards don't match stated values, culture quietly decays toward what is rewarded.
Insulation from risk changes the risks people take.
Where Reporting Incentive Drift is cited in the corpus
Essays, field guides, and diagnostics from The Incentives Lab that apply this element.
- Field guideIncentives: definition, types, examples
The parent field guide for this element.
- ReferenceThe laws of incentives
Goodhart, Campbell, and the Cobra Effect.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Reporting Incentive Drift
- What is Reporting Incentive Drift?
- Reporting Incentive Drift is when budgets follow self-reported numbers, the numbers drift toward what funders want to see. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0233, within the Universal Pattern Perverse Pattern family. The core principle: when budgets follow self-reported numbers, the numbers drift toward what funders want to see. 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 Reporting Incentive Drift?
- Self-reporting + funding is a corruption pipeline. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-INC-0233).
- How is Reporting Incentive Drift exploited?
- Self-reporting + funding is a corruption pipeline.
- How do you design around Reporting Incentive Drift?
- Independent audit. Outcome verification.
- Which behavioral dimension does Reporting Incentive Drift belong to?
- Reporting Incentive Drift is classified in the Incentives dimension (INC) of the Human Behavior Taxonomy™, family "Universal Pattern Perverse Pattern", class "Perverse Incentive". Its permanent identifier is HBT-INC-0233 and its evidence grade is C.