VA Days-to-Appointment Metric is optimizing for queue length over diagnosis depth turns clinicians into ticket-closers. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0284, within the Healthcare Perverse Pattern family. The core principle: optimizing for queue length over diagnosis depth turns clinicians into ticket-closers. 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
Optimizing for queue length over diagnosis depth turns clinicians into ticket-closers.
Plain-English Definition
Optimizing for queue length over diagnosis depth turns clinicians into ticket-closers.
Feynman Explanation
We shortened the wait. We also shortened the medicine.
Core Principle
Optimizing for queue length over diagnosis depth turns clinicians into ticket-closers.
Mechanisms
Pending editorial review.
Optimizing for queue length over diagnosis depth turns clinicians into ticket-closers.
Pending editorial review.
Pending editorial review.
Single-metric accountability invites systematic gaming.
Pending editorial review.
Pending editorial review.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
We shortened the wait. We also shortened the medicine.
Examples
- VA wait-time scandals tied to falsified scheduling.
- Single-metric accountability invites systematic gaming.
Pending editorial review.
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: optimizing for queue length over diagnosis depth turns clinicians into ticket-closers. You can recognize it in the field by its signature: we shortened the wait. We also shortened the medicine. 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, single-metric accountability invites systematic gaming. It is amplified whenever single-metric accountability invites systematic gaming. Inside organizations that shows up as single-metric accountability invites systematic gaming. 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 multi-dimensional outcome panels. Independent audit. Watch for it at the boundaries: handoffs, promotions, incident reviews, and budget cycles are where this element gets its power.
Famous Experiments
Pending editorial review.
Design Principles
- Multi-dimensional outcome panels. Independent audit.
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.
- Multi-dimensional outcome panels. Independent audit.
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.
Productivity targets compress visits, raising misdiagnosis and burnout.
A federal mandate intended to lower drug costs for the poor became a profit engine for hospitals and contract pharmacies.
Liability exposure pushes clinicians to order tests for legal protection rather than clinical need.
Federal reimbursement rules incentivize cycling seniors through hospitalizations to upgrade billing categories.
Paying providers per procedure rewards more procedures, not better outcomes.
Systems paid per filled bed have weak incentives to invest in prevention or community health.
Opaque billing rules create lucrative work for administrators and revenue-cycle firms instead of care.
Insurers profit when claims are denied, delayed, or abandoned.
Hospital group-purchasing and opaque contracting inflate device costs far above marginal cost.
Sales bonuses and prescriber relationships fueled mass over-prescription and an addiction crisis.
Federal incentives meant for neglected diseases get used to privatize widely available medicines.
Drug companies optimize for high-margin chronic conditions, not cures.
Where VA Days-to-Appointment Metric 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.
- EssayThe Perverse Incentives Hiding in Your KPIs
The measurement failure mode for this element.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about VA Days-to-Appointment Metric
- What is VA Days-to-Appointment Metric?
- VA Days-to-Appointment Metric is optimizing for queue length over diagnosis depth turns clinicians into ticket-closers. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0284, within the Healthcare Perverse Pattern family. The core principle: optimizing for queue length over diagnosis depth turns clinicians into ticket-closers. 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 VA Days-to-Appointment Metric?
- Single-metric accountability invites systematic gaming. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-INC-0284).
- How is VA Days-to-Appointment Metric exploited?
- Single-metric accountability invites systematic gaming.
- How do you design around VA Days-to-Appointment Metric?
- Multi-dimensional outcome panels. Independent audit.
- Which behavioral dimension does VA Days-to-Appointment Metric belong to?
- VA Days-to-Appointment Metric is classified in the Incentives dimension (INC) of the Human Behavior Taxonomy™, family "Healthcare Perverse Pattern", class "Perverse Incentive". Its permanent identifier is HBT-INC-0284 and its evidence grade is C.